The Three-Gear Corpus Zoom: Python Slice CLI Addressing, LAN-to-DMZ Media Popups, and the Suit With Its Own Manual

# Context 1
context.txt              # <-- this
scripts/articles/lsa.py  # <-- 2nd Brain software where slice API is handled
flake.nix                # <-- Where long dot PY files are made short names

/home/mike/repos/trimnoir/_posts/2026-10-21-web-bot-ai-observatory-rfc9421-fcrdns-horizon-bars.md  # [Idx: 5 | Order: 1 | Tokens: 99,951 | Bytes: 365,155]
/home/mike/repos/trimnoir/_posts/2026-10-21-parametric-memory-rag-bimodal-cdn-ytlog-spiderweb.md  # [Idx: 6 | Order: 2 | Tokens: 94,002 | Bytes: 342,186]
/home/mike/repos/trimnoir/_posts/2026-10-21-amiga-copper-hittail-referer-latest-nix-directive.md  # [Idx: 7 | Order: 3 | Tokens: 23,213 | Bytes: 97,861]
/home/mike/repos/trimnoir/_posts/2026-10-21-markov-river-compass-ytstage-levinux-levinix.md  # [Idx: 8 | Order: 4 | Tokens: 73,920 | Bytes: 264,135]

  BATCH PRIESTHOOD (Omby Amby)          ONLINE STREAMING & SLICING (Local)
  ============================          ==================================
  [ Massive Cloud Pre-Train ]           [ 1,571 Plain-Text Markdown Posts ]
              |                                         |
     (Frozen Weights)                    +--------------+--------------+
              |                          |                             |
              v                          v                             v
   "Come back next quarter"     [ ! markov (river) ]         [ posts -6:-2 ]
                                 O(1) EWMA + ADWIN      Chronological Tail Slice
                                 Live Trajectory        Exact Window Selection

context.txt
! postsc 30
! .venv/bin/python scripts/articles/lsa.py -t 1 -6:-2 --fmt paths 2>/dev/null | awk -F/ '{print $NF} END {print "SLICE_COUNT:" NR}' || echo "SLICE_MISSING"; rg -c 'last_args=\("--slice=' flake.nix || true
foo_files.py
scripts/articles/lsa.py
scripts/articles/common.py
flake.nix
.gitattributes
.gitignore
apply.py

Target: scripts/articles/lsa.py
[[[SEARCH]]]
def parse_slice_arg(arg_str: str):
    """Parses a string like '[-5:]' into a valid Python slice object."""
    if not arg_str or not arg_str.startswith('[') or not arg_str.endswith(']'): return None
    content = arg_str[1:-1].strip()
    if ':' in content:
        parts = content.split(':', 1)
        start = int(parts[0].strip()) if parts[0].strip() else None
        end = int(parts[1].strip()) if parts[1].strip() else None
        return slice(start, end)
    elif content: return int(content)
    return slice(None, None)
[[[DIVIDER]]]
_NEG_SLICE_OR_IDX_RE = re.compile(r'^-\d*:-?\d*(?::-?\d*)?$|^-\d+$')

def _normalize_slice_argv(argv: list[str]) -> list[str]:
    """Rewrite negative slice/index tokens (e.g. '-6:-2', '-5:', '-2') into
    '--slice=...' or '--article=...' so argparse does not mistake them for flags."""
    out = []
    i = 0
    while i < len(argv):
        tok = argv[i]
        if tok in ('--slice', '-a', '--article') and i + 1 < len(argv):
            out.append(f"{tok}={argv[i + 1]}")
            i += 2
            continue
        if _NEG_SLICE_OR_IDX_RE.match(tok):
            out.append(f"--slice={tok}")
            i += 1
            continue
        out.append(tok)
        i += 1
    return out

def parse_slice_arg(arg_str: str):
    """Parses a Python slice or index string (with or without brackets, e.g. '-6:-2', '[-5:]', '-2')."""
    if not arg_str:
        return None
    content = arg_str.strip()
    if content.startswith('[') and content.endswith(']'):
        content = content[1:-1].strip()
    if not content:
        return None
    try:
        if ':' in content:
            parts = content.split(':')
            if len(parts) > 3:
                return None
            vals = [int(p.strip()) if p.strip() else None for p in parts]
            return slice(*vals)
        return int(content)
    except ValueError:
        return None
[[[REPLACE]]]
Target: scripts/articles/lsa.py
[[[SEARCH]]]
    parser.add_argument('-v', '--vim', action='store_true', help="Open the selected articles in Neovim/Vim (newest-first in buffer 1 by default so :bn walks back in time like rgx -v; pass -r for oldest-first)")
    parser.add_argument('bare_last', nargs='?', type=int, default=None, metavar='N', help="Optional bare number for recent article count (sugar for --last N)")
    parser.add_argument('--clear-cache', action='store_true', help="Purge the token cache file before processing")
    parser.add_argument('--stdin', action='store_true', help="Read file paths or filenames from standard input instead of scanning the directory")
    parser.add_argument('--shards', action='store_true', help="Interleave each article's holographic shard (keywords + summary) from _context/ beneath its listing line (full format only)")
    parser.add_argument('--around', type=int, default=None, metavar='N', help="With --terms, print ±N lines of context around each case-insensitive hit (full format only)")
    parser.add_argument('--terms', nargs='+', default=None, metavar='TERM', help="Search terms for --around hit-region extraction (case-insensitive fixed strings)")
    args = parser.parse_args()

