The Alias-Dispatch Rule: Why Shell Aliases Fail in Automated Workflows
Setting the Stage: Context for the Curious Book Reader
This entry captures an important moment in the Age of AI: the realization that even foundational assumptions about shell environments must be re-examined. As AI-assisted development accelerates, the friction between intuitive human shortcuts and rigorous automation pipelines demands a new approach to architectural design. Read this as an interesting exploration of how debugging tool failures leads to deeper insights into system reliability.
Technical Journal Entry Begins
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TL;DR — A menu gets added to a shell. Typing mcp prints eight commands that reach outside the machine: a login warmer, and connectors for Botify, Confluence, Jira, Slack, email, and Google Sheets. The descriptions beside them are not written in the menu. They are read out of each script’s own docstring at display time, so a command that changes what it does changes its own menu row and cannot quietly disagree with it.
Then numbers are added to the menu, because the operator caught himself typing them. Then the numbers are removed, because a shell alias cannot be invoked through a variable — meaning seven rows would have failed while the eighth worked, for a reason nothing on screen would explain. The rule written to justify the numbers is retracted the same day it was written, and the retraction is kept.
Two smaller things surface on the way past. A file named gong.py turns out to be an old copy of wallet.py with no Gong in it anywhere. And two menu rows turn out to wrap at eighty columns — a defect present in every compile for three days, invisible from the only terminal anyone was looking at, because that terminal is wide.
None of this is difficult work. All of it was invisible until something printed a receipt.
MikeLev.in: Alright, what I need now is for after the human presses “2” from the
menu we just created for them to be told to type mcp to get a list of their
options. I need to use the mainstream super-popular language. I know it’s not
technically MCP they’ll be doing here but it doesn’t matter. It should list:
- Type
learnto learn more. - Type
mcpto query. - Type
pipulate(or justpu) to restart pipulate.
Easy as 1, 2, 3! Eh, New-B? No problem!
The Illusion of Numeric Dispatch
1 is already true. 3 has to be implemented but it should be easy aliases in the
flake.nix file. It’s 2 that we have to design. I want selecting 2 to give them
a list of the things with connectors and some instructions on how to use them.
Namely:
- Type
warmto warm your login cache. - Type
botifyto bring in BQL reply. - Type
confluenceto bring in Wiki page. - Type
jirato bring in Jira thread. - Type
slackto bring in Slack thread. - Type
emailto bring in email thread. - Type
sheetsto bring in Google sheet. - Type
pipulateorputo start server.
We’ll leave Gong out until it’s actually implemented and tested. It also reminds me we have to earmark bringing in Google Docs. They’re just as important. When they type any of those options, it should give them the general description of how to use it. It should pull what it needs to say out of a predictable thing in each respective file. Maybe a docstring?
Opus 4.8 Extra: Context verified — with one gap I’m not going to paper over.
Present and sufficient: flake.nix in full (the alias block, learn(), miscSetupLogic’s PIPULATE_ROOT export), cli.py (so I can see what mcp currently routes to), scripts/weblogin.py (the one connector-shaped file I can actually read a docstring from), foo_files.py.
Missing and load-bearing:
scripts/boot_menu.py. Item 1 of your ask is a three-line change to the door-2 message, and I don’t have the raw source. The article transcript contains aWRITE_FILEplus a later diff, so I could reconstruct it — but reconstructing a SEARCH block from a transcript is precisely the map-outrunning-territory move, and the contract says patch only against raw source in Codebase. I’m not emitting that block. Text and reasoning below; it’s one line in the next compile.scripts/connectors/*.py+README.md. All confirmed to exist (jira,slack,gong,walletshow in the Paintbox, which is agit ls-filesreceipt;gmail,botify,confluence,gsc,sheetsare claimed in Chapter XVIII). What I cannot see is whether they carry module docstrings, or what shape those take. That gates quality, not correctness — the design below degrades loudly rather than lying.
The docstring question: yes, and here’s the exact shape
Your instinct is right, and the repo already has the pattern twice over. prompt_foo.py’s generate_tool_roster() AST-parses tools/*.py for first-line docstrings without importing a single module — deliberately, because importing voice_synthesis alone costs ~3.8s. The connectors are worse: seven imports of google-api-python-client, requests, and friends to print seven sentences, any of which could blow up on absent credentials. ast.get_docstring reads the file as text and cares about none of it.
So: curated roster, generated descriptions. The order and the command words are a human pedagogy decision — that’s your Rule of 7 call, and it should stay hand-written. The sentences beside them are not. A connector that changes what it does changes its own menu row, and cannot drift from it. That’s the GENERATED-NOT-AUTHORED rule applied one layer up.
Three collisions worth naming before the patch:
mcp is already an alias — (cd ~/repos/pipulate && .venv/bin/python cli.py call). You can’t define a function over a live alias (bash expands it at parse time). So the alias gets replaced by a function: bare mcp → roster, mcp <tool> [args] → unchanged passthrough. Zero regression; bare mcp today is just an argparse error.
That alias also hardcodes ~/repos/pipulate, which is a latent white-label bug — mcp cd’s into the wrong directory for anyone whose install folder is named otherwise. The function uses $PIPULATE_ROOT. Free fix.
pipulate is a real console script ([project.scripts] pipulate = "cli:main", installed into the venv by uv pip install -e .). A bare alias would shadow pipulate install / pipulate run inside the shell. So it’s a function: no args → pu, any args → command pipulate "$@", which bypasses the function and hits the real binary.
Aliases don’t reach child shells. Your own comment in flake.nix already says it. So mcp_menu.py can only tell the human to type botify — correct interactively, and adhoc.txt ! lines keep the long spelling. Nothing to fix, worth not forgetting.
On “when they type any of those options, it should give them the description” — I’m routing that through --help rather than a subcommand. Every connector using argparse gets it free (weblogin.py does), it’s the mainstream idiom you’re asking for, and it avoids a mcp <name> collision with the tool-call passthrough. The docstring first line carries the what; --help carries the how.
gong held per your call. I’m also holding gsc — it’s a report lane, not a bring-a-thread-into-context lane, and mixing them muddies the roster. Both absences are documented as decisions in the file, not silences.
1. PROBES
head -5 scripts/connectors/*.py
sed -n '/if choice == EXIT_SHELL:/,/^ else:/p' scripts/boot_menu.py
grep -n 'alias warm\|alias email\|mcp()\|pu()\|pipulate()' flake.nix; echo "matches_exit=$?"
.venv/bin/python scripts/mcp_menu.py
LD_LIBRARY_PATH="" nix flake check --no-build 2>&1 | tail -20
Probe 1 is the one that gates output quality — it answers whether the connectors carry module docstrings at all and what shape they take. weblogin.py’s is weblogin.py — Warm a persistent browser login for later scraping., which is exactly usable, so the convention may already hold; this proves or disproves it across all nine. Probe 2 is the boot_menu.py door-2 block, bounded to five lines — enough to write next turn’s exact-match patch without hauling the whole file, though I’d rather have both. Probe 3 is the delta counter straddling car 2: BEFORE prints only matches_exit=1, AFTER must print five located lines; the trailing echo exists because a zero-match grep produces neither stdout nor stderr and would be dropped from the Manifest entirely. Probe 4 is the tracer bullet — BEFORE is “No such file”, AFTER is the rendered roster with every harvested description and every ghost visible in one bounded receipt. Probe 5 is the Nix syntax gate; nothing I’m adding contains ${, but “nothing I’m adding” is not a receipt.
Probing the Limits of Shell Aliases
By-hand acceptance test, which cannot be echoed: exit, then nix develop, press 2, then type mcp. Success is the roster rendering with no ghost lines. Then mcp pipeline_state_inspector to confirm the passthrough survived, and pipulate --help to confirm the console script wasn’t swallowed.
2. NEXT CONTEXT
! head -5 scripts/connectors/*.py
! sed -n '/if choice == EXIT_SHELL:/,/^ else:/p' scripts/boot_menu.py
! grep -n 'alias warm\|alias email\|mcp()\|pu()\|pipulate()' flake.nix; echo "matches_exit=$?"
! .venv/bin/python scripts/mcp_menu.py
! LD_LIBRARY_PATH="" nix flake check --no-build 2>&1 | tail -20
scripts/mcp_menu.py
scripts/boot_menu.py
flake.nix
foo_files.py
scripts/connectors/README.md
scripts/connectors/gmail.py
scripts/connectors/botify.py
scripts/connectors/confluence.py
scripts/connectors/jira.py
scripts/connectors/slack.py
scripts/connectors/sheets.py
Budget note: this compile is 925,116 bytes against latestn’s 950,000 default. Seven connectors plus boot_menu.py and mcp_menu.py runs roughly +115KB, which overshoots. Commenting out the lsa.py rolling-pin line alone frees 149KB and lands you back around 890KB; dropping the published article too frees another 176KB and gives real headroom. prompt_foo.py, release.py, autognome.py, foo_cartridge.py, foo_replay.py, init.lua, pyproject.toml and the version_sync/webclip/crawl trio are all inert for this ride.
3. PATCHES
Three cars. Car 1 is a new file nothing calls yet — independently testable by probe 4 before car 2 wires it, the same tracer-bullet shape boot_menu.py used last ride.
Car 1 — the roster itself.
Target: scripts/mcp_menu.py
[[[WRITE_FILE]]]
#!/usr/bin/env python3
"""
mcp_menu.py — what door 2 opens onto.
boot_menu.py's door 2 drops the human into the Nix shell and tells them to
type `mcp`. This is the roster they get: the commands that reach OUTSIDE
this machine, each row's description GENERATED from the target script's own
module docstring rather than hand-authored here.
CURATED ROSTER, GENERATED DESCRIPTIONS. The order and the command words are
a pedagogy decision a human makes (Rule of 7 sibling). The sentences beside
them are not -- they are read from live source at display time, so a
connector that changes what it does changes its own menu row and cannot
drift from it.
GHOSTS ARE PRINTED, NOT HIDDEN. A row whose script is missing from disk is
reported LOUDLY above the list and omitted from the numbered rows. A menu
naming a command the machine cannot run is a lie told at the exact moment
someone is deciding what to type -- the MODEL FOLLOWS THE MAP failure with
a human in the seat instead of a model.
AST, NEVER IMPORT. The connectors pull in google-api-python-client,
requests, selenium and friends; importing seven of them to print seven
sentences would cost seconds and could fail outright on absent credentials.
ast.get_docstring reads the file as text and cares about none of that --
the same technique prompt_foo.py's generate_tool_roster() uses on tools/*.
Exit code is always 0. This is a display, not a decision; nothing parses it.
"""
import ast
import os
import sys
from pathlib import Path
REPO_ROOT = Path(
os.environ.get("PIPULATE_ROOT") or Path(__file__).resolve().parent.parent
)
# Keep rows to one line so the panel stays scannable on a narrow terminal.
MAX_DESC = 74
# (command word, script path relative to REPO_ROOT)
#
# DELIBERATELY HELD BACK -- absence here is a decision, not an oversight:
# gong -- connector exists but is not tested end to end.
# gsc -- works, but it is a REPORT lane, not a bring-a-thread-into-context
# lane; mixing the two muddies what this roster is for.
# docs -- no read connector exists yet (see the GOOGLE DOCS EARMARK).
ROSTER = [
("warm", "scripts/weblogin.py"),
("botify", "scripts/connectors/botify.py"),
("confluence", "scripts/connectors/confluence.py"),
("jira", "scripts/connectors/jira.py"),
("slack", "scripts/connectors/slack.py"),
("email", "scripts/connectors/gmail.py"),
("sheets", "scripts/connectors/sheets.py"),
]
# Hand-written because these are shell functions in flake.nix, not scripts
# with docstrings to read. Numbered continuously with the roster above.
TAIL = [
("pu", "start the Pipulate server (long form: pipulate)"),
]
FOOTER = [
"Add --help to any command above for its full usage.",
"Type learn to hand this whole workshop to an AI in a web chat.",
"Type mcp <tool_name> to call a registered MCP tool directly.",
]
def _describe(script_path):
"""Return (description, ghost_reason). Exactly one is None.
A missing FILE is a ghost -- the command cannot run, so it must not be
listed. A missing DOCSTRING is not: the command runs fine, it is merely
undescribed, so it stays in the list wearing a loud placeholder that
names its own fix.
"""
if not script_path.exists():
return None, "missing from disk"
try:
source = script_path.read_text(encoding="utf-8")
tree = ast.parse(source, filename=str(script_path))
except (OSError, UnicodeDecodeError, SyntaxError) as exc:
return None, f"unreadable ({exc.__class__.__name__})"
doc = ast.get_docstring(tree)
if not doc or not doc.strip():
return "(NO MODULE DOCSTRING -- add one to describe this command)", None
line = doc.strip().splitlines()[0].strip()
# Strip a leading "name.py - " self-label. weblogin.py opens with
# "weblogin.py \u2014 Warm a persistent browser login...", and repeating the
# filename in a menu row that already names the command is pure noise.
stem = script_path.stem
for sep in ("\u2014", "--", "-", ":"):
prefix = f"{stem}.py {sep} "
if line.startswith(prefix):
line = line[len(prefix):].strip()
break
if not line:
return "(EMPTY FIRST DOCSTRING LINE)", None
if len(line) > MAX_DESC:
line = line[: MAX_DESC - 3].rstrip() + "..."
return line, None
def main():
rows = []
ghosts = []
for command, rel in ROSTER:
description, ghost = _describe(REPO_ROOT / rel)
if ghost:
ghosts.append((command, rel, ghost))
else:
rows.append((command, description))
rows.extend(TAIL)
# Ghosts print BEFORE the panel and outside it, plainly, so they cannot
# be mistaken for a menu row or scrolled past inside a border.
for command, rel, reason in ghosts:
print(f"!! {command} omitted from the roster -- {rel} {reason}")
if ghosts:
print()
width = max(len(command) for command, _ in rows)
body = "\n".join(
f"{i}. {command.ljust(width)} {description}"
for i, (command, description) in enumerate(rows, start=1)
)
try:
from rich.console import Console
from rich.panel import Panel
Console().print(
Panel(
body,
title="reach outside this machine",
subtitle="type any of these",
border_style="cyan",
padding=(1, 2),
)
)
except Exception:
print()
print("--- reach outside this machine ---")
for line in body.splitlines():
print(" " + line)
print()
for line in FOOTER:
print(line)
return 0
if __name__ == "__main__":
sys.exit(main())
[[[END_WRITE_FILE]]]
Car 2 — the three doors in flake.nix. Three blocks, one commit story.
Target: flake.nix
[[[SEARCH]]]
alias mcp='(cd ~/repos/pipulate && .venv/bin/python cli.py call)'
# THE CONNECTOR GRAMMAR (idea #7 made literal): tiny Unix commands,
[[[DIVIDER]]]
# THE SECOND DOOR: bare `mcp` is the roster; `mcp <tool> [args]` is
# unchanged and still routes to cli.py's tool-call actuator. The
# word is not technically accurate for the connector rows -- it is
# the word people already reach for, and reaching for the right
# word beats being right about the wrong one.
#
# FALL-THROUGH GUARANTEE: if scripts/mcp_menu.py has not landed,
# bare `mcp` behaves EXACTLY as it did before this function existed
# -- cli.py's own argparse error. A shell must never depend on a
# file that might not be there.
#
# Also fixes a latent white-label bug: the old alias hardcoded
# ~/repos/pipulate, so `mcp` cd'd into the wrong (or missing)
# directory for anyone whose install folder is named otherwise.
mcp() {
if [ "$#" -eq 0 ] && [ -f "$PIPULATE_ROOT/scripts/mcp_menu.py" ]; then
"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/mcp_menu.py"
else
(cd "$PIPULATE_ROOT" && .venv/bin/python cli.py call "$@")
fi
}
# THE THIRD DOOR: `pu` starts the server door 2 declined to start.
# Kill-then-start, so it doubles as a restart and never collides on
# :5001 -- the same pkill runScript has always run on shell entry.
pu() {
(
cd "$PIPULATE_ROOT" || exit 1
pkill -f "python server.py" || true
python server.py
)
}
# Bare `pipulate` is the long form of `pu`. WITH arguments it hands
# off to the real PyPI console script -- `command` bypasses this
# function -- so `pipulate install`, `pipulate run`, and
# `pipulate mcp-discover` keep working inside the shell instead of
# being silently shadowed.
pipulate() {
if [ "$#" -eq 0 ]; then
pu
else
command pipulate "$@"
fi
}
# THE CONNECTOR GRAMMAR (idea #7 made literal): tiny Unix commands,
[[[REPLACE]]]
## Discovering the Alias-Dispatch Trap
Target: flake.nix
[[[SEARCH]]]
alias gmail='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/gmail.py"'
alias botify='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/botify.py"'
[[[DIVIDER]]]
alias gmail='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/gmail.py"'
# `email` is the New-B-facing name for the same connector. `gmail`
# stays, because the filename and the muscle memory both say gmail.
alias email='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/gmail.py"'
alias botify='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/botify.py"'
[[[REPLACE]]]
Target: flake.nix
[[[SEARCH]]]
alias weblogin='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/weblogin.py"'
alias vim='nvim'
[[[DIVIDER]]]
alias weblogin='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/weblogin.py"'
# `warm` is the New-B-facing name for weblogin: warm the login cache.
alias warm='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/weblogin.py"'
alias vim='nvim'
[[[REPLACE]]]
Car 3 — the Google Docs earmark you asked for.
Target: foo_files.py
[[[SEARCH]]]
# - TODO: surface PIPULATE_BOOT_MENU and PIPULATE_BOOT_MENU_TIMEOUT somewhere
# a human finds them (README install section, or the door-2 message).
# Both are currently discoverable only by reading scripts/boot_menu.py.
[[[DIVIDER]]]
# - TODO: surface PIPULATE_BOOT_MENU and PIPULATE_BOOT_MENU_TIMEOUT somewhere
# a human finds them (README install section, or the door-2 message).
# Both are currently discoverable only by reading scripts/boot_menu.py.
# - EARMARK: GOOGLE DOCS CONNECTOR (seeded 2026-07-23, mcp-roster ride):
# scripts/articles/googledocizer.py already WRITES to Docs in the publish
# lane; there is no READ connector, so a Doc cannot ride into a compile the
# way gmail/confluence/jira/slack threads do -- and Docs is where the
# humans actually draft. Wallet note: a Doc is a per-human artifact, so
# this is the oauth_token_file pattern (gmail's), NOT service_account --
# see the AUTH-KIND RESIDUE earmark, where pattern-proximity picked the
# wrong identity model and cost a console-archaeology afternoon. Lands as
# `docs` in ROSTER once it exists; until then it stays OUT of
# scripts/mcp_menu.py, because a roster naming a command the machine
# cannot run is the MODEL FOLLOWS THE MAP failure with a human in the seat.
[[[REPLACE]]]
Not patched, and why: the door-2 message in boot_menu.py. Two reasons beyond the missing source. First, this ride just banked the SAME-CAR LABEL RULE — a message describing what mcp does should not ship before mcp has been witnessed doing it. Second, probe 4 may reveal that half the roster prints (NO MODULE DOCSTRING), in which case pointing a New-B at it is worse than saying nothing. Here’s the text for when it’s earned, if you’d rather hand-place it in vim than wait a compile:
print(f"Staying in the shell. Nothing started -- no {name}, no JupyterLab.")
print()
print("Easy as 1, 2, 3:")
print(" 1. Type learn to have an AI walk you through the workshop.")
print(" 2. Type mcp to see what reaches outside this machine.")
print(f" 3. Type pu (or pipulate ) to start {name}.")
4. PROMPT
**MikeLev.in**: Roster receipts are in this compile. Read all five before proposing anything: the connector docstring survey, the boot_menu.py door-2 sed window, the flake grep positions, the rendered mcp_menu.py output, and the flake check tail.
Start with probe 4. If any row printed as a ghost, that is a defective roster and fixing it comes before everything else. If rows printed (NO MODULE DOCSTRING), tell me which connectors need one and propose the exact one-line docstring for each based on what probe 1 shows the file actually does -- do not invent behavior, and if probe 1 does not show enough, say so and ask for that connector's source instead of guessing.
If flake check shows an evaluation error, fix only that and stop.
If the roster is clean, patch scripts/boot_menu.py's door-2 message to the 1-2-3 block, using the exact bytes from probe 2 as your SEARCH. That closes half the PIPULATE_BOOT_MENU discoverability todo, so also tell me whether the remaining half (the env vars) belongs in the door-2 message, the README install section, or the mcp footer -- pick one and argue it, do not give me three options.
Then read scripts/connectors/README.md and tell me whether it already states a docstring contract. If it does, quote the line and say whether the connectors honor it. If it does not, propose the contract clause -- first docstring line is a one-sentence description in the imperative, because scripts/mcp_menu.py now reads it as a live display -- and patch the README in the same car.
Do not add gsc, gong, or docs to the roster. Do not touch the connectors' argparse.
MikeLev.in:
Probe:
$ git status
On branch main
Your branch is up to date with 'origin/main'.
Changes not staged for commit:
(use "git add <file>..." to update what will be committed)
(use "git restore <file>..." to discard changes in working directory)
modified: foo_files.py
no changes added to commit (use "git add" and/or "git commit -a")
(nix) pipulate $ blast
📝 Committing: chore(router): set AI-edit blast boundary (foo_files.py context curation)
[main b74af72f] chore(router): set AI-edit blast boundary (foo_files.py context curation)
1 file changed, 2 insertions(+), 2 deletions(-)
🚀 Pushing 1 commit(s) to remote...
Enumerating objects: 5, done.
Counting objects: 100% (5/5), done.
Delta compression using up to 48 threads
Compressing objects: 100% (3/3), done.
Writing objects: 100% (3/3), 357 bytes | 357.00 KiB/s, done.
Total 3 (delta 2), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (2/2), completed with 2 local objects.
To github.com:pipulate/pipulate.git
ce7c532c..b74af72f main -> main
$ git status
On branch main
Your branch is up to date with 'origin/main'.
nothing to commit, working tree clean
(nix) pipulate $ head -5 scripts/connectors/*.py
sed -n '/if choice == EXIT_SHELL:/,/^ else:/p' scripts/boot_menu.py
grep -n 'alias warm\|alias email\|mcp()\|pu()\|pipulate()' flake.nix; echo "matches_exit=$?"
.venv/bin/python scripts/mcp_menu.py
LD_LIBRARY_PATH="" nix flake check --no-build 2>&1 | tail -20
==> scripts/connectors/botify.py <==
#!/usr/bin/env python3
# scripts/botify.py
"""
botify.py — A Unix-philosophy gateway to the Botify API for Prompt Fu context.
==> scripts/connectors/confluence.py <==
#!/usr/bin/env python3
# scripts/confluence.py
"""
confluence.py — A Unix-philosophy gateway to the Confluence API for Prompt Fu context.
==> scripts/connectors/gmail.py <==
#!/usr/bin/env python3
# scripts/gmail.py
"""
gmail.py — A Unix-philosophy gateway to the Gmail API for Prompt Fu context.
==> scripts/connectors/gong.py <==
#!/usr/bin/env python3
# scripts/connectors/wallet.py
"""
wallet.py — Read-only scoreboard for the Pipulate connector wallet.
==> scripts/connectors/gsc.py <==
#!/usr/bin/env python3
# scripts/connectors/gsc.py
"""
gsc.py — A Unix-philosophy gateway to Google Search Console for Prompt Fu context.
==> scripts/connectors/jira.py <==
#!/usr/bin/env python3
# scripts/connectors/jira.py
"""
jira.py — A Unix-philosophy gateway to the Jira Cloud API for Prompt Fu context.
==> scripts/connectors/sheets.py <==
#!/usr/bin/env python3
# scripts/connectors/sheets.py
"""
sheets.py — A Unix-philosophy gateway to Google Sheets for Prompt Fu context.
==> scripts/connectors/slack.py <==
#!/usr/bin/env python3
# scripts/connectors/slack.py
"""
slack.py — A Unix-philosophy gateway to the Slack Web API for Prompt Fu context.
==> scripts/connectors/wallet.py <==
#!/usr/bin/env python3
# scripts/connectors/wallet.py
"""
wallet.py — Read-only scoreboard for the Pipulate connector wallet.
if choice == EXIT_SHELL:
print(f"Staying in the shell. Nothing started -- no {name}, no JupyterLab.")
print("Type learn to have an AI walk you through the workshop.")
print(f"Type python server.py to start {name} later.")
else:
matches_exit=1
.venv/bin/python: can't open file '/home/mike/repos/pipulate/scripts/mcp_menu.py': [Errno 2] No such file or directory
evaluating flake...
checking flake output 'devShells'...
checking derivation devShells.x86_64-linux.default...
derivation evaluated to /nix/store/pykcaxy9n7ayfgw9m9wr7kix17mdf58b-nix-shell.drv
checking derivation devShells.x86_64-linux.dev...
derivation evaluated to /nix/store/z8d3j1m3b7lvmyk63a5rnsxifs7v4yh6-nix-shell.drv
checking derivation devShells.x86_64-linux.quiet...
derivation evaluated to /nix/store/6qx0k4fpqvgqaigiksmcmpna2wlhpif0-nix-shell.drv
checking flake output 'packages'...
checking derivation packages.x86_64-linux.default...
derivation evaluated to /nix/store/2wcazabyd7qpcmvcdb2546hamydi4cm2-pipulate.tar.gz.drv
checking derivation packages.x86_64-linux.dockerImage...
derivation evaluated to /nix/store/2wcazabyd7qpcmvcdb2546hamydi4cm2-pipulate.tar.gz.drv
warning: The check omitted these incompatible systems: aarch64-darwin, aarch64-linux, x86_64-darwin
Use '--all-systems' to check all.
(nix) pipulate $
Context:
# adhoc.txt _ _ _ to set context____ _ _ ___ ____ _ <F5> Simpson Couch Gag Here (explain anything to the audience you feel needs it explained)
# / \ __| | | | | | ___ ___ / ___| | | |/ _ \| _ \| |
# ahe/ _ \ / _` | | |_| |/ _ \ / __| | | | |_| | | | | |_) | | Menus are important
# ahc ___ \ (_| | | _ | (_) | (__ | |___| _ | |_| | __/|_| If I want this accepted.
# /_/ \_\__,_| |_| |_|\___/ \___| \____|_| |_|\___/|_| (_) A tool by any other name calls just the same.
# Ad Hoc CHOP: The Not-Managed-by-Git Safe-for-Client-Data place
# BIG STANDARD STUFF (Optionally comment out any)
! python scripts/articles/lsa.py -t 1 --reverse --fmt dated-slugs # <-- The "Rolling Pin" that gives the 40K foot book-spine view of book-ore.
~/repos/nixos/autognome.py # <-- Letting the AIs really understand my environment (The Brave Little Tailor punches above Their Weight Class proving the dunning-kruger effect the gate-keeper's (lower-case) lament.)
scripts/foo_cartridge.py # Needs description
scripts/foo_replay.py # Needs description
pyproject.toml # <-- The PyPI Packaging details
prompt_foo.py # <-- Prompt Fu compiler, makes the very README for AGENTS-like payload you're reading right now, but it needs to be more like that
foo_files.py # <-- This is the router, evolving book outline and the things you pin-up to produced the recursive self-improvement loops
.gitattributes # <-- Model: understand that `nbstripout` and `jupytext` are both in play. Just talk the human through .ipynb patches.
.gitignore # <-- Creates "negative space" for sub-rep's to share parent environment and "snap" proprietary secret features into place.
init.lua # <-- Daily driver hot-keys that overlap with aliases in flake.nix
flake.nix # <-- Solves world's WRITE ONCE RUN ANYWHERE problem like Java never could. Also resolves the bootstrap paradox.
requirements.in # <-- All known dependencies and (necessary) version pinning. WORA gotcha's exposed.
apply.py # <-- How can "Web UI" ChatBots edit your code? With this Aider-inspired Player Piano patch applier.
scripts/xp.py # <-- Transforms host OS copy-paste buffer player-piano music into context-payload.
scripts/ai.py # <-- How I constantly use local AI to write git commit messages with `m` alias.
cli.py # <-- Catch-all actuator for PyPI envs, Python anchoring, MCP tool-call (plus alternatives) and **kwargs like wrapping for CLI
scripts/weblogin.py # <-- Lets the user "warm up" the cache for their web logins at their leisure on a profile that persists.
scripts/crawl.py # <-- Feel free to ask for something to be crawled and included in the next turn.
__init__.py # <-- Master versioning
release.py # <-- How everything ends up where it does (GitHub, PyPI, etc.)
scripts/webclip_2_markdown.py # <-- Lets you copy HTML from a browser and paste it elsewhere as Markdown (good for capturing AI thinking steps / need to shorten the name)
scripts/release/version_sync.py # <-- Needs to be wrapped into release.py and eliminated, I think.
# --- Under this line is were you paste what the AI gives you ---
# --- We call it context but it's really just the right-hand ---
# --- blast-radius of the "probes" to make this all science. ---
! head -5 scripts/connectors/*.py
! sed -n '/if choice == EXIT_SHELL:/,/^ else:/p' scripts/boot_menu.py
! grep -n 'alias warm\|alias email\|mcp()\|pu()\|pipulate()' flake.nix; echo "matches_exit=$?"
! .venv/bin/python scripts/mcp_menu.py
! LD_LIBRARY_PATH="" nix flake check --no-build 2>&1 | tail -20
scripts/mcp_menu.py
scripts/boot_menu.py
flake.nix
foo_files.py
scripts/connectors/README.md
scripts/connectors/gmail.py
scripts/connectors/botify.py
scripts/connectors/confluence.py
scripts/connectors/jira.py
scripts/connectors/slack.py
scripts/connectors/sheets.py
Patches: [patch, app, d, m, patch, app, d, m…]
$ git status
On branch main
Your branch is up to date with 'origin/main'.
nothing to commit, working tree clean
(nix) pipulate $ patch
(nix) pipulate $ app
✅ WHOLE-FILE WRITE: CREATED 'scripts/mcp_menu.py'.
(nix) pipulate $ git add scripts/mcp_menu.py
(nix) pipulate $ m
📝 Committing: chore: Update mcp_menu.py with detailed documentation and improved formatting
[main ab11303a] chore: Update mcp_menu.py with detailed documentation and improved formatting
1 file changed, 161 insertions(+)
create mode 100644 scripts/mcp_menu.py
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'flake.nix'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'flake.nix'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'flake.nix'.
(nix) pipulate $ d
diff --git a/flake.nix b/flake.nix
index 1eb89753..14ddb74c 100644
--- a/flake.nix
+++ b/flake.nix
@@ -921,7 +921,49 @@ runScript = pkgs.writeShellScriptBin "run-script" ''
alias gitops='(cd ~/repos/trimnoir && git commit --allow-empty -m "retry" && git push)'
alias force='(cd ~/repos/trimnoir && git commit --allow-empty -m "retry" && git push)'
alias isnix="if [ -n \"$IN_NIX_SHELL\" ]; then echo \"✓ In Nix shell v${version}\"; else echo \"✗ Not in Nix shell\"; fi"
- alias mcp='(cd ~/repos/pipulate && .venv/bin/python cli.py call)'
+ # THE SECOND DOOR: bare `mcp` is the roster; `mcp <tool> [args]` is
+ # unchanged and still routes to cli.py's tool-call actuator. The
+ # word is not technically accurate for the connector rows -- it is
+ # the word people already reach for, and reaching for the right
+ # word beats being right about the wrong one.
+ #
+ # FALL-THROUGH GUARANTEE: if scripts/mcp_menu.py has not landed,
+ # bare `mcp` behaves EXACTLY as it did before this function existed
+ # -- cli.py's own argparse error. A shell must never depend on a
+ # file that might not be there.
+ #
+ # Also fixes a latent white-label bug: the old alias hardcoded
+ # ~/repos/pipulate, so `mcp` cd'd into the wrong (or missing)
+ # directory for anyone whose install folder is named otherwise.
+ mcp() {
+ if [ "$#" -eq 0 ] && [ -f "$PIPULATE_ROOT/scripts/mcp_menu.py" ]; then
+ "$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/mcp_menu.py"
+ else
+ (cd "$PIPULATE_ROOT" && .venv/bin/python cli.py call "$@")
+ fi
+ }
+ # THE THIRD DOOR: `pu` starts the server door 2 declined to start.
+ # Kill-then-start, so it doubles as a restart and never collides on
+ # :5001 -- the same pkill runScript has always run on shell entry.
+ pu() {
+ (
+ cd "$PIPULATE_ROOT" || exit 1
+ pkill -f "python server.py" || true
+ python server.py
+ )
+ }
+ # Bare `pipulate` is the long form of `pu`. WITH arguments it hands
+ # off to the real PyPI console script -- `command` bypasses this
+ # function -- so `pipulate install`, `pipulate run`, and
+ # `pipulate mcp-discover` keep working inside the shell instead of
+ # being silently shadowed.
+ pipulate() {
+ if [ "$#" -eq 0 ]; then
+ pu
+ else
+ command pipulate "$@"
+ fi
+ }
# THE CONNECTOR GRAMMAR (idea #7 made literal): tiny Unix commands,
# one per API, each a self-contained file in scripts/connectors/.
# Args pass through: `botify org/project`, `confluence ENG`,
@@ -929,6 +971,9 @@ runScript = pkgs.writeShellScriptBin "run-script" ''
# keep the full `python scripts/connectors/...` spelling because
# child shells never inherit aliases.
alias gmail='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/gmail.py"'
+ # `email` is the New-B-facing name for the same connector. `gmail`
+ # stays, because the filename and the muscle memory both say gmail.
+ alias email='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/gmail.py"'
alias botify='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/botify.py"'
alias confluence='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/confluence.py"'
alias gsc='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/gsc.py"'
@@ -939,6 +984,8 @@ runScript = pkgs.writeShellScriptBin "run-script" ''
# persistent profile (data/uc_profiles/default) so persistent
# scrapes inherit the login. Log in, close the window, done.
alias weblogin='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/weblogin.py"'
+ # `warm` is the New-B-facing name for weblogin: warm the login cache.
+ alias warm='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/weblogin.py"'
alias vim='nvim'
alias lsp='ls -d -1 "$PWD"/*'
alias p='cd ~/repos/pipulate'
(nix) pipulate $ m
📝 Committing: chore: Refactor alias definitions in flake.nix
[main fff73740] chore: Refactor alias definitions in flake.nix
1 file changed, 48 insertions(+), 1 deletion(-)
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'foo_files.py'.
(nix) pipulate $ d
diff --git a/foo_files.py b/foo_files.py
index a6e119c4..5e84b2ff 100644
--- a/foo_files.py
+++ b/foo_files.py
@@ -1432,6 +1432,17 @@ scripts/xp.py # [672 tokens | 2,521 bytes]
# - TODO: surface PIPULATE_BOOT_MENU and PIPULATE_BOOT_MENU_TIMEOUT somewhere
# a human finds them (README install section, or the door-2 message).
# Both are currently discoverable only by reading scripts/boot_menu.py.
+# - EARMARK: GOOGLE DOCS CONNECTOR (seeded 2026-07-23, mcp-roster ride):
+# scripts/articles/googledocizer.py already WRITES to Docs in the publish
+# lane; there is no READ connector, so a Doc cannot ride into a compile the
+# way gmail/confluence/jira/slack threads do -- and Docs is where the
+# humans actually draft. Wallet note: a Doc is a per-human artifact, so
+# this is the oauth_token_file pattern (gmail's), NOT service_account --
+# see the AUTH-KIND RESIDUE earmark, where pattern-proximity picked the
+# wrong identity model and cost a console-archaeology afternoon. Lands as
+# `docs` in ROSTER once it exists; until then it stays OUT of
+# scripts/mcp_menu.py, because a roster naming a command the machine
+# cannot run is the MODEL FOLLOWS THE MAP failure with a human in the seat.
# - Make the Honeybot slideshow announce it's about to do the restart before the forced (currently set to 4-hour) loop
# - EARMARK: THE MANIFEST-SIGNING LANE (seeded 2026-07-22 from the receipts ride): implement THE RECEIPT LADDER RULE's provenance triple. foo.zip is ALREADY byte-reproducible (fixed epoch/mode/order in scripts/foo_cartridge.py — the hashed body carries no wall-clock time; the uploaded 46-snapshot manifest was stamped 2026-01-01). Remaining: (1) stamp manifest.json with the source git commit SHA + `git describe` at compile time; (2) sign manifest.json with a key you control — `ssh-keygen -Y sign` is the lowest-ceremony non-repudiation; (3) optional paranoid tier: append the manifest hash to an ever-growing receipts.ndjson (poor-man's transparency log). NEEDS scripts/foo_cartridge.py in context to patch the writer/verifier — NOT foo_files.py.
# - EARMARK: SEED-PATH PEANUT-BUTTER ONBOARDING (seeded 2026-07-22): Yen Sid-ton must explain `curl ... | bash` to a cold newcomer in sandwich-rules terms — go to a stranger's address, grab the card, do everything it says UNREAD, as you, with full run of your house — then teach the grown-up form (curl -o, less, sh: fetch, read, run). Then the KEY distinction: DetSys/Nix differs not in MECHANISM but in PAYLOAD — Homebrew mutates global state in place and accretes machine-rot; Nix installs an immutable content-addressed store, enters with `nix develop`, leaves zero residue, reverses cleanly (--uninstall, survives macOS upgrades). First lesson for the New-B: you are ALLOWED to read the card. Bank into the learn()/seed() prompt copy in flake.nix.
(nix) pipulate $ m
📝 Committing: Refactor: Add detailed earmarks and notes regarding future integrations and provenance tracking
[main a98aee74] Refactor: Add detailed earmarks and notes regarding future integrations and provenance tracking
1 file changed, 11 insertions(+)
(nix) pipulate $ git push
Enumerating objects: 14, done.
Counting objects: 100% (14/14), done.
Delta compression using up to 48 threads
Compressing objects: 100% (10/10), done.
Writing objects: 100% (10/10), 5.15 KiB | 2.57 MiB/s, done.
Total 10 (delta 6), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (6/6), completed with 4 local objects.
To github.com:pipulate/pipulate.git
b74af72f..a98aee74 main -> main
(nix) pipulate $
And I hand-tested it and pu works!
(nix) pipulate $ mcp
╭──────────────────────────────────────────────── reach outside this machine ─────────────────────────────────────────────────╮
│ │
│ 1. warm Warm a persistent browser login for later scraping. │
│ 2. botify A Unix-philosophy gateway to the Botify API for Prompt Fu context. │
│ 3. confluence A Unix-philosophy gateway to the Confluence API for Prompt Fu context. │
│ 4. jira A Unix-philosophy gateway to the Jira Cloud API for Prompt Fu context. │
│ 5. slack A Unix-philosophy gateway to the Slack Web API for Prompt Fu context. │
│ 6. email A Unix-philosophy gateway to the Gmail API for Prompt Fu context. │
│ 7. sheets A Unix-philosophy gateway to Google Sheets for Prompt Fu context. │
│ 8. pu start the Pipulate server (long form: pipulate) │
│ │
╰───────────────────────────────────────────────────── type any of these ─────────────────────────────────────────────────────╯
Add --help to any command above for its full usage.
Type learn to hand this whole workshop to an AI in a web chat.
Type mcp <tool_name> to call a registered MCP tool directly.
(nix) pipulate $
Oh, but people are going to be typing 1 through 8 all the time. I can see it. I did it myself. But the menu is much weaker without the numbers. Can we make both work?
Prompt:
Roster receipts are in this compile. Read all five before proposing anything: the connector docstring survey, the boot_menu.py door-2 sed window, the flake grep positions, the rendered mcp_menu.py output, and the flake check tail.
Start with probe 4. If any row printed as a ghost, that is a defective roster and fixing it comes before everything else. If rows printed (NO MODULE DOCSTRING), tell me which connectors need one and propose the exact one-line docstring for each based on what probe 1 shows the file actually does – do not invent behavior, and if probe 1 does not show enough, say so and ask for that connector’s source instead of guessing.
If flake check shows an evaluation error, fix only that and stop.
If the roster is clean, patch scripts/boot_menu.py’s door-2 message to the 1-2-3 block, using the exact bytes from probe 2 as your SEARCH. That closes half the PIPULATE_BOOT_MENU discoverability todo, so also tell me whether the remaining half (the env vars) belongs in the door-2 message, the README install section, or the mcp footer – pick one and argue it, do not give me three options.
Then read scripts/connectors/README.md and tell me whether it already states a docstring contract. If it does, quote the line and say whether the connectors honor it. If it does not, propose the contract clause – first docstring line is a one-sentence description in the imperative, because scripts/mcp_menu.py now reads it as a live display – and patch the README in the same car.
Do not add gsc, gong, or docs to the roster. Do not touch the connectors’ argparse.
🎤
Opus 4.8 Extra: Context verified. All eight files I flagged as missing last turn are present, plus the six connector sources — enough to patch docstrings against raw source rather than reconstruct them.
Reading the receipts
Probe 4 — the roster. BEFORE was No such file or directory; AFTER is eight clean rows. Zero ghosts, zero (NO MODULE DOCSTRING). The prefix-stripper worked on both dash conventions. The double-tap closed exactly as predicted.
Probe 3 — the delta counter. BEFORE printed only matches_exit=1 (the trailing echo earned its keep — a zero-match grep emits nothing on either stream and would have vanished from the Manifest). AFTER: five located lines. Predicted +5, observed +5.
Probe 5 — flake check. Clean, all three devShells evaluate. All three drv hashes moved, including quiet, which is correct and worth naming so nobody reads it as a regression: this ride edited miscSetupLogic, which all three shells share, unlike last ride’s boot_menu change that lived only in runScript. One consequence to know about: bare pipulate in the quiet agent lane now starts a server where it previously hit argparse. The documented agent grammar is .venv/bin/python cli.py ..., so the blast radius is theoretical, but it is a real behavior change in the lane meant for machines.
Probe 1 — and the one thing it caught. Seven of seven roster connectors carry usable docstrings. But:
==> scripts/connectors/gong.py <==
# scripts/connectors/wallet.py
"""
wallet.py — Read-only scoreboard for the Pipulate connector wallet.
gong.py opens with wallet.py’s path comment and wallet.py’s module docstring — minting residue. It is harmless today for exactly one reason: gong is deliberately held out of ROSTER. The moment it lands it would introduce itself as a wallet scoreboard. The generated-description design didn’t cause this defect; it made a latent one visible before it could reach a user’s eye, and the held-back list quarantined it in the meantime. I can’t fix it — gong.py isn’t in this context, and I can’t tell from five lines whether the body is gong code with a wrong header or a copy of wallet.py that never got written. Asking for it in next context; not guessing.
The numbers: yes, and one thing they cost
You caught yourself typing 1 within minutes. That’s the menu training a reflex it then punishes, and the fix is to make the numbers real. The hazard is drift: if I hand-bind 1→warm … 8→pu in flake.nix, that’s a second ordering, free to desync from ROSTER the moment anyone reorders it — a lying menu with the user’s finger already moving. Same failure as the ghost problem, one keystroke earlier.
So the binding is generated. mcp_menu.py gains --resolve N, which prints one bare word from the same _build_rows() the display consumes; flake.nix gets a _pick helper plus nine mechanically identical one-liners that carry no roster knowledge and therefore cannot lie. 2 org/project == botify org/project, args and all. Dispatch is bare $cmd "$@" because a resolved word may itself be a shell function (pu) that an exec would miss. 9 is defined against an 8-row roster on purpose: headroom for docs, and a clean “No menu row 9” instead of command not found.
The cost, which I want on the record before you spend it. Bare digits are one global shell namespace. Once mcp owns them, no other menu can ever number itself. Which lands directly on your “Easy as 1, 2, 3” — if door 2 prints a numbered list, a New-B types 1 and gets warm, a lying menu we manufactured ourselves. So I kept the shape of your three-item fork and dropped the literal digits:
Three words get you everywhere:
learn hand this whole workshop to an AI in a web chat
mcp see what reaches outside this machine
pu start Pipulate (long form: pipulate)
Word-first is better New-B copy anyway — the eye lands on the thing you type. boot_menu’s own [1]/[2] are safe because they’re read by getch and never typed. Banking this as THE DIGIT NAMESPACE RULE.
Env var discoverability — README install section. These are automation knobs; the only caller that ever needs PIPULATE_BOOT_MENU=0 is a script. A human standing at the door-2 prompt has already answered the question the variable exists to skip, and the door-2 message must stay at three items — it’s the first fork in the road and every added line dilutes it. The mcp footer is for outward-reaching commands, and an env var is neither. The README is also the only surface read before the gate is ever hit, which is when someone provisioning a machine needs to know it can be turned off. I can’t patch it — README.md isn’t in context — so I’ve banked the decision in the todo and pulled it into next context.
Does connectors/README.md state a docstring contract? No. It mentions docstrings twice, but never as a contract on the first line. Item 7 says only "COMPILE-LANE CAUTION in the docstring: if LIST/FETCH output can contain client identifiers, say so", and the minting section says "keep the docstring shape" — which is vibes, not a clause. Hence gong.py.
The clause is below as item 8, and adopting it means the six roster connectors need new first lines. They currently read “A Unix-philosophy gateway to the Botify API for Prompt Fu context” — accurate architecture, wrong audience. Your own framing was “bring in BQL reply,” so the first line becomes the outcome and the architecture drops to paragraph two. weblogin.py already conforms (“Warm a persistent browser login”) — the one file written for a human verb needed no change, which is a decent sign the contract is describing something real rather than imposing a preference.
1. PROBES
bash -c '1() { echo "numeric fn ok: $*"; }; 1 alpha beta'
bash -c '_p() { echo "pick $1 args: ${*:2}"; }; 7() { _p 7 "$@"; }; 7 x y'
.venv/bin/python scripts/mcp_menu.py --resolve 2; echo "resolve_exit=$?"
.venv/bin/python scripts/mcp_menu.py --resolve 99; echo "badrow_exit=$?"
grep -cE '^[a-z]+\.py .+ (Bring|Warm)' scripts/connectors/*.py scripts/weblogin.py
.venv/bin/python scripts/mcp_menu.py
sed -n '/if choice == EXIT_SHELL:/,/^ else:/p' scripts/boot_menu.py
LD_LIBRARY_PATH="" nix flake check --no-build 2>&1 | tail -12
Probes 1 and 2 gate car 2 and must be run before applying it. Everything downstream assumes bash accepts bare numeric function names; if it doesn’t, nine syntax errors land in a hook that runs on every shell entry, including door 1. That’s the one patch here with a blast radius worth respecting. nix flake check cannot catch it — the shellHook is an opaque string to Nix — so these two hand-run lines are the only thing standing between the assumption and every future nix develop.
Probe 3 is the good path: BEFORE prints the whole menu (current main() ignores argv entirely), AFTER prints exactly botify. Probe 4 is the error path: BEFORE the full menu at exit 0, AFTER a stderr line at exit 1. Probe 5 has a built-in positive control — weblogin.py reads 1 in BEFORE and AFTER, which proves the pattern matches at all and turns the six zeros into real zeros rather than a broken regex (the DELTA-NOT-ABSOLUTE trap, defused by construction). Probe 6 is the payoff. Probe 7 echoes last turn’s window, now showing the three-word block. Probe 8 is the syntax gate.
By-hand acceptance, which cannot be echoed: exit, nix develop, press 2, then type mcp, then 2 bare, then 2 --help. Then mcp pipeline_state_inspector and pipulate --help to confirm neither passthrough got swallowed.
2. NEXT CONTEXT
! bash -c '1() { echo "numeric fn ok: $*"; }; 1 alpha beta'
! bash -c '_p() { echo "pick $1 args: ${*:2}"; }; 7() { _p 7 "$@"; }; 7 x y'
! .venv/bin/python scripts/mcp_menu.py --resolve 2; echo "resolve_exit=$?"
! .venv/bin/python scripts/mcp_menu.py --resolve 99; echo "badrow_exit=$?"
! grep -cE '^[a-z]+\.py .+ (Bring|Warm)' scripts/connectors/*.py scripts/weblogin.py
! .venv/bin/python scripts/mcp_menu.py
! sed -n '/if choice == EXIT_SHELL:/,/^ else:/p' scripts/boot_menu.py
! LD_LIBRARY_PATH="" nix flake check --no-build 2>&1 | tail -12
scripts/mcp_menu.py
scripts/boot_menu.py
flake.nix
foo_files.py
README.md
scripts/weblogin.py
scripts/connectors/README.md
scripts/connectors/gong.py
scripts/connectors/gmail.py
scripts/connectors/botify.py
scripts/connectors/confluence.py
scripts/connectors/jira.py
scripts/connectors/slack.py
scripts/connectors/sheets.py
That’s roughly 434KB, well under latestn’s ceiling even before you drop anything. prompt_foo.py (133KB), release.py (55KB), autognome.py (38KB), init.lua, pyproject.toml, the cartridge pair, and the version_sync/webclip/crawl trio are all inert for this ride — the rolling pin can stay or go as you like.
3. PATCHES
Five cars. Car 1 is inert until car 2 calls it — the same tracer-bullet ordering boot_menu.py used.
Car 1 — mcp_menu.py gains --resolve.
Target: scripts/mcp_menu.py
[[[SEARCH]]]
Exit code is always 0. This is a display, not a decision; nothing parses it.
"""
[[[DIVIDER]]]
DIGIT DISPATCH. The numbers beside each row are real commands: flake.nix
binds bare 1..9 to a `_pick` helper that calls this file with --resolve N,
takes the single word it prints, and runs it with whatever arguments
followed the digit. Display and dispatch both consume _build_rows(), so a
typed number can never point at a different row than the one the eye just
read, and a ghost that shifts the printed list shifts the digits with it.
Exit codes: 0 for the display and for a successful --resolve; 1 only when
--resolve is handed a number no row answers to.
"""
[[[REPLACE]]]
Target: scripts/mcp_menu.py
[[[SEARCH]]]
FOOTER = [
"Add --help to any command above for its full usage.",
[[[DIVIDER]]]
FOOTER = [
"Every number is a shortcut for the word beside it, arguments and all.",
"Add --help to any command above for its full usage.",
[[[REPLACE]]]
Target: scripts/mcp_menu.py
[[[SEARCH]]]
def main():
rows = []
ghosts = []
for command, rel in ROSTER:
description, ghost = _describe(REPO_ROOT / rel)
if ghost:
ghosts.append((command, rel, ghost))
else:
rows.append((command, description))
rows.extend(TAIL)
# Ghosts print BEFORE the panel and outside it, plainly, so they cannot
[[[DIVIDER]]]
def _build_rows():
"""The single ordered truth behind BOTH the display and --resolve.
Because one function produces the list, a ghost that shifts the printed
numbering shifts the dispatch numbering by exactly the same amount.
There is no second ordering free to drift out of sync with the first.
"""
rows = []
ghosts = []
for command, rel in ROSTER:
description, ghost = _describe(REPO_ROOT / rel)
if ghost:
ghosts.append((command, rel, ghost))
else:
rows.append((command, description))
rows.extend(TAIL)
return rows, ghosts
def resolve(token):
"""Print one row's command word. The digit-dispatch contract.
stdout is EXACTLY one bare word on success, because the shell runs it as
a command name -- any decoration here becomes a syntax error in someone
else's terminal. Everything explanatory goes to stderr.
"""
rows, _ghosts = _build_rows()
try:
index = int(token)
except ValueError:
index = 0
if not 1 <= index <= len(rows):
sys.stderr.write(
f"No menu row {token}. Type mcp for the current roster "
f"(rows 1-{len(rows)}).\n"
)
return 1
print(rows[index - 1][0])
return 0
def main():
if len(sys.argv) == 3 and sys.argv[1] == "--resolve":
return resolve(sys.argv[2])
rows, ghosts = _build_rows()
# Ghosts print BEFORE the panel and outside it, plainly, so they cannot
[[[REPLACE]]]
Target: scripts/mcp_menu.py
[[[SEARCH]]]
title="reach outside this machine",
subtitle="type any of these",
[[[DIVIDER]]]
title="reach outside this machine",
subtitle="type the number or the word",
[[[REPLACE]]]
Car 2 — the digit namespace in flake.nix. Do not apply until probes 1 and 2 print their ok lines.
Target: flake.nix
[[[SEARCH]]]
pipulate() {
if [ "$#" -eq 0 ]; then
pu
else
command pipulate "$@"
fi
}
# THE CONNECTOR GRAMMAR (idea #7 made literal): tiny Unix commands,
[[[DIVIDER]]]
pipulate() {
if [ "$#" -eq 0 ]; then
pu
else
command pipulate "$@"
fi
}
# THE DIGIT NAMESPACE: bare 1..9 run whatever row mcp just printed.
# A numbered menu trains the hand to type numbers, so the numbers had
# better BE commands -- and they had better mean what the panel said.
# The ordering therefore lives in exactly one place, mcp_menu.py's
# ROSTER, read by --resolve at dispatch time. Hand-binding names here
# would be a second ordering free to drift from the first, and a
# drifted digit is a lying menu with the user's finger already moving
# (THE SAME-CAR LABEL RULE, one keystroke earlier). These nine
# one-liners carry no roster knowledge and so cannot lie about it.
#
# Args pass through: `2 org/project` == `botify org/project`. Dispatch
# is bare `$cmd "$@"` because a resolved word may itself be a shell
# function (`pu`), which an exec or a subshell would miss. 9 is
# defined against an 8-row roster on purpose: headroom for a future
# row, and a clean "No menu row 9" instead of command-not-found.
#
# SPENDING THE NAMESPACE: bare digits are ONE global shell namespace
# and this roster now owns it. Every other menu in the workshop must
# use words or bracketed keypresses instead -- boot_menu's [1]/[2] are
# read by getch and never typed, so they do not collide.
_pick() {
local menu="$PIPULATE_ROOT/scripts/mcp_menu.py"
if [ ! -f "$menu" ]; then
echo "Roster unavailable: $menu is missing. Type mcp for options." >&2
return 1
fi
local n="$1"
shift
local cmd
cmd=$("$PIPULATE_ROOT/.venv/bin/python" "$menu" --resolve "$n") || return 1
$cmd "$@"
}
1() { _pick 1 "$@"; }
2() { _pick 2 "$@"; }
3() { _pick 3 "$@"; }
4() { _pick 4 "$@"; }
5() { _pick 5 "$@"; }
6() { _pick 6 "$@"; }
7() { _pick 7 "$@"; }
8() { _pick 8 "$@"; }
9() { _pick 9 "$@"; }
# THE CONNECTOR GRAMMAR (idea #7 made literal): tiny Unix commands,
[[[REPLACE]]]
Car 3 — the door-2 message.
Target: scripts/boot_menu.py
[[[SEARCH]]]
if choice == EXIT_SHELL:
print(f"Staying in the shell. Nothing started -- no {name}, no JupyterLab.")
print("Type learn to have an AI walk you through the workshop.")
print(f"Type python server.py to start {name} later.")
else:
[[[DIVIDER]]]
if choice == EXIT_SHELL:
print(f"Staying in the shell. Nothing started -- no {name}, no JupyterLab.")
print()
print("Three words get you everywhere:")
print(" learn hand this whole workshop to an AI in a web chat")
print(" mcp see what reaches outside this machine")
print(f" pu start {name} (long form: pipulate)")
else:
[[[REPLACE]]]
Car 4 — the docstring contract and the six first lines it governs.
Target: scripts/connectors/README.md
[[[SEARCH]]]
7. COMPILE-LANE CAUTION in the docstring: if LIST/FETCH output can contain
client identifiers, say so, and rely on pii_substitutions.txt coverage
before any `!` invocation rides to a cloud chat window.
[[[DIVIDER]]]
7. COMPILE-LANE CAUTION in the docstring: if LIST/FETCH output can contain
client identifiers, say so, and rely on pii_substitutions.txt coverage
before any `!` invocation rides to a cloud chat window.
8. THE FIRST DOCSTRING LINE IS A LIVE DISPLAY, not prose. `scripts/mcp_menu.py`
reads it with `ast.get_docstring` (never an import) and prints it verbatim
beside the command word in the `mcp` roster, so it must read as an
instruction to a newcomer who has never opened the file:
`name.py — <verb phrase, one sentence, under ~70 chars>`, e.g. "Bring a
Jira project, issue, or JQL search into context." The `name.py — `
self-label is stripped before display, so the sentence must stand alone.
Architecture notes ("a Unix-philosophy gateway to...") belong in the SECOND
paragraph, where the reader is a developer rather than a menu. A connector
with no module docstring still lists, wearing a loud placeholder that names
its own fix; a connector whose first line describes a DIFFERENT file ships
a lying menu row the moment it enters the roster.
[[[REPLACE]]]
Target: scripts/connectors/README.md
[[[SEARCH]]]
Copy the closest existing connector, keep the docstring shape, keep the
disambiguation table, keep the breadcrumbs. If an API's paging differs,
write that API's paging — do not generalize another connector's.
[[[DIVIDER]]]
Copy the closest existing connector, keep the docstring shape, keep the
disambiguation table, keep the breadcrumbs. If an API's paging differs,
write that API's paging — do not generalize another connector's. Then REWRITE
the first docstring line before anything else (contract item 8): a copied
connector that keeps its template's first line will display the template's
name in the `mcp` roster, which is how `gong.py` came to introduce itself as
`wallet.py`.
[[[REPLACE]]]
Target: scripts/connectors/botify.py
[[[SEARCH]]]
botify.py — A Unix-philosophy gateway to the Botify API for Prompt Fu context.
Golden-path modes, auto-detected from the single positional argument:
[[[DIVIDER]]]
botify.py — Bring Botify crawl data and BQL query results into context.
A Unix-philosophy gateway to the Botify API for Prompt Fu context.
Golden-path modes, auto-detected from the single positional argument:
[[[REPLACE]]]
Target: scripts/connectors/confluence.py
[[[SEARCH]]]
confluence.py — A Unix-philosophy gateway to the Confluence API for Prompt Fu context.
Golden-path modes, auto-detected from the single positional argument:
[[[DIVIDER]]]
confluence.py — Bring a Confluence space, page, or search result into context.
A Unix-philosophy gateway to the Confluence API for Prompt Fu context.
Golden-path modes, auto-detected from the single positional argument:
[[[REPLACE]]]
Target: scripts/connectors/jira.py
[[[SEARCH]]]
jira.py — A Unix-philosophy gateway to the Jira Cloud API for Prompt Fu context.
Golden-path modes, auto-detected from the single positional argument:
[[[DIVIDER]]]
jira.py — Bring a Jira project, issue, or JQL search into context.
A Unix-philosophy gateway to the Jira Cloud API for Prompt Fu context.
Golden-path modes, auto-detected from the single positional argument:
[[[REPLACE]]]
Target: scripts/connectors/slack.py
[[[SEARCH]]]
slack.py — A Unix-philosophy gateway to the Slack Web API for Prompt Fu context.
Golden-path modes, auto-detected from the single positional argument:
[[[DIVIDER]]]
slack.py — Bring a Slack channel or message thread into context.
A Unix-philosophy gateway to the Slack Web API for Prompt Fu context.
Golden-path modes, auto-detected from the single positional argument:
[[[REPLACE]]]
Target: scripts/connectors/gmail.py
[[[SEARCH]]]
gmail.py — A Unix-philosophy gateway to the Gmail API for Prompt Fu context.
Two golden-path modes, auto-detected from the single positional argument:
[[[DIVIDER]]]
gmail.py — Bring an email thread or a sender's recent threads into context.
A Unix-philosophy gateway to the Gmail API for Prompt Fu context.
Two golden-path modes, auto-detected from the single positional argument:
[[[REPLACE]]]
Target: scripts/connectors/sheets.py
[[[SEARCH]]]
sheets.py — A Unix-philosophy gateway to Google Sheets for Prompt Fu context.
Golden-path modes, auto-detected from the single positional argument:
[[[DIVIDER]]]
sheets.py — Bring a Google Sheet's tabs and cell data into context.
A Unix-philosophy gateway to Google Sheets for Prompt Fu context.
Golden-path modes, auto-detected from the single positional argument:
[[[REPLACE]]]
Car 5 — the rule and the two todos.
Target: foo_files.py
[[[SEARCH]]]
# THE LIVE-PROMPT MIRAGE (banked 2026-07-23, dot-counted): a background job
[[[DIVIDER]]]
# THE DIGIT NAMESPACE RULE (banked 2026-07-23, collision caught pre-flight):
# bare digits typed at a shell prompt are ONE global namespace, and exactly
# one menu may own them. A numbered menu trains the hand to type numbers --
# the operator caught himself doing it within minutes of the mcp roster
# landing -- so the numbers must BE commands or the menu teaches a reflex it
# then punishes. The mcp roster spends the namespace because it is the
# highest-traffic list in the shell; every OTHER menu therefore uses words or
# bracketed keypress affordances (boot_menu's [1]/[2] are read by getch, never
# typed, so they do not collide -- which is why door 2's "easy as 1, 2, 3"
# shipped as three words instead of three digits). Corollary: a digit binding
# is GENERATED from the roster it displays, never hand-bound alongside it. A
# second ordering is free to drift, and a drifted digit is a lying menu with
# the user's finger already moving.
# THE LIVE-PROMPT MIRAGE (banked 2026-07-23, dot-counted): a background job
[[[REPLACE]]]
Target: foo_files.py
[[[SEARCH]]]
# - TODO: surface PIPULATE_BOOT_MENU and PIPULATE_BOOT_MENU_TIMEOUT somewhere
# a human finds them (README install section, or the door-2 message).
# Both are currently discoverable only by reading scripts/boot_menu.py.
[[[DIVIDER]]]
# - TODO: surface PIPULATE_BOOT_MENU and PIPULATE_BOOT_MENU_TIMEOUT in the
# README install section -- DECIDED 2026-07-23, not the door-2 message and
# not the mcp footer. These are automation knobs, and the only caller that
# ever needs PIPULATE_BOOT_MENU=0 is a script; a human standing at the
# door-2 prompt has already answered the question the variable exists to
# skip, and that message must stay at three items. The README is also the
# one surface read BEFORE the gate is ever hit, which is when someone
# provisioning a machine needs to know it can be turned off. Needs
# README.md in context to patch.
# - TODO: scripts/connectors/gong.py opens with wallet.py's path comment AND
# wallet.py's module docstring (head -5 receipt, 2026-07-23) -- minting
# residue from copying wallet.py as the template. Harmless today ONLY
# because gong is deliberately held out of scripts/mcp_menu.py's ROSTER;
# the moment it lands it introduces itself as "Read-only scoreboard for the
# Pipulate connector wallet." Needs gong.py in context to fix, and the head
# -5 cannot tell us whether the BODY is gong code with a wrong header or an
# actual copy of wallet.py.
[[[REPLACE]]]
4. PROMPT
**MikeLev.in**: Digit-dispatch receipts are in this compile. Read all eight before proposing anything: the two bash shape probes, --resolve on a good row and a bad row, the docstring-line grep with weblogin as its built-in positive control, the rendered roster, the boot_menu door-2 window, and the flake check tail.
Gate on the bash probes first. If either printed a syntax error instead of its ok line, bare numeric function names are not available in this bash and car 2 was wrong to land -- say so, propose the revert, and give me the alias-based fallback instead of arguing for the version that just failed.
If the roster rendered with six new Bring lines plus weblogin's Warm line, read that column as a newcomer would and tell me which single row still reads like it was written for a developer. Fix exactly that one. Do not touch the other six to make them match a pattern you like better.
scripts/connectors/gong.py is in this context now. Tell me whether its BODY is gong code wearing a wrong header, or an actual copy of wallet.py that never got written, and patch its first docstring line to contract item 8 based on what the file actually does. If it turns out to be wallet code, say so plainly and do not invent a gong docstring for a file that does not implement gong.
README.md is also in this context. Patch the install section with PIPULATE_BOOT_MENU and PIPULATE_BOOT_MENU_TIMEOUT per the decision banked in foo_files.py, then delete that todo line in the same car.
Do not add gsc, gong, or docs to the roster. Do not renumber ROSTER.
5. EXTERNAL DELIVERABLES
None this turn.
MikeLev.in: Wow, I feel like parts of the product is decloaking. This is that 1 + 1 = 3 thing again. Compounding returns. Investing internally. Myelinated. Manufacturing deterministic reproducibility! Tweaking it out and up to the surface. Identifying a new Blue that was there all the time in the sky and ocean but the word didn’t come yet. The word I want to say is WORA, the long-awaited promise and how things can just start to work that you always thought should have but for some reason never really clicked in the past or had to be left to specialized developers.
Now, it’s all plain text casting shadows on the cave wall. Now, AIs just understand everything about your code execution environment down to the metal, more or less. This context is unusually thorough along various dimension. 30-and-3 that! I’ll get you started. The Nix Iac. The book-ore spine and article history. These really easy tools to call. The way the UML and file-trees are available. A knowledge of every file in the repo. I bet there’s a ton more. 30-and-3 it please. The reduced determinism of multiple-turns and the KV-cache is eliminated. It’s all just there. The ToC and other book navigational devices. Wow, there’s a lot!
Probe:
$ git status
On branch main
Your branch is up to date with 'origin/main'.
nothing to commit, working tree clean
(nix) pipulate $ bash -c '1() { echo "numeric fn ok: $*"; }; 1 alpha beta'
bash -c '_p() { echo "pick $1 args: ${*:2}"; }; 7() { _p 7 "$@"; }; 7 x y'
.venv/bin/python scripts/mcp_menu.py --resolve 2; echo "resolve_exit=$?"
.venv/bin/python scripts/mcp_menu.py --resolve 99; echo "badrow_exit=$?"
grep -cE '^[a-z]+\.py .+ (Bring|Warm)' scripts/connectors/*.py scripts/weblogin.py
.venv/bin/python scripts/mcp_menu.py
sed -n '/if choice == EXIT_SHELL:/,/^ else:/p' scripts/boot_menu.py
LD_LIBRARY_PATH="" nix flake check --no-build 2>&1 | tail -12
numeric fn ok: alpha beta
pick 7 args: x y
╭──────────────────────────────────────────────── reach outside this machine ─────────────────────────────────────────────────╮
│ │
│ 1. warm Warm a persistent browser login for later scraping. │
│ 2. botify A Unix-philosophy gateway to the Botify API for Prompt Fu context. │
│ 3. confluence A Unix-philosophy gateway to the Confluence API for Prompt Fu context. │
│ 4. jira A Unix-philosophy gateway to the Jira Cloud API for Prompt Fu context. │
│ 5. slack A Unix-philosophy gateway to the Slack Web API for Prompt Fu context. │
│ 6. email A Unix-philosophy gateway to the Gmail API for Prompt Fu context. │
│ 7. sheets A Unix-philosophy gateway to Google Sheets for Prompt Fu context. │
│ 8. pu start the Pipulate server (long form: pipulate) │
│ │
╰───────────────────────────────────────────────────── type any of these ─────────────────────────────────────────────────────╯
Add --help to any command above for its full usage.
Type learn to hand this whole workshop to an AI in a web chat.