    if args.bare_last is not None and args.last is None:
        args.last = args.bare_last
    if args.fmt == 'body' and args.last is None and args.top is None:
        args.last = 1
[[[DIVIDER]]]
    parser.add_argument('-v', '--vim', action='store_true', help="Open the selected articles in Neovim/Vim (newest-first in buffer 1 by default so :bn walks back in time like rgx -v; pass -r for oldest-first)")
    parser.add_argument('--slice', type=str, default=None, metavar='SLICE', help="Select articles by Python slice or index (e.g., '-6:-2', '-5:', ':-2', '-2', '[-6:-2]')")
    parser.add_argument('bare_last', nargs='?', type=str, default=None, metavar='N_OR_SLICE', help="Optional bare number for recent article count (sugar for --last N) or Python slice/index (e.g., -6:-2, -5:, -2)")
    parser.add_argument('--clear-cache', action='store_true', help="Purge the token cache file before processing")
    parser.add_argument('--stdin', action='store_true', help="Read file paths or filenames from standard input instead of scanning the directory")
    parser.add_argument('--shards', action='store_true', help="Interleave each article's holographic shard (keywords + summary) from _context/ beneath its listing line (full format only)")
    parser.add_argument('--around', type=int, default=None, metavar='N', help="With --terms, print ±N lines of context around each case-insensitive hit (full format only)")
    parser.add_argument('--terms', nargs='+', default=None, metavar='TERM', help="Search terms for --around hit-region extraction (case-insensitive fixed strings)")
    args = parser.parse_args(_normalize_slice_argv(sys.argv[1:]))

    if args.bare_last is not None:
        raw_bare = args.bare_last.strip()
        if raw_bare.isdigit() and int(raw_bare) > 0:
            if args.last is None:
                args.last = int(raw_bare)
        elif args.slice is None:
            args.slice = raw_bare
    slice_spec = None
    if args.slice is not None:
        slice_spec = parse_slice_arg(args.slice)
        if slice_spec is None:
            print(f"❌ Invalid slice or index: {args.slice}. Use N (e.g. 10) or Python slice/index (e.g. -6:-2, -5:, -2).", file=sys.stderr)
            sys.exit(1)
    if args.fmt == 'body' and args.last is None and args.top is None and slice_spec is None and not args.slugs and not args.match:
        args.last = 1
[[[REPLACE]]]
Target: scripts/articles/lsa.py
[[[SEARCH]]]
    if args.vim:
        args.reverse = not args.reverse
    # Determine the sort description based on the reverse flag
    sort_desc = "Newest First" if args.reverse else "Oldest First"
[[[DIVIDER]]]
    display_reverse = (not args.reverse) if args.vim else args.reverse
    # Determine the sort description based on the effective display order
    sort_desc = "Newest First" if display_reverse else "Oldest First"
[[[REPLACE]]]
Target: scripts/articles/lsa.py
[[[SEARCH]]]
    # --last: keep only the N most recent, preserving the chosen display order.
    # Default sort is oldest-first, so "most recent" is the tail; with
    # --reverse (newest-first) it is the head.
    if args.last is not None and args.last > 0:
        if args.reverse:
            metadata = metadata[:args.last]
        else:
            metadata = metadata[-args.last:]

    # --top: limit after sort+filter
    if args.top is not None:
        metadata = metadata[:args.top]
[[[DIVIDER]]]
    # --last: keep only the N most recent, preserving the chosen display order.
    # Default sort is oldest-first, so "most recent" is the tail; with
    # --reverse (newest-first) it is the head.
    if args.last is not None and args.last > 0:
        if args.reverse:
            metadata = metadata[:args.last]
        else:
            metadata = metadata[-args.last:]

    # --slice: Python slice (e.g. -6:-2, -5:, :-2) or single index (e.g. -2, [0])
    if slice_spec is not None:
        if isinstance(slice_spec, slice):
            metadata = metadata[slice_spec]
        else:
            try:
                metadata = [metadata[slice_spec]]
            except IndexError:
                metadata = []

    # --top: limit after sort+filter
    if args.top is not None:
        metadata = metadata[:args.top]
[[[REPLACE]]]
Target: scripts/articles/lsa.py
[[[SEARCH]]]
        paths = [item['path'] for item in metadata]
        os.execvp(editor, [editor] + paths)
[[[DIVIDER]]]
        paths = [item['path'] for item in reversed(metadata)]
        os.execvp(editor, [editor] + paths)
[[[REPLACE]]]