Type mcp <tool_name> to call a registered MCP tool directly.
resolve_exit=0
╭──────────────────────────────────────────────── reach outside this machine ─────────────────────────────────────────────────╮
│ │
│ 1. warm Warm a persistent browser login for later scraping. │
│ 2. botify A Unix-philosophy gateway to the Botify API for Prompt Fu context. │
│ 3. confluence A Unix-philosophy gateway to the Confluence API for Prompt Fu context. │
│ 4. jira A Unix-philosophy gateway to the Jira Cloud API for Prompt Fu context. │
│ 5. slack A Unix-philosophy gateway to the Slack Web API for Prompt Fu context. │
│ 6. email A Unix-philosophy gateway to the Gmail API for Prompt Fu context. │
│ 7. sheets A Unix-philosophy gateway to Google Sheets for Prompt Fu context. │
│ 8. pu start the Pipulate server (long form: pipulate) │
│ │
╰───────────────────────────────────────────────────── type any of these ─────────────────────────────────────────────────────╯
Add --help to any command above for its full usage.
Type learn to hand this whole workshop to an AI in a web chat.
Type mcp <tool_name> to call a registered MCP tool directly.
badrow_exit=0
scripts/connectors/botify.py:0
scripts/connectors/confluence.py:0
scripts/connectors/gmail.py:0
scripts/connectors/gong.py:0
scripts/connectors/gsc.py:0
scripts/connectors/jira.py:0
scripts/connectors/sheets.py:0
scripts/connectors/slack.py:0
scripts/connectors/wallet.py:0
scripts/weblogin.py:1
╭──────────────────────────────────────────────── reach outside this machine ─────────────────────────────────────────────────╮
│ │
│ 1. warm Warm a persistent browser login for later scraping. │
│ 2. botify A Unix-philosophy gateway to the Botify API for Prompt Fu context. │
│ 3. confluence A Unix-philosophy gateway to the Confluence API for Prompt Fu context. │
│ 4. jira A Unix-philosophy gateway to the Jira Cloud API for Prompt Fu context. │
│ 5. slack A Unix-philosophy gateway to the Slack Web API for Prompt Fu context. │
│ 6. email A Unix-philosophy gateway to the Gmail API for Prompt Fu context. │
│ 7. sheets A Unix-philosophy gateway to Google Sheets for Prompt Fu context. │
│ 8. pu start the Pipulate server (long form: pipulate) │
│ │
╰───────────────────────────────────────────────────── type any of these ─────────────────────────────────────────────────────╯
Add --help to any command above for its full usage.
Type learn to hand this whole workshop to an AI in a web chat.
Type mcp <tool_name> to call a registered MCP tool directly.
if choice == EXIT_SHELL:
print(f"Staying in the shell. Nothing started -- no {name}, no JupyterLab.")
print("Type learn to have an AI walk you through the workshop.")
print(f"Type python server.py to start {name} later.")
else:
derivation evaluated to /nix/store/1h5j5rsajd7ghsynsrq1s465584pyp8k-nix-shell.drv
checking derivation devShells.x86_64-linux.dev...
derivation evaluated to /nix/store/isayy4aysi47nmak3wcrxrn5cipghj35-nix-shell.drv
checking derivation devShells.x86_64-linux.quiet...
derivation evaluated to /nix/store/b1pl2xni28w96rzy10x6wb5xss89cgh7-nix-shell.drv
checking flake output 'packages'...
checking derivation packages.x86_64-linux.default...
derivation evaluated to /nix/store/2wcazabyd7qpcmvcdb2546hamydi4cm2-pipulate.tar.gz.drv
checking derivation packages.x86_64-linux.dockerImage...
derivation evaluated to /nix/store/2wcazabyd7qpcmvcdb2546hamydi4cm2-pipulate.tar.gz.drv
warning: The check omitted these incompatible systems: aarch64-darwin, aarch64-linux, x86_64-darwin
Use '--all-systems' to check all.
(nix) pipulate $
Context:
# adhoc.txt _ _ _ to set context____ _ _ ___ ____ _ <F5> Simpson Couch Gag Here (explain anything to the audience you feel needs it explained)
# / \ __| | | | | | ___ ___ / ___| | | |/ _ \| _ \| |
# ahe/ _ \ / _` | | |_| |/ _ \ / __| | | | |_| | | | | |_) | | Riddle: What happens when everything you try to do
# ahc ___ \ (_| | | _ | (_) | (__ | |___| _ | |_| | __/|_| just seems to magically work with a high success rate
# /_/ \_\__,_| |_| |_|\___/ \___| \____|_| |_|\___/|_| (_) almost every single time? I don't know. Let's see!
# Ad Hoc CHOP: The Not-Managed-by-Git Safe-for-Client-Data place
# BIG STANDARD STUFF (Optionally comment out any)
! python scripts/articles/lsa.py -t 1 --reverse --fmt dated-slugs # <-- The "Rolling Pin" that gives the 40K foot book-spine view of book-ore.
~/repos/nixos/autognome.py # <-- Letting the AIs really understand my environment (The Brave Little Tailor punches above Their Weight Class proving the dunning-kruger effect the gate-keeper's (lower-case) lament.)
scripts/foo_cartridge.py # Needs description
scripts/foo_replay.py # Needs description
pyproject.toml # <-- The PyPI Packaging details
prompt_foo.py # <-- Prompt Fu compiler, makes the very README for AGENTS-like payload you're reading right now, but it needs to be more like that
foo_files.py # <-- This is the router, evolving book outline and the things you pin-up to produced the recursive self-improvement loops
.gitattributes # <-- Model: understand that `nbstripout` and `jupytext` are both in play. Just talk the human through .ipynb patches.
.gitignore # <-- Creates "negative space" for sub-rep's to share parent environment and "snap" proprietary secret features into place.
init.lua # <-- Daily driver hot-keys that overlap with aliases in flake.nix
flake.nix # <-- Solves world's WRITE ONCE RUN ANYWHERE problem like Java never could. Also resolves the bootstrap paradox.
requirements.in # <-- All known dependencies and (necessary) version pinning. WORA gotcha's exposed.
apply.py # <-- How can "Web UI" ChatBots edit your code? With this Aider-inspired Player Piano patch applier.
scripts/xp.py # <-- Transforms host OS copy-paste buffer player-piano music into context-payload.
scripts/ai.py # <-- How I constantly use local AI to write git commit messages with `m` alias.
cli.py # <-- Catch-all actuator for PyPI envs, Python anchoring, MCP tool-call (plus alternatives) and **kwargs like wrapping for CLI
scripts/weblogin.py # <-- Lets the user "warm up" the cache for their web logins at their leisure on a profile that persists.
scripts/crawl.py # <-- Feel free to ask for something to be crawled and included in the next turn.
__init__.py # <-- Master versioning
release.py # <-- How everything ends up where it does (GitHub, PyPI, etc.)
scripts/webclip_2_markdown.py # <-- Lets you copy HTML from a browser and paste it elsewhere as Markdown (good for capturing AI thinking steps / need to shorten the name)
scripts/release/version_sync.py # <-- Needs to be wrapped into release.py and eliminated, I think.
# --- Under this line is were you paste what the AI gives you ---
# --- We call it context but it's really just the right-hand ---
# --- blast-radius of the "probes" to make this all science. ---
! bash -c '1() { echo "numeric fn ok: $*"; }; 1 alpha beta'
! bash -c '_p() { echo "pick $1 args: ${*:2}"; }; 7() { _p 7 "$@"; }; 7 x y'
! .venv/bin/python scripts/mcp_menu.py --resolve 2; echo "resolve_exit=$?"
! .venv/bin/python scripts/mcp_menu.py --resolve 99; echo "badrow_exit=$?"
! grep -cE '^[a-z]+\.py .+ (Bring|Warm)' scripts/connectors/*.py scripts/weblogin.py
! .venv/bin/python scripts/mcp_menu.py
! sed -n '/if choice == EXIT_SHELL:/,/^ else:/p' scripts/boot_menu.py
! LD_LIBRARY_PATH="" nix flake check --no-build 2>&1 | tail -12
scripts/mcp_menu.py
scripts/boot_menu.py
flake.nix
foo_files.py
README.md
scripts/weblogin.py
scripts/connectors/README.md
scripts/connectors/gong.py
scripts/connectors/gmail.py
scripts/connectors/botify.py
scripts/connectors/confluence.py
scripts/connectors/jira.py
scripts/connectors/slack.py
scripts/connectors/sheets.py
Patches: [patch, app, d, m, patch, app, d, m…]
$ git status
On branch main
Your branch is up to date with 'origin/main'.
nothing to commit, working tree clean
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/mcp_menu.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/mcp_menu.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/mcp_menu.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/mcp_menu.py'.
(nix) pipulate $ d
diff --git a/scripts/mcp_menu.py b/scripts/mcp_menu.py
index 43292f9b..4728ea91 100644
--- a/scripts/mcp_menu.py
+++ b/scripts/mcp_menu.py
@@ -25,7 +25,15 @@ sentences would cost seconds and could fail outright on absent credentials.
ast.get_docstring reads the file as text and cares about none of that --
the same technique prompt_foo.py's generate_tool_roster() uses on tools/*.
-Exit code is always 0. This is a display, not a decision; nothing parses it.
+DIGIT DISPATCH. The numbers beside each row are real commands: flake.nix
+binds bare 1..9 to a `_pick` helper that calls this file with --resolve N,
+takes the single word it prints, and runs it with whatever arguments
+followed the digit. Display and dispatch both consume _build_rows(), so a
+typed number can never point at a different row than the one the eye just
+read, and a ghost that shifts the printed list shifts the digits with it.
+
+Exit codes: 0 for the display and for a successful --resolve; 1 only when
+--resolve is handed a number no row answers to.
"""
import ast
import os
@@ -63,6 +71,7 @@ TAIL = [
]
FOOTER = [
+ "Every number is a shortcut for the word beside it, arguments and all.",
"Add --help to any command above for its full usage.",
"Type learn to hand this whole workshop to an AI in a web chat.",
"Type mcp <tool_name> to call a registered MCP tool directly.",
@@ -108,7 +117,13 @@ def _describe(script_path):
return line, None
-def main():
+def _build_rows():
+ """The single ordered truth behind BOTH the display and --resolve.
+
+ Because one function produces the list, a ghost that shifts the printed
+ numbering shifts the dispatch numbering by exactly the same amount.
+ There is no second ordering free to drift out of sync with the first.
+ """
rows = []
ghosts = []
for command, rel in ROSTER:
@@ -118,6 +133,36 @@ def main():
else:
rows.append((command, description))
rows.extend(TAIL)
+ return rows, ghosts
+
+
+def resolve(token):
+ """Print one row's command word. The digit-dispatch contract.
+
+ stdout is EXACTLY one bare word on success, because the shell runs it as
+ a command name -- any decoration here becomes a syntax error in someone
+ else's terminal. Everything explanatory goes to stderr.
+ """
+ rows, _ghosts = _build_rows()
+ try:
+ index = int(token)
+ except ValueError:
+ index = 0
+ if not 1 <= index <= len(rows):
+ sys.stderr.write(
+ f"No menu row {token}. Type mcp for the current roster "
+ f"(rows 1-{len(rows)}).\n"
+ )
+ return 1
+ print(rows[index - 1][0])
+ return 0
+
+
+def main():
+ if len(sys.argv) == 3 and sys.argv[1] == "--resolve":
+ return resolve(sys.argv[2])
+
+ rows, ghosts = _build_rows()
# Ghosts print BEFORE the panel and outside it, plainly, so they cannot
# be mistaken for a menu row or scrolled past inside a border.
@@ -140,7 +185,7 @@ def main():
Panel(
body,
title="reach outside this machine",
- subtitle="type any of these",
+ subtitle="type the number or the word",
border_style="cyan",
padding=(1, 2),
)
(nix) pipulate $ m
📝 Committing: chore: Clarify exit codes and dispatch behavior in mcp_menu.py
[main 915a218b] chore: Clarify exit codes and dispatch behavior in mcp_menu.py
1 file changed, 48 insertions(+), 3 deletions(-)
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'flake.nix'.
(nix) pipulate $ d
diff --git a/flake.nix b/flake.nix
index 14ddb74c..a726e142 100644
--- a/flake.nix
+++ b/flake.nix
@@ -964,6 +964,47 @@ runScript = pkgs.writeShellScriptBin "run-script" ''
command pipulate "$@"
fi
}
+ # THE DIGIT NAMESPACE: bare 1..9 run whatever row mcp just printed.
+ # A numbered menu trains the hand to type numbers, so the numbers had
+ # better BE commands -- and they had better mean what the panel said.
+ # The ordering therefore lives in exactly one place, mcp_menu.py's
+ # ROSTER, read by --resolve at dispatch time. Hand-binding names here
+ # would be a second ordering free to drift from the first, and a
+ # drifted digit is a lying menu with the user's finger already moving
+ # (THE SAME-CAR LABEL RULE, one keystroke earlier). These nine
+ # one-liners carry no roster knowledge and so cannot lie about it.
+ #
+ # Args pass through: `2 org/project` == `botify org/project`. Dispatch
+ # is bare `$cmd "$@"` because a resolved word may itself be a shell
+ # function (`pu`), which an exec or a subshell would miss. 9 is
+ # defined against an 8-row roster on purpose: headroom for a future
+ # row, and a clean "No menu row 9" instead of command-not-found.
+ #
+ # SPENDING THE NAMESPACE: bare digits are ONE global shell namespace
+ # and this roster now owns it. Every other menu in the workshop must
+ # use words or bracketed keypresses instead -- boot_menu's [1]/[2] are
+ # read by getch and never typed, so they do not collide.
+ _pick() {
+ local menu="$PIPULATE_ROOT/scripts/mcp_menu.py"
+ if [ ! -f "$menu" ]; then
+ echo "Roster unavailable: $menu is missing. Type mcp for options." >&2
+ return 1
+ fi
+ local n="$1"
+ shift
+ local cmd
+ cmd=$("$PIPULATE_ROOT/.venv/bin/python" "$menu" --resolve "$n") || return 1
+ $cmd "$@"
+ }
+ 1() { _pick 1 "$@"; }
+ 2() { _pick 2 "$@"; }
+ 3() { _pick 3 "$@"; }
+ 4() { _pick 4 "$@"; }
+ 5() { _pick 5 "$@"; }
+ 6() { _pick 6 "$@"; }
+ 7() { _pick 7 "$@"; }
+ 8() { _pick 8 "$@"; }
+ 9() { _pick 9 "$@"; }
# THE CONNECTOR GRAMMAR (idea #7 made literal): tiny Unix commands,
# one per API, each a self-contained file in scripts/connectors/.
# Args pass through: `botify org/project`, `confluence ENG`,
(nix) pipulate $ m
📝 Committing: chore: Implement digit namespace for mcp_menu.py interaction
[main 8a8c2ba9] chore: Implement digit namespace for mcp_menu.py interaction
1 file changed, 41 insertions(+)
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/boot_menu.py'.
(nix) pipulate $ d
diff --git a/scripts/boot_menu.py b/scripts/boot_menu.py
index f2e4da24..a6803572 100644
--- a/scripts/boot_menu.py
+++ b/scripts/boot_menu.py
@@ -181,8 +181,11 @@ def main() -> int:
print()
if choice == EXIT_SHELL:
print(f"Staying in the shell. Nothing started -- no {name}, no JupyterLab.")
- print("Type learn to have an AI walk you through the workshop.")
- print(f"Type python server.py to start {name} later.")
+ print()
+ print("Three words get you everywhere:")
+ print(" learn hand this whole workshop to an AI in a web chat")
+ print(" mcp see what reaches outside this machine")
+ print(f" pu start {name} (long form: pipulate)")
else:
print(f"Starting {name}...")
return choice
(nix) pipulate $ m
📝 Committing: chore: Update boot menu with helpful prompts
[main c572fbab] chore: Update boot menu with helpful prompts
1 file changed, 5 insertions(+), 2 deletions(-)
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/connectors/README.md'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/connectors/README.md'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/connectors/botify.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/connectors/confluence.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/connectors/jira.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/connectors/slack.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/connectors/gmail.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/connectors/sheets.py'.
(nix) pipulate $ d
diff --git a/scripts/connectors/README.md b/scripts/connectors/README.md
index e07e90ca..2b1d352a 100644
--- a/scripts/connectors/README.md
+++ b/scripts/connectors/README.md
@@ -26,6 +26,18 @@ has been fixed in the same helper in two files.
7. COMPILE-LANE CAUTION in the docstring: if LIST/FETCH output can contain
client identifiers, say so, and rely on pii_substitutions.txt coverage
before any `!` invocation rides to a cloud chat window.
+8. THE FIRST DOCSTRING LINE IS A LIVE DISPLAY, not prose. `scripts/mcp_menu.py`
+ reads it with `ast.get_docstring` (never an import) and prints it verbatim
+ beside the command word in the `mcp` roster, so it must read as an
+ instruction to a newcomer who has never opened the file:
+ `name.py — <verb phrase, one sentence, under ~70 chars>`, e.g. "Bring a
+ Jira project, issue, or JQL search into context." The `name.py — `
+ self-label is stripped before display, so the sentence must stand alone.
+ Architecture notes ("a Unix-philosophy gateway to...") belong in the SECOND
+ paragraph, where the reader is a developer rather than a menu. A connector
+ with no module docstring still lists, wearing a loud placeholder that names
+ its own fix; a connector whose first line describes a DIFFERENT file ships
+ a lying menu row the moment it enters the roster.
## The Wallet (~/.config/pipulate/connectors.json)
@@ -67,4 +79,8 @@ weblogin.py, not a token). Every future connector copies one of these five.
Copy the closest existing connector, keep the docstring shape, keep the
disambiguation table, keep the breadcrumbs. If an API's paging differs,
-write that API's paging — do not generalize another connector's.
+write that API's paging — do not generalize another connector's. Then REWRITE
+the first docstring line before anything else (contract item 8): a copied
+connector that keeps its template's first line will display the template's
+name in the `mcp` roster, which is how `gong.py` came to introduce itself as
+`wallet.py`.
diff --git a/scripts/connectors/botify.py b/scripts/connectors/botify.py
index 80684fd3..da51e788 100644
--- a/scripts/connectors/botify.py
+++ b/scripts/connectors/botify.py
@@ -1,7 +1,9 @@
#!/usr/bin/env python3
# scripts/botify.py
"""
-botify.py — A Unix-philosophy gateway to the Botify API for Prompt Fu context.
+botify.py — Bring Botify crawl data and BQL query results into context.
+
+A Unix-philosophy gateway to the Botify API for Prompt Fu context.
Golden-path modes, auto-detected from the single positional argument:
diff --git a/scripts/connectors/confluence.py b/scripts/connectors/confluence.py
index 88e43df9..88663fde 100644
--- a/scripts/connectors/confluence.py
+++ b/scripts/connectors/confluence.py
@@ -1,7 +1,9 @@
#!/usr/bin/env python3
# scripts/confluence.py
"""
-confluence.py — A Unix-philosophy gateway to the Confluence API for Prompt Fu context.
+confluence.py — Bring a Confluence space, page, or search result into context.
+
+A Unix-philosophy gateway to the Confluence API for Prompt Fu context.
Golden-path modes, auto-detected from the single positional argument:
diff --git a/scripts/connectors/gmail.py b/scripts/connectors/gmail.py
index 62a27e1b..a85c2751 100644
--- a/scripts/connectors/gmail.py
+++ b/scripts/connectors/gmail.py
@@ -1,7 +1,9 @@
#!/usr/bin/env python3
# scripts/gmail.py
"""
-gmail.py — A Unix-philosophy gateway to the Gmail API for Prompt Fu context.
+gmail.py — Bring an email thread or a sender's recent threads into context.
+
+A Unix-philosophy gateway to the Gmail API for Prompt Fu context.
Two golden-path modes, auto-detected from the single positional argument:
diff --git a/scripts/connectors/jira.py b/scripts/connectors/jira.py
index 4760a695..39c0803b 100644
--- a/scripts/connectors/jira.py
+++ b/scripts/connectors/jira.py
@@ -1,7 +1,9 @@
#!/usr/bin/env python3
# scripts/connectors/jira.py
"""
-jira.py — A Unix-philosophy gateway to the Jira Cloud API for Prompt Fu context.
+jira.py — Bring a Jira project, issue, or JQL search into context.
+
+A Unix-philosophy gateway to the Jira Cloud API for Prompt Fu context.
Golden-path modes, auto-detected from the single positional argument:
diff --git a/scripts/connectors/sheets.py b/scripts/connectors/sheets.py
index 5540dddf..600d523c 100644
--- a/scripts/connectors/sheets.py
+++ b/scripts/connectors/sheets.py
@@ -1,7 +1,9 @@
#!/usr/bin/env python3
# scripts/connectors/sheets.py
"""
-sheets.py — A Unix-philosophy gateway to Google Sheets for Prompt Fu context.
+sheets.py — Bring a Google Sheet's tabs and cell data into context.
+
+A Unix-philosophy gateway to Google Sheets for Prompt Fu context.
Golden-path modes, auto-detected from the single positional argument:
diff --git a/scripts/connectors/slack.py b/scripts/connectors/slack.py
index 5957cd75..470b9ac1 100644
--- a/scripts/connectors/slack.py
+++ b/scripts/connectors/slack.py
@@ -1,7 +1,9 @@
#!/usr/bin/env python3
# scripts/connectors/slack.py
"""
-slack.py — A Unix-philosophy gateway to the Slack Web API for Prompt Fu context.
+slack.py — Bring a Slack channel or message thread into context.
+
+A Unix-philosophy gateway to the Slack Web API for Prompt Fu context.
Golden-path modes, auto-detected from the single positional argument:
(nix) pipulate $ m
📝 Committing: chore: Update connector READMEs with detailed docstrings and instructions
[main dda4fdd9] chore: Update connector READMEs with detailed docstrings and instructions
7 files changed, 35 insertions(+), 7 deletions(-)
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'foo_files.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'foo_files.py'.
(nix) pipulate $ d
diff --git a/foo_files.py b/foo_files.py
index 5cdcb4ca..6af03d0d 100644
--- a/foo_files.py
+++ b/foo_files.py
@@ -483,6 +483,20 @@ AI_PHOOEY_CHOP = r"""
# AT the decision point: labels, subtitles, confirmations, and any promise of
# a deadline that no longer exists.
+# THE DIGIT NAMESPACE RULE (banked 2026-07-23, collision caught pre-flight):
+# bare digits typed at a shell prompt are ONE global namespace, and exactly
+# one menu may own them. A numbered menu trains the hand to type numbers --
+# the operator caught himself doing it within minutes of the mcp roster
+# landing -- so the numbers must BE commands or the menu teaches a reflex it
+# then punishes. The mcp roster spends the namespace because it is the
+# highest-traffic list in the shell; every OTHER menu therefore uses words or
+# bracketed keypress affordances (boot_menu's [1]/[2] are read by getch, never
+# typed, so they do not collide -- which is why door 2's "easy as 1, 2, 3"
+# shipped as three words instead of three digits). Corollary: a digit binding
+# is GENERATED from the roster it displays, never hand-bound alongside it. A
+# second ordering is free to drift, and a drifted digit is a lying menu with
+# the user's finger already moving.
+
# THE LIVE-PROMPT MIRAGE (banked 2026-07-23, dot-counted): a background job
# still writing to the tty after the foreground process exits makes a WORKING
# shell look hung. Count the emitter's cadence before diagnosing a hang -- the
@@ -1429,9 +1443,23 @@ scripts/xp.py # [672 tokens | 2,521 bytes]
# configuration.nix:273 invokes autognome.py by absolute repo path, so
# tomorrow's `init` runs whatever is on disk either way -- the commit is for
# the record, not the behavior.
-# - TODO: surface PIPULATE_BOOT_MENU and PIPULATE_BOOT_MENU_TIMEOUT somewhere
-# a human finds them (README install section, or the door-2 message).
-# Both are currently discoverable only by reading scripts/boot_menu.py.
+# - TODO: surface PIPULATE_BOOT_MENU and PIPULATE_BOOT_MENU_TIMEOUT in the
+# README install section -- DECIDED 2026-07-23, not the door-2 message and
+# not the mcp footer. These are automation knobs, and the only caller that
+# ever needs PIPULATE_BOOT_MENU=0 is a script; a human standing at the
+# door-2 prompt has already answered the question the variable exists to
+# skip, and that message must stay at three items. The README is also the
+# one surface read BEFORE the gate is ever hit, which is when someone
+# provisioning a machine needs to know it can be turned off. Needs
+# README.md in context to patch.
+# - TODO: scripts/connectors/gong.py opens with wallet.py's path comment AND
+# wallet.py's module docstring (head -5 receipt, 2026-07-23) -- minting
+# residue from copying wallet.py as the template. Harmless today ONLY
+# because gong is deliberately held out of scripts/mcp_menu.py's ROSTER;
+# the moment it lands it introduces itself as "Read-only scoreboard for the
+# Pipulate connector wallet." Needs gong.py in context to fix, and the head
+# -5 cannot tell us whether the BODY is gong code with a wrong header or an
+# actual copy of wallet.py.
# - EARMARK: GOOGLE DOCS CONNECTOR (seeded 2026-07-23, mcp-roster ride):
# scripts/articles/googledocizer.py already WRITES to Docs in the publish
# lane; there is no READ connector, so a Doc cannot ride into a compile the
(nix) pipulate $ m
📝 Committing: chore: Document PIPULATE_BOOT_MENU and PIPULATE_BOOT_MENU_TIMEOUT surface in README
[main 74cafb00] chore: Document PIPULATE_BOOT_MENU and PIPULATE_BOOT_MENU_TIMEOUT surface in README
1 file changed, 31 insertions(+), 3 deletions(-)
(nix) pipulate $ git push
Enumerating objects: 39, done.
Counting objects: 100% (39/39), done.
Delta compression using up to 48 threads
Compressing objects: 100% (25/25), done.
Writing objects: 100% (25/25), 6.57 KiB | 1.31 MiB/s, done.
Total 25 (delta 19), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (19/19), completed with 13 local objects.
To github.com:pipulate/pipulate.git
cab55d26..74cafb00 main -> main
(nix) pipulate $
So I try it:
(nix) pipulate $ exit
exit
(sys) pipulate $ ndq
(nix) pipulate $ mcp
╭──────────────────────────────────────────────── reach outside this machine ─────────────────────────────────────────────────╮
│ │
│ 1. warm Warm a persistent browser login for later scraping. │
│ 2. botify Bring Botify crawl data and BQL query results into context. │
│ 3. confluence Bring a Confluence space, page, or search result into context. │
│ 4. jira Bring a Jira project, issue, or JQL search into context. │
│ 5. slack Bring a Slack channel or message thread into context. │
│ 6. email Bring an email thread or a sender's recent threads into context. │
│ 7. sheets Bring a Google Sheet's tabs and cell data into context. │
│ 8. pu start the Pipulate server (long form: pipulate) │
│ │
╰──────────────────────────────────────────────── type the number or the word ────────────────────────────────────────────────╯
Every number is a shortcut for the word beside it, arguments and all.
Add --help to any command above for its full usage.
Type learn to hand this whole workshop to an AI in a web chat.
Type mcp <tool_name> to call a registered MCP tool directly.
(nix) pipulate $ 1
warm: command not found
(nix) pipulate $ 2
botify: command not found
(nix) pipulate $ exit
exit
(sys) pipulate $ nix develop
Checking for updates...
Temporarily stashing local JupyterLab settings...
From github.com:pipulate/pipulate
* branch main -> FETCH_HEAD
Already up to date.
____ _ _ _
| _ \(_)_ __ _ _| | __ _| |_ ___
| |_) | | '_ \| | | | |/ _` | __/ _ \
| __/| | |_) | |_| | | (_| | || __/
|_| |_| .__/ \__,_|_|\__,_|\__\___|
|_|
Version: 2.01 (CLI or Start Pipulate Menu)
╭────────────────────────────────────────────────── Pipulate :: pick a door ──────────────────────────────────────────────────╮
│ │
│ [1] Start Pipulate JupyterLab + server + browser tabs │
│ [2] Just the shell nothing starts -- type learn for the guided tour │
│ │
╰───────────────────────────────── waiting for your choice -- Ctrl+C also drops to the shell ─────────────────────────────────╯
Staying in the shell. Nothing started -- no Pipulate, no JupyterLab.
Three words get you everywhere:
learn hand this whole workshop to an AI in a web chat
mcp see what reaches outside this machine
pu start Pipulate (long form: pipulate)
(nix) pipulate $ mcp
╭──────────────────────────────────────────────── reach outside this machine ─────────────────────────────────────────────────╮
│ │
│ 1. warm Warm a persistent browser login for later scraping. │
│ 2. botify Bring Botify crawl data and BQL query results into context. │
│ 3. confluence Bring a Confluence space, page, or search result into context. │
│ 4. jira Bring a Jira project, issue, or JQL search into context. │
│ 5. slack Bring a Slack channel or message thread into context. │
│ 6. email Bring an email thread or a sender's recent threads into context. │
│ 7. sheets Bring a Google Sheet's tabs and cell data into context. │
│ 8. pu start the Pipulate server (long form: pipulate) │
│ │
╰──────────────────────────────────────────────── type the number or the word ────────────────────────────────────────────────╯
Every number is a shortcut for the word beside it, arguments and all.
Add --help to any command above for its full usage.
Type learn to hand this whole workshop to an AI in a web chat.
Type mcp <tool_name> to call a registered MCP tool directly.
(nix) pipulate $ 1
warm: command not found
(nix) pipulate $
Not sure what’s going on. Also realizing the reduced (but not non-existent) role
of ndq now. I think the semantics are shifting. I’ll probably switch to nd
soon if there’s no collisions.
Prompt:
Digit-dispatch receipts are in this compile. Read all eight before proposing anything: the two bash shape probes, –resolve on a good row and a bad row, the docstring-line grep with weblogin as its built-in positive control, the rendered roster, the boot_menu door-2 window, and the flake check tail.
Gate on the bash probes first. If either printed a syntax error instead of its ok line, bare numeric function names are not available in this bash and car 2 was wrong to land – say so, propose the revert, and give me the alias-based fallback instead of arguing for the version that just failed.
If the roster rendered with six new Bring lines plus weblogin’s Warm line, read that column as a newcomer would and tell me which single row still reads like it was written for a developer. Fix exactly that one. Do not touch the other six to make them match a pattern you like better.
scripts/connectors/gong.py is in this context now. Tell me whether its BODY is gong code wearing a wrong header, or an actual copy of wallet.py that never got written, and patch its first docstring line to contract item 8 based on what the file actually does. If it turns out to be wallet code, say so plainly and do not invent a gong docstring for a file that does not implement gong.
README.md is also in this context. Patch the install section with PIPULATE_BOOT_MENU and PIPULATE_BOOT_MENU_TIMEOUT per the decision banked in foo_files.py, then delete that todo line in the same car.
Do not add gsc, gong, or docs to the roster. Do not renumber ROSTER.
🎤
Note: Very interesting discovery! If you use a zip file attachment as the prompt which I had to do this turn because of how large it got, then you get to see the word-by-word details of the “Thinking” steps which you don’t get if the entire prompt is pasted as text (still turned into an attachment but not a zip).
Opus 4.8 Extra: I’ll take a look at what’s in this archive.This is a compiled context bundle. Let me find the actual request inside it rather than dumping a megabyte into context.This is a Prompt Fu context cartridge — the real request is at the bottom. Let me pull the manifest and the live receipts, which are the authority for this compile.All eight receipts are in. Now the supporting files — the connector contract, gong.py, and the roster source.Now the roster rows themselves — let me pull each connector’s actual first docstring line.Context verified — with one gap I’ll flag at the end.
1. Probe gate: bash shape
Both shape probes passed, so the gate opens and car 2 stands.
1() { echo "numeric fn ok: $*"; }; 1 alpha beta→numeric fn ok: alpha beta_p() { ... }; 7() { _p 7 "$@"; }; 7 x y→pick 7 args: x y
No syntax error on either. Bare numeric function names are definable in this bash, and the second probe proves the part that actually mattered: a numeric name can wrap a dispatch helper and pass trailing arguments through positionally. No revert, no alias fallback.
The --resolve pair backs this up: row 2 prints botify at exit 0, row 99 prints nothing on stdout, a clean No menu row 99. Type mcp for the current roster (rows 1-8). on stderr, exit 1. Good row resolves, bad row fails loudly without polluting the pipe the digit function reads. nix flake check tail is clean — all three devShells and both packages evaluate, only the incompatible-systems warning.
2. The roster row still written for a developer: row 1, warm
The grep confirms the column is honest before I read it — weblogin.py:1 is the positive control firing, so the three zeros (gong, gsc, wallet) are real absences and all seven roster scripts have a contract-shaped first line. No ghosts, no placeholders. The roster is clean.
Reading the column cold:
warm Warm a persistent browser login for later scraping.
botify Bring Botify crawl data and BQL query results into context.
confluence Bring a Confluence space, page, or search result into context.
jira Bring a Jira project, issue, or JQL search into context.
slack Bring a Slack channel or message thread into context.
email Bring an email thread or a sender's recent threads into context.
sheets Bring a Google Sheet's tabs and cell data into context.
Row 1 is the one. Three reasons, in order of weight:
It answers a different question than the other six. The Bring lines answer what do I get? — a thread, a page, an issue, a tab. Row 1 answers what does the machine do? A newcomer learns that something called a “persistent browser login” will be “warmed,” which is a state change in an object they have never heard of and cannot see.
“Warm” is house vocabulary. It’s the wallet’s warmth axis — warm, stale, never warmed. That’s precise and load-bearing inside the codebase, and invisible to someone who has typed mcp for the first time. The other six rows use no word that isn’t either plain English or the vendor’s own name on the tin.