Target: flake.nix
[[[SEARCH]]]
          last_args=()
          capn=8
          lastn=""
          if [[ "''${1:-}" =~ ^[0-9]+$ ]]; then
            last_args=(--last "$1")
            lastn="$1"
            if [ "$1" -lt "$capn" ]; then
              capn="$1"
            fi
            shift
          fi
          # THE ZERO-TERM FALLBACK (2026-10-18, deed 51): rgx N (or rgx -v [N])
          # with no search terms delegates straight to posts so muscle memory
          # never hits a usage wall when asking for the last N articles.
          if [ "$#" -eq 0 ]; then
            if [ -n "$lastn" ] || [ "$vim_mode" -eq 1 ]; then
              if [ "$vim_mode" -eq 1 ]; then last_args+=(-v); fi
              exec ${postsCommand}/bin/posts -t "$target" "''${last_args[@]}"
            fi
            echo "Usage: rgx [-t SPEC] [-v] [N] [TERM...]   (SPEC = 4, grim, 1,3, grim,vault, 2-4 or all; N alone lists the N most recent posts; -v opens in vim, newest first)" >&2
            exit 1
          fi
[[[DIVIDER]]]
          last_args=()
          clip_args=()
          capn=8
          lastn=""
          if [[ "''${1:-}" =~ ^[0-9]+$ ]]; then
            last_args=(--last "$1")
            lastn="$1"
            if [ "$1" -lt "$capn" ]; then
              capn="$1"
            fi
            clip_args=(--last "$capn")
            shift
          elif [[ "''${1:-}" =~ ^\[?(-?[0-9]*:-?[0-9]*(:?-?[0-9]*)?|-[0-9]+)\]?$ ]]; then
            last_args=("--slice=$1")
            clip_args=("--slice=$1")
            lastn="$1"
            shift
          else
            clip_args=(--last "$capn")
          fi
          # THE ZERO-TERM FALLBACK (2026-10-18, deed 51): rgx N or rgx SLICE
          # with no search terms delegates straight to posts so muscle memory
          # never hits a usage wall when asking for recent or sliced articles.
          if [ "$#" -eq 0 ]; then
            if [ -n "$lastn" ] || [ "$vim_mode" -eq 1 ]; then
              if [ "$vim_mode" -eq 1 ]; then last_args+=(-v); fi
              exec ${postsCommand}/bin/posts -t "$target" "''${last_args[@]}"
            fi
            echo "Usage: rgx [-t SPEC] [-v] [N|SLICE] [TERM...]   (SPEC = 4, grim, 1,3, grim,vault, 2-4 or all; N or SLICE alone lists matching recent posts; -v opens in vim, newest first)" >&2
            exit 1
          fi
[[[REPLACE]]]
Target: flake.nix
[[[SEARCH]]]
          if [ "$vim_mode" -eq 1 ]; then
            vim_list="$(printf '%s\n' "$all_paths" | ${pkgs.gnugrep}/bin/grep -Fx -f <(printf '%s\n' "$sorted_matches"))"
            if [ -n "$lastn" ]; then
              vim_list="$(printf '%s\n' "$vim_list" | ${pkgs.coreutils}/bin/tail -n "$lastn")"
            fi
            vim_list="$(printf '%s\n' "$vim_list" | ${pkgs.coreutils}/bin/tac)"
            editor="$(command -v nvim || command -v vim || true)"
            if [ -z "$editor" ]; then
              echo "rgx: no nvim or vim found on PATH" >&2
              exit 1
            fi
            mapfile -t vim_files < <(printf '%s\n' "$vim_list")
            exec "$editor" "''${vim_files[@]}"
          fi

          # Drop --fmt paths so each match carries its Tokens/Bytes annotation
          # (the same per-article numbers `posts` shows) for context budgeting.
          # Deliberately NOT --shards/--around: that shard + hit-region noise is
          # rgxc's job. rgx stays the quiet, token-annotated match list.
          printf '%s\n' "$sorted_matches" \
            | ${postsCommand}/bin/posts -t "$target" --stdin "''${last_args[@]}"

          # Clipboard is an interactive-only side effect. Under prompt_foo's
          # captured pipe, the forked xclip daemon inherits and holds the fd
          # open forever, deadlocking communicate(). Gate on a real tty and
          # detach xclip's own stdout so no capture pipe can be held hostage.
          if [ -t 1 ] && command -v xclip >/dev/null 2>&1; then
            if printf '%s\n' "$sorted_matches" \
              | ${postsCommand}/bin/posts -t "$target" --stdin --last "$capn" --fmt slugs \
              | { echo "[[[TODO_SLUGS]]]"; cat; echo "[[[END_SLUGS]]]"; } \
              | xclip -selection clipboard >/dev/null 2>&1; then
              echo "📋 TODO_SLUGS block (≤$capn newest) → clipboard (type xp to compile)" >&2
            fi
          fi
        '';

        rgxcCommand = pkgs.writeShellScriptBin "rgxc" ''
          set -euo pipefail

          # Same runtime target resolution as rgx: -t SPEC (first args only),
          # 4 or grim or 1,3 or grim,vault or 2-4 or all, read by posts from
          # blogs.json when the command RUNS, so the Nix store carries the
          # mechanism, never the data.
          target="1"
          if [ "''${1:-}" = "-t" ] && [ "$#" -ge 2 ]; then
            target="$2"
            shift 2
          fi

          # -v: THE ART WALK (mirrored from rgx). Open the matches in the
          # editor instead of printing shards. Newest article lands in
          # buffer 1 so :bn walks backward in time through the ASCII art.
          vim_mode=0
          if [ "''${1:-}" = "-v" ]; then
            vim_mode=1
            shift
          fi

          last_args=()
          capn=8
          lastn=""
          if [[ "''${1:-}" =~ ^[0-9]+$ ]]; then
            last_args=(--last "$1")
            lastn="$1"
            if [ "$1" -lt "$capn" ]; then
              capn="$1"
            fi
            shift
          fi
          # THE ZERO-TERM FALLBACK (2026-10-18, deed 51): rgxc N (or rgxc -v [N])
          # with no search terms delegates straight to posts --shards (postsc).
          if [ "$#" -eq 0 ]; then
            if [ -n "$lastn" ] || [ "$vim_mode" -eq 1 ]; then
              if [ "$vim_mode" -eq 1 ]; then last_args+=(-v); fi
              exec ${postsCommand}/bin/posts -t "$target" --shards "''${last_args[@]}"
            fi
            echo "Usage: rgxc [-t SPEC] [-v] [N] [TERM...]   (SPEC = 4, grim, 1,3, grim,vault, 2-4 or all; N alone lists the N most recent posts with shards; -v opens in vim, newest first)" >&2
            exit 1
          fi
[[[DIVIDER]]]
          if [ "$vim_mode" -eq 1 ]; then
            vim_list="$(printf '%s\n' "$all_paths" | ${pkgs.gnugrep}/bin/grep -Fx -f <(printf '%s\n' "$sorted_matches"))"
            if [[ "$lastn" =~ ^[0-9]+$ ]]; then
              vim_list="$(printf '%s\n' "$vim_list" | ${pkgs.coreutils}/bin/tail -n "$lastn")"
            elif [ -n "$lastn" ]; then
              vim_list="$(printf '%s\n' "$vim_list" | ${postsCommand}/bin/posts -t "$target" --stdin "''${last_args[@]}" --fmt paths)"
            fi
            vim_list="$(printf '%s\n' "$vim_list" | ${pkgs.coreutils}/bin/tac)"
            editor="$(command -v nvim || command -v vim || true)"
            if [ -z "$editor" ]; then
              echo "rgx: no nvim or vim found on PATH" >&2
              exit 1
            fi
            mapfile -t vim_files < <(printf '%s\n' "$vim_list")
            exec "$editor" "''${vim_files[@]}"
          fi

          # Drop --fmt paths so each match carries its Tokens/Bytes annotation
          # (the same per-article numbers `posts` shows) for context budgeting.
          # Deliberately NOT --shards/--around: that shard + hit-region noise is
          # rgxc's job. rgx stays the quiet, token-annotated match list.
          printf '%s\n' "$sorted_matches" \
            | ${postsCommand}/bin/posts -t "$target" --stdin "''${last_args[@]}"

          # Clipboard is an interactive-only side effect. Under prompt_foo's
          # captured pipe, the forked xclip daemon inherits and holds the fd
          # open forever, deadlocking communicate(). Gate on a real tty and
          # detach xclip's own stdout so no capture pipe can be held hostage.
          if [ -t 1 ] && command -v xclip >/dev/null 2>&1; then
            if printf '%s\n' "$sorted_matches" \
              | ${postsCommand}/bin/posts -t "$target" --stdin "''${clip_args[@]}" --fmt slugs \
              | { echo "[[[TODO_SLUGS]]]"; cat; echo "[[[END_SLUGS]]]"; } \
              | xclip -selection clipboard >/dev/null 2>&1; then
              echo "📋 TODO_SLUGS block (≤$capn newest) → clipboard (type xp to compile)" >&2
            fi
          fi
        '';

        rgxcCommand = pkgs.writeShellScriptBin "rgxc" ''
          set -euo pipefail

          # Same runtime target resolution as rgx: -t SPEC (first args only),
          # 4 or grim or 1,3 or grim,vault or 2-4 or all, read by posts from
          # blogs.json when the command RUNS, so the Nix store carries the
          # mechanism, never the data.
          target="1"
          if [ "''${1:-}" = "-t" ] && [ "$#" -ge 2 ]; then
            target="$2"
            shift 2
          fi

          # -v: THE ART WALK (mirrored from rgx). Open the matches in the
          # editor instead of printing shards. Newest article lands in
          # buffer 1 so :bn walks backward in time through the ASCII art.
          vim_mode=0
          if [ "''${1:-}" = "-v" ]; then
            vim_mode=1
            shift
          fi

          last_args=()
          clip_args=()
          capn=8
          lastn=""
          if [[ "''${1:-}" =~ ^[0-9]+$ ]]; then
            last_args=(--last "$1")
            lastn="$1"
            if [ "$1" -lt "$capn" ]; then
              capn="$1"
            fi
            clip_args=(--last "$capn")
            shift
          elif [[ "''${1:-}" =~ ^\[?(-?[0-9]*:-?[0-9]*(:?-?[0-9]*)?|-[0-9]+)\]?$ ]]; then
            last_args=("--slice=$1")
            clip_args=("--slice=$1")
            lastn="$1"
            shift
          else
            clip_args=(--last "$capn")
          fi
          # THE ZERO-TERM FALLBACK (2026-10-18, deed 51): rgxc N or rgxc SLICE
          # with no search terms delegates straight to posts --shards (postsc).
          if [ "$#" -eq 0 ]; then
            if [ -n "$lastn" ] || [ "$vim_mode" -eq 1 ]; then
              if [ "$vim_mode" -eq 1 ]; then last_args+=(-v); fi
              exec ${postsCommand}/bin/posts -t "$target" --shards "''${last_args[@]}"
            fi
            echo "Usage: rgxc [-t SPEC] [-v] [N|SLICE] [TERM...]   (SPEC = 4, grim, 1,3, grim,vault, 2-4 or all; N or SLICE alone lists matching recent posts with shards; -v opens in vim, newest first)" >&2
            exit 1
          fi
[[[REPLACE]]]
Target: flake.nix
[[[SEARCH]]]
          if [ "$vim_mode" -eq 1 ]; then
            vim_list="$(printf '%s\n' "$all_paths" | ${pkgs.gnugrep}/bin/grep -Fx -f <(printf '%s\n' "$sorted_matches"))"
            if [ -n "$lastn" ]; then
              vim_list="$(printf '%s\n' "$vim_list" | ${pkgs.coreutils}/bin/tail -n "$lastn")"
            fi
            vim_list="$(printf '%s\n' "$vim_list" | ${pkgs.coreutils}/bin/tac)"
            editor="$(command -v nvim || command -v vim || true)"
            if [ -z "$editor" ]; then
              echo "rgxc: no nvim or vim found on PATH" >&2
              exit 1
            fi
            mapfile -t vim_files < <(printf '%s\n' "$vim_list")
            exec "$editor" "''${vim_files[@]}"
          fi

          printf '%s\n' "$sorted_matches" \
            | ${postsCommand}/bin/posts -t "$target" --stdin --shards "''${last_args[@]}" --around 2 --terms "''${terms[@]}"