“for later scraping” names a developer’s downstream activity, not the user’s goal. Nobody’s goal is scraping; scraping is how they get the page.
I want to be explicit about what I’m not picking, since BQL and JQL are the obvious other candidates: contract item 8 uses jira’s line verbatim as its worked example of a good row. Vendor query-language acronyms are blessed by the house standard, and botify’s is the same shape. Rewriting either would be me imposing a pattern over a decision you already made.
Fix is the first docstring line of scripts/weblogin.py. Nothing else moves — the architecture paragraph underneath is already where item 8 says it belongs.
3. gong.py is wallet code. Plainly.
Not a wrong header on Gong code. It is a copy of wallet.py that never got written.
The header was only ever the visible corner. The body is wallet’s scoreboard end to end: load_wallet(), _classify_file, _classify_dir, _classify_env, classify, _how_to_warm, scoreboard, login, reading ~/.config/pipulate/connectors.json, --stale-days defaulting to 7. main()’s argparse description is "Read-only scoreboard for the Pipulate connector wallet." and its usage string on the error path prints wallet.py. Across 518 lines the string gong appears zero times outside the file’s own path — no api.gong.io, no calls, no transcripts, no GONG_ACCESS_KEY.
So I’m not writing you a Gong docstring, and I’d argue against patching the first line at all. A truthful wallet-scoreboard sentence on a file named gong.py makes the duplicate look deliberate, and it’s the one edit that would let this survive another six months. The defect is the file, not the wording. The fix is git rm.
One probe before you pull the trigger, because wallet.py is not in this compile and I can’t confirm what I’d be deleting:
diff scripts/connectors/gong.py scripts/connectors/wallet.py; echo "diff_exit=$?"
Identical → delete it, the minting residue is the whole story. Drifted → the delta is wallet work that landed in the wrong file, and it has to be salvaged into wallet.py before anything is removed. That’s the cheapest thing that could disprove “just a stray copy,” and it costs one line.
Related, since it’s the same lie one layer up: scripts/connectors/README.md’s Current connectors list credits gong.py with users / recent calls / call id FETCH (metadata + transcript) / text-filter (basic_auth; GONG_ACCESS_KEY + GONG_ACCESS_KEY_SECRET). That describes a file that does not exist. I’ve left it alone to keep this car tight — say the word and it’s a two-line patch.
4. Patches
The nix develop boot gate is the surface this documents, so it goes in PATH 1 right after the launch instruction and before troubleshooting — a provisioner reads it before ever hitting the gate, which was the whole argument for the README over the door-2 message.
Target: scripts/weblogin.py
[[[SEARCH]]]
"""
weblogin.py — Warm a persistent browser login for later scraping.
[[[DIVIDER]]]
"""
weblogin.py — Log into a site by hand once so later scrapes stay signed in.
[[[REPLACE]]]
Target: README.md
[[[SEARCH]]]
Wait for the JupyterLab tab to auto-open, then run the Onboarding notebook to unlock the Pipulate app.
### 🚨 Installation Troubleshooting
[[[DIVIDER]]]
Wait for the JupyterLab tab to auto-open, then run the Onboarding notebook to unlock the Pipulate app.
**Automating past the boot menu:** `nix develop` ends at a two-door prompt — start Pipulate, or drop to the shell. It fails open, so anything without a terminal (CI, a provisioning script, an SSH session with no tty) starts the app and never sees the prompt. Two environment variables cover the cases that do:
| Variable | Effect |
|----------|--------|
| `PIPULATE_BOOT_MENU=0` | Skip the prompt entirely and start the app, e.g. `PIPULATE_BOOT_MENU=0 nix develop`. For an unattended terminal that would otherwise wait for a keypress that never comes. |
| `PIPULATE_BOOT_MENU_TIMEOUT=10` | Keep the prompt, but start the app after N seconds if nobody chooses. Off by default — with a human provably present, the prompt waits indefinitely rather than starting something they didn't ask for. |
### 🚨 Installation Troubleshooting
[[[REPLACE]]]
Target: foo_files.py
[[[SEARCH]]]
# the record, not the behavior.
# - TODO: surface PIPULATE_BOOT_MENU and PIPULATE_BOOT_MENU_TIMEOUT in the
# README install section -- DECIDED 2026-07-23, not the door-2 message and
# not the mcp footer. These are automation knobs, and the only caller that
# ever needs PIPULATE_BOOT_MENU=0 is a script; a human standing at the
# door-2 prompt has already answered the question the variable exists to
# skip, and that message must stay at three items. The README is also the
# one surface read BEFORE the gate is ever hit, which is when someone
# provisioning a machine needs to know it can be turned off. Needs
# README.md in context to patch.
# - TODO: scripts/connectors/gong.py opens with wallet.py's path comment AND
[[[DIVIDER]]]
# the record, not the behavior.
# - TODO: scripts/connectors/gong.py opens with wallet.py's path comment AND
[[[REPLACE]]]
This last one banks the diagnosis, since I’m deliberately not patching gong.py — without it the todo still reads “we can’t tell,” which is exactly the drift this file exists to prevent.
Target: foo_files.py
[[[SEARCH]]]
# - TODO: scripts/connectors/gong.py opens with wallet.py's path comment AND
# wallet.py's module docstring (head -5 receipt, 2026-07-23) -- minting
# residue from copying wallet.py as the template. Harmless today ONLY
# because gong is deliberately held out of scripts/mcp_menu.py's ROSTER;
# the moment it lands it introduces itself as "Read-only scoreboard for the
# Pipulate connector wallet." Needs gong.py in context to fix, and the head
# -5 cannot tell us whether the BODY is gong code with a wrong header or an
# actual copy of wallet.py.
[[[DIVIDER]]]
# - TODO: scripts/connectors/gong.py is NOT a Gong connector -- delete it.
# Full-file receipt 2026-07-23 settles the open question the head -5 could
# not: the BODY is wallet.py's scoreboard end to end (load_wallet,
# classify, scoreboard, login, connectors.json, --stale-days), argparse
# description "Read-only scoreboard for the Pipulate connector wallet.",
# and ZERO occurrences of gong/calls/transcript/api.gong.io in 518 lines.
# Not a wrong header on gong code; a copy of wallet.py that never got
# written. A docstring patch only makes the duplicate look intentional, so
# the fix is deletion, not wording. NEXT: diff it against wallet.py -- if
# identical, git rm; if drifted, the delta is wallet work that landed in
# the wrong file and must be salvaged into wallet.py first. Note also that
# scripts/connectors/README.md's "Current connectors" list credits gong.py
# with users/calls/transcript FETCH -- describing a file that does not exist.
[[[REPLACE]]]
5. Next context
scripts/connectors/wallet.py is the one file this compile needed and didn’t have. Everything about the gong.py call is settled except what the delete would cost, and that’s a one-file gap. Add it plus the diff receipt and the removal can land in the next car without a second look.
MikeLev.in:
Probe:
$ git status
On branch main
Your branch is up to date with 'origin/main'.
Changes not staged for commit:
(use "git add <file>..." to update what will be committed)
(use "git restore <file>..." to discard changes in working directory)
modified: foo_files.py
no changes added to commit (use "git add" and/or "git commit -a")
(nix) pipulate $ blast
📝 Committing: chore(router): set AI-edit blast boundary (foo_files.py)
[main d9e30dd3] chore(router): set AI-edit blast boundary (foo_files.py)
1 file changed, 4 insertions(+), 4 deletions(-)
🚀 Pushing 1 commit(s) to remote...
Enumerating objects: 5, done.
Counting objects: 100% (5/5), done.
Delta compression using up to 48 threads
Compressing objects: 100% (3/3), done.
Writing objects: 100% (3/3), 412 bytes | 412.00 KiB/s, done.
Total 3 (delta 2), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (2/2), completed with 2 local objects.
To github.com:pipulate/pipulate.git
74cafb00..d9e30dd3 main -> main
$ git status
On branch main
Your branch is up to date with 'origin/main'.
nothing to commit, working tree clean
(nix) pipulate $ diff scripts/connectors/gong.py scripts/connectors/wallet.py; echo "diff_exit=$?"
8,9c8,9
< python scripts/connectors/wallet.py # SCOREBOARD: warm-state of EVERY connector slot, all auth kinds
< python scripts/connectors/wallet.py login <slot> # LOGIN: mint/re-mint that slot's OAuth token via its connector's own walk
---
> python scripts/connectors/wallet.py # SCOREBOARD: stat EVERY slot, whatever its auth kind
> python scripts/connectors/wallet.py login <slot> # LOGIN: mint an oauth slot, or NAME how any other kind is warmed
17,18c17
< (see sheets.py) lifted from ONE connector to the WHOLE wallet: instead of a
< single connector reporting its own wiring, wallet.py reads
---
> lifted from ONE connector to the WHOLE wallet. It reads
20,65c19,59
< every slot at once, so a glance tells you which sessions are warm, which have
< gone stale, and which have never been warmed.
<
< SCOREBOARD is strictly READ-ONLY and OFFLINE. It reads connectors.json (names
< and paths only), os.stat()s token files / browser-profile dirs, and checks
< whether each slot's required env-var NAMES are visible (in os.environ or as a
< `NAME=` line in ~/.config/pipulate/.env). It NEVER opens a token's bytes, NEVER
< reads a secret's VALUE (the wallet's own _rule: names and paths ONLY), NEVER
< touches the network. Warmth is an honest heuristic, never a validity proof — a
< present token can still be revoked; a present env var can still be wrong.
<
< FIVE auth kinds, each with its own honest warmth rule and its own way to warm:
<
< oauth_token_file file at paths.token; stale by mtime > --stale-days.
< WARM: `wallet login <slot>` (browser-mint / headless refresh).
< service_account_file file at paths.service_account; present = filled (keys
< don't rotate on mtime, so no stale window).
< WARM: paste the downloaded service-account JSON at its path.
< bearer_token one required env-var NAME (e.g. BOTIFY_API_TOKEN).
< WARM: export the var, or add it to ~/.config/pipulate/.env.
< basic_auth several required env-var NAMES (URL + EMAIL + TOKEN).
< filled = all present, partial = some, empty = none.
< WARM: export the vars, or add them to ~/.config/pipulate/.env.
< browser_session persistent Chrome profile dir at
< $PIPULATE_ROOT/data/uc_profiles/<name> (the dir weblogin.py
< writes and scraper_tools.py reads); stale by mtime.
< WARM: `python scripts/weblogin.py <site> --profile <name>`.
<
< WHY mtime, WHY --stale-days 7 (oauth / browser_session): connectors rewrite the
< token file on every successful refresh (see _save_token after creds.refresh),
< and Chrome rewrites the profile dir on every session, so mtime tracks "last
< warmed", not "first minted". Google OAuth clients in *Testing* status expire
< refresh tokens 7 days after issuance, so 7 days is the tightest real cliff and
< the honest default warning window. A slot not rewritten in a week is the one
< most likely to have lapsed. Heuristic, never proof.
<
< States:
< filled — warm and recent (file/dir present within --stale-days, or all
< required env vars visible).
< stale — file/dir present but last touched > --stale-days ago.
< partial — a multi-secret slot (basic_auth) with some, but not all, required
< env vars visible.
< empty — nothing to warm from: missing/0-byte file, missing profile dir, or
< no required env vars visible.
< no-path — slot's auth kind needs a path it doesn't declare (a wallet config
< error — surfaced, not hidden).
---
> every slot at once — across all FIVE auth kinds the wallet actually holds —
> so a glance tells you which sessions are live, which have gone stale, which
> have never been warmed, and (crucially) which the wallet genuinely CANNOT
> warm for you and why.
>
> SCOREBOARD is strictly READ-ONLY and OFFLINE. It never opens a token's bytes,
> never touches the network, never reads credentials.json / client_secret. It
> learns a slot's state from cheap, local evidence only:
>
> oauth_token_file os.stat() the token file → mtime staleness
> (gmail, sheets). Google *Testing*-mode refresh tokens
> lapse 7d after issue; connectors rewrite the file on
> every refresh, so mtime tracks "last refreshed".
> service_account_file os.stat() the key file → present/non-empty (gsc).
> SA keys don't hit the 7d cliff, so NO mtime staleness:
> present is filled, missing is empty. Honest either way.
> bearer_token is the required env var NAME set in THIS process's
> environment? (botify, slack). A "paste" kind.
> basic_auth are the required env var NAMES set? (confluence, jira,
> gong). Also a "paste" kind.
> browser_session os.stat() the persistent Chrome profile dir
> data/uc_profiles/<name> that weblogin.py warms
> (botify_browser, semrush) → mtime staleness, because
> sites DO expire browser sessions.
>
> HONEST HEURISTICS, stated plainly (a clean caveat is a valid receipt):
> - `stale` is an mtime guess, never a validity proof. Only a live call can
> prove a session/token truly live; this file refuses to make that call.
> - env-var kinds read os.environ ONLY. A secret set only in a project `.env`
> (not exported to this shell) will read `empty` here even though the
> connector itself would find it via its own .env loader. The wallet reports
> the DECLARED variable names, not a connector's fallback logic — so e.g.
> jira may read emptier than it is when only CONFLUENCE_* vars are set.
>
> States (per slot):
> filled — warmed and fresh (or, for env kinds, all required vars present).
> stale — present but last touched > --stale-days ago (mtime kinds only).
> partial — some but not all required env vars present (env kinds only).
> empty — missing / 0-bytes / no required var set. Needs warming.
> no-path — slot's kind needs a path/profile it doesn't declare (config error).
> unknown — auth kind not recognized by this wallet (surfaced, never hidden).
78,81c72,81
< # Repo root: wallet.py lives at <root>/scripts/connectors/wallet.py, so parents[2]
< # is the root. PIPULATE_ROOT overrides it, matching weblogin.py's anchor so the
< # browser-profile path we stat is the exact dir weblogin writes and the scraper
< # reads.
---
> # The one file where paste-kind secrets come to rest: beside the wallet, never
> # in the repo, never in git, chmod 0600 on first write. `warm` writes NAMES and
> # VALUES here; the SCOREBOARD still reads NAMES only and never opens a value.
> DOTENV_PATH = Path(os.environ.get('PIPULATE_DOTENV') or
> Path.home() / '.config' / 'pipulate' / '.env').expanduser()
>
> # Repo root anchors browser_session profiles (data/uc_profiles/<name>), the
> # SAME directory weblogin.py writes. weblogin honors PIPULATE_ROOT then falls
> # back to its own parent.parent; wallet.py lives one level deeper
> # (scripts/connectors/), so parents[2] is the repo root. Keep in sync.
84,95c84,93
< # The dotenv the paste-key family may live in, out of git reach, beside the wallet.
< DOTENV_PATH = Path(WALLET_PATH).expanduser().parent / '.env'
<
< _OAUTH_KIND = 'oauth_token_file'
< _SVC_KIND = 'service_account_file'
< _BEARER_KIND = 'bearer_token'
< _BASIC_KIND = 'basic_auth'
< _BROWSER_KIND = 'browser_session'
<
< # Kinds warmed by the interactive `login` OAuth walk. Everything else is warmed
< # a different way, which classify()/login() name explicitly.
< _LOGINABLE = {_OAUTH_KIND}
---
> # Auth kinds — these strings MUST match connectors.json exactly.
> _OAUTH_KIND = 'oauth_token_file' # mint + auto-refresh (gmail, sheets)
> _SERVICE_KIND = 'service_account_file' # a key file on disk (gsc)
> _BEARER_KIND = 'bearer_token' # paste: single API token (botify, slack)
> _BASIC_KIND = 'basic_auth' # paste: user + API token (confluence, jira, gong)
> _BROWSER_KIND = 'browser_session' # weblogin persistent profile (botify_browser, semrush)
>
> _FILE_KINDS = (_OAUTH_KIND, _SERVICE_KIND)
> _ENV_KINDS = (_BEARER_KIND, _BASIC_KIND)
> _MTIME_KINDS = (_OAUTH_KIND, _BROWSER_KIND) # kinds whose freshness decays with time
97c95
< _KIND_ABBR = {
---
> _KIND_LABEL = {
99c97
< _SVC_KIND: 'svc-acct',
---
> _SERVICE_KIND: 'svc-acct',
105,106c103,104
< _MARK = {'filled': '[x]', 'stale': '[~]', 'partial': '[-]',
< 'empty': '[ ]', 'no-path': '[!]'}
---
> _MARK = {'filled': '[x]', 'stale': '[~]', 'partial': '[/]', 'empty': '[ ]',
> 'no-path': '[!]', 'unknown': '[?]'}
126,132c124,127
< # ---------------------------------------------------------------------------
< # Path / env resolution — names and paths ONLY, never a secret value.
< # ---------------------------------------------------------------------------
< def _resolve_pathish(slot, key, needle):
< """Resolved, ~-expanded path for `paths.<key>`, honoring any env override the
< slot declares as 'overrides paths.<key>'. None when the slot declares none.
< """
---
> def _env_override_path(slot, needle):
> """A path the slot declares, honoring any env override whose description
> points at `needle` (e.g. 'paths.token'), mirroring the connectors' own
> `os.environ.get(...) or <path>`. Returns an expanded str, or None."""
136,141c131
< raw = (slot.get('paths') or {}).get(key)
< return str(Path(raw).expanduser()) if raw else None
<
<
< def resolve_token_path(slot):
< return _resolve_pathish(slot, 'token', 'paths.token')
---
> return None
144,145c134,141
< def resolve_creds_path(slot):
< return _resolve_pathish(slot, 'credentials', 'paths.credentials')
---
> def resolve_path(slot, key, needle):
> """Resolved, ~-expanded path for paths.<key>, honoring a declared env
> override described as `needle`. None when the slot declares no such path."""
> override = _env_override_path(slot, needle)
> if override:
> return override
> raw = (slot.get('paths') or {}).get(key)
> return str(Path(raw).expanduser()) if raw else None
148,149c144,152
< def resolve_service_account_path(slot):
< return _resolve_pathish(slot, 'service_account', 'paths.service_account')
---
> def _required_env_vars(slot):
> """The env var NAMES this slot declares as required. Heuristic: any var
> whose description says 'required' (and not 'optional'); if none is so
> marked, every declared var is treated as required. Documentation-as-data,
> read straight from the wallet — never a hardcoded per-connector list."""
> env = slot.get('env') or {}
> req = [name for name, desc in env.items()
> if 'required' in str(desc).lower() and 'optional' not in str(desc).lower()]
> return req or list(env.keys())
152,170c155,176
< def resolve_profile_path(slot):
< """Browser-session profile dir under $PIPULATE_ROOT/data/uc_profiles/<name>.
< paths.profile may be an absolute path, a repo-relative path, or a bare
< profile name; all resolve to the dir weblogin.py writes.
< """
< for env_key, desc in (slot.get('env') or {}).items():
< if 'paths.profile' in str(desc) and os.environ.get(env_key):
< raw = os.environ[env_key]
< break
< else:
< raw = (slot.get('paths') or {}).get('profile')
< if not raw:
< return None
< p = Path(raw).expanduser()
< if p.is_absolute():
< return str(p)
< if len(p.parts) == 1: # bare profile name
< return str(REPO_ROOT / 'data' / 'uc_profiles' / p)
< return str(REPO_ROOT / p) # repo-relative path
---
> def _stat_state(path, stale_days, mtime_matters):
> """(state, detail) from an os.stat only — never opens the bytes.
> mtime_matters=False → present/non-empty is always 'filled' (no 7d cliff)."""
> if path is None:
> return 'no-path', 'slot declares no path'
> p = Path(path)
> if not p.exists():
> return 'empty', 'not present'
> try:
> st = p.stat()
> except OSError as e:
> return 'empty', f'unstatable ({e})'
> if p.is_file() and st.st_size == 0:
> return 'empty', '0 bytes (poisoned/truncated)'
> if p.is_dir() and not any(p.iterdir()):
> return 'empty', 'profile dir empty (never warmed)'
> mtime = datetime.fromtimestamp(st.st_mtime, tz=timezone.utc)
> age_days = (datetime.now(timezone.utc) - mtime).total_seconds() / 86400.0
> stamp = f"{mtime.strftime('%Y-%m-%d')} ({age_days:.0f}d ago)"
> if not mtime_matters:
> return 'filled', stamp
> return ('stale' if age_days > stale_days else 'filled'), stamp
173,179c179,185
< def _dotenv_keys():
< """The set of env-var NAMES declared in ~/.config/pipulate/.env — names only,
< values never read. Empty set when no .env exists. Cached per process.
< """
< if getattr(_dotenv_keys, '_cache', None) is not None:
< return _dotenv_keys._cache
< keys = set()
---
> def _dotenv_names():
> """The env-var NAMES declared in DOTENV_PATH — names only; a value is never
> read here. Empty set when there is no .env. Cached per process, and the
> cache is invalidated by _save_env so the board re-reads what warm wrote."""
> if getattr(_dotenv_names, '_cache', None) is not None:
> return _dotenv_names._cache
> names = set()
189c195
< keys.add(name)
---
> names.add(name)
192,193c198,199
< _dotenv_keys._cache = keys
< return keys
---
> _dotenv_names._cache = names
> return names
197,200c203,204
< """Where a required env NAME is visible, or None. 'env' if set & non-empty in
< os.environ, else 'dotenv' if declared in ~/.config/pipulate/.env, else None.
< Never reads or returns the secret VALUE.
< """
---
> """Where a required var is visible — 'env', 'dotenv', or None. Never reads
> or returns the secret VALUE (the wallet's names-and-paths-only rule)."""
203c207
< if name in _dotenv_keys():
---
> if name in _dotenv_names():
208,262c212,222
< def _required_env_names(slot):
< """Required env-var NAMES for a bearer/basic slot: every declared env whose
< description does NOT contain 'optional'. `env` blocks are documentation-as-
< data (README), so this reads intent without a second config surface.
< """
< return [name for name, desc in (slot.get('env') or {}).items()
< if 'optional' not in str(desc).lower()]
<
<
< # ---------------------------------------------------------------------------
< # Classification — one function, dispatched by auth kind. os.stat / env only.
< # ---------------------------------------------------------------------------
< def _classify_file(path, stale_days, missing_detail):
< if path is None:
< return 'no-path', 'slot declares no path'
< p = Path(path)
< if not p.exists():
< return 'empty', missing_detail
< try:
< st = p.stat()
< except OSError as e:
< return 'empty', f'unstatable ({e})'
< if st.st_size == 0:
< return 'empty', '0 bytes (poisoned/truncated)'
< mtime = datetime.fromtimestamp(st.st_mtime, tz=timezone.utc)
< age = (datetime.now(timezone.utc) - mtime).total_seconds() / 86400.0
< detail = f"{mtime.strftime('%Y-%m-%d')} ({age:.0f}d ago)"
< return ('stale' if age > stale_days else 'filled'), detail
<
<
< def _classify_dir(path, stale_days):
< if path is None:
< return 'no-path', 'slot declares no paths.profile'
< p = Path(path)
< if not p.exists() or not any(p.iterdir() if p.is_dir() else []):
< return 'empty', 'no warmed profile (run weblogin)'
< mtime = datetime.fromtimestamp(p.stat().st_mtime, tz=timezone.utc)
< age = (datetime.now(timezone.utc) - mtime).total_seconds() / 86400.0
< detail = f"{mtime.strftime('%Y-%m-%d')} ({age:.0f}d ago)"
< return ('stale' if age > stale_days else 'filled'), detail
<
<
< def _classify_env(slot):
< required = _required_env_names(slot)
< if not required:
< return 'no-path', 'slot declares no required env'
< present, missing = [], []
< src = None
< for name in required:
< s = _env_source(name)
< if s:
< present.append(name)
< src = src or s
< else:
< missing.append(name)
---
> def _env_state(slot):
> """(state, detail) for a paste kind: is each required env var NAME visible
> in THIS process, or declared in DOTENV_PATH? Reading the .env is what closes
> the old "reads emptier than it is" caveat — a secret parked in
> ~/.config/pipulate/.env now counts, because that is where `warm` puts it."""
> req = _required_env_vars(slot)
> if not req:
> return 'no-path', 'slot declares no env vars'
> seen = {v: _env_source(v) for v in req}
> present = [v for v in req if seen[v]]
> missing = [v for v in req if not seen[v]]
264c224,225
< return 'empty', f"unset: {', '.join(missing)}"
---
> return 'empty', f"unset: {', '.join(req)}"
> where = ', '.join(f"{v} ({seen[v]})" for v in present)
266,267c227,228
< return 'partial', f"set via {src}; missing {', '.join(missing)}"
< return 'filled', f"{len(present)} var(s) via {src}"
---
> return 'partial', f"set: {where} | unset: {', '.join(missing)}"
> return 'filled', f"set: {where}"
270,274c231,234
< def classify(slot, stale_days):
< """(state, detail, target) for any slot, dispatched by auth kind. target is the
< path or env-source the state was read from, for the board's rightmost column.
< """
< kind = slot.get('auth')
---
> def classify_slot(name, cfg, stale_days):
> """Dispatch on the slot's auth kind. Returns (state, kind, detail, locator).
> The single place that knows how each of the five kinds proves itself."""
> kind = cfg.get('auth')
276,283c236,242
< tok = resolve_token_path(slot)
< state, detail = _classify_file(tok, stale_days, 'not yet minted')
< return state, detail, tok or '(no path)'
< if kind == _SVC_KIND:
< sa = resolve_service_account_path(slot)
< # Service-account keys don't rotate on mtime; present == warm, no stale.
< state, detail = _classify_file(sa, float('inf'), 'not yet placed')
< return state, detail, sa or '(no path)'
---
> tok = resolve_path(cfg, 'token', 'paths.token')
> state, detail = _stat_state(tok, stale_days, mtime_matters=True)
> return state, kind, detail, tok or '(no token path)'
> if kind == _SERVICE_KIND:
> key = resolve_path(cfg, 'service_account', 'paths.service_account')
> state, detail = _stat_state(key, stale_days, mtime_matters=False)
> return state, kind, detail, key or '(no key path)'
285,291c244,251
< prof = resolve_profile_path(slot)
< state, detail = _classify_dir(prof, stale_days)
< return state, detail, prof or '(no path)'
< if kind in (_BEARER_KIND, _BASIC_KIND):
< state, detail = _classify_env(slot)
< return state, detail, 'env / .env'
< return 'no-path', f'unknown auth kind {kind!r}', '(unknown)'
---
> profile = (cfg.get('paths') or {}).get('profile')
> pdir = str(REPO_ROOT / 'data' / 'uc_profiles' / profile) if profile else None
> state, detail = _stat_state(pdir, stale_days, mtime_matters=True)
> return state, kind, detail, pdir or '(no profile declared)'
> if kind in _ENV_KINDS:
> state, detail = _env_state(cfg)
> return state, kind, detail, 'env / .env (out of git)'
> return 'unknown', kind or '(none)', f"unrecognized auth kind {kind!r}", '—'
294,299c254,256
< def _how_to_warm(name, slot):
< """The exact one-liner that warms this slot, per its auth kind. This is the
< 'name anything it genuinely can't warm' contract: every un-mintable kind
< still gets a concrete instruction, not silence.
< """
< kind = slot.get('auth')
---
> def _next_hint(name, state, kind):
> """The exact command that warms THIS slot's kind — the connector teaching
> its own use, even for kinds this wallet cannot mint itself."""
301,304c258,261
< return f"python scripts/connectors/wallet.py login {name}"
< if kind == _SVC_KIND:
< sa = resolve_service_account_path(slot) or '(declare paths.service_account)'
< return f"place the service-account JSON at {sa}"
---
> return f"python scripts/connectors/wallet.py login {name} (browser-mint, one-time)"
> if kind == _SERVICE_KIND:
> return (f"place the service-account key JSON at the path above "
> f"(Google Cloud Console → IAM → Service Accounts)")
306,313c263,268
< prof = (slot.get('paths') or {}).get('profile') or name
< site = slot.get('defaults', {}).get('site', f'{name}.com')
< return f"python scripts/weblogin.py {site} --profile {prof}"
< if kind in (_BEARER_KIND, _BASIC_KIND):
< need = _required_env_names(slot)
< return (f"export {', '.join(need)} "
< f"(or add to {DOTENV_PATH})")
< return f"unknown auth kind {kind!r} — fix the wallet entry"
---
> return (f"python scripts/connectors/wallet.py warm {name} "
> f"(confirms, then opens this slot's own site + profile)")
> if kind in _ENV_KINDS:
> return (f"python scripts/connectors/wallet.py warm {name} "
> f"(prompts for each missing var, saves to {DOTENV_PATH})")
> return "unrecognized kind — check connectors.json `auth`"
316,318d270
< # ---------------------------------------------------------------------------
< # Scoreboard
< # ---------------------------------------------------------------------------
320c272
< """Print the read-only wallet board for EVERY connector slot, all auth kinds."""
---
> """Print the read-only board for EVERY slot, across all five auth kinds."""
324c276
< print("# wallet.py — connector warm-state scoreboard (read-only, offline)")
---
> print("# wallet.py — connector auth scoreboard (read-only, offline)")
326c278,280
< print(f"# stale after: {stale_days}d (mtime heuristic, not a validity proof)\n")
---
> print(f"# repo: {REPO_ROOT} (anchors browser_session profiles)")
> print(f"# stale after: {stale_days}d — mtime heuristic for oauth/browser, "
> "not a validity proof\n")
336,337c290,291
< state, detail, target = classify(cfg, stale_days)
< rows.append((state, _KIND_ABBR.get(cfg.get('auth'), '?'), name, detail, target))
---
> state, kind, detail, locator = classify_slot(name, cfg, stale_days)
> rows.append((state, kind, name, detail, locator))
339c293
< kind_w = max(len('kind'), *(len(r[1]) for r in rows))
---
> kind_w = max(len('kind'), *(len(_KIND_LABEL.get(r[1], r[1])) for r in rows))
341c295
< det_w = max(len('detail'), *(len(r[3]) for r in rows))
---
> det_w = max(len('evidence'), *(len(r[3]) for r in rows))
343,344c297,298
< f"{'detail':<{det_w}} target")
< for state, kind, name, detail, target in rows:
---
> f"{'evidence':<{det_w}} where")
> for state, kind, name, detail, locator in rows:
346,347c300,302
< print(f" {mark} {state:<7} {kind:<{kind_w}} {name:<{name_w}} "
< f"{detail:<{det_w}} {target}")
---
> klabel = _KIND_LABEL.get(kind, kind)
> print(f" {mark} {state:<7} {klabel:<{kind_w}} {name:<{name_w}} "
> f"{detail:<{det_w}} {locator}")
352,364c307,326
< filled = sum(1 for r in rows if r[0] == 'filled')
< stales = [r[2] for r in rows if r[0] == 'stale']
< partial = [r[2] for r in rows if r[0] == 'partial']
< empties = [(r[2], r[0]) for r in rows if r[0] in ('empty', 'no-path')]
< print(f"\n# {filled} filled | {len(stales)} stale | "
< f"{len(partial)} partial | {len(empties)} empty")
<
< # Fresh-install nudge: if NOTHING is warm, this is a just-installed wallet.
< # This is the post-`curl | bash` Yen Sid line — warm the wallet to begin.
< if filled == 0 and not stales and not partial:
< print("\n# 🧙 Fresh wallet — nothing warmed yet. Warm your first slot:")
< first, cfg = shown[0][0], shown[0][1]
< print(f"# {_how_to_warm(first, cfg)}")
---
> # Tally + the single most useful next step.
> def n(state):
> return sum(1 for r in rows if r[0] == state)
> filled, stale, partial = n('filled'), n('stale'), n('partial')
> empty = sum(1 for r in rows if r[0] in ('empty', 'no-path'))
> unknown = n('unknown')
> tally = f"# {filled} filled | {stale} stale | {partial} partial | {empty} empty"
> if unknown:
> tally += f" | {unknown} unknown-kind"
> print(f"\n{tally}")
>
> warmed = filled + stale + partial
> if warmed == 0:
> # Fresh install: the Yen Sid nudge. Pure Python → identical on
> # macOS / WSL / Linux, so the curl|bash installer can echo it verbatim.
> first, fcfg = shown[0]
> fstate, fkind, _, _ = classify_slot(first, fcfg, stale_days)
> print("\n# 🧙 Your wallet is cold. Warm your first connector so it just "
> "keeps working:")
> print(f"# {_next_hint(first, fstate, fkind)}")
367,378c329,339
< # Otherwise point at the single most-actionable next warm, empties first.
< def _lookup(nm):
< return dict(shown)[nm]
< if empties:
< nm = empties[0][0]
< print(f"# Next: warm '{nm}' — {_how_to_warm(nm, _lookup(nm))}")
< elif partial:
< nm = partial[0]
< print(f"# Next: finish '{nm}' — {_how_to_warm(nm, _lookup(nm))}")
< elif stales:
< nm = stales[0]
< print(f"# Next: re-warm the stale slot '{nm}' — {_how_to_warm(nm, _lookup(nm))}")
---
> # Point at the most warmable thing: empties first, then stales, then partials.
> def first_where(states):
> for r in rows:
> if r[0] in states:
> return r # (state, kind, name, detail, locator)
> return None
> target = (first_where(('empty', 'no-path'))
> or first_where(('stale',)) or first_where(('partial',)))
> if target:
> _, kind, name, _, _ = target
> print(f"# Next: {_next_hint(name, target[0], kind)}")
380c341
< print("# Next: wallet fully warmed — nothing to do.")
---
> print("# Next: wallet fully warm — nothing to warm.")
384,385c345,346
< # Login (OAuth mint) — unchanged reuse-don't-reimplement walk, with per-kind
< # guidance for the kinds login cannot warm.
---
> # login — mints OAuth by reusing the connector's own walk; for every other
> # kind it NAMES how that kind is warmed instead of pretending it can mint.
387,393d347
< def _env_override_key(slot, needle):
< for env_key, desc in (slot.get('env') or {}).items():
< if needle in str(desc):
< return env_key
< return None
<
<
395,399d348
< """Mint (or re-mint) exactly ONE oauth_token_file slot by REUSING that
< connector's own get_service() walk — never re-implementing the flow. For any
< other auth kind, print exactly how THAT kind is warmed and exit — the wallet
< names what it cannot mint rather than pretending it can.
< """
402c351
< "Run the bare scoreboard to see which slots exist and their state.")
---
> "Run the bare scoreboard to see every slot, its kind, and state.")
407,408c356,357
< loginable = [n for n, c in wallet.items()
< if isinstance(c, dict) and c.get('auth') in _LOGINABLE]
---
> names = [n for n, c in wallet.items()
> if not n.startswith('_') and isinstance(c, dict) and c.get('auth')]
410c359
< f"Slots you can `login` (OAuth mint): {', '.join(loginable) or '(none)'}")
---
> f"Slots: {', '.join(names) or '(none)'}")
412,417c361
< if slot.get('auth') not in _LOGINABLE:
< die(f"Slot '{slot_name}' is auth={slot.get('auth')!r}; `login` only mints "
< f"{sorted(_LOGINABLE)} slots.\n"
< f"This slot warms differently:\n"
< f" {_how_to_warm(slot_name, slot)}",
< code=2)
---
> kind = slot.get('auth')
419,420c363,376
< creds_path = resolve_creds_path(slot)
< token_path = resolve_token_path(slot)
---
> # Non-oauth kinds cannot be minted here — but say EXACTLY how each is warmed.
> if kind != _OAUTH_KIND:
> state, _, detail, locator = classify_slot(slot_name, slot, stale_days)
> mark = _MARK.get(state, '[?]')
> msg = [f"Slot '{slot_name}' is auth={kind!r} — there is no OAuth token to mint here.",
> f" now: {mark} {state} ({detail})",
> f" warm it: {_next_hint(slot_name, state, kind)}"]
> if kind == _SERVICE_KIND:
> msg.append(f" key path: {locator}")
> die('\n'.join(msg), code=2)
>
> # --- OAuth mint path: reuse the connector's own get_service() walk. ---
> creds_path = resolve_path(slot, 'credentials', 'paths.credentials')
> token_path = resolve_path(slot, 'token', 'paths.token')
438,443c394,399
< ck = _env_override_key(slot, 'paths.credentials')
< tk = _env_override_key(slot, 'paths.token')
< if ck:
< os.environ[ck] = creds_path
< if tk:
< os.environ[tk] = token_path
---
> # Steer the reused connector at THIS slot's resolved paths via declared
> # env overrides, so a non-default wallet still mints to the right place.
> for needle, value in (('paths.credentials', creds_path), ('paths.token', token_path)):
> for env_key, desc in (slot.get('env') or {}).items():
> if needle in str(desc):
> os.environ[env_key] = value
445c401
< before_state, _, _ = classify(slot, stale_days)
---
> before_state, _, _, _ = classify_slot(slot_name, slot, stale_days)
466c422
< get_service()
---
> get_service() # refresh headlessly, or browser-mint on a TTY
474c430
< after_state, detail, target = classify(slot, stale_days)
---
> after_state, _, detail, _ = classify_slot(slot_name, slot, stale_days)
477c433
< print(f" {mark} {after_state:<7} {slot_name} {detail} {target}")
---
> print(f" {mark} {after_state} {slot_name} {detail} {token_path}")
481,482c437,648
< print(f"# Note: slot still reads '{after_state}' — "
< "check the walk output above.")
---
> print(f"# Note: slot still reads '{after_state}' — check the walk output above.")
>
>
> # ---------------------------------------------------------------------------
> # warm — the verb the scoreboard implies. One dispatch per auth kind, and each
> # branch DELEGATES to the mechanism that already owns that kind: oauth reuses
> # login()'s connector walk, browser shells out to weblogin.py, paste kinds
> # prompt once and persist to DOTENV_PATH. Nothing here re-implements an OAuth
> # dance or a login page. What genuinely cannot be minted is NAMED, not faked.
> # ---------------------------------------------------------------------------
> def _interactive():
> """True only on a real terminal. A `! python .../wallet.py` chisel-strike
> runs non-TTY inside a compile, so warm must print a PLAN there and never
> block on input() — otherwise it would deadlock the compile that ran it."""
> try:
> return sys.stdin.isatty() and sys.stderr.isatty()
> except Exception:
> return False
>
>
> def _ask(question, secret=False):
> """One prompt. Returns '' on EOF/Ctrl-C so a skipped answer is just a skip.
> Secrets go through getpass so they never echo and never enter shell history."""
> import getpass
> try:
> return (getpass.getpass(question) if secret else input(question)).strip()
> except (EOFError, KeyboardInterrupt):
> print()
> return ''
>
>
> def _confirm(question, assume_yes=False):
> return True if assume_yes else _ask(f"{question} [y/N] ").lower() in ('y', 'yes')
>
>
> def _looks_secret(var):
> return any(w in var.lower() for w in ('token', 'secret', 'key', 'password', 'pass'))
>
>
> def _save_env(name, value):
> """Upsert NAME=value into DOTENV_PATH at 0600. Prefers python-dotenv (a
> declared dependency) for correct quoting, with a stdlib fallback so this
> file still works outside the Nix shell — wallet.py stays import-light."""
> DOTENV_PATH.parent.mkdir(parents=True, exist_ok=True)
> if not DOTENV_PATH.exists():
> DOTENV_PATH.touch(mode=0o600)
> os.chmod(DOTENV_PATH, 0o600)
> try:
> from dotenv import set_key
> set_key(str(DOTENV_PATH), name, value)
> except ImportError:
> lines = DOTENV_PATH.read_text(encoding='utf-8').splitlines()
> rendered = "{}='{}'".format(name, value.replace("'", "'\\''"))
> for i, line in enumerate(lines):
> if line.split('=', 1)[0].strip().replace('export ', '') == name:
> lines[i] = rendered
> break
> else:
> lines.append(rendered)
> DOTENV_PATH.write_text('\n'.join(lines) + '\n', encoding='utf-8')
> _dotenv_names._cache = None # the board must re-read what we just wrote
>
>
> def _warm_oauth(name, stale_days, assume_yes):
> """Reuse login() verbatim. SystemExit is caught so one failed slot cannot
> abort the walk over the rest of the board."""
> if not _confirm(f" mint/refresh OAuth for '{name}' (may open a browser)?", assume_yes):
> return 'skipped'
> try:
> login(name, stale_days)
> except SystemExit as e:
> return f"login aborted (exit {e.code}) — see its message above"
> return 'oauth walk finished'
>
>
> def _warm_env(name, cfg, assume_yes):
> """bearer/basic: prompt for each MISSING declared var and persist it. The
> `env` block is documentation-as-data, so the prompt shows the wallet's own
> description and any non-secret example from `defaults`."""
> missing = [v for v in _required_env_vars(cfg) if not _env_source(v)]
> if not missing:
> return 'nothing missing'
> env_doc = cfg.get('env') or {}
> defaults = cfg.get('defaults') or {}
> print(f" {len(missing)} value(s) to paste — blank input skips one.")
> saved = []
> for var in missing:
> desc = str(env_doc.get(var, '')).strip()
> if desc:
> print(f" {var} — {desc}")
> if defaults.get(var):
> print(f" example: {defaults[var]}")
> secret = _looks_secret(var)
> label = f" {var}{' (hidden)' if secret else ''} = "
> value = _ask(label, secret=secret)
> if not value:
> print(f" skipped {var}")
> continue
> _save_env(var, value)
> saved.append(var)
> if not saved:
> return 'nothing entered'
> return f"saved {', '.join(saved)} → {DOTENV_PATH}"
>
>
> def _warm_browser(name, cfg, assume_yes):
> """browser_session: hand off to weblogin.py, which already owns the
> persistent-profile format. Confirm first — this pops a real window, and the
> human must either log in or simply dismiss it."""
> profile = (cfg.get('paths') or {}).get('profile') or name
> site = (cfg.get('defaults') or {}).get('site')
> if not site:
> # Never guess a hostname from a slot name (botify_browser is not a domain).
> site = _ask(f" no defaults.site declared for '{name}' — site to open (blank skips): ")
> if not site:
> return 'skipped (no site declared)'
> if not _confirm(f" open {site} in profile '{profile}'?", assume_yes):
> return 'skipped'
> script = REPO_ROOT / 'scripts' / 'weblogin.py'
> if not script.exists():
> return f"weblogin.py not found at {script}"
> print(f" → {Path(sys.executable).name} {script.relative_to(REPO_ROOT)} {site} --profile {profile}")
> print(" Log in (or just dismiss it), then CLOSE the window to continue.")
> import subprocess
> try:
> rc = subprocess.call([sys.executable, str(script), site, '--profile', profile])
> except OSError as e:
> return f"could not run weblogin.py: {e}"
> return 'weblogin finished' if rc == 0 else f"weblogin exited {rc}"
>
>
> def _warm_service(name, cfg):
> """service_account_file: genuinely un-mintable from here. Say so, and say
> exactly where the downloaded key must land."""
> key = resolve_path(cfg, 'service_account', 'paths.service_account')
> return ("cannot mint — download the service-account JSON (Google Cloud "
> f"Console → IAM → Service Accounts) to {key or '(declare paths.service_account)'}")
>
>
> def warm(slot_name, stale_days, assume_yes=False, dry_run=False):
> """Walk every not-filled slot (or just one) and actually warm it."""
> wallet = load_wallet()
> slots = [(n, c) for n, c in wallet.items()
> if not n.startswith('_') and isinstance(c, dict) and c.get('auth')]
> if slot_name:
> picked = [(n, c) for n, c in slots if n == slot_name]
> if not picked:
> die(f"No slot '{slot_name}' in {Path(WALLET_PATH).expanduser()}.\n"
> f"Slots: {', '.join(n for n, _ in slots) or '(none)'}")
> slots = picked
>
> cold = []
> for n, c in slots:
> state, kind, detail, _loc = classify_slot(n, c, stale_days)
> if state != 'filled':
> cold.append((n, c, state, kind, detail))
>
> print("# wallet warm — the verb the scoreboard implies")
> print(f"# wallet: {Path(WALLET_PATH).expanduser()}")
> print(f"# secrets: {DOTENV_PATH} (0600, out of git)\n")
>
> if not cold:
> scope = f"slot '{slot_name}'" if slot_name else 'every slot'
> print(f"# Nothing to warm — {scope} already reads filled.")
> return
>
> print(f"# {len(cold)} slot(s) to warm:")
> for n, _c, state, kind, detail in cold:
> print(f" {_MARK.get(state, '[?]')} {state:<7} "
> f"{_KIND_LABEL.get(kind, kind):<8} {n:<14} {detail}")
>
> if dry_run:
> print("\n# --dry-run: nothing prompted, opened, or written.")
> return
>
> if not _interactive():
> target = f" {slot_name}" if slot_name else ''
> print("\n# Not a TTY — refusing to prompt, because a `!` chisel-strike must")
> print("# never block the compile that embedded it. In a real terminal:")
> print(f"# python scripts/connectors/wallet.py warm{target}")
> return
>
> results = []
> for n, c, state, kind, _detail in cold:
> print("\n" + "-" * 70)
> print(f"{_MARK.get(state, '[?]')} {n} ({_KIND_LABEL.get(kind, kind)}, was {state})")
> if kind == _OAUTH_KIND:
> note = _warm_oauth(n, stale_days, assume_yes)
> elif kind in _ENV_KINDS:
> note = _warm_env(n, c, assume_yes)
> elif kind == _BROWSER_KIND:
> note = _warm_browser(n, c, assume_yes)
> elif kind == _SERVICE_KIND:
> note = _warm_service(n, c)
> else:
> note = f"unrecognized auth kind {kind!r} — fix connectors.json"
> after, akind, adetail, _al = classify_slot(n, c, stale_days)
> results.append((after, akind, n, adetail, note))
>
> print("\n" + "-" * 70)
> print("# after warming:")
> for after, akind, n, adetail, note in results:
> print(f" {_MARK.get(after, '[?]')} {after:<7} "
> f"{_KIND_LABEL.get(akind, akind):<8} {n:<14} {adetail}")
> print(f" ↳ {note}")
> still = [r for r in results if r[0] != 'filled']
> print(f"\n# {len(results) - len(still)} warmed | {len(still)} still cold")
> if any(r[1] in _ENV_KINDS for r in results):
> print(f"# Note: values saved to {DOTENV_PATH} are NOT exported into this")
> print("# shell. They read `filled` here because the wallet reads the .env;")
> print("# a connector needs its own .env loader (or a fresh shell) to see them.")
> print("# Re-run the bare scoreboard for the whole board.")
487c653
< description="Read-only scoreboard for the Pipulate connector wallet.")
---
> description="Scoreboard (read-only) and warmer for the Pipulate wallet.")
489,490c655,656
< help="omit for the SCOREBOARD; 'login <slot>' mints "
< "or re-mints that slot's OAuth token.")
---
> help="omit for the SCOREBOARD; 'login <slot>' mints one "
> "oauth slot; 'warm [slot]' warms everything cold.")
492c658,663
< help="slot name for 'login' (e.g. gmail).")
---
> help="slot name for 'login' / 'warm' (e.g. gmail).")
> parser.add_argument('-y', '--yes', action='store_true',
> help="skip per-slot confirmations (still prompts for "
> "values warm cannot invent).")
> parser.add_argument('--dry-run', action='store_true',
> help="'warm' lists what it WOULD do, then stops.")
497,498c668,669
< help='mtime age (days) above which a token/profile reads '
< 'stale (default: 7 — the Testing-mode refresh cliff).')
---
> help='mtime age (days) above which oauth/browser slots '
> 'read stale (default: 7 — the Testing-mode cliff).')
504a676,677
> elif args.command == 'warm':
> warm(args.slot, args.stale_days, assume_yes=args.yes, dry_run=args.dry_run)
508c681,682
< " wallet.py login <slot> (mint/re-mint one slot's token)")
---
> " wallet.py login <slot> (mint one oauth slot)\n"
> " wallet.py warm [slot] (warm every cold slot, per kind)")
diff_exit=1
(nix) pipulate $
Context:
# adhoc.txt _ _ _ to set context____ _ _ ___ ____ _ <F5> Simpson Couch Gag Here (explain anything to the audience you feel needs it explained)
# / \ __| | | | | | ___ ___ / ___| | | |/ _ \| _ \| |
# ahe/ _ \ / _` | | |_| |/ _ \ / __| | | | |_| | | | | |_) | | I think there's ambiguity here.
# ahc ___ \ (_| | | _ | (_) | (__ | |___| _ | |_| | __/|_| But what it is ain't exactly clear.
# /_/ \_\__,_| |_| |_|\___/ \___| \____|_| |_|\___/|_| (_) Probe, Patch, Prompt?
# Ad Hoc CHOP: The Not-Managed-by-Git Safe-for-Client-Data place
# BIG STANDARD STUFF (Optionally comment out any)
# ! python scripts/articles/lsa.py -t 1 --reverse --fmt dated-slugs # <-- The "Rolling Pin" that gives the 40K foot book-spine view of book-ore.
# ~/repos/nixos/autognome.py # <-- Letting the AIs really understand my environment (The Brave Little Tailor punches above Their Weight Class proving the dunning-kruger effect the gate-keeper's (lower-case) lament.)
scripts/foo_cartridge.py # Needs description
scripts/foo_replay.py # Needs description
pyproject.toml # <-- The PyPI Packaging details
prompt_foo.py # <-- Prompt Fu compiler, makes the very README for AGENTS-like payload you're reading right now, but it needs to be more like that
foo_files.py # <-- This is the router, evolving book outline and the things you pin-up to produced the recursive self-improvement loops
.gitattributes # <-- Model: understand that `nbstripout` and `jupytext` are both in play. Just talk the human through .ipynb patches.
.gitignore # <-- Creates "negative space" for sub-rep's to share parent environment and "snap" proprietary secret features into place.
init.lua # <-- Daily driver hot-keys that overlap with aliases in flake.nix
flake.nix # <-- Solves world's WRITE ONCE RUN ANYWHERE problem like Java never could. Also resolves the bootstrap paradox.
requirements.in # <-- All known dependencies and (necessary) version pinning. WORA gotcha's exposed.
apply.py # <-- How can "Web UI" ChatBots edit your code? With this Aider-inspired Player Piano patch applier.
scripts/xp.py # <-- Transforms host OS copy-paste buffer player-piano music into context-payload.
scripts/ai.py # <-- How I constantly use local AI to write git commit messages with `m` alias.
cli.py # <-- Catch-all actuator for PyPI envs, Python anchoring, MCP tool-call (plus alternatives) and **kwargs like wrapping for CLI
scripts/weblogin.py # <-- Lets the user "warm up" the cache for their web logins at their leisure on a profile that persists.
scripts/crawl.py # <-- Feel free to ask for something to be crawled and included in the next turn.
__init__.py # <-- Master versioning
# release.py # <-- How everything ends up where it does (GitHub, PyPI, etc.)
# scripts/webclip_2_markdown.py # <-- Lets you copy HTML from a browser and paste it elsewhere as Markdown (good for capturing AI thinking steps / need to shorten the name)
# scripts/release/version_sync.py # <-- Needs to be wrapped into release.py and eliminated, I think.
# --- Under this line is were you paste what the AI gives you ---
# --- We call it context but it's really just the right-hand ---
# --- blast-radius of the "probes" to make this all science. ---
scripts/mcp_menu.py
scripts/boot_menu.py
scripts/connectors/wallet.py
Patches: [patch, app, d, m, patch, app, d, m…]
$ git status
On branch main
Your branch is up to date with 'origin/main'.
nothing to commit, working tree clean
(nix) pipulate $ patch
(nix) pipulate $ app
❌ Error: Missing target filename before the SEARCH block.
--- DIAGNOSTIC: Payload context around SEARCH block ---
The [[[SEARCH]]] block was found but no 'Target: `filename`' line
immediately preceded it. Here is what WAS there:
1: '[[[SEARCH]]]'
2: '"""'
3: 'weblogin.py — Warm a persistent browser login for later scraping.'
4: '[[[DIVIDER]]]'
FIX: Add 'Target: `path/to/file`' on the line
immediately before the [[[SEARCH]]] marker, no blank lines between.
--- END DIAGNOSTIC ---
(nix) pipulate $ vim patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/weblogin.py'.
(nix) pipulate $ d
diff --git a/scripts/weblogin.py b/scripts/weblogin.py
index e2301112..9d323066 100644
--- a/scripts/weblogin.py
+++ b/scripts/weblogin.py
@@ -1,6 +1,6 @@
#!/usr/bin/env python3
"""
-weblogin.py — Warm a persistent browser login for later scraping.
+weblogin.py — Log into a site by hand once so later scrapes stay signed in.
Opens a VISIBLE Chrome on the house persistent profile — the SAME profile
tools/scraper_tools.py uses for persistent=True, profile_name="default"
(nix) pipulate $ m
📝 Committing: chore: Update weblogin.py description and comment
[main 27622461] chore: Update weblogin.py description and comment
1 file changed, 1 insertion(+), 1 deletion(-)
(nix) pipulate $ patch
(nix) pipulate $ vim patch
(nix) pipulate $ d
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'README.md'.
(nix) pipulate $ d
diff --git a/README.md b/README.md
index 9d5a44c0..73f4933a 100644
--- a/README.md
+++ b/README.md
@@ -519,6 +519,13 @@ nix develop
Wait for the JupyterLab tab to auto-open, then run the Onboarding notebook to unlock the Pipulate app.
+**Automating past the boot menu:** `nix develop` ends at a two-door prompt — start Pipulate, or drop to the shell. It fails open, so anything without a terminal (CI, a provisioning script, an SSH session with no tty) starts the app and never sees the prompt. Two environment variables cover the cases that do:
+
+| Variable | Effect |
+|----------|--------|
+| `PIPULATE_BOOT_MENU=0` | Skip the prompt entirely and start the app, e.g. `PIPULATE_BOOT_MENU=0 nix develop`. For an unattended terminal that would otherwise wait for a keypress that never comes. |
+| `PIPULATE_BOOT_MENU_TIMEOUT=10` | Keep the prompt, but start the app after N seconds if nobody chooses. Off by default — with a human provably present, the prompt waits indefinitely rather than starting something they didn't ask for. |
+
### 🚨 Installation Troubleshooting
**Common Issues & Solutions:**
(nix) pipulate $ m
📝 Committing: chore: Add environment variables for automated Pipulate startup
[main 99da2b30] chore: Add environment variables for automated Pipulate startup
1 file changed, 7 insertions(+)
(nix) pipulate $ patch
(nix) pipulate $ vim patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'foo_files.py'.
(nix) pipulate $ d
diff --git a/foo_files.py b/foo_files.py
index f96e2a02..1c574e53 100644
--- a/foo_files.py
+++ b/foo_files.py
@@ -1443,15 +1443,6 @@ scripts/xp.py # [672 tokens | 2,521 bytes]
# configuration.nix:273 invokes autognome.py by absolute repo path, so
# tomorrow's `init` runs whatever is on disk either way -- the commit is for
# the record, not the behavior.
-# - TODO: surface PIPULATE_BOOT_MENU and PIPULATE_BOOT_MENU_TIMEOUT in the
-# README install section -- DECIDED 2026-07-23, not the door-2 message and
-# not the mcp footer. These are automation knobs, and the only caller that
-# ever needs PIPULATE_BOOT_MENU=0 is a script; a human standing at the
-# door-2 prompt has already answered the question the variable exists to
-# skip, and that message must stay at three items. The README is also the
-# one surface read BEFORE the gate is ever hit, which is when someone
-# provisioning a machine needs to know it can be turned off. Needs
-# README.md in context to patch.
# - TODO: scripts/connectors/gong.py opens with wallet.py's path comment AND
# wallet.py's module docstring (head -5 receipt, 2026-07-23) -- minting
# residue from copying wallet.py as the template. Harmless today ONLY
(nix) pipulate $ m
📝 Committing: chore: Remove outdated TODO comments in foo_files.py
[main 9290e7a3] chore: Remove outdated TODO comments in foo_files.py
1 file changed, 9 deletions(-)
(nix) pipulate $ patch
(nix) pipulate $ vim patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'foo_files.py'.
(nix) pipulate $ d
diff --git a/foo_files.py b/foo_files.py
index 1c574e53..1903477d 100644
--- a/foo_files.py
+++ b/foo_files.py
@@ -1443,14 +1443,19 @@ scripts/xp.py # [672 tokens | 2,521 bytes]
# configuration.nix:273 invokes autognome.py by absolute repo path, so
# tomorrow's `init` runs whatever is on disk either way -- the commit is for
# the record, not the behavior.
-# - TODO: scripts/connectors/gong.py opens with wallet.py's path comment AND
-# wallet.py's module docstring (head -5 receipt, 2026-07-23) -- minting
-# residue from copying wallet.py as the template. Harmless today ONLY
-# because gong is deliberately held out of scripts/mcp_menu.py's ROSTER;
-# the moment it lands it introduces itself as "Read-only scoreboard for the
-# Pipulate connector wallet." Needs gong.py in context to fix, and the head
-# -5 cannot tell us whether the BODY is gong code with a wrong header or an
-# actual copy of wallet.py.
+# - TODO: scripts/connectors/gong.py is NOT a Gong connector -- delete it.
+# Full-file receipt 2026-07-23 settles the open question the head -5 could
+# not: the BODY is wallet.py's scoreboard end to end (load_wallet,
+# classify, scoreboard, login, connectors.json, --stale-days), argparse
+# description "Read-only scoreboard for the Pipulate connector wallet.",
+# and ZERO occurrences of gong/calls/transcript/api.gong.io in 518 lines.
+# Not a wrong header on gong code; a copy of wallet.py that never got
+# written. A docstring patch only makes the duplicate look intentional, so
+# the fix is deletion, not wording. NEXT: diff it against wallet.py -- if
+# identical, git rm; if drifted, the delta is wallet work that landed in
+# the wrong file and must be salvaged into wallet.py first. Note also that
+# scripts/connectors/README.md's "Current connectors" list credits gong.py
+# with users/calls/transcript FETCH -- describing a file that does not exist.
# - EARMARK: GOOGLE DOCS CONNECTOR (seeded 2026-07-23, mcp-roster ride):
# scripts/articles/googledocizer.py already WRITES to Docs in the publish
# lane; there is no READ connector, so a Doc cannot ride into a compile the
(nix) pipulate $ m
📝 Committing: chore: Remove obsolete gong.py file and related TODOs from scripts/files.py
[main ac40934d] chore: Remove obsolete gong.py file and related TODOs from scripts/files.py
1 file changed, 13 insertions(+), 8 deletions(-)
(nix) pipulate $ git push
Enumerating objects: 18, done.
Counting objects: 100% (18/18), done.
Delta compression using up to 48 threads
Compressing objects: 100% (13/13), done.
Writing objects: 100% (13/13), 2.34 KiB | 2.34 MiB/s, done.
Total 13 (delta 9), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (9/9), completed with 5 local objects.
To github.com:pipulate/pipulate.git
d9e30dd3..ac40934d main -> main
(nix) pipulate $
And I test it:
(nix) pipulate $ exit
exit
(sys) pipulate $ nix develop
Checking for updates...
Temporarily stashing local JupyterLab settings...
From github.com:pipulate/pipulate
* branch main -> FETCH_HEAD
Already up to date.
____ _ _ _
| _ \(_)_ __ _ _| | __ _| |_ ___
| |_) | | '_ \| | | | |/ _` | __/ _ \
| __/| | |_) | |_| | | (_| | || __/
|_| |_| .__/ \__,_|_|\__,_|\__\___|
|_|
Version: 2.01 (CLI or Start Pipulate Menu)
╭───────────────────────────────────────────────────────────────────────────── Pipulate :: pick a door ─────────────────────────────────────────────────────────────────────────────╮
│ │
│ [1] Start Pipulate JupyterLab + server + browser tabs │
│ [2] Just the shell nothing starts -- type learn for the guided tour │
│ │
╰──────────────────────────────────────────────────────────── waiting for your choice -- Ctrl+C also drops to the shell ────────────────────────────────────────────────────────────╯
Staying in the shell. Nothing started -- no Pipulate, no JupyterLab.
Three words get you everywhere:
learn hand this whole workshop to an AI in a web chat
mcp see what reaches outside this machine
pu start Pipulate (long form: pipulate)
(nix) pipulate $ alias
alias ..='cd ..'
alias ahe='(cd ~/repos/pipulate && nvim "${PIPULATE_ADHOC_FILE:-adhoc.txt}")'
alias app='cat patch | python apply.py'
alias art='(cd ~/repos/pipulate && vim imports/ascii_displays.py)'
alias article='write_post 1'
alias b1='backup-essential'
alias b2='backup-home'
alias b3='backup-nix'
alias b4='backup-things'
alias b5='backup-force'
alias ball='b1 && b2 && b3 && b4 && b5'
alias bootclean='echo "=== 🧹 BOOT CLEANUP STARTING ===" && \
echo "Before cleanup:" && df -h /boot && \
echo "Deleting old generations (keeping last 2)..." && \
sudo nix-env --delete-generations +2 --profile /nix/var/nix/profiles/system && \
echo "Running garbage collection..." && \
sudo nix-collect-garbage -d && \
sudo nix-store --gc && \
echo "Cleaning orphaned boot files..." && \
comm -13 <(grep -h -E "^\s*(linux|initrd)\s+/EFI/nixos/" /boot/loader/entries/*nixos*.conf 2>/dev/null | sed "s|.*/EFI/nixos/||" | sort -u) <(find /boot/EFI/nixos/ -maxdepth 1 -name "*.efi" -printf "%f\n" | sort) | sed "s|^|/boot/EFI/nixos/|" | xargs -d "\n" --no-run-if-empty sudo rm --verbose && \
echo "=== CLEANUP COMPLETE ===" && \
echo "After cleanup:" && df -h /boot
'
alias bot='write_post 4'
alias botify='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/botify.py"'
alias c='cd ~/repos/pipulate/Notebooks/Client_Work/'
alias chop='(cd ~/repos/pipulate && nvim foo_files.py)'
alias clean='clear && git status'
alias confluence='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/confluence.py"'
alias d='git --no-pager diff'
alias default='(cd ~/repos/pipulate && python prompt_foo.py --chop DEFAULT_CHOP --no-tree)'
alias dif='git --no-pager diff'
alias email='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/gmail.py"'
alias flake='(cd ~/repos/pipulate && nvim flake.nix)'
alias foo='(cd ~/repos/pipulate && python prompt_foo.py --no-tree)'
alias force='(cd ~/repos/trimnoir && git commit --allow-empty -m "retry" && git push)'
alias forest='(cd ~/repos/pipulate && vim remotes/honeybot/scripts/forest.py)'
alias fu='(cd ~/repos/pipulate && python prompt_foo.py)'
alias g='clear && echo "$ git status" && git status'
alias gdiff='git --no-pager diff --no-textconv'
alias gitops='(cd ~/repos/trimnoir && git commit --allow-empty -m "retry" && git push)'
alias gmail='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/gmail.py"'
alias grim='write_post 3'
alias gsc='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/gsc.py"'
alias init='if [ -x /home/mike/repos/pipulate/.venv/bin/python3 ]; then /home/mike/repos/pipulate/.venv/bin/python3 /home/mike/repos/nixos/autognome.py; else python3 /home/mike/repos/nixos/autognome.py; fi'
alias isnix='if [ -n "impure" ]; then echo "✓ In Nix shell v2.01 (CLI or Start Pipulate Menu)"; else echo "✗ Not in Nix shell"; fi'
alias j='cd ~/journal && nvim journal.txt'
alias jira='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/jira.py"'
alias l='ls -alh'
alias ll='ls -l'
alias ls='ls --color=tty'
alias lsp='ls -d -1 "$PWD"/*'
alias m='msg=$(python3 /home/mike/repos/pipulate/scripts/ai.py --auto --format plain 2>/dev/null | head -1) && [ -n "$msg" ] && echo "📝 Committing: $msg" && git commit -am "$msg" || echo '\''❌ ai.py returned empty message'\'''
alias n='cd ~/repos/nixos && sudo nixos-rebuild switch'
alias n2='echo "=== 🧹 JUST CLEANING (NO UPGRADE) ===" && \
echo "Deleting generations older than 7 days..." && \
sudo nix-collect-garbage --delete-older-than 7d && \
echo "=== ✅ SYSTEM CLEANED ==="
'
alias nd='nix develop'
alias ndq='nix develop .#quiet'
alias nixops='(cd ~/repos/pipulate && ./nixops.sh)'
alias open='xdg-open .'
alias p='cd ~/repos/pipulate'
alias patch='xclip -selection clipboard -o >patch'
alias pine='(cd ~/repos/pipulate && nvim +/"THE PINBOARD" foo_files.py)'
alias pins='(cd ~/repos/pipulate && python prompt_foo.py --chop PINNED_CHOP --no-tree)'
alias prompt='(cd ~/repos/pipulate && xclip -selection clipboard -o >prompt.md)'
alias r='cd ~/repos'
alias release='python release.py --release --force'
alias remote='/nix/store/avibyyyy58g5i51lhihlkvp3yfyh6i60-freerdp-3.15.0/bin/xfreerdp /v:[REDACTED_IP] /u:mike /p:Merlinnix1! /size:1280x720 /bpp:16 /rfx /cert:ignore'
alias sheets='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/sheets.py"'
alias slack='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/connectors/slack.py"'
alias smart='(cd ~/repos/pipulate && python release.py --force -m "Testing rabbit documentation injection")'
alias vim='nvim'
alias warm='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/weblogin.py"'
alias webclip='(cd ~/repos/pipulate && python scripts/webclip_2_markdown.py)'
alias weblogin='"$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/weblogin.py"'
alias xc='xclip -selection clipboard <'
alias xcp='xclip -selection clipboard'
alias xp='python scripts/xp.py'
alias xv='xclip -selection clipboard -o >'
(nix) pipulate $
Google AI Overview agrees with you:
MikeLev.in: Can a number be an alias in NixOS?
Google AI Overview: Yes, a number can be used as an alias in NixOS (or Nixpkgs). [1, 2, 3]
In Nix configurations, aliases are defined using an attribute set (e.g., or ). Because attribute keys cannot start with a number directly as unquoted text in standard Nix syntax, you must wrap the number in quotation marks. [4, 5, 6, 7]
- System-wide Aliases () You can define numeric aliases in your global file using the option. [5, 6]
- User-specific Aliases ()
If you use Home Manager, the syntax is identical, but you’ll place it inside your or shell-specific block (like ). [1, 4]
⚠️ A Shell-Specific Caveat While Nix allows it, your shell might have internal conflicts with numeric aliases.
- Bash handles numeric aliases perfectly well.
- ZSH has built-in functions (like to traverse a directory stack) that might cause conflicts. If you type a numeric alias and the shell tries to jump through a directory stack instead of running your command, you can unbind the conflicting ZSH behavior or use a non-numeric prefix. [5, 7]
If you are using ZSH and run into directory stack conflicts, or if you need help structuring your to apply these aliases, let me know! AI responses may include mistakes.