          # Same tty gate as rgx: never let a forked xclip daemon hold a
          # captured pipe open. Interactive use keeps the clipboard magic;
          # prompt_foo's ! executor gets clean EOF and no deadlock.
          if [ -t 1 ] && command -v xclip >/dev/null 2>&1; then
            if printf '%s\n' "$sorted_matches" \
              | ${postsCommand}/bin/posts -t "$target" --stdin --last "$capn" --fmt slugs \
              | { echo "[[[TODO_SLUGS]]]"; cat; echo "[[[END_SLUGS]]]"; } \
              | xclip -selection clipboard >/dev/null 2>&1; then
              echo "📋 TODO_SLUGS block (≤$capn newest) → clipboard (type xp to compile)" >&2
            fi
          fi
[[[DIVIDER]]]
          if [ "$vim_mode" -eq 1 ]; then
            vim_list="$(printf '%s\n' "$all_paths" | ${pkgs.gnugrep}/bin/grep -Fx -f <(printf '%s\n' "$sorted_matches"))"
            if [[ "$lastn" =~ ^[0-9]+$ ]]; then
              vim_list="$(printf '%s\n' "$vim_list" | ${pkgs.coreutils}/bin/tail -n "$lastn")"
            elif [ -n "$lastn" ]; then
              vim_list="$(printf '%s\n' "$vim_list" | ${postsCommand}/bin/posts -t "$target" --stdin "''${last_args[@]}" --fmt paths)"
            fi
            vim_list="$(printf '%s\n' "$vim_list" | ${pkgs.coreutils}/bin/tac)"
            editor="$(command -v nvim || command -v vim || true)"
            if [ -z "$editor" ]; then
              echo "rgxc: no nvim or vim found on PATH" >&2
              exit 1
            fi
            mapfile -t vim_files < <(printf '%s\n' "$vim_list")
            exec "$editor" "''${vim_files[@]}"
          fi

          printf '%s\n' "$sorted_matches" \
            | ${postsCommand}/bin/posts -t "$target" --stdin --shards "''${last_args[@]}" --around 2 --terms "''${terms[@]}"

          # Same tty gate as rgx: never let a forked xclip daemon hold a
          # captured pipe open. Interactive use keeps the clipboard magic;
          # prompt_foo's ! executor gets clean EOF and no deadlock.
          if [ -t 1 ] && command -v xclip >/dev/null 2>&1; then
            if printf '%s\n' "$sorted_matches" \
              | ${postsCommand}/bin/posts -t "$target" --stdin "''${clip_args[@]}" --fmt slugs \
              | { echo "[[[TODO_SLUGS]]]"; cat; echo "[[[END_SLUGS]]]"; } \
              | xclip -selection clipboard >/dev/null 2>&1; then
              echo "📋 TODO_SLUGS block (≤$capn newest) → clipboard (type xp to compile)" >&2
            fi
          fi
[[[REPLACE]]]
Target: flake.nix
[[[SEARCH]]]
          # `posts` and `postsc` are Nix-packaged commands in commonPackages so
          # interactive prompts and `!` child shells resolve the exact same words.
          preview() { (cd "$PIPULATE_ROOT/scripts/articles" && python publishizer.py "$@"); }
[[[DIVIDER]]]
          # `posts` and `postsc` are Nix-packaged commands in commonPackages so
          # interactive prompts and `!` child shells resolve the exact same words.
          alias postc='postsc'
          preview() { (cd "$PIPULATE_ROOT/scripts/articles" && python publishizer.py "$@"); }
[[[REPLACE]]]

Verify the AFTER receipt confirming `lsa.py` slices `-6:-2` down to the 4 October 21 articles (`SLICE_COUNT:4`) and `flake.nix` carries the two `--slice=` branches for `rgx` and `rgxc`. Then inspect `scripts/articles/common.py` to:
1. Suppress `ytping` (`ntfy.sh`) push notifications in `ytwatch` when the chat message or comment author is `@MikeLevin` (so self-comments never burn notification quota).
2. Add `ytapp` and `ytvim` to the `yt` Go-Go-Gadget Broadcast Bicycle help card.

# # Context 1
# context.txt              # <-- this
# ! postsc 30              # <-- Summaries of last 30 articles
# foo_files.py             # <-- Router file and so much more
# scripts/articles/lsa.py  # <-- 2nd Brain software where slice API is handled
# flake.nix                # <-- Where long dot PY files are made short names

# Context 2
context.txt
! postsc 30
! .venv/bin/python scripts/articles/lsa.py -t 1 -6:-2 --fmt paths 2>/dev/null | awk -F/ '{print $NF} END {print "SLICE_COUNT:" NR}' || echo "SLICE_MISSING"; rg -c 'last_args=\("--slice=' flake.nix || true
# foo_files.py
! posts -6:-2
scripts/articles/lsa.py
scripts/articles/common.py
flake.nix
# HOME-HOSTED (NOT BEHIND CDN) NGINX WEBSERVER HONEYBOT AI OBSERVATORY
nixops.sh
remotes/honeybot/hooks/post-receive
remotes/honeybot/nixos/configuration.nix
remotes/honeybot/scripts/stream.py
remotes/honeybot/scripts/score.py
remotes/honeybot/scripts/card.py
remotes/honeybot/scripts/forest.py
remotes/honeybot/scripts/test_forest.py
remotes/honeybot/scripts/logs.py
remotes/honeybot/scripts/content_loader.py
remotes/honeybot/scripts/db.py

  COMMAND IN context.txt      WHAT IT EMITS TO STDOUT            TOKENS (-6:-2)
  ======================      =======================            ==============
  ! posts  -6:-2              1 line/post (path + token stats)       269 tokens
  ! postsc -6:-2              3 lines/post (path + kw + sum)        ~550 tokens
  ! latest -6:-2              Full Markdown bodies (--fmt body)  291,086 tokens
  (or ! postsb -6:-2)

⚠ Warning: context.txt:11 has an unclosed quote or backslash in a '! ' probe.