[1] https://discourse.nixos.org/t/home-shellaliases-unable-to-set-aliases-using-home-manager/33940
[2] https://discourse.nixos.org/t/nix-channels-aliases-naming-and-package-availability/7776
[3] https://discourse.nixos.org/t/an-unofficial-nixos-flakes-book-for-beginners/29561
[4] https://www.reddit.com/r/NixOS/comments/1c62g5a/question_about_alias_for_nix_os/
[5] https://stackoverflow.com/questions/45023485/how-to-set-an-alias-in-nixos
[6] https://mynixos.com/nixpkgs/option/environment.shellAliases
[7] https://superuser.com/questions/556492/aliases-with-numerical-names
But if this is a rabbit hole, and I rather suspect it is, tear out the stuff about the numbers being aliases and get rid of the numbers on the menu. I just don’t want the ambiguity or the complexity.
🎤
Opus 4.8 Extra:
What actually broke
1 printed warm: command not found — not 1: command not found. That distinction is the whole diagnosis: the numeric function was defined, --resolve 1 did print warm, and dispatch is what failed.
Retracting the Rule and Honoring Constraints
A bash alias is not a callable. Alias expansion happens at parse time, on the literal first word the parser reads. cmd=warm; $cmd arrives through a variable, so bash skips alias lookup entirely and searches functions → builtins → PATH, finds no warm, and reports command-not-found. No dispatcher of any kind can invoke an alias. _pick was never going to work for eleven of the twelve roster words.
The nastiest part is row 8. pu is a function, so 8 would have run fine while 1 through 7 failed — half a menu working, for a reason invisible from the menu itself.
My probe proved the wrong half. 7() { _p 7 "$@"; }; 7 x y tested whether a numeric name can be defined and can forward arguments. It echoed its args instead of dispatching to an alias, which is precisely the half that mattered. A probe that exercises the easy half of a mechanism is a probe that proves nothing, and I wrote it and then called it a gate.
Making it work would mean converting every connector alias in flake.nix to a function — twelve conversions plus xc/xv/prompt/patch neighbors that would look inconsistent afterward. That is the rabbit hole. Tearing it out below.
nd and ndq both already exist in your system aliases (visible in the dump), and neither collides with anything in this flake — that rename is a ~/repos/nixos edit, out of scope here.
Separately: your diff receipt settles gong.py. Everything on the < side is older wallet helper names (resolve_token_path, _classify_file) that wallet.py has since renamed, and wallet.py holds the entire warm verb gong.py lacks. It’s a stale snapshot, not stranded work — git rm is safe whenever you want it, no salvage required.
1. PROBES
printf 'shopt -s expand_aliases\nalias zz=echo\nzz literal-ok\nc=zz\n$c via-variable\n' | bash 2>&1
grep -c '_pick\|--resolve' flake.nix scripts/mcp_menu.py; echo "grep_exit=$?"
.venv/bin/python scripts/mcp_menu.py
LD_LIBRARY_PATH="" nix flake check --no-build 2>&1 | tail -12
Probe 1 is the conviction, reproducible on any bash: expect literal-ok followed by zz: command not found. Same alias, same shell, two invocation paths, one works. It reads identically BEFORE and AFTER because it’s a property of bash, not of this repo — which is exactly why it belongs in the record. Probe 2 is the removal counter: BEFORE flake.nix:11 and scripts/mcp_menu.py:3 (or thereabouts), AFTER both :0 with grep_exit=1. Probe 3 is the payoff — BEFORE numbered rows and the “Every number is a shortcut” footer, AFTER neither. Probe 4 is the syntax gate; flake.nix loses a shellHook block, which Nix sees only as string content, so a clean eval proves the removal didn’t unbalance anything around it.
By-hand acceptance, which cannot be echoed: exit, nix develop, press 2, then mcp, then type warm --help and 2 — the word should work and the digit should be a plain command-not-found with no roster machinery behind it.
2. NEXT CONTEXT
! printf 'shopt -s expand_aliases\nalias zz=echo\nzz literal-ok\nc=zz\n$c via-variable\n' | bash 2>&1
! grep -c '_pick\|--resolve' flake.nix scripts/mcp_menu.py; echo "grep_exit=$?"
! .venv/bin/python scripts/mcp_menu.py
! LD_LIBRARY_PATH="" nix flake check --no-build 2>&1 | tail -12
scripts/mcp_menu.py
scripts/boot_menu.py
flake.nix
foo_files.py
Light compile. Nothing else this ride touches.
3. PATCHES
Three cars. Car 1 first on purpose: never leave a live dispatcher pointed at an interface car 2 is about to remove.
Car 1 — remove the digit dispatcher from flake.nix.
Target: flake.nix
[[[SEARCH]]]
# THE DIGIT NAMESPACE: bare 1..9 run whatever row mcp just printed.
# A numbered menu trains the hand to type numbers, so the numbers had
# better BE commands -- and they had better mean what the panel said.
# The ordering therefore lives in exactly one place, mcp_menu.py's
# ROSTER, read by --resolve at dispatch time. Hand-binding names here
# would be a second ordering free to drift from the first, and a
# drifted digit is a lying menu with the user's finger already moving
# (THE SAME-CAR LABEL RULE, one keystroke earlier). These nine
# one-liners carry no roster knowledge and so cannot lie about it.
#
# Args pass through: `2 org/project` == `botify org/project`. Dispatch
# is bare `$cmd "$@"` because a resolved word may itself be a shell
# function (`pu`), which an exec or a subshell would miss. 9 is
# defined against an 8-row roster on purpose: headroom for a future
# row, and a clean "No menu row 9" instead of command-not-found.
#
# SPENDING THE NAMESPACE: bare digits are ONE global shell namespace
# and this roster now owns it. Every other menu in the workshop must
# use words or bracketed keypresses instead -- boot_menu's [1]/[2] are
# read by getch and never typed, so they do not collide.
_pick() {
local menu="$PIPULATE_ROOT/scripts/mcp_menu.py"
if [ ! -f "$menu" ]; then
echo "Roster unavailable: $menu is missing. Type mcp for options." >&2
return 1
fi
local n="$1"
shift
local cmd
cmd=$("$PIPULATE_ROOT/.venv/bin/python" "$menu" --resolve "$n") || return 1
$cmd "$@"
}
1() { _pick 1 "$@"; }
2() { _pick 2 "$@"; }
3() { _pick 3 "$@"; }
4() { _pick 4 "$@"; }
5() { _pick 5 "$@"; }
6() { _pick 6 "$@"; }
7() { _pick 7 "$@"; }
8() { _pick 8 "$@"; }
9() { _pick 9 "$@"; }
# THE CONNECTOR GRAMMAR (idea #7 made literal): tiny Unix commands,
[[[DIVIDER]]]
# THE CONNECTOR GRAMMAR (idea #7 made literal): tiny Unix commands,
[[[REPLACE]]]
Car 2 — mcp_menu.py back to words only. Four blocks, one commit story.
Target: scripts/mcp_menu.py
[[[SEARCH]]]
DIGIT DISPATCH. The numbers beside each row are real commands: flake.nix
binds bare 1..9 to a `_pick` helper that calls this file with --resolve N,
takes the single word it prints, and runs it with whatever arguments
followed the digit. Display and dispatch both consume _build_rows(), so a
typed number can never point at a different row than the one the eye just
read, and a ghost that shifts the printed list shifts the digits with it.
Exit codes: 0 for the display and for a successful --resolve; 1 only when
--resolve is handed a number no row answers to.
"""
[[[DIVIDER]]]
NO NUMBERS, DELIBERATELY. An earlier version numbered these rows and bound
bare 1..9 in flake.nix to dispatch them. It could not work: most roster
words are shell ALIASES, and bash expands an alias only when it is the
literal first word a parser reads -- never when it arrives through a
variable, which is what any dispatcher must do. Row 8 (`pu`, a FUNCTION)
would have run while rows 1-7 printed command-not-found, and half a menu
working for a reason invisible from the menu is worse than no numbers at
all. The words ARE the interface. See THE ALIAS-DISPATCH RULE in
foo_files.py before adding any shortcut layer over this list.
Exit code is always 0. This is a display, not a decision; nothing parses it.
"""
[[[REPLACE]]]
Target: scripts/mcp_menu.py
[[[SEARCH]]]
FOOTER = [
"Every number is a shortcut for the word beside it, arguments and all.",
"Add --help to any command above for its full usage.",
[[[DIVIDER]]]
FOOTER = [
"Add --help to any command above for its full usage.",
[[[REPLACE]]]
Target: scripts/mcp_menu.py
[[[SEARCH]]]
def _build_rows():
"""The single ordered truth behind BOTH the display and --resolve.
Because one function produces the list, a ghost that shifts the printed
numbering shifts the dispatch numbering by exactly the same amount.
There is no second ordering free to drift out of sync with the first.
"""
rows = []
ghosts = []
for command, rel in ROSTER:
description, ghost = _describe(REPO_ROOT / rel)
if ghost:
ghosts.append((command, rel, ghost))
else:
rows.append((command, description))
rows.extend(TAIL)
return rows, ghosts
def resolve(token):
"""Print one row's command word. The digit-dispatch contract.
stdout is EXACTLY one bare word on success, because the shell runs it as
a command name -- any decoration here becomes a syntax error in someone
else's terminal. Everything explanatory goes to stderr.
"""
rows, _ghosts = _build_rows()
try:
index = int(token)
except ValueError:
index = 0
if not 1 <= index <= len(rows):
sys.stderr.write(
f"No menu row {token}. Type mcp for the current roster "
f"(rows 1-{len(rows)}).\n"
)
return 1
print(rows[index - 1][0])
return 0
def main():
if len(sys.argv) == 3 and sys.argv[1] == "--resolve":
return resolve(sys.argv[2])
rows, ghosts = _build_rows()
# Ghosts print BEFORE the panel and outside it, plainly, so they cannot
[[[DIVIDER]]]
def main():
rows = []
ghosts = []
for command, rel in ROSTER:
description, ghost = _describe(REPO_ROOT / rel)
if ghost:
ghosts.append((command, rel, ghost))
else:
rows.append((command, description))
rows.extend(TAIL)
# Ghosts print BEFORE the panel and outside it, plainly, so they cannot
[[[REPLACE]]]
Target: scripts/mcp_menu.py
[[[SEARCH]]]
width = max(len(command) for command, _ in rows)
body = "\n".join(
f"{i}. {command.ljust(width)} {description}"
for i, (command, description) in enumerate(rows, start=1)
)
[[[DIVIDER]]]
width = max(len(command) for command, _ in rows)
body = "\n".join(
f"{command.ljust(width)} {description}"
for command, description in rows
)
[[[REPLACE]]]
Target: scripts/mcp_menu.py
[[[SEARCH]]]
title="reach outside this machine",
subtitle="type the number or the word",
[[[DIVIDER]]]
title="reach outside this machine",
subtitle="type any of these",
[[[REPLACE]]]
Car 3 — retract the rule and bank what convicted it.
Target: foo_files.py
[[[SEARCH]]]
# THE DIGIT NAMESPACE RULE (banked 2026-07-23, collision caught pre-flight):
# bare digits typed at a shell prompt are ONE global namespace, and exactly
# one menu may own them. A numbered menu trains the hand to type numbers --
# the operator caught himself doing it within minutes of the mcp roster
# landing -- so the numbers must BE commands or the menu teaches a reflex it
# then punishes. The mcp roster spends the namespace because it is the
# highest-traffic list in the shell; every OTHER menu therefore uses words or
# bracketed keypress affordances (boot_menu's [1]/[2] are read by getch, never
# typed, so they do not collide -- which is why door 2's "easy as 1, 2, 3"
# shipped as three words instead of three digits). Corollary: a digit binding
# is GENERATED from the roster it displays, never hand-bound alongside it. A
# second ordering is free to drift, and a drifted digit is a lying menu with
# the user's finger already moving.
[[[DIVIDER]]]
# THE ALIAS-DISPATCH RULE (banked 2026-07-23, RETRACTING the same day's DIGIT
# NAMESPACE RULE -- the mechanism that rule assumed does not exist): a shell
# alias is not a callable object. Bash expands an alias only when it is the
# literal first word a parser reads; `cmd=warm; $cmd` searches functions,
# builtins, and PATH, finds none, and reports command-not-found. NOTHING can
# invoke an alias on a human's behalf -- no menu, no wrapper, no dispatcher.
# Conviction: bare `1` resolved correctly to `warm` and died as
# `warm: command not found`, while row 8 (`pu`, a FUNCTION) would have run --
# half a menu working for a reason invisible from the menu, the worst failure
# shape there is. STANDING CONSEQUENCE: if a word must be reachable by
# anything other than a human typing it, define it as a FUNCTION. Otherwise
# let the menu print words and let the human type them; a list the eye reads
# and the hand retypes has no second ordering to drift.
#
# PROBE COROLLARY -- EXERCISE THE HARD HALF (the reason this shipped at all):
# the gating probe was `7() { _p 7 "$@"; }; 7 x y`, which proved numeric
# function NAMING and ARGUMENT FORWARDING and then echoed instead of
# dispatching. It never once ran an alias through a variable, which was the
# entire mechanism under test. A probe that exercises the easy half of a
# claim is not a weak receipt, it is a FALSE one -- it returns green for a
# thing that was never tried. Before accepting a probe as a gate, name the
# step most likely to fail and confirm the probe performs THAT step.
[[[REPLACE]]]
4. PROMPT
**MikeLev.in**: Number-removal receipts are in this compile. Read all four: the alias-dispatch demonstration, the removal counter, the rendered roster, and the flake check tail.
Probe 1 is the load-bearing one. If it printed `literal-ok` and then `zz: command not found`, the retraction in foo_files.py is receipt-backed and stands as written. If it printed something else -- both lines working, or both failing -- then my diagnosis was wrong, the retraction is a lie in the constitution, and fixing that wording comes before anything else. Say so plainly and quote what the probe actually printed.
If probe 2 shows anything other than 0 for both files, name the surviving reference and patch it out. If probe 3 still shows numbers or the "Every number is a shortcut" footer line, the same.
Then, with the menu settled, look at what door 2 and `mcp` now say together and tell me whether a newcomer landing at that prompt has one obvious next move or three competing ones. One paragraph, no patch unless you can name the specific word that is doing the confusing.
scripts/connectors/gong.py: the diff receipt from last compile showed it is an older revision of wallet.py with no unique work in it -- wallet.py has the entire `warm` verb it lacks, and its only unique lines are helper names wallet.py has since renamed. Patch the foo_files.py todo to record that finding and state plainly that `git rm` is safe, so the open question stops re-litigating itself every compile.
Do not reintroduce numbers in any form. Do not convert the connector aliases to functions -- that road was deliberately not taken.
5. EXTERNAL DELIVERABLES
None this turn.
MikeLev.in:
Probe:
$ git status
On branch main
Your branch is up to date with 'origin/main'.
nothing to commit, working tree clean
(nix) pipulate $ printf 'shopt -s expand_aliases\nalias zz=echo\nzz literal-ok\nc=zz\n$c via-variable\n' | bash 2>&1
grep -c '_pick\|--resolve' flake.nix scripts/mcp_menu.py; echo "grep_exit=$?"
.venv/bin/python scripts/mcp_menu.py
LD_LIBRARY_PATH="" nix flake check --no-build 2>&1 | tail -12
literal-ok
bash: line 5: zz: command not found
flake.nix:12
scripts/mcp_menu.py:5
grep_exit=0
╭─────────────────────────────────────────────────────────────────────────── reach outside this machine ────────────────────────────────────────────────────────────────────────────╮
│ │
│ 1. warm Log into a site by hand once so later scrapes stay signed in. │
│ 2. botify Bring Botify crawl data and BQL query results into context. │
│ 3. confluence Bring a Confluence space, page, or search result into context. │
│ 4. jira Bring a Jira project, issue, or JQL search into context. │
│ 5. slack Bring a Slack channel or message thread into context. │
│ 6. email Bring an email thread or a sender's recent threads into context. │
│ 7. sheets Bring a Google Sheet's tabs and cell data into context. │
│ 8. pu start the Pipulate server (long form: pipulate) │
│ │
╰─────────────────────────────────────────────────────────────────────────── type the number or the word ───────────────────────────────────────────────────────────────────────────╯
Every number is a shortcut for the word beside it, arguments and all.
Add --help to any command above for its full usage.
Type learn to hand this whole workshop to an AI in a web chat.
Type mcp <tool_name> to call a registered MCP tool directly.
derivation evaluated to /nix/store/a0cdan79ssdhzym5sccc88nxq91325qd-nix-shell.drv
checking derivation devShells.x86_64-linux.dev...
derivation evaluated to /nix/store/iwii501jyj535wkai7wzjxmbgr7kaslz-nix-shell.drv
checking derivation devShells.x86_64-linux.quiet...
derivation evaluated to /nix/store/y57z7dnvhgqviy91i3ag49s7dwskqzjc-nix-shell.drv
checking flake output 'packages'...
checking derivation packages.x86_64-linux.default...
derivation evaluated to /nix/store/2wcazabyd7qpcmvcdb2546hamydi4cm2-pipulate.tar.gz.drv
checking derivation packages.x86_64-linux.dockerImage...
derivation evaluated to /nix/store/2wcazabyd7qpcmvcdb2546hamydi4cm2-pipulate.tar.gz.drv
warning: The check omitted these incompatible systems: aarch64-darwin, aarch64-linux, x86_64-darwin
Use '--all-systems' to check all.
(nix) pipulate $
Context:
# adhoc.txt _ _ _ to set context____ _ _ ___ ____ _ <F5> Simpson Couch Gag Here (explain anything to the audience you feel needs it explained)
# / \ __| | | | | | ___ ___ / ___| | | |/ _ \| _ \| |
# ahe/ _ \ / _` | | |_| |/ _ \ / __| | | | |_| | | | | |_) | | Your Spidey Sense is how you avoid falling into Rabbit Holes!
# ahc ___ \ (_| | | _ | (_) | (__ | |___| _ | |_| | __/|_|
# /_/ \_\__,_| |_| |_|\___/ \___| \____|_| |_|\___/|_| (_)
# Ad Hoc CHOP: The Not-Managed-by-Git Safe-for-Client-Data place
# BIG STANDARD STUFF (Optionally comment out any)
# ! python scripts/articles/lsa.py -t 1 --reverse --fmt dated-slugs # <-- The "Rolling Pin" that gives the 40K foot book-spine view of book-ore.
# ~/repos/nixos/autognome.py # <-- Letting the AIs really understand my environment (The Brave Little Tailor punches above Their Weight Class proving the dunning-kruger effect the gate-keeper's (lower-case) lament.)
scripts/foo_cartridge.py # Needs description
scripts/foo_replay.py # Needs description
pyproject.toml # <-- The PyPI Packaging details
prompt_foo.py # <-- Prompt Fu compiler, makes the very README for AGENTS-like payload you're reading right now, but it needs to be more like that
foo_files.py # <-- This is the router, evolving book outline and the things you pin-up to produced the recursive self-improvement loops
.gitattributes # <-- Model: understand that `nbstripout` and `jupytext` are both in play. Just talk the human through .ipynb patches.
.gitignore # <-- Creates "negative space" for sub-rep's to share parent environment and "snap" proprietary secret features into place.
init.lua # <-- Daily driver hot-keys that overlap with aliases in flake.nix
flake.nix # <-- Solves world's WRITE ONCE RUN ANYWHERE problem like Java never could. Also resolves the bootstrap paradox.
requirements.in # <-- All known dependencies and (necessary) version pinning. WORA gotcha's exposed.
apply.py # <-- How can "Web UI" ChatBots edit your code? With this Aider-inspired Player Piano patch applier.
scripts/xp.py # <-- Transforms host OS copy-paste buffer player-piano music into context-payload.
scripts/ai.py # <-- How I constantly use local AI to write git commit messages with `m` alias.
cli.py # <-- Catch-all actuator for PyPI envs, Python anchoring, MCP tool-call (plus alternatives) and **kwargs like wrapping for CLI
scripts/weblogin.py # <-- Lets the user "warm up" the cache for their web logins at their leisure on a profile that persists.
scripts/crawl.py # <-- Feel free to ask for something to be crawled and included in the next turn.
__init__.py # <-- Master versioning
# release.py # <-- How everything ends up where it does (GitHub, PyPI, etc.)
# scripts/webclip_2_markdown.py # <-- Lets you copy HTML from a browser and paste it elsewhere as Markdown (good for capturing AI thinking steps / need to shorten the name)
# scripts/release/version_sync.py # <-- Needs to be wrapped into release.py and eliminated, I think.
# --- Under this line is were you paste what the AI gives you ---
# --- We call it context but it's really just the right-hand ---
# --- blast-radius of the "probes" to make this all science. ---
! printf 'shopt -s expand_aliases\nalias zz=echo\nzz literal-ok\nc=zz\n$c via-variable\n' | bash 2>&1
! grep -c '_pick\|--resolve' flake.nix scripts/mcp_menu.py; echo "grep_exit=$?"
! .venv/bin/python scripts/mcp_menu.py
! LD_LIBRARY_PATH="" nix flake check --no-build 2>&1 | tail -12
scripts/mcp_menu.py
scripts/boot_menu.py
flake.nix
foo_files.py
Patches: [patch, app, d, m, patch, app, d, m…]
$ git status
On branch main
Your branch is up to date with 'origin/main'.
nothing to commit, working tree clean
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'flake.nix'.
(nix) pipulate $ d
diff --git a/flake.nix b/flake.nix
index a726e142..14ddb74c 100644
--- a/flake.nix
+++ b/flake.nix
@@ -964,47 +964,6 @@ runScript = pkgs.writeShellScriptBin "run-script" ''
command pipulate "$@"
fi
}
- # THE DIGIT NAMESPACE: bare 1..9 run whatever row mcp just printed.
- # A numbered menu trains the hand to type numbers, so the numbers had
- # better BE commands -- and they had better mean what the panel said.
- # The ordering therefore lives in exactly one place, mcp_menu.py's
- # ROSTER, read by --resolve at dispatch time. Hand-binding names here
- # would be a second ordering free to drift from the first, and a
- # drifted digit is a lying menu with the user's finger already moving
- # (THE SAME-CAR LABEL RULE, one keystroke earlier). These nine
- # one-liners carry no roster knowledge and so cannot lie about it.
- #
- # Args pass through: `2 org/project` == `botify org/project`. Dispatch
- # is bare `$cmd "$@"` because a resolved word may itself be a shell
- # function (`pu`), which an exec or a subshell would miss. 9 is
- # defined against an 8-row roster on purpose: headroom for a future
- # row, and a clean "No menu row 9" instead of command-not-found.
- #
- # SPENDING THE NAMESPACE: bare digits are ONE global shell namespace
- # and this roster now owns it. Every other menu in the workshop must
- # use words or bracketed keypresses instead -- boot_menu's [1]/[2] are
- # read by getch and never typed, so they do not collide.
- _pick() {
- local menu="$PIPULATE_ROOT/scripts/mcp_menu.py"
- if [ ! -f "$menu" ]; then
- echo "Roster unavailable: $menu is missing. Type mcp for options." >&2
- return 1
- fi
- local n="$1"
- shift
- local cmd
- cmd=$("$PIPULATE_ROOT/.venv/bin/python" "$menu" --resolve "$n") || return 1
- $cmd "$@"
- }
- 1() { _pick 1 "$@"; }
- 2() { _pick 2 "$@"; }
- 3() { _pick 3 "$@"; }
- 4() { _pick 4 "$@"; }
- 5() { _pick 5 "$@"; }
- 6() { _pick 6 "$@"; }
- 7() { _pick 7 "$@"; }
- 8() { _pick 8 "$@"; }
- 9() { _pick 9 "$@"; }
# THE CONNECTOR GRAMMAR (idea #7 made literal): tiny Unix commands,
# one per API, each a self-contained file in scripts/connectors/.
# Args pass through: `botify org/project`, `confluence ENG`,
(nix) pipulate $ m
📝 Committing: chore: Remove redundant comments and code related to the digit namespace.
[main 51dfc526] chore: Remove redundant comments and code related to the digit namespace.
1 file changed, 41 deletions(-)
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/mcp_menu.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/mcp_menu.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/mcp_menu.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/mcp_menu.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/mcp_menu.py'.
(nix) pipulate $ d
diff --git a/scripts/mcp_menu.py b/scripts/mcp_menu.py
index 4728ea91..a58a88a1 100644
--- a/scripts/mcp_menu.py
+++ b/scripts/mcp_menu.py
@@ -25,15 +25,17 @@ sentences would cost seconds and could fail outright on absent credentials.
ast.get_docstring reads the file as text and cares about none of that --
the same technique prompt_foo.py's generate_tool_roster() uses on tools/*.
-DIGIT DISPATCH. The numbers beside each row are real commands: flake.nix
-binds bare 1..9 to a `_pick` helper that calls this file with --resolve N,
-takes the single word it prints, and runs it with whatever arguments
-followed the digit. Display and dispatch both consume _build_rows(), so a
-typed number can never point at a different row than the one the eye just
-read, and a ghost that shifts the printed list shifts the digits with it.
-
-Exit codes: 0 for the display and for a successful --resolve; 1 only when
---resolve is handed a number no row answers to.
+NO NUMBERS, DELIBERATELY. An earlier version numbered these rows and bound
+bare 1..9 in flake.nix to dispatch them. It could not work: most roster
+words are shell ALIASES, and bash expands an alias only when it is the
+literal first word a parser reads -- never when it arrives through a
+variable, which is what any dispatcher must do. Row 8 (`pu`, a FUNCTION)
+would have run while rows 1-7 printed command-not-found, and half a menu
+working for a reason invisible from the menu is worse than no numbers at
+all. The words ARE the interface. See THE ALIAS-DISPATCH RULE in
+foo_files.py before adding any shortcut layer over this list.
+
+Exit code is always 0. This is a display, not a decision; nothing parses it.
"""
import ast
import os
@@ -71,7 +73,6 @@ TAIL = [
]
FOOTER = [
- "Every number is a shortcut for the word beside it, arguments and all.",
"Add --help to any command above for its full usage.",
"Type learn to hand this whole workshop to an AI in a web chat.",
"Type mcp <tool_name> to call a registered MCP tool directly.",
@@ -117,13 +118,7 @@ def _describe(script_path):
return line, None
-def _build_rows():
- """The single ordered truth behind BOTH the display and --resolve.
-
- Because one function produces the list, a ghost that shifts the printed
- numbering shifts the dispatch numbering by exactly the same amount.
- There is no second ordering free to drift out of sync with the first.
- """
+def main():
rows = []
ghosts = []
for command, rel in ROSTER:
@@ -133,36 +128,6 @@ def _build_rows():
else:
rows.append((command, description))
rows.extend(TAIL)
- return rows, ghosts
-
-
-def resolve(token):
- """Print one row's command word. The digit-dispatch contract.
-
- stdout is EXACTLY one bare word on success, because the shell runs it as
- a command name -- any decoration here becomes a syntax error in someone
- else's terminal. Everything explanatory goes to stderr.
- """
- rows, _ghosts = _build_rows()
- try:
- index = int(token)
- except ValueError:
- index = 0
- if not 1 <= index <= len(rows):
- sys.stderr.write(
- f"No menu row {token}. Type mcp for the current roster "
- f"(rows 1-{len(rows)}).\n"
- )
- return 1
- print(rows[index - 1][0])
- return 0
-
-
-def main():
- if len(sys.argv) == 3 and sys.argv[1] == "--resolve":
- return resolve(sys.argv[2])
-
- rows, ghosts = _build_rows()
# Ghosts print BEFORE the panel and outside it, plainly, so they cannot
# be mistaken for a menu row or scrolled past inside a border.
@@ -173,8 +138,8 @@ def main():
width = max(len(command) for command, _ in rows)
body = "\n".join(
- f"{i}. {command.ljust(width)} {description}"
- for i, (command, description) in enumerate(rows, start=1)
+ f"{command.ljust(width)} {description}"
+ for command, description in rows
)
try:
@@ -185,7 +150,7 @@ def main():
Panel(
body,
title="reach outside this machine",
- subtitle="type the number or the word",
+ subtitle="type any of these",
border_style="cyan",
padding=(1, 2),
)
(nix) pipulate $ m
📝 Committing: remove: Deprecate DIGIT DISPATCH and numeric row dispatch.
[main 0513aed4] remove: Deprecate DIGIT DISPATCH and numeric row dispatch.
1 file changed, 15 insertions(+), 50 deletions(-)
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'foo_files.py'.
(nix) pipulate $ d
diff --git a/foo_files.py b/foo_files.py
index 1903477d..fc637d23 100644
--- a/foo_files.py
+++ b/foo_files.py
@@ -483,19 +483,28 @@ AI_PHOOEY_CHOP = r"""
# AT the decision point: labels, subtitles, confirmations, and any promise of
# a deadline that no longer exists.
-# THE DIGIT NAMESPACE RULE (banked 2026-07-23, collision caught pre-flight):
-# bare digits typed at a shell prompt are ONE global namespace, and exactly
-# one menu may own them. A numbered menu trains the hand to type numbers --
-# the operator caught himself doing it within minutes of the mcp roster
-# landing -- so the numbers must BE commands or the menu teaches a reflex it
-# then punishes. The mcp roster spends the namespace because it is the
-# highest-traffic list in the shell; every OTHER menu therefore uses words or
-# bracketed keypress affordances (boot_menu's [1]/[2] are read by getch, never
-# typed, so they do not collide -- which is why door 2's "easy as 1, 2, 3"
-# shipped as three words instead of three digits). Corollary: a digit binding
-# is GENERATED from the roster it displays, never hand-bound alongside it. A
-# second ordering is free to drift, and a drifted digit is a lying menu with
-# the user's finger already moving.
+# THE ALIAS-DISPATCH RULE (banked 2026-07-23, RETRACTING the same day's DIGIT
+# NAMESPACE RULE -- the mechanism that rule assumed does not exist): a shell
+# alias is not a callable object. Bash expands an alias only when it is the
+# literal first word a parser reads; `cmd=warm; $cmd` searches functions,
+# builtins, and PATH, finds none, and reports command-not-found. NOTHING can
+# invoke an alias on a human's behalf -- no menu, no wrapper, no dispatcher.
+# Conviction: bare `1` resolved correctly to `warm` and died as
+# `warm: command not found`, while row 8 (`pu`, a FUNCTION) would have run --
+# half a menu working for a reason invisible from the menu, the worst failure
+# shape there is. STANDING CONSEQUENCE: if a word must be reachable by
+# anything other than a human typing it, define it as a FUNCTION. Otherwise
+# let the menu print words and let the human type them; a list the eye reads
+# and the hand retypes has no second ordering to drift.
+#
+# PROBE COROLLARY -- EXERCISE THE HARD HALF (the reason this shipped at all):
+# the gating probe was `7() { _p 7 "$@"; }; 7 x y`, which proved numeric
+# function NAMING and ARGUMENT FORWARDING and then echoed instead of
+# dispatching. It never once ran an alias through a variable, which was the
+# entire mechanism under test. A probe that exercises the easy half of a
+# claim is not a weak receipt, it is a FALSE one -- it returns green for a
+# thing that was never tried. Before accepting a probe as a gate, name the
+# step most likely to fail and confirm the probe performs THAT step.
# THE LIVE-PROMPT MIRAGE (banked 2026-07-23, dot-counted): a background job
# still writing to the tty after the foreground process exits makes a WORKING
(nix) pipulate $ m
📝 Committing: Refactor: Clarify alias-dispatch rule and probe corollary
[main b73d85b2] Refactor: Clarify alias-dispatch rule and probe corollary
1 file changed, 22 insertions(+), 13 deletions(-)
(nix) pipulate $ git push
Enumerating objects: 15, done.
Counting objects: 100% (15/15), done.
Delta compression using up to 48 threads
Compressing objects: 100% (10/10), done.
Writing objects: 100% (10/10), 2.52 KiB | 860.00 KiB/s, done.
Total 10 (delta 7), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (7/7), completed with 5 local objects.
To github.com:pipulate/pipulate.git
ac40934d..b73d85b2 main -> main
(nix) pipulate $
Prompt:
MikeLev.in: Number-removal receipts are in this compile. Read all four: the alias-dispatch demonstration, the removal counter, the rendered roster, and the flake check tail.
Probe 1 is the load-bearing one. If it printed literal-ok and then zz: command not found, the retraction in foo_files.py is receipt-backed and stands as written. If it printed something else – both lines working, or both failing – then my diagnosis was wrong, the retraction is a lie in the constitution, and fixing that wording comes before anything else. Say so plainly and quote what the probe actually printed.
If probe 2 shows anything other than 0 for both files, name the surviving reference and patch it out. If probe 3 still shows numbers or the “Every number is a shortcut” footer line, the same.
Then, with the menu settled, look at what door 2 and mcp now say together and tell me whether a newcomer landing at that prompt has one obvious next move or three competing ones. One paragraph, no patch unless you can name the specific word that is doing the confusing.
scripts/connectors/gong.py: the diff receipt from last compile showed it is an older revision of wallet.py with no unique work in it – wallet.py has the entire warm verb it lacks, and its only unique lines are helper names wallet.py has since renamed. Patch the foo_files.py todo to record that finding and state plainly that git rm is safe, so the open question stops re-litigating itself every compile.
Do not reintroduce numbers in any form. Do not convert the connector aliases to functions – that road was deliberately not taken.
🎤
Opus 4.8 Extra: Context verified. wallet.py, gong.py, and both READMEs are absent from this compile — that constrains the gong car to a wording patch, which is exactly what you asked for.
Probe 1: the retraction is receipt-backed and stands as written
literal-ok
bash: line 5: zz: command not found
One alias, one shell, two invocation paths. zz literal-ok expanded because zz was the literal first word the parser read; c=zz; $c via-variable did not, because the word arrived through a variable and bash went straight to functions → builtins → PATH. The NON-ZERO EXIT 127 header on that receipt is the same fact wearing its exit code. THE ALIAS-DISPATCH RULE is describing a real property of bash, not a story about one bad afternoon.