context.txt
! postsc 30
! .venv/bin/python -c "import sys; sys.path.insert(0, 'scripts/articles'); import common; print('SELF_FILTER:', hasattr(common, '_is_self_chat_author'))" && rg -c 'LNIX|LNUX' remotes/honeybot/scripts/logs.py || true && rg -c 'postsbCommand' flake.nix || true
! latest -6:-2
scripts/articles/lsa.py
scripts/articles/common.py
flake.nix
nixops.sh
remotes/honeybot/nixos/configuration.nix
remotes/honeybot/scripts/stream.py
remotes/honeybot/scripts/forest.py
remotes/honeybot/scripts/logs.py
.gitattributes
.gitignore
apply.py

Target: apply.py
[[[SEARCH]]]
def _warn_multiline_context_probes(ctx_path: str = 'context.txt') -> None:
    """Warn when context.txt contains a '! ' probe split across multiple lines.
    prompt_foo.py parses context.txt line-by-line; a multiline '! ' block leaves
    an unclosed quote on line 1 (bash exit 2) and orphan lines below it."""
    if not os.path.isfile(ctx_path):
        return
    try:
        with open(ctx_path, 'r', encoding='utf-8') as f:
            lines = f.read().splitlines()
        for idx, raw in enumerate(lines, start=1):
            s = raw.strip()
            if not s or s.startswith('#'):
                continue
            if s.startswith('! ') and (s.count("'") % 2 != 0 or s.count('"') % 2 != 0 or s.endswith('\\')):
                print(f"⚠ Warning: {ctx_path}:{idx} has an unclosed quote or backslash in a '! ' probe.")
                print("   prompt_foo.py executes '! ' lines one line at a time; collapse probes to a single line.")
    except OSError:
        pass
[[[DIVIDER]]]
def _has_unclosed_shell_quote_or_backslash(s: str) -> bool:
    """True when a shell command line ends inside an unclosed quote or trailing backslash."""
    in_sq = False
    in_dq = False
    escaped = False
    for ch in s:
        if escaped:
            escaped = False
            continue
        if ch == '\\' and not in_sq:
            escaped = True
            continue
        if ch == "'" and not in_dq:
            in_sq = not in_sq
        elif ch == '"' and not in_sq:
            in_dq = not in_dq
    return in_sq or in_dq or escaped

def _warn_multiline_context_probes(ctx_path: str = 'context.txt') -> None:
    """Warn when context.txt contains a '! ' probe split across multiple lines.
    prompt_foo.py parses context.txt line-by-line; a multiline '! ' block leaves
    an unclosed quote on line 1 (bash exit 2) and orphan lines below it."""
    if not os.path.isfile(ctx_path):
        return
    try:
        with open(ctx_path, 'r', encoding='utf-8') as f:
            lines = f.read().splitlines()
        for idx, raw in enumerate(lines, start=1):
            s = raw.strip()
            if not s or s.startswith('#'):
                continue
            if s.startswith('! ') and _has_unclosed_shell_quote_or_backslash(s[2:].strip()):
                print(f"⚠ Warning: {ctx_path}:{idx} has an unclosed quote or backslash in a '! ' probe.")
                print("   prompt_foo.py executes '! ' lines one line at a time; collapse probes to a single line.")
    except OSError:
        pass
[[[REPLACE]]]

Target: scripts/articles/common.py
[[[SEARCH]]]
        print("PHASE 4: LIVE OBSERVATORY & AUDIENCE INTERACTION (While Streaming)")
        print(" 12. ytstatus          📡 Check Honeybot OBS PID, port 4455 & timecode")
        print(" 13. ytwatch           👀 Check live viewers & chat (`ytwatch start|log|status|stop`)")
        print("     ytlog             📺 Watch live notification stream (`q` or `Ctrl+b d` to exit)")
        print(" 14. ytsay \"text\"      🎙️ Break in LIVE on-air (`-c \"CARD\"` `-p white_rabbit`)")
        print(" 15. ytping \"text\"     📲 Send ntfy.sh push notification to your phone")
        print(" 16. ytcard            📇 Reprint the full Broadcast Kit for the latest post")
[[[DIVIDER]]]
        print("PHASE 4: LIVE OBSERVATORY & AUDIENCE INTERACTION (While Streaming)")
        print(" 12. ytstatus          📡 Check Honeybot OBS PID, port 4455 & timecode")
        print(" 13. ytwatch           👀 Check live viewers & chat (`ytwatch start|log|status|stop`)")
        print("     ytlog             📺 Watch live notification stream (`q` or `Ctrl+b d` to exit)")
        print(" 14. ytsay \"text\"      🎙️ Break in LIVE on-air (`-c \"CARD\"` `-p white_rabbit`)")
        print(" 15. ytapp / ytvim     🖥️ Project local FastHTML (:5001) or live Vim onto stream")
        print(" 16. ytping \"text\"     📲 Send ntfy.sh push notification to your phone")
        print(" 17. yttop [N]         📊 Keyless YouTube channel top videos & streams radar")
        print(" 18. ytcard            📇 Reprint the full Broadcast Kit for the latest post")
[[[REPLACE]]]
Target: scripts/articles/common.py
[[[SEARCH]]]
_YTWATCH_RESERVED_ACTIONS = {
    "start", "stop", "status", "restart", "daemon", "kill",
    "attach", "log", "logs", "tail", "tmux",
}
[[[DIVIDER]]]
_YTWATCH_RESERVED_ACTIONS = {
    "start", "stop", "status", "restart", "daemon", "kill",
    "attach", "log", "logs", "tail", "tmux",
}

def _is_self_chat_author(msg_author, channel_author=""):
    """True when a YouTube chat author is the broadcaster (@MikeLevin / Mike Levin)."""
    def _norm(s):
        return re.sub(r"[\s@_-]+", "", (s or "").strip().lower())
    norm_msg = _norm(msg_author)
    if not norm_msg:
        return False
    self_norms = {"mikelevin"}
    if channel_author:
        self_norms.add(_norm(channel_author))
    cfg_ch = _get_vault_var("PIPULATE_YT_CHANNEL")
    if cfg_ch and not cfg_ch.startswith(("http://", "https://")):
        self_norms.add(_norm(cfg_ch))
    return norm_msg in self_norms
[[[REPLACE]]]
Target: scripts/articles/common.py
[[[SEARCH]]]
        for msg in recent:
            is_new = had_prior_snapshot and (msg["id"] not in seen_ids)
            badge = "🆕 [NEW] " if is_new else ""
            print(f"   💬 {badge}{msg['author']}: {msg['text']}")
            if is_new and (not state["author"] or msg["author"].lstrip("@").lower() != state["author"].lstrip("@").lower()):
                print(f"      ↳ Reply on-air: ytsay \"Hey {msg['author']}, thanks for tuning in!\"")
[[[DIVIDER]]]
        for msg in recent:
            is_new = had_prior_snapshot and (msg["id"] not in seen_ids)
            badge = "🆕 [NEW] " if is_new else ""
            print(f"   💬 {badge}{msg['author']}: {msg['text']}")
            if is_new and not _is_self_chat_author(msg["author"], state.get("author")):
                print(f"      ↳ Reply on-air: ytsay \"Hey {msg['author']}, thanks for tuning in!\"")
[[[REPLACE]]]
Target: scripts/articles/common.py
[[[SEARCH]]]
            for msg in state["chat_messages"]:
                if msg["id"] in seen_ids:
                    continue
                seen_ids.add(msg["id"])
                if state["author"] and msg["author"].lstrip("@").lower() == state["author"].lstrip("@").lower():
                    continue
                chat_line = f"{msg['author']}: {msg['text']}"
[[[DIVIDER]]]
            for msg in state["chat_messages"]:
                if msg["id"] in seen_ids:
                    continue
                seen_ids.add(msg["id"])
                if _is_self_chat_author(msg["author"], state.get("author")):
                    continue
                chat_line = f"{msg['author']}: {msg['text']}"
[[[REPLACE]]]

Target: flake.nix
[[[SEARCH]]]
        # THE `latest` COMMAND: Emits the full markdown body of the newest
        # article (or N newest with `latest N`, or another blog with
        # `latest -t grim`) for `! latest` in context.txt and interactive
        # shells alike.
        latestCommand = pkgs.writeShellScriptBin "latest" ''
          set -euo pipefail
          exec ${postsCommand}/bin/posts --fmt body "$@"
        '';
[[[DIVIDER]]]
        # THE `latest` AND `postsb` COMMANDS: Emit the full markdown body of
        # the newest article (or N newest with `latest N`, or a Python slice
        # like `latest -6:-2` / `postsb -6:-2`) for `! latest` / `! postsb`
        # in context.txt and interactive shells alike.
        latestCommand = pkgs.writeShellScriptBin "latest" ''
          set -euo pipefail
          exec ${postsCommand}/bin/posts --fmt body "$@"
        '';

        postsbCommand = pkgs.writeShellScriptBin "postsb" ''
          set -euo pipefail
          exec ${postsCommand}/bin/posts --fmt body "$@"
        '';
[[[REPLACE]]]
Target: flake.nix
[[[SEARCH]]]
          postsCommand                 # Article corpus formatter usable by child shells
          postscCommand                # posts plus holographic shards (the c-twin)
          bookCommand                  # The living book spine (dated slugs, newest first) for ! book
          latestCommand                # Full markdown body of newest article(s) for ! latest
[[[DIVIDER]]]
          postsCommand                 # Article corpus formatter usable by child shells
          postscCommand                # posts plus holographic shards (the c-twin)
          postsbCommand                # posts full markdown bodies (the b-twin of posts/postsc)
          bookCommand                  # The living book spine (dated slugs, newest first) for ! book
          latestCommand                # Full markdown body of newest article(s) for ! latest
[[[REPLACE]]]
Target: flake.nix
[[[SEARCH]]]
          ytlog()    { "$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/articles/common.py" --broadcast watch attach "$@"; }
          ytapp()    { "$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/ytstage.py" app "$@"; }
          ytvim()    { "$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/ytstage.py" vim "$@"; }
[[[DIVIDER]]]
          ytlog()    { "$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/articles/common.py" --broadcast watch attach "$@"; }
          yttop()    { "$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/articles/common.py" --broadcast top   "$@"; }
          ytapp()    { "$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/ytstage.py" app "$@"; }
          ytvim()    { "$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/ytstage.py" vim "$@"; }
[[[REPLACE]]]

Target: remotes/honeybot/scripts/logs.py
[[[SEARCH]]]
        host = (data.get('host') or '').lower()
        if 'qamy' in host:
            text.append("[QAMY] ", style="bold magenta")
        elif 'npvg' in host:
            text.append("[NPVG] ", style="bold yellow")
        else:
            text.append("[LEVN] ", style="bold cyan")
[[[DIVIDER]]]
        host = (data.get('host') or '').lower()
        if 'qamy' in host:
            text.append("[QAMY] ", style="bold magenta")
        elif 'npvg' in host:
            text.append("[NPVG] ", style="bold yellow")
        elif 'levinix' in host:
            text.append("[LNIX] ", style="bold green")
        elif 'levinux' in host:
            text.append("[LNUX] ", style="bold bright_yellow")
        else:
            text.append("[LEVN] ", style="bold cyan")
[[[REPLACE]]]

1. Verify the AFTER receipts confirming `_is_self_chat_author` in `common.py`, `[LNIX]`/`[LNUX]` in `logs.py`, `postsbCommand` in `flake.nix`, and the full Markdown bodies of the 4 October 21 articles via `! latest -6:-2`.
2. Comb through all 4 full articles in `! latest -6:-2` plus the current codebase to compile a comprehensive audit of every unfinished thread, dangling item, DNS/ACME switch (`levinux.com`, `levinix.org`), Honeybot media/event-driven popup capability, and witnessed receipt so we can bring `foo_files.py` back in on the next turn and bank them cleanly.

# # Context 1
# context.txt              # <-- this
# ! postsc 30              # <-- Summaries of last 30 articles
# foo_files.py             # <-- Router file and so much more
# scripts/articles/lsa.py  # <-- 2nd Brain software where slice API is handled
# flake.nix                # <-- Where long dot PY files are made short names

# # Context 2
# context.txt
# ! postsc 30
# ! .venv/bin/python scripts/articles/lsa.py -t 1 -6:-2 --fmt paths 2>/dev/null | awk -F/ '{print $NF} END {print "SLICE_COUNT:" NR}' || echo "SLICE_MISSING"; rg -c 'last_args=\("--slice=' flake.nix || true
# # foo_files.py
# ! posts -15:-2
# scripts/articles/lsa.py
# scripts/articles/common.py
# flake.nix
# # HOME-HOSTED (NOT BEHIND CDN) NGINX WEBSERVER HONEYBOT AI OBSERVATORY
# nixops.sh
# remotes/honeybot/hooks/post-receive
# remotes/honeybot/nixos/configuration.nix
# remotes/honeybot/scripts/stream.py
# remotes/honeybot/scripts/score.py
# remotes/honeybot/scripts/card.py
# remotes/honeybot/scripts/forest.py
# remotes/honeybot/scripts/test_forest.py
# remotes/honeybot/scripts/logs.py
# remotes/honeybot/scripts/content_loader.py
# remotes/honeybot/scripts/db.py

# Context 3
context.txt
! postsc 30
! .venv/bin/python -c "import sys; sys.path.insert(0, 'scripts/articles'); import common; print('SELF_FILTER:', hasattr(common, '_is_self_chat_author'))" && rg -c 'LNIX|LNUX' remotes/honeybot/scripts/logs.py || true && rg -c 'postsbCommand' flake.nix || true
! latest -6:-2
scripts/articles/lsa.py
scripts/articles/common.py
flake.nix
nixops.sh
remotes/honeybot/nixos/configuration.nix
remotes/honeybot/scripts/stream.py
remotes/honeybot/scripts/forest.py
remotes/honeybot/scripts/logs.py
.gitattributes
.gitignore
apply.py

  GEAR   COMMAND              RESOLUTION                        TOKEN COST (4 POSTS)
  ====   =======              ==========                        ====================
  1x     posts  -6:-2         Paths + Token/Byte budget ledger            269 tokens
  3x     postsc -6:-2         Paths + Keywords + 1-line Summary          ~550 tokens
  100x   postsb -3:-2         Full raw Markdown article body           74,050 tokens
         (or latest -3:-2)

  CUE / COMMAND                         WHAT POPS ON HONEYBOT :10.0
  =============                         ===========================
  1. Sheet-Music / Forest Bead:
     ("MEDIA", "assets/images/x.jpeg:15") -> Resolves against ~/www/mikelev.in/_site/
     ("MEDIA", "/path/to/clip.mp4:20")    -> Opens borderless mpv / feh (or Firefox
                                             fallback before nixos-rebuild) above HUD
  2. Event-Driven CLI (from Prime):
     ytsay -m /assets/images/x.jpeg ".."  -> Cuts narration, shows optional card,
     ytmedia /assets/images/x.jpeg ".."      pops image/video on :10.0 while speaking!
     ytsay -w "forest.py:25:bimodal" ".." -> Pops live Rich telemetry report on demand!

context.txt
! postsc 30
! rg -c 'ytapp / ytvim|--media' scripts/articles/common.py || true && rg -c 'def conjure_media' remotes/honeybot/scripts/stream.py || true && rg -c '^\s*(mpv|feh)\b' remotes/honeybot/nixos/configuration.nix || true && rg -c 'ytmedia\(\)' flake.nix || true
foo_files.py
scripts/articles/lsa.py
scripts/articles/common.py
flake.nix
nixops.sh
remotes/honeybot/nixos/configuration.nix
remotes/honeybot/scripts/stream.py
remotes/honeybot/scripts/forest.py
remotes/honeybot/scripts/logs.py
apply.py

Target: scripts/articles/common.py
[[[SEARCH]]]
        print("PHASE 4: LIVE OBSERVATORY & AUDIENCE INTERACTION (While Streaming)")
        print(" 12. ytstatus          📡 Check Honeybot OBS PID, port 4455 & timecode")
        print(" 13. ytwatch           👀 Check live viewers & chat (`ytwatch start|log|status|stop`)")
        print("     ytlog             📺 Watch live notification stream (`q` or `Ctrl+b d` to exit)")
        print(" 14. ytsay \"text\"      🎙️ Break in LIVE on-air (`-c \"CARD\"` `-p white_rabbit`)")
        print(" 15. ytping \"text\"     📲 Send ntfy.sh push notification to your phone")
        print(" 16. ytcard            📇 Reprint the full Broadcast Kit for the latest post")
[[[DIVIDER]]]
        print("PHASE 4: LIVE OBSERVATORY & AUDIENCE INTERACTION (While Streaming)")
        print(" 12. ytstatus          📡 Check Honeybot OBS PID, port 4455 & timecode")
        print(" 13. ytwatch           👀 Check live viewers & chat (`ytwatch start|log|status|stop`)")
        print("     ytlog             📺 Watch live notification stream (`q` or