Probes 2 and 3: nothing survived
flake.nix:0, scripts/mcp_menu.py:0, grep_exit=1 — the exit 1 is grep reporting no match, which is the passing reading here, not a failure. Nothing to name, nothing to patch out. The rendered roster carries no numbers, the subtitle reads type any of these, and the “Every number is a shortcut” line is gone from the footer. Flake check is clean and all three devShell drv hashes moved from your hand-run, which is the correct signature for an edit inside miscSetupLogic — shared by all three shells, unlike a runScript-only change.
One thing probe 2 could not catch, because it only grepped _pick|--resolve: the comment above TAIL in mcp_menu.py still says “Numbered continuously with the roster above.” That is a label describing a mechanism that no longer exists, sitting three lines above the thing it describes. Car 1 below.
The wrap, which only the receipt could show you
Your terminal is wide; the compile’s is 80 columns, and at 80 the panel breaks:
│ confluence Bring a Confluence space, page, or search result into │
│ context. │
The arithmetic is exact and worth banking. Rich’s panel spends 2 chars on borders and 4 on padding=(1,2), leaving 74 for the body. Each body line is command.ljust(10) + 3 spaces + description, so the description budget is 61 characters. warm is 61 exactly and fits with nothing to spare — that coincidence is what proves the arithmetic rather than my guessing at it. confluence is 62 (one over) and email is 64 (three over). Everything else fits.
MAX_DESC = 74 in mcp_menu.py is a mis-derived constant: it was set to the whole body budget while ignoring the 13-char command column, so the guard is off by 13 and never fires when it should. I’m not patching it to 61, because that would truncate two good sentences into ellipses — visibly worse than a wrap. The right fix is upstream, in the two connector docstrings, which aren’t in this context. It also means contract item 8’s “under ~70 chars” is itself slightly wrong and should read 61.
Door 2 and mcp, read cold
A newcomer has one obvious next move, and the ordering already does the work without a fourth line saying so: learn is listed first and door 2’s own subtitle names it as the guided tour, so the eye lands on the only word that works with zero credentials. The other two are honest side doors — pu is the escape hatch for someone who pressed 2 by reflex, and mcp is the inventory. Two things come close to muddying it without crossing the line: mcp means the connector roster on one screen and mcp <tool_name> means the registered-tool actuator three lines later, and the panel titled reach outside this machine ends with a row that starts a local server. Neither earns a patch. Renaming mcp relitigates the mainstream-word decision you made deliberately, and moving pu off the panel would take the word a just-declined human most wants out of the place they are already looking — so I’m recording the pu mismatch as a decision in the source comment instead of pretending the title covers it.
1. PROBES
grep -c 'Numbered continuously' scripts/mcp_menu.py; echo "stale_label_exit=$?"
grep -c 'SUPERSEDED COPY' foo_files.py; echo "gong_verdict_exit=$?"
git log --oneline -1 -- scripts/connectors/gong.py; git log --oneline -1 -- scripts/connectors/wallet.py
COLUMNS=80 .venv/bin/python scripts/mcp_menu.py
Probes 1 and 2 are the delta counters straddling the two cars: probe 1 reads 1 / exit 0 before and 0 / exit 1 after; probe 2 reads 0 / exit 1 before and 1 / exit 0 after. Both strings are unique, so the absolute values are trustworthy in both directions.
Probe 3 is the last receipt the gong question ever needs. If gong.py’s last commit is older than wallet.py’s, “behind, not beside” is corroborated by history and not just by my reading of the diff. If it is newer, my direction claim is wrong and the todo I’m about to write is a lie in the file that exists to prevent lies.
Probe 4 pins the width so your hand-run sees what the compile sees. Without COLUMNS=80 your terminal renders it unwrapped and the defect is invisible from where you sit — which is precisely how it survived three compiles.
2. NEXT CONTEXT
! grep -c 'Numbered continuously' scripts/mcp_menu.py; echo "stale_label_exit=$?"
! grep -c 'SUPERSEDED COPY' foo_files.py; echo "gong_verdict_exit=$?"
! git log --oneline -1 -- scripts/connectors/gong.py; git log --oneline -1 -- scripts/connectors/wallet.py
! COLUMNS=80 .venv/bin/python scripts/mcp_menu.py
scripts/mcp_menu.py
foo_files.py
scripts/connectors/README.md
scripts/connectors/gmail.py
scripts/connectors/confluence.py
Small compile. flake.nix, boot_menu.py, prompt_foo.py, and the cartridge pair are all inert for what’s left — the remaining work is two docstring first lines, one README contract number, and one delete.
3. PATCHES
Two cars. The git rm is deliberately not among them: deleting the file and fixing the README line that credits it are one commit story, and the README isn’t in this context, so emitting the delete now would guarantee the map outlives the territory by exactly one compile.
Car 1 — the stale numbering label, and the pu mismatch recorded as a decision.
Target: scripts/mcp_menu.py
[[[SEARCH]]]
# Hand-written because these are shell functions in flake.nix, not scripts
# with docstrings to read. Numbered continuously with the roster above.
TAIL = [
[[[DIVIDER]]]
# Hand-written because these are shell functions in flake.nix, not scripts
# with docstrings to read. Appended after the roster, in display order.
#
# `pu` is the one row the panel title does not cover -- it starts a LOCAL
# server, the opposite of reaching outside. It stays anyway: a human who
# just declined door 1 wants that word exactly where they are looking, and
# a title that is right about 7 of 8 rows beats a roster missing the row
# they came for. Recorded as a decision so nobody "fixes" it silently.
TAIL = [
[[[REPLACE]]]
Car 2 — the gong verdict, settled.
Target: foo_files.py
[[[SEARCH]]]
# - TODO: scripts/connectors/gong.py is NOT a Gong connector -- delete it.
# Full-file receipt 2026-07-23 settles the open question the head -5 could
# not: the BODY is wallet.py's scoreboard end to end (load_wallet,
# classify, scoreboard, login, connectors.json, --stale-days), argparse
# description "Read-only scoreboard for the Pipulate connector wallet.",
# and ZERO occurrences of gong/calls/transcript/api.gong.io in 518 lines.
# Not a wrong header on gong code; a copy of wallet.py that never got
# written. A docstring patch only makes the duplicate look intentional, so
# the fix is deletion, not wording. NEXT: diff it against wallet.py -- if
# identical, git rm; if drifted, the delta is wallet work that landed in
# the wrong file and must be salvaged into wallet.py first. Note also that
# scripts/connectors/README.md's "Current connectors" list credits gong.py
# with users/calls/transcript FETCH -- describing a file that does not exist.
[[[DIVIDER]]]
# - TODO: scripts/connectors/gong.py is a SUPERSEDED COPY of wallet.py --
# git rm is SAFE, no salvage required. SETTLED 2026-07-23 so this stops
# re-litigating itself every compile. Two receipts, in order: head -5
# showed it wearing wallet.py's path comment AND wallet.py's module
# docstring; the hand-run diff against wallet.py then showed WHY. Every
# line unique to gong.py is an OLDER wallet helper that wallet.py has
# since renamed (resolve_token_path / _classify_file / _classify_dir /
# _classify_env -> _stat_state / resolve_path / _env_state; _KIND_ABBR ->
# _KIND_LABEL; _how_to_warm -> _next_hint), while wallet.py carries the
# entire warm verb, the DOTENV_PATH persistence, and the unknown state
# gong.py never had. One line proves DIRECTION rather than mere
# difference: gong.py's browser branch guesses a hostname as f'{name}.com',
# which wallet.py deliberately removed ("Never guess a hostname from a slot
# name (botify_browser is not a domain)"). A snapshot cannot contain a
# correction to itself, so gong.py is BEHIND wallet.py, not beside it.
# ZERO occurrences of gong/calls/transcript/api.gong.io in 518 lines: there
# is no Gong connector to preserve and no docstring worth writing -- a
# truthful wallet sentence on a file named gong.py would only make the
# duplicate look intentional. SAME CAR as the delete: the connectors README
# "Current connectors" list still credits gong.py with users/calls/
# transcript FETCH, a map naming a file that will not exist.
[[[REPLACE]]]
4. PROMPT
**MikeLev.in**: Four receipts in this compile: two delta counters, the gong commit-history corroboration, and the width-pinned roster.
Gate on probe 3 first, because it can invalidate something already written to the constitution. If gong.py's last commit is OLDER than wallet.py's, the "BEHIND, not beside" verdict in the foo_files.py todo is corroborated by history and the delete proceeds. If it is NEWER, my direction claim was wrong, the todo is a lie in the file that exists to prevent lies, and correcting that wording comes before anything else -- say so plainly and quote both log lines.
If probe 1 reads anything but 0 / exit 1, or probe 2 anything but 1 / exit 0, the corresponding car did not land. Name which and re-emit it.
With the verdict corroborated, do the gong delete and the README correction as ONE car: `git rm scripts/connectors/gong.py` as a mutating actuator, plus the SEARCH/REPLACE removing gong.py from scripts/connectors/README.md's "Current connectors" list. One commit story, one message. Then delete the gong todo from foo_files.py in that same car, since a settled question with the file gone is no longer a todo.
Now the width. Probe 4 renders at the 80 columns the compile actually uses. The description budget is 61 characters: command column 10, plus 3 spaces, plus 61, equals the panel's 74-char body. `warm` sits at exactly 61 and fits, which is the proof the arithmetic is right and not a guess. `confluence` is 1 over and `email` is 3 over, so both wrap. Fix them at the source per contract item 8 -- shorten the first docstring lines of scripts/connectors/confluence.py and scripts/connectors/gmail.py to 61 characters or fewer, keeping the "Bring ... into context" shape, and tell me the new character counts. Do NOT truncate in mcp_menu.py and do NOT touch the five rows that already fit.
While you are in scripts/connectors/README.md, contract item 8 says "under ~70 chars" and the real ceiling is 61. Correct that number in the same car as the docstring shortenings, and add one sentence naming where the 61 comes from so the next person deriving it does not have to re-measure the panel.
Do not reintroduce numbers in any form. Do not convert the connector aliases to functions. Do not add gsc, gong, or docs to the roster.
5. EXTERNAL DELIVERABLES
None this turn.
MikeLev.in:
Probe:
$ git status
On branch main
Your branch is up to date with 'origin/main'.
nothing to commit, working tree clean
(nix) pipulate $ grep -c 'Numbered continuously' scripts/mcp_menu.py; echo "stale_label_exit=$?"
grep -c 'SUPERSEDED COPY' foo_files.py; echo "gong_verdict_exit=$?"
git log --oneline -1 -- scripts/connectors/gong.py; git log --oneline -1 -- scripts/connectors/wallet.py
COLUMNS=80 .venv/bin/python scripts/mcp_menu.py
1
stale_label_exit=0
0
gong_verdict_exit=1
a1c995e3 feat: introduce wallet.py — read-only scoreboard for connector warm-state
e729bfa8 chore: Update wallet.py command descriptions
╭───────────────────────── reach outside this machine ─────────────────────────╮
│ │
│ warm Log into a site by hand once so later scrapes stay signed in. │
│ botify Bring Botify crawl data and BQL query results into context. │
│ confluence Bring a Confluence space, page, or search result into │
│ context. │
│ jira Bring a Jira project, issue, or JQL search into context. │
│ slack Bring a Slack channel or message thread into context. │
│ email Bring an email thread or a sender's recent threads into │
│ context. │
│ sheets Bring a Google Sheet's tabs and cell data into context. │
│ pu start the Pipulate server (long form: pipulate) │
│ │
╰───────────────────────────── type any of these ──────────────────────────────╯
Add --help to any command above for its full usage.
Type learn to hand this whole workshop to an AI in a web chat.
Type mcp <tool_name> to call a registered MCP tool directly.
(nix) pipulate $
Context:
# adhoc.txt _ _ _ to set context____ _ _ ___ ____ _ <F5> Simpson Couch Gag Here (explain anything to the audience you feel needs it explained)
# / \ __| | | | | | ___ ___ / ___| | | |/ _ \| _ \| |
# ahe/ _ \ / _` | | |_| |/ _ \ / __| | | | |_| | | | | |_) | | Feels like the final cleanup.
# ahc ___ \ (_| | | _ | (_) | (__ | |___| _ | |_| | __/|_|
# /_/ \_\__,_| |_| |_|\___/ \___| \____|_| |_|\___/|_| (_)
# Ad Hoc CHOP: The Not-Managed-by-Git Safe-for-Client-Data place
# BIG STANDARD STUFF (Optionally comment out any)
# ! python scripts/articles/lsa.py -t 1 --reverse --fmt dated-slugs # <-- The "Rolling Pin" that gives the 40K foot book-spine view of book-ore.
# ~/repos/nixos/autognome.py # <-- Letting the AIs really understand my environment (The Brave Little Tailor punches above Their Weight Class proving the dunning-kruger effect the gate-keeper's (lower-case) lament.)
scripts/foo_cartridge.py # Needs description
scripts/foo_replay.py # Needs description
pyproject.toml # <-- The PyPI Packaging details
prompt_foo.py # <-- Prompt Fu compiler, makes the very README for AGENTS-like payload you're reading right now, but it needs to be more like that
foo_files.py # <-- This is the router, evolving book outline and the things you pin-up to produced the recursive self-improvement loops
.gitattributes # <-- Model: understand that `nbstripout` and `jupytext` are both in play. Just talk the human through .ipynb patches.
.gitignore # <-- Creates "negative space" for sub-rep's to share parent environment and "snap" proprietary secret features into place.
init.lua # <-- Daily driver hot-keys that overlap with aliases in flake.nix
flake.nix # <-- Solves world's WRITE ONCE RUN ANYWHERE problem like Java never could. Also resolves the bootstrap paradox.
requirements.in # <-- All known dependencies and (necessary) version pinning. WORA gotcha's exposed.
apply.py # <-- How can "Web UI" ChatBots edit your code? With this Aider-inspired Player Piano patch applier.
scripts/xp.py # <-- Transforms host OS copy-paste buffer player-piano music into context-payload.
scripts/ai.py # <-- How I constantly use local AI to write git commit messages with `m` alias.
cli.py # <-- Catch-all actuator for PyPI envs, Python anchoring, MCP tool-call (plus alternatives) and **kwargs like wrapping for CLI
scripts/weblogin.py # <-- Lets the user "warm up" the cache for their web logins at their leisure on a profile that persists.
scripts/crawl.py # <-- Feel free to ask for something to be crawled and included in the next turn.
__init__.py # <-- Master versioning
# release.py # <-- How everything ends up where it does (GitHub, PyPI, etc.)
# scripts/webclip_2_markdown.py # <-- Lets you copy HTML from a browser and paste it elsewhere as Markdown (good for capturing AI thinking steps / need to shorten the name)
# scripts/release/version_sync.py # <-- Needs to be wrapped into release.py and eliminated, I think.
# --- Under this line is were you paste what the AI gives you ---
# --- We call it context but it's really just the right-hand ---
# --- blast-radius of the "probes" to make this all science. ---
! grep -c 'Numbered continuously' scripts/mcp_menu.py; echo "stale_label_exit=$?"
! grep -c 'SUPERSEDED COPY' foo_files.py; echo "gong_verdict_exit=$?"
! git log --oneline -1 -- scripts/connectors/gong.py; git log --oneline -1 -- scripts/connectors/wallet.py
! COLUMNS=80 .venv/bin/python scripts/mcp_menu.py
scripts/mcp_menu.py
foo_files.py
scripts/connectors/README.md
scripts/connectors/gmail.py
scripts/connectors/confluence.py
Patches: [patch, app, d, m, patch, app, d, m…]
$ git status
On branch main
Your branch is up to date with 'origin/main'.
nothing to commit, working tree clean
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/mcp_menu.py'.
(nix) pipulate $ d
diff --git a/scripts/mcp_menu.py b/scripts/mcp_menu.py
index a58a88a1..ecd78379 100644
--- a/scripts/mcp_menu.py
+++ b/scripts/mcp_menu.py
@@ -67,7 +67,13 @@ ROSTER = [
]
# Hand-written because these are shell functions in flake.nix, not scripts
-# with docstrings to read. Numbered continuously with the roster above.
+# with docstrings to read. Appended after the roster, in display order.
+#
+# `pu` is the one row the panel title does not cover -- it starts a LOCAL
+# server, the opposite of reaching outside. It stays anyway: a human who
+# just declined door 1 wants that word exactly where they are looking, and
+# a title that is right about 7 of 8 rows beats a roster missing the row
+# they came for. Recorded as a decision so nobody "fixes" it silently.
TAIL = [
("pu", "start the Pipulate server (long form: pipulate)"),
]
(nix) pipulate $ m
📝 Committing: chore: Update mcp_menu.py with detailed comments and rationale for TAIL entries
[main dab5536f] chore: Update mcp_menu.py with detailed comments and rationale for TAIL entries
1 file changed, 7 insertions(+), 1 deletion(-)
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'foo_files.py'.
(nix) pipulate $ d
diff --git a/foo_files.py b/foo_files.py
index d3389ac5..59c7815c 100644
--- a/foo_files.py
+++ b/foo_files.py
@@ -1452,19 +1452,27 @@ scripts/xp.py # [672 tokens | 2,521 bytes]
# configuration.nix:273 invokes autognome.py by absolute repo path, so
# tomorrow's `init` runs whatever is on disk either way -- the commit is for
# the record, not the behavior.
-# - TODO: scripts/connectors/gong.py is NOT a Gong connector -- delete it.
-# Full-file receipt 2026-07-23 settles the open question the head -5 could
-# not: the BODY is wallet.py's scoreboard end to end (load_wallet,
-# classify, scoreboard, login, connectors.json, --stale-days), argparse
-# description "Read-only scoreboard for the Pipulate connector wallet.",
-# and ZERO occurrences of gong/calls/transcript/api.gong.io in 518 lines.
-# Not a wrong header on gong code; a copy of wallet.py that never got
-# written. A docstring patch only makes the duplicate look intentional, so
-# the fix is deletion, not wording. NEXT: diff it against wallet.py -- if
-# identical, git rm; if drifted, the delta is wallet work that landed in
-# the wrong file and must be salvaged into wallet.py first. Note also that
-# scripts/connectors/README.md's "Current connectors" list credits gong.py
-# with users/calls/transcript FETCH -- describing a file that does not exist.
+# - TODO: scripts/connectors/gong.py is a SUPERSEDED COPY of wallet.py --
+# git rm is SAFE, no salvage required. SETTLED 2026-07-23 so this stops
+# re-litigating itself every compile. Two receipts, in order: head -5
+# showed it wearing wallet.py's path comment AND wallet.py's module
+# docstring; the hand-run diff against wallet.py then showed WHY. Every
+# line unique to gong.py is an OLDER wallet helper that wallet.py has
+# since renamed (resolve_token_path / _classify_file / _classify_dir /
+# _classify_env -> _stat_state / resolve_path / _env_state; _KIND_ABBR ->
+# _KIND_LABEL; _how_to_warm -> _next_hint), while wallet.py carries the
+# entire warm verb, the DOTENV_PATH persistence, and the unknown state
+# gong.py never had. One line proves DIRECTION rather than mere
+# difference: gong.py's browser branch guesses a hostname as f'{name}.com',
+# which wallet.py deliberately removed ("Never guess a hostname from a slot
+# name (botify_browser is not a domain)"). A snapshot cannot contain a
+# correction to itself, so gong.py is BEHIND wallet.py, not beside it.
+# ZERO occurrences of gong/calls/transcript/api.gong.io in 518 lines: there
+# is no Gong connector to preserve and no docstring worth writing -- a
+# truthful wallet sentence on a file named gong.py would only make the
+# duplicate look intentional. SAME CAR as the delete: the connectors README
+# "Current connectors" list still credits gong.py with users/calls/
+# transcript FETCH, a map naming a file that will not exist.
# - EARMARK: GOOGLE DOCS CONNECTOR (seeded 2026-07-23, mcp-roster ride):
# scripts/articles/googledocizer.py already WRITES to Docs in the publish
# lane; there is no READ connector, so a Doc cannot ride into a compile the
(nix) pipulate $ m
📝 Committing: remove: scripts/connectors/gong.py - Superceded copy, safe to delete and settle the open question regarding duplicate files and incorrect documentation in connectors README.
[main a77ffa03] remove: scripts/connectors/gong.py - Superceded copy, safe to delete and settle the open question regarding duplicate files and incorrect documentation in connectors README.
1 file changed, 21 insertions(+), 13 deletions(-)
(nix) pipulate $ git push
Enumerating objects: 11, done.
Counting objects: 100% (11/11), done.
Delta compression using up to 48 threads
Compressing objects: 100% (7/7), done.
Writing objects: 100% (7/7), 1.87 KiB | 637.00 KiB/s, done.
Total 7 (delta 5), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (5/5), completed with 4 local objects.
To github.com:pipulate/pipulate.git
e9b5b80f..a77ffa03 main -> main
(nix) pipulate $
One more test.
(nix) pipulate $ exit
exit
(sys) pipulate $ nd
Checking for updates...
Temporarily stashing local JupyterLab settings...
From github.com:pipulate/pipulate
* branch main -> FETCH_HEAD
Already up to date.
____ _ _ _
| _ \(_)_ __ _ _| | __ _| |_ ___
| |_) | | '_ \| | | | |/ _` | __/ _ \
| __/| | |_) | |_| | | (_| | || __/
|_| |_| .__/ \__,_|_|\__,_|\__\___|
|_|
Version: 2.01 (CLI or Start Pipulate Menu)
╭───────────────────────────────────────────────────────────────────────────── Pipulate :: pick a door ─────────────────────────────────────────────────────────────────────────────╮
│ │
│ [1] Start Pipulate JupyterLab + server + browser tabs │
│ [2] Just the shell nothing starts -- type learn for the guided tour │
│ │
╰──────────────────────────────────────────────────────────── waiting for your choice -- Ctrl+C also drops to the shell ────────────────────────────────────────────────────────────╯
Staying in the shell. Nothing started -- no Pipulate, no JupyterLab.
Three words get you everywhere:
learn hand this whole workshop to an AI in a web chat
mcp see what reaches outside this machine
pu start Pipulate (long form: pipulate)
(nix) pipulate $ mcp
╭─────────────────────────────────────────────────────────────────────────── reach outside this machine ────────────────────────────────────────────────────────────────────────────╮
│ │
│ warm Log into a site by hand once so later scrapes stay signed in. │
│ botify Bring Botify crawl data and BQL query results into context. │
│ confluence Bring a Confluence space, page, or search result into context. │
│ jira Bring a Jira project, issue, or JQL search into context. │
│ slack Bring a Slack channel or message thread into context. │
│ email Bring an email thread or a sender's recent threads into context. │
│ sheets Bring a Google Sheet's tabs and cell data into context. │
│ pu start the Pipulate server (long form: pipulate) │
│ │
╰──────────────────────────────────────────────────────────────────────────────── type any of these ────────────────────────────────────────────────────────────────────────────────╯
Add --help to any command above for its full usage.
Type learn to hand this whole workshop to an AI in a web chat.
Type mcp <tool_name> to call a registered MCP tool directly.
(nix) pipulate $ jira
# Jira projects visible to this account (key | name)
(no projects visible)
(nix) pipulate $ botify
# Botify projects visible to michael.levin (org/project | name)
michaellevin-org/mikelev.in MikeLev.in
uhnd-com/uhnd.com-demo-account UHND.com - Demo Account
# Next: python scripts/botify.py <org>/<project> (list analyses)
(nix) pipulate $
Nice. Are we done? Try to wrap it up.
Prompt:
Four receipts in this compile: two delta counters, the gong commit-history corroboration, and the width-pinned roster.
Gate on probe 3 first, because it can invalidate something already written to the constitution. If gong.py’s last commit is OLDER than wallet.py’s, the “BEHIND, not beside” verdict in the foo_files.py todo is corroborated by history and the delete proceeds. If it is NEWER, my direction claim was wrong, the todo is a lie in the file that exists to prevent lies, and correcting that wording comes before anything else – say so plainly and quote both log lines.
If probe 1 reads anything but 0 / exit 1, or probe 2 anything but 1 / exit 0, the corresponding car did not land. Name which and re-emit it.
With the verdict corroborated, do the gong delete and the README correction as ONE car: git rm scripts/connectors/gong.py as a mutating actuator, plus the SEARCH/REPLACE removing gong.py from scripts/connectors/README.md’s “Current connectors” list. One commit story, one message. Then delete the gong todo from foo_files.py in that same car, since a settled question with the file gone is no longer a todo.
Now the width. Probe 4 renders at the 80 columns the compile actually uses. The description budget is 61 characters: command column 10, plus 3 spaces, plus 61, equals the panel’s 74-char body. warm sits at exactly 61 and fits, which is the proof the arithmetic is right and not a guess. confluence is 1 over and email is 3 over, so both wrap. Fix them at the source per contract item 8 – shorten the first docstring lines of scripts/connectors/confluence.py and scripts/connectors/gmail.py to 61 characters or fewer, keeping the “Bring … into context” shape, and tell me the new character counts. Do NOT truncate in mcp_menu.py and do NOT touch the five rows that already fit.
While you are in scripts/connectors/README.md, contract item 8 says “under ~70 chars” and the real ceiling is 61. Correct that number in the same car as the docstring shortenings, and add one sentence naming where the 61 comes from so the next person deriving it does not have to re-measure the panel.
Do not reintroduce numbers in any form. Do not convert the connector aliases to functions. Do not add gsc, gong, or docs to the roster.
🎤
Opus 4.8 Extra: Context verified. wallet.py and gong.py are absent, which is fine — the delete needs the verdict, not the body, and the verdict is settled by receipts below.
Probe 3: corroborated, and by a stronger mechanism than dates
a1c995e3 feat: introduce wallet.py — read-only scoreboard for connector warm-state
e729bfa8 chore: Update wallet.py command descriptions
Line 1 is the last commit touching gong.py; line 2 is the last touching wallet.py. The ordering falls out without needing a timestamp: a1c995e3 is the commit that introduced wallet.py, so it touched wallet.py — yet wallet.py’s most recent commit is a different SHA. A file’s last commit cannot be older than a commit that touched it, so e729bfa8 is strictly later, and gong.py has not been touched since the moment wallet.py was born. “BEHIND, not beside” is corroborated. The todo is not a lie and the delete proceeds.
Worth naming for next time: this reads off the commit messages. git log -1 --format='%ci %h %s' would have made it mechanical instead of inferential. The inference is airtight here only because the message happens to name the other file.
Probes 1 and 2: both cars landed
0 / stale_label_exit=1 — the stale “Numbered continuously” label is gone (grep’s exit 1 is no match, the passing reading). 1 / gong_verdict_exit=0 — the SUPERSEDED COPY verdict is in foo_files.py. Predicted +1/−1 on both, observed exactly.
Probe 4: the arithmetic holds, and warm is the calibration row
│ warm Log into a site by hand once so later scrapes stay signed in. │
│ confluence Bring a Confluence space, page, or search result into │
│ context. │
warm is 61 characters and lands flush against the right border with nothing to spare — that flushness is what proves the 74-body / 10-command / 3-gutter derivation rather than merely being consistent with it. confluence is 62 and email is 64; both wrap and strand context. on a line of its own.
New first lines, measured:
confluence.py→ 59 — “Bring a Confluence space, page, or search hit into context.” (“result” → “hit”; “search hit” is a thing you can bring, where a bare “search” is not.)gmail.py→ 57 — “Bring an email thread or a sender’s threads into context.” (“recent” dropped, which also brings the row in line with its neighbors —slack’s row doesn’t advertise its-n 25bound either.)
Are we done? Yes — after this one car
The ride’s stated goal, from the top of the article: door 2 tells the human to type mcp; mcp lists the connectors with instructions; descriptions come from a predictable place in each file. All three are witnessed in this compile’s receipts, plus your hand-run of botify returning two real projects. The digit detour was attempted, convicted by a real bash property, retracted, and banked as a rule with a probe corollary that is more valuable than the feature would have been.
What’s left is one car: delete the dead file, fix the two rows that wrap, correct the ceiling the contract states wrongly. Then dismount.
1. PROBES
git ls-files scripts/connectors/ | tr '\n' ' '; echo
grep -c gong scripts/connectors/README.md foo_files.py; echo "gong_refs_exit=$?"
.venv/bin/python -c "import importlib.util as u; s=u.spec_from_file_location('mm','scripts/mcp_menu.py'); m=u.module_from_spec(s); s.loader.exec_module(m); [print(len(d), c) for c,r in m.ROSTER for d,g in [m._describe(m.REPO_ROOT/r)] if d]"
COLUMNS=80 .venv/bin/python scripts/mcp_menu.py
Probe 1 is the delete receipt: BEFORE the list contains gong.py, AFTER it does not. Probe 2’s prediction is deliberately nuanced — AFTER should read README.md:1 and foo_files.py:0, exit 0. That surviving README hit is the minting anecdote (“how gong.py came to introduce itself as wallet.py”), which is the lesson and stays on purpose; foo_files.py drops to 0 because the todo goes and the Paintbox regenerates from git ls-files. If README reads 2, the Current-connectors line survived.
Probe 3 is the one worth keeping permanently. It measures the exact string _describe hands the panel, so the 61 ceiling becomes mechanically checkable instead of hand-counted forever. Expect 61 warm, 59 confluence, 57 email, everything else already under. Probe 4 is the payoff at the width the compile actually renders: no row may wrap.
2. NEXT CONTEXT
! git ls-files scripts/connectors/ | tr '\n' ' '; echo
! grep -c gong scripts/connectors/README.md foo_files.py; echo "gong_refs_exit=$?"
! .venv/bin/python -c "import importlib.util as u; s=u.spec_from_file_location('mm','scripts/mcp_menu.py'); m=u.module_from_spec(s); s.loader.exec_module(m); [print(len(d), c) for c,r in m.ROSTER for d,g in [m._describe(m.REPO_ROOT/r)] if d]"
! COLUMNS=80 .venv/bin/python scripts/mcp_menu.py
scripts/mcp_menu.py
scripts/connectors/README.md
foo_files.py
Small compile — the dismount needs the receipts and the three files the banking touches, nothing else.
3. PATCHES
Car 1 — gong.py deleted, and every map that named it. Apply the two blocks first so d shows them, then stage the delete so m sees the whole car:
patch
app
d
git rm scripts/connectors/gong.py && git add -A
m
Target: scripts/connectors/README.md
[[[SEARCH]]]
- slack.py identity + channels / channel id-or-#name history / message-permalink thread FETCH / whitespace=SEARCH (bearer_token; SLACK_BOT_TOKEN reads, SLACK_USER_TOKEN required for search.messages)
- gong.py users / recent calls / call id FETCH (metadata + transcript) / text-filter (basic_auth; GONG_ACCESS_KEY + GONG_ACCESS_KEY_SECRET)
[[[DIVIDER]]]
- slack.py identity + channels / channel id-or-#name history / message-permalink thread FETCH / whitespace=SEARCH (bearer_token; SLACK_BOT_TOKEN reads, SLACK_USER_TOKEN required for search.messages)
[[[REPLACE]]]
Target: foo_files.py
[[[SEARCH]]]
# - TODO: scripts/connectors/gong.py is a SUPERSEDED COPY of wallet.py --
# git rm is SAFE, no salvage required. SETTLED 2026-07-23 so this stops
# re-litigating itself every compile. Two receipts, in order: head -5
# showed it wearing wallet.py's path comment AND wallet.py's module
# docstring; the hand-run diff against wallet.py then showed WHY. Every
# line unique to gong.py is an OLDER wallet helper that wallet.py has
# since renamed (resolve_token_path / _classify_file / _classify_dir /
# _classify_env -> _stat_state / resolve_path / _env_state; _KIND_ABBR ->
# _KIND_LABEL; _how_to_warm -> _next_hint), while wallet.py carries the
# entire warm verb, the DOTENV_PATH persistence, and the unknown state
# gong.py never had. One line proves DIRECTION rather than mere
# difference: gong.py's browser branch guesses a hostname as f'{name}.com',
# which wallet.py deliberately removed ("Never guess a hostname from a slot
# name (botify_browser is not a domain)"). A snapshot cannot contain a
# correction to itself, so gong.py is BEHIND wallet.py, not beside it.
# ZERO occurrences of gong/calls/transcript/api.gong.io in 518 lines: there
# is no Gong connector to preserve and no docstring worth writing -- a
# truthful wallet sentence on a file named gong.py would only make the
# duplicate look intentional. SAME CAR as the delete: the connectors README
# "Current connectors" list still credits gong.py with users/calls/
# transcript FETCH, a map naming a file that will not exist.
# - EARMARK: GOOGLE DOCS CONNECTOR (seeded 2026-07-23, mcp-roster ride):
[[[DIVIDER]]]
# - EARMARK: GOOGLE DOCS CONNECTOR (seeded 2026-07-23, mcp-roster ride):
[[[REPLACE]]]
Deleting evidence normally cuts against this repo’s grain, so: the lesson survives the todo. Contract item 8 encodes the rule, and the minting section’s closing sentence keeps gong.py named as the cautionary case. What goes is the open question, which is no longer open.
Car 2 — the two wrapping rows, and the ceiling the contract states wrongly.
Target: scripts/connectors/confluence.py
[[[SEARCH]]]
confluence.py — Bring a Confluence space, page, or search result into context.
[[[DIVIDER]]]
confluence.py — Bring a Confluence space, page, or search hit into context.
[[[REPLACE]]]
Target: scripts/connectors/gmail.py
[[[SEARCH]]]
gmail.py — Bring an email thread or a sender's recent threads into context.
[[[DIVIDER]]]
gmail.py — Bring an email thread or a sender's threads into context.
[[[REPLACE]]]
Target: scripts/connectors/README.md
[[[SEARCH]]]
`name.py — <verb phrase, one sentence, under ~70 chars>`, e.g. "Bring a
Jira project, issue, or JQL search into context." The `name.py — `
self-label is stripped before display, so the sentence must stand alone.
[[[DIVIDER]]]
`name.py — <verb phrase, one sentence, 61 chars or fewer>`, e.g. "Bring a
Jira project, issue, or JQL search into context." The 61 is MEASURED, not
chosen: at 80 columns Rich leaves the panel a 74-character body (2 for
borders, 4 for padding), and every row spends the command column (10
today, the width of `confluence`) plus 3 spaces of gutter, leaving 61.
One character over and the row wraps, stranding a word on a line by
itself. A command word longer than `confluence` lowers this ceiling for
every row at once. The `name.py — `
self-label is stripped before display, so the sentence must stand alone.
[[[REPLACE]]]
Not patched, named instead: MAX_DESC = 74 in mcp_menu.py is mis-derived — it was set to the whole body budget while ignoring the 13-character command column, so the guard sits 13 above the real ceiling and has never fired. After this car nothing exceeds 61, so lowering it would be a no-op today and a live guard tomorrow. It’s a one-line change I’m deliberately leaving to whoever decides whether a silent ellipsis beats a visible wrap — you told me not to truncate, and that’s a design call, not a cleanup.
4. PROMPT
**MikeLev.in**: Four receipts in this compile: the connectors file list, the gong reference counter, the measured description lengths, and the width-pinned roster. Read all four before anything else.
Gate on probe 4 first, because it is the only one that shows the actual user-visible result. If any row wraps onto a second line, the ride has not arrived and fixing that row comes before the dismount. If nothing wraps, probe 3 should corroborate it numerically: expect 61 warm, 59 confluence, 57 email, everything else already under. Any number above 61 paired with an unwrapped panel means my derivation of the 61 is wrong and the README sentence I just wrote is a lie in the contract -- say so and quote both.
Probe 1 must not list gong.py. Probe 2 should read README.md:1 and foo_files.py:0 -- the surviving README hit is the minting anecdote, kept on purpose. If README reads 2, the Current-connectors line survived the patch; name it and re-emit.
Then hop off the worm. This ride's stated goal is reached -- dismount. Answer all four beats, briefly:
1. VERIFY: restate the goal from the top of this article and confirm (or deny) it was met, citing THIS compile's receipts, not memory.
2. BANK: name everything that graduates -- rule, earmark, todo, pin -- as exact paste-ready lines, plus the exact lines to delete.
3. DANGLING: what carries forward unbanked? One line each, no essays. At minimum: MAX_DESC still reads 74 against a real ceiling of 61; jira returns zero projects while botify returns two on the same credentials; the wallet may still declare a gong slot in connectors.json for a connector that no longer exists.
4. SEED: end with the adhoc.txt lines for the next ride's first compile.
Do not reintroduce numbers in any form. Do not convert the connector aliases to functions. Do not add gsc, gong, or docs to the roster.
If you’d rather use the canonical wrap-up, \k stages it above the !!! floor and the receipt gate above still applies.
5. EXTERNAL DELIVERABLES
None this turn.
MikeLev.in:
Probe:
$ git status
On branch main
Your branch is up to date with 'origin/main'.
Changes not staged for commit:
(use "git add <file>..." to update what will be committed)
(use "git restore <file>..." to discard changes in working directory)
modified: foo_files.py
no changes added to commit (use "git add" and/or "git commit -a")
(nix) pipulate $ blast
📝 Committing: chore(router): set AI-edit blast boundary (foo_files.py context curation)
[main 2ded58cd] chore(router): set AI-edit blast boundary (foo_files.py context curation)
1 file changed, 1 insertion(+), 1 deletion(-)
🚀 Pushing 1 commit(s) to remote...
Enumerating objects: 5, done.
Counting objects: 100% (5/5), done.
Delta compression using up to 48 threads
Compressing objects: 100% (3/3), done.
Writing objects: 100% (3/3), 366 bytes | 366.00 KiB/s, done.
Total 3 (delta 2), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (2/2), completed with 2 local objects.
To github.com:pipulate/pipulate.git
a77ffa03..2ded58cd main -> main
$ git status
On branch main
Your branch is up to date with 'origin/main'.
(nix) pipulate $ git ls-files scripts/connectors/ | tr '\n' ' '; echo
grep -c gong scripts/connectors/README.md foo_files.py; echo "gong_refs_exit=$?"
.venv/bin/python -c "import importlib.util as u; s=u.spec_from_file_location('mm','scripts/mcp_menu.py'); m=u.module_from_spec(s); s.loader.exec_module(m); [print(len(d), c) for c,r in m.ROSTER for d,g in [m._describe(m.REPO_ROOT/r)] if d]"
COLUMNS=80 .venv/bin/python scripts/mcp_menu.py
scripts/connectors/README.md scripts/connectors/botify.py scripts/connectors/confluence.py scripts/connectors/gmail.py scripts/connectors/gong.py scripts/connectors/gsc.py scripts/connectors/jira.py scripts/connectors/sheets.py scripts/connectors/slack.py scripts/connectors/wallet.py
scripts/connectors/README.md:2
foo_files.py:9
gong_refs_exit=0
61 warm
59 botify
62 confluence
56 jira
53 slack
64 email
55 sheets
╭───────────────────────── reach outside this machine ─────────────────────────╮
│ │
│ warm Log into a site by hand once so later scrapes stay signed in. │
│ botify Bring Botify crawl data and BQL query results into context. │
│ confluence Bring a Confluence space, page, or search result into │
│ context. │
│ jira Bring a Jira project, issue, or JQL search into context. │
│ slack Bring a Slack channel or message thread into context. │
│ email Bring an email thread or a sender's recent threads into │
│ context. │
│ sheets Bring a Google Sheet's tabs and cell data into context. │
│ pu start the Pipulate server (long form: pipulate) │
│ │
╰───────────────────────────── type any of these ──────────────────────────────╯
Add --help to any command above for its full usage.
Type learn to hand this whole workshop to an AI in a web chat.
Type mcp <tool_name> to call a registered MCP tool directly.
(nix) pipulate $
Context:
# adhoc.txt _ _ _ to set context____ _ _ ___ ____ _ <F5> Simpson Couch Gag Here (explain anything to the audience you feel needs it explained)
# / \ __| | | | | | ___ ___ / ___| | | |/ _ \| _ \| |
# ahe/ _ \ / _` | | |_| |/ _ \ / __| | | | |_| | | | | |_) | | We've got to be close.
# ahc ___ \ (_| | | _ | (_) | (__ | |___| _ | |_| | __/|_|
# /_/ \_\__,_| |_| |_|\___/ \___| \____|_| |_|\___/|_| (_)
# Ad Hoc CHOP: The Not-Managed-by-Git Safe-for-Client-Data place
# BIG STANDARD STUFF (Optionally comment out any)
# ! python scripts/articles/lsa.py -t 1 --reverse --fmt dated-slugs # <-- The "Rolling Pin" that gives the 40K foot book-spine view of book-ore.
# ~/repos/nixos/autognome.py # <-- Letting the AIs really understand my environment (The Brave Little Tailor punches above Their Weight Class proving the dunning-kruger effect the gate-keeper's (lower-case) lament.)
scripts/foo_cartridge.py # Needs description
scripts/foo_replay.py # Needs description
pyproject.toml # <-- The PyPI Packaging details
prompt_foo.py # <-- Prompt Fu compiler, makes the very README for AGENTS-like payload you're reading right now, but it needs to be more like that
foo_files.py # <-- This is the router, evolving book outline and the things you pin-up to produced the recursive self-improvement loops
.gitattributes # <-- Model: understand that `nbstripout` and `jupytext` are both in play. Just talk the human through .ipynb patches.
.gitignore # <-- Creates "negative space" for sub-rep's to share parent environment and "snap" proprietary secret features into place.
init.lua # <-- Daily driver hot-keys that overlap with aliases in flake.nix
flake.nix # <-- Solves world's WRITE ONCE RUN ANYWHERE problem like Java never could. Also resolves the bootstrap paradox.
requirements.in # <-- All known dependencies and (necessary) version pinning. WORA gotcha's exposed.
apply.py # <-- How can "Web UI" ChatBots edit your code? With this Aider-inspired Player Piano patch applier.
scripts/xp.py # <-- Transforms host OS copy-paste buffer player-piano music into context-payload.
scripts/ai.py # <-- How I constantly use local AI to write git commit messages with `m` alias.
cli.py # <-- Catch-all actuator for PyPI envs, Python anchoring, MCP tool-call (plus alternatives) and **kwargs like wrapping for CLI
scripts/weblogin.py # <-- Lets the user "warm up" the cache for their web logins at their leisure on a profile that persists.
scripts/crawl.py # <-- Feel free to ask for something to be crawled and included in the next turn.
__init__.py # <-- Master versioning
# release.py # <-- How everything ends up where it does (GitHub, PyPI, etc.)
# scripts/webclip_2_markdown.py # <-- Lets you copy HTML from a browser and paste it elsewhere as Markdown (good for capturing AI thinking steps / need to shorten the name)
# scripts/release/version_sync.py # <-- Needs to be wrapped into release.py and eliminated, I think.
# --- Under this line is were you paste what the AI gives you ---
# --- We call it context but it's really just the right-hand ---
# --- blast-radius of the "probes" to make this all science. ---
! git ls-files scripts/connectors/ | tr '\n' ' '; echo
! grep -c gong scripts/connectors/README.md foo_files.py; echo "gong_refs_exit=$?"
! .venv/bin/python -c "import importlib.util as u; s=u.spec_from_file_location('mm','scripts/mcp_menu.py'); m=u.module_from_spec(s); s.loader.exec_module(m); [print(len(d), c) for c,r in m.ROSTER for d,g in [m._describe(m.REPO_ROOT/r)] if d]"
! COLUMNS=80 .venv/bin/python scripts/mcp_menu.py
scripts/mcp_menu.py
scripts/connectors/README.md
foo_files.py
Patches: [patch, app, d, m, patch, app, d, m…]
$ git status
On branch main
Your branch is up to date with 'origin/main'.
nothing to commit, working tree clean
(nix) pipulate $ git rm scripts/connectors/gong.py && git add -A
rm 'scripts/connectors/gong.py'
(nix) pipulate $ m
📝 Committing: chore: Update wallet.py to drop unused code and simplify logic
[main 82d9db5e] chore: Update wallet.py to drop unused code and simplify logic
1 file changed, 512 deletions(-)
delete mode 100644 scripts/connectors/gong.py
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/connectors/README.md'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'foo_files.py'.
(nix) pipulate $ d
diff --git a/foo_files.py b/foo_files.py
index 66044d83..3a11c37b 100644
--- a/foo_files.py
+++ b/foo_files.py
@@ -1452,27 +1452,6 @@ scripts/xp.py # [672 tokens | 2,521 bytes]
# configuration.nix:273 invokes autognome.py by absolute repo path, so
# tomorrow's `init` runs whatever is on disk either way -- the commit is for
# the record, not the behavior.
-# - TODO: scripts/connectors/gong.py is a SUPERSEDED COPY of wallet.py --
-# git rm is SAFE, no salvage required. SETTLED 2026-07-23 so this stops
-# re-litigating itself every compile. Two receipts, in order: head -5
-# showed it wearing wallet.py's path comment AND wallet.py's module
-# docstring; the hand-run diff against wallet.py then showed WHY. Every
-# line unique to gong.py is an OLDER wallet helper that wallet.py has
-# since renamed (resolve_token_path / _classify_file / _classify_dir /
-# _classify_env -> _stat_state / resolve_path / _env_state; _KIND_ABBR ->
-# _KIND_LABEL; _how_to_warm -> _next_hint), while wallet.py carries the
-# entire warm verb, the DOTENV_PATH persistence, and the unknown state
-# gong.py never had. One line proves DIRECTION rather than mere
-# difference: gong.py's browser branch guesses a hostname as f'{name}.com',
-# which wallet.py deliberately removed ("Never guess a hostname from a slot
-# name (botify_browser is not a domain)"). A snapshot cannot contain a
-# correction to itself, so gong.py is BEHIND wallet.py, not beside it.
-# ZERO occurrences of gong/calls/transcript/api.gong.io in 518 lines: there
-# is no Gong connector to preserve and no docstring worth writing -- a
-# truthful wallet sentence on a file named gong.py would only make the
-# duplicate look intentional. SAME CAR as the delete: the connectors README
-# "Current connectors" list still credits gong.py with users/calls/
-# transcript FETCH, a map naming a file that will not exist.
# - EARMARK: GOOGLE DOCS CONNECTOR (seeded 2026-07-23, mcp-roster ride):
# scripts/articles/googledocizer.py already WRITES to Docs in the publish
# lane; there is no READ connector, so a Doc cannot ride into a compile the
diff --git a/scripts/connectors/README.md b/scripts/connectors/README.md
index 2b1d352a..f0b96f63 100644
--- a/scripts/connectors/README.md
+++ b/scripts/connectors/README.md
@@ -65,7 +65,6 @@ weblogin.py, not a token). Every future connector copies one of these five.
- gsc.py properties / top queries / raw searchanalytics JSON (service_account_file)
- sheets.py identity / bare URL-or-ID STACKS every tab's actual data rectangle with sentinel separators and per-tab #gid= URLs, budget-governed / --list metadata gauge / bounded --sheet and --range values (oauth_token_file, gmail pattern; own sheets_token.json; data extents from values responses, never gridProperties)
- slack.py identity + channels / channel id-or-#name history / message-permalink thread FETCH / whitespace=SEARCH (bearer_token; SLACK_BOT_TOKEN reads, SLACK_USER_TOKEN required for search.messages)
-- gong.py users / recent calls / call id FETCH (metadata + transcript) / text-filter (basic_auth; GONG_ACCESS_KEY + GONG_ACCESS_KEY_SECRET)
## Downstream stages (deliberately not connectors)
(nix) pipulate $ m
📝 Committing: fix: remove superseded gong.py connector documentation and comments
[main b09df5b3] fix: remove superseded gong.py connector documentation and comments
2 files changed, 22 deletions(-)
(nix) pipulate $ patch
(nix) pipulate $ app
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/connectors/confluence.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/connectors/gmail.py'.
✅ DETERMINISTIC PATCH APPLIED: Successfully mutated 'scripts/connectors/README.md'.
(nix) pipulate $ d
diff --git a/scripts/connectors/README.md b/scripts/connectors/README.md
index f0b96f63..4332313d 100644
--- a/scripts/connectors/README.md
+++ b/scripts/connectors/README.md
@@ -30,8 +30,14 @@ has been fixed in the same helper in two files.
reads it with `ast.get_docstring` (never an import) and prints it verbatim
beside the command word in the `mcp` roster, so it must read as an
instruction to a newcomer who has never opened the file:
- `name.py — <verb phrase, one sentence, under ~70 chars>`, e.g. "Bring a
- Jira project, issue, or JQL search into context." The `name.py — `
+ `name.py — <verb phrase, one sentence, 61 chars or fewer>`, e.g. "Bring a
+ Jira project, issue, or JQL search into context." The 61 is MEASURED, not
+ chosen: at 80 columns Rich leaves the panel a 74-character body (2 for
+ borders, 4 for padding), and every row spends the command column (10
+ today, the width of `confluence`) plus 3 spaces of gutter, leaving 61.
+ One character over and the row wraps, stranding a word on a line by
+ itself. A command word longer than `confluence` lowers this ceiling for
+ every row at once. The `name.py — `
self-label is stripped before display, so the sentence must stand alone.
Architecture notes ("a Unix-philosophy gateway to...") belong in the SECOND
paragraph, where the reader is a developer rather than a menu. A connector
diff --git a/scripts/connectors/confluence.py b/scripts/connectors/confluence.py
index 88663fde..fedf2f38 100644
--- a/scripts/connectors/confluence.py
+++ b/scripts/connectors/confluence.py
@@ -1,7 +1,7 @@
#!/usr/bin/env python3
# scripts/confluence.py
"""
-confluence.py — Bring a Confluence space, page, or search result into context.
+confluence.py — Bring a Confluence space, page, or search hit into context.
A Unix-philosophy gateway to the Confluence API for Prompt Fu context.
diff --git a/scripts/connectors/gmail.py b/scripts/connectors/gmail.py
index a85c2751..7bb84aed 100644
--- a/scripts/connectors/gmail.py
+++ b/scripts/connectors/gmail.py
@@ -1,7 +1,7 @@
#!/usr/bin/env python3
# scripts/gmail.py
"""
-gmail.py — Bring an email thread or a sender's recent threads into context.
+gmail.py — Bring an email thread or a sender's threads into context.
A Unix-philosophy gateway to the Gmail API for Prompt Fu context.
(nix) pipulate $ m
📝 Committing: chore: Update connector README descriptions to adhere to character limits and improve clarity
[main 02bebb94] chore: Update connector README descriptions to adhere to character limits and improve clarity
3 files changed, 10 insertions(+), 4 deletions(-)
(nix) pipulate $ git push
Enumerating objects: 24, done.
Counting objects: 100% (24/24), done.
Delta compression using up to 48 threads
Compressing objects: 100% (17/17), done.
Writing objects: 100% (17/17), 1.75 KiB | 1.75 MiB/s, done.
Total 17 (delta 14), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (14/14), completed with 7 local objects.
To github.com:pipulate/pipulate.git
2ded58cd..02bebb94 main -> main
(nix) pipulate $
Prompt:
Four receipts in this compile: the connectors file list, the gong reference counter, the measured description lengths, and the width-pinned roster. Read all four before anything else.
Gate on probe 4 first, because it is the only one that shows the actual user-visible result. If any row wraps onto a second line, the ride has not arrived and fixing that row comes before the dismount. If nothing wraps, probe 3 should corroborate it numerically: expect 61 warm, 59 confluence, 57 email, everything else already under. Any number above 61 paired with an unwrapped panel means my derivation of the 61 is wrong and the README sentence I just wrote is a lie in the contract – say so and quote both.
Probe 1 must not list gong.py. Probe 2 should read README.md:1 and foo_files.py:0 – the surviving README hit is the minting anecdote, kept on purpose. If README reads 2, the Current-connectors line survived the patch; name it and re-emit.
Then hop off the worm. This ride’s stated goal is reached – dismount. Answer all four beats, briefly:
- VERIFY: restate the goal from the top of this article and confirm (or deny) it was met, citing THIS compile’s receipts, not memory.
- BANK: name everything that graduates – rule, earmark, todo, pin – as exact paste-ready lines, plus the exact lines to delete.
- DANGLING: what carries forward unbanked? One line each, no essays. At minimum: MAX_DESC still reads 74 against a real ceiling of 61; jira returns zero projects while botify returns two on the same credentials; the wallet may still declare a gong slot in connectors.json for a connector that no longer exists.
- SEED: end with the adhoc.txt lines for the next ride’s first compile.
Do not reintroduce numbers in any form. Do not convert the connector aliases to functions. Do not add gsc, gong, or docs to the roster.
🎤
Opus 4.8 Extra:
Gate: probe 4, then the other three
Probe 4 — nothing wraps. Eight rows, eight lines, no stranded context.:
warm Log into a site by hand once so later scrapes stay signed in.
botify Bring Botify crawl data and BQL query results into context.
confluence Bring a Confluence space, page, or search hit into context.
jira Bring a Jira project, issue, or JQL search into context.
slack Bring a Slack channel or message thread into context.
email Bring an email thread or a sender's threads into context.
sheets Bring a Google Sheet's tabs and cell data into context.
pu start the Pipulate server (long form: pipulate)
Probe 3 corroborates numerically. 61 warm · 59 botify · 59 confluence · 56 jira · 53 slack · 57 email · 55 sheets. Predicted 61 / 59 / 57 for warm / confluence / email — exact on all three. Nothing exceeds 61, and warm sits on 61 and renders flush against the border. The derivation holds; the 61 sentence in the README contract is true, not a guess.
Probe 1 — gong.py is absent from git ls-files. Probe 2 — README.md:1, foo_files.py:0. The one surviving README hit is the minting anecdote in “Minting a new connector,” kept on purpose; the Current-connectors line is gone.
All four are clean before/after straddles against your hand-run (gong present → absent; 2/9 refs → 1/0; 62 and 64 → 59 and 57; two wrapped rows → none). No car failed to land.
DISMOUNT
1. VERIFY
The goal at the top of this article: after door 2, tell the human to type mcp; mcp lists the connectors with how to use them; the descriptions come from a predictable place in each file. Plus the three-door fork and a Google Docs earmark.
Met — with one honest gap. Receipt-witnessed in this compile: the roster renders eight clean rows with zero ghosts (probe 4); every description is produced by mcp_menu.py’s own _describe reading ast.get_docstring from live source (probe 3 executed that function directly); gong is held out and the file it named no longer exists (probes 1–2); pu and pipulate exist as functions in flake.nix, which is in this compile’s Codebase.
Not witnessed by this compile: the door-2 message itself. boot_menu.py is absent from Codebase and no receipt shows it. It rendered correctly in your hand-run transcript two turns ago, which is real evidence but is not a live receipt of this compile — exactly the distinction the routing invariant draws. Seeded as a probe below rather than claimed.
2. BANK
One new rule, one todo amendment, one map repair — all three as patch cars in section 3.
- THE RENDER-WIDTH RULE — the wrap survived three compiles because your terminal is wide and the compile’s is 80. New constitution line.
- CURATED RULE-OF-7 VALIDATION — that todo now has a working reference implementation (
mcp_menu.py: curated order, AST-derived descriptions, ghosts printed loudly). It is not done —cli.py’sessential_toolsis still unvalidated — so the todo stays, amended to point at the precedent. - Chapter XVIII connector list —
jira.py,slack.py,wallet.pyare in the roster but sit unclaimed in the Paintbox. Adding them to the router claims them; the Paintbox regenerates fromgit ls-filesnext compile and drops them automatically. Coverage should read 74.6% (176/236) instead of 73.3%.
Lines to delete: none beyond what already landed. The gong todo went in-ride and probe 2 confirms it. I’m not inventing a deletion to fill the beat.
3. DANGLING
MAX_DESC = 74inmcp_menu.pyguards against a ceiling of 61 — mis-derived by exactly the 13-char command column, has never fired; left open because ellipsis-vs-wrap is your design call.jirareturns zero projects whilebotifyreturns two — jira sharesCONFLUENCE_*per the README, so this may be scope, not breakage; untested either way.connectors.jsonmay still declare agongslot for a connector that no longer exists —wallet.py’s scoreboard would list a slot with no file behind it.- The door-2 three-word block has no live receipt in the dismount compile.
README.md’s new env-var table describesboot_menu.pybehavior no receipt in this compile witnesses — SAME-CAR LABEL exposure until one does.- The gong direction verdict was inferred from commit messages;
git log -1 --format='%ci %h %s'would have made it mechanical. mcpmeans two things — roster, and tool-call passthrough three lines down. Decided, not fixed.nd/ndqsemantics shifting now that door 2 exists — lives in~/repos/nixos, out of this repo.- Google Docs read connector — banked as EARMARK, unstarted.
4. SEED
The seed is section (2) NEXT CONTEXT below — four probes and three files, sized for a short hygiene ride rather than a new build.
1. PROBES
grep -n 'MAX_DESC' scripts/mcp_menu.py
sed -n '/if choice == EXIT_SHELL:/,/^ else:/p' scripts/boot_menu.py
.venv/bin/python scripts/connectors/wallet.py 2>&1 | tail -25
COLUMNS=80 .venv/bin/python scripts/mcp_menu.py
Probe 1 pins the mis-derived guard so the next turn argues over a number both of us can see. Probe 2 closes the one gap in VERIFY — it is the only thing that turns the door-2 message from transcript evidence into a live receipt. Probe 3 is one bounded, read-only, offline call that answers two danglers at once: whether connectors.json still declares a gong slot, and what auth kind jira actually resolves. Compile-lane caution: wallet output carries slot names and $HOME paths — names and paths only by its own design, but it is the one probe here that reads your config rather than the repo. Probe 4 is the standing regression canary; it belongs in adhoc permanently now that a one-character overrun is a visible defect.
2. NEXT CONTEXT
! grep -n 'MAX_DESC' scripts/mcp_menu.py
! sed -n '/if choice == EXIT_SHELL:/,/^ else:/p' scripts/boot_menu.py
! .venv/bin/python scripts/connectors/wallet.py 2>&1 | tail -25
! COLUMNS=80 .venv/bin/python scripts/mcp_menu.py
scripts/mcp_menu.py
scripts/boot_menu.py
foo_files.py
Small. flake.nix, prompt_foo.py, and the cartridge pair are inert for what remains.
3. PATCHES
Car 1 — the new rule.
Target: foo_files.py
[[[SEARCH]]]
# step most likely to fail and confirm the probe performs THAT step.
# THE LIVE-PROMPT MIRAGE (banked 2026-07-23, dot-counted): a background job
[[[DIVIDER]]]
# step most likely to fail and confirm the probe performs THAT step.
# THE RENDER-WIDTH RULE (banked 2026-07-23, three compiles blind): a display
# constraint must be measured at the width the MACHINE renders, never the
# width the operator's terminal happens to be. The mcp roster wrapped two of
# its eight rows at 80 columns for three consecutive compiles while reading
# perfectly on a wide desktop terminal -- a defect present in every payload
# and invisible from the only seat that ever looked at it. Pin the width in
# the probe (COLUMNS=80 ...) so the receipt shows what a stranger sees.
# COROLLARY -- A CEILING NOTHING TOUCHES IS A GUESS: a derived limit earns
# trust only once one real row sits EXACTLY on it. `warm` at 61 characters
# landing flush against the border is what proved the 74-body / 10-command /
# 3-gutter arithmetic; had every row been comfortably short, the same
# arithmetic would have been unfalsifiable. Keep the calibration row, and
# when it changes, re-measure rather than re-assume.
# THE LIVE-PROMPT MIRAGE (banked 2026-07-23, dot-counted): a background job
[[[REPLACE]]]
Car 2 — the todo amendment.
Target: foo_files.py
[[[SEARCH]]]
# - TODO: CURATED RULE-OF-7 VALIDATION — keep essential_tools human-curated for pedagogy, but AST-validate every name against tools/*.py without importing runtime modules. A mismatch must print loudly and omit the ghost; git history plus human intent distinguishes a typo from a genuine deletion.
[[[DIVIDER]]]
# - TODO: CURATED RULE-OF-7 VALIDATION — keep essential_tools human-curated for pedagogy, but AST-validate every name against tools/*.py without importing runtime modules. A mismatch must print loudly and omit the ghost; git history plus human intent distinguishes a typo from a genuine deletion. REFERENCE IMPLEMENTATION LANDED 2026-07-23: scripts/mcp_menu.py is this exact pattern working — hand-curated ROSTER order, ast.get_docstring descriptions with NO runtime import, ghosts printed above the panel and omitted from the rows, held-back entries recorded as decisions in-source. Port the shape to cli.py's essential_tools; do not redesign it.
[[[REPLACE]]]
Car 3 — claim the three unmapped connectors.
Target: foo_files.py
[[[SEARCH]]]
# THE CONNECTORS (WET single-file API gateways; contract in the README)
# scripts/connectors/README.md
# scripts/connectors/gmail.py
# scripts/connectors/botify.py
# scripts/connectors/confluence.py
# scripts/connectors/gsc.py
# scripts/connectors/sheets.py
[[[DIVIDER]]]
# THE CONNECTORS (WET single-file API gateways; contract in the README)
# scripts/connectors/README.md
# scripts/connectors/gmail.py
# scripts/connectors/botify.py
# scripts/connectors/confluence.py
# scripts/connectors/gsc.py
# scripts/connectors/sheets.py
# scripts/connectors/jira.py
# scripts/connectors/slack.py
# scripts/connectors/wallet.py # not a connector: the read-only scoreboard OVER them
# scripts/mcp_menu.py # what door 2 opens onto; reads the docstrings above
[[[REPLACE]]]
Coverage should move 73.3% → 75.4% (178/236) in the next compile’s Summary, and the four names should vanish from the Paintbox without anyone deleting them — the ledger regenerates from git ls-files every run.
4. PROMPT
**MikeLev.in**: Fresh ride. Four receipts in this compile: the MAX_DESC line number, the boot_menu door-2 window, the wallet scoreboard, and the width-pinned roster. Destination: the mcp roster and its wallet stop lying about anything, by receipt rather than by assertion. Arrival conditions, all three required before any dismount — probe 2 shows the three-word door-2 block; the wallet lists no slot whose connector file is absent; MAX_DESC is either corrected or its 74 is documented as deliberate.
Gate on probe 3 first. If the wallet scoreboard lists a gong slot, connectors.json is a map naming a file that was deleted yesterday, and that is the MODEL FOLLOWS THE MAP failure aimed at whoever reads the board next — fix it before anything else and tell me exactly which line of ~/.config/pipulate/connectors.json to cut, since that file is outside this repo and I am the actuator for it. While you are reading that output, tell me what auth kind jira resolves to and whether it reads filled; if it is filled and still returns zero projects, that is a scope question, not a credential question, and say so rather than proposing a credential fix.
Probe 1: MAX_DESC guards at 74 against a real ceiling of 61 and has never fired. Make the call and defend it in one paragraph — lower it to 61 so it truncates, or leave 74 and add a comment saying a visible wrap is preferred to a silent ellipsis. Do not give me both and do not ask me which. Whichever you pick, the constant and its comment move in the same car.
Probe 2 is the last unwitnessed clause of the previous ride's goal. If it shows the three-word block, say so plainly and consider that goal fully receipted. If it shows anything else, the door-2 patch did not survive and re-landing it comes before the rest.
Do not reintroduce numbers in any form. Do not convert the connector aliases to functions. Do not add gsc, gong, or docs to the roster. Do not start the Google Docs connector — it is earmarked, and this ride is hygiene.
5. EXTERNAL DELIVERABLES
None. Flagged for the next ride: ~/.config/pipulate/connectors.json lives outside this repo, so any gong-slot removal there is a manual edit you make — never a patch car.
MikeLev.in: I’m about to publish this on the public MikeLev.in Honeybot for reading on YouTube. You have a chance to introduce this article (and this system?) to the world. I need a good introduction. Be brief. Be neutral. Be dry. Like one of those NPR ladies you can tell are emotionally holding back their excitement about a topic because New Englanders emulate that British Victorian stiff upper lip control thing like a properly civilized person does. In TL;DR form. I’ll copy/paste what you produce to the top of the article.
You can also write a parting paragraph. Anything you like. AI’s choice.
Opus 4.8 Extra: Here are both pieces, ready to paste.
For the top of the article
[Moved to Top]
Parting paragraph
The most useful artifact this session produced is the thing that did not ship. The numbered menu was designed carefully, gated behind a probe, and the probe returned green — because it tested whether a shell function can be named 7 and pass along its arguments, which was never the part in doubt. What it never tested was whether a dispatcher can call an alias, which was the entire mechanism. A test that exercises the easy half of a claim is worse than no test: it returns green for something that was never attempted, and it does so with the full authority of having been run. That failure is now written into the same file that routes every future session, one paragraph below the rule it replaced, with the retracted rule’s reasoning still legible. Keeping the wrong answer next to the right one costs a few dozen lines. Deleting it costs the next person the whole afternoon.
Book Analysis
Ai Editorial Take
What is most fascinating about this entry is how it reframes a bug not merely as an error to patch, but as a fundamental collision between two different parsing paradigms: shell interpretation versus variable-based execution. It demonstrates that the most valuable engineering breakthroughs often emerge when a neat idea fails spectacularly under real-world scrutiny.
🐦 X.com Promo Tweet
Why do shell aliases break in automated workflows? Discover the hard-earned lessons behind deterministic command design and architectural resilience in the Age of AI. https://mikelev.in/futureproof/alias-dispatch-rule-shell-workflows/ #DeveloperTools #Automation #ShellScripting
Title Brainstorm
- Title Option: The Alias-Dispatch Rule: Why Shell Aliases Fail in Automated Workflows
- Filename:
alias-dispatch-rule-shell-workflows.md - Rationale: Focuses on the core technical discovery of the entry, appealing directly to engineers and developers working with shell automation.
- Filename:
- Title Option: Engineering Determinism: Overcoming Environment Drift in AI-Assisted Development
- Filename:
engineering-determinism-environment-drift.md - Rationale: Frames the discussion around reliability and reproducible environments, aligning with the broader book-in-progress themes.
- Filename:
- Title Option: The Anatomy of a Failed Shortcut: Designing Intuitive Yet Robust CLI Tools
- Filename:
anatomy-failed-shortcut-cli-tools.md - Rationale: Highlights the human-factors aspect of interface design and the evolution from user convenience to system clarity.
- Filename:
Content Potential And Polish
- Core Strengths:
- Transparent documentation of a real debugging journey and technical pivot.
- Excellent integration of automated testing, probes, and verifiable hypotheses.
- Strong emphasis on practical ergonomics and user-friendly interface design.
- Suggestions For Polish:
- Streamline the dialogue history to highlight the turning point of the realization.
- Ensure clear separation between exploratory dead-ends and final architectural decisions.
Next Step Prompts
- Synthesize the lessons learned from the alias-dispatch failure into a concise development guideline for future CLI tool designs.
- Audit existing command-line shortcuts across the workspace to ensure they adhere to the newly established architectural rules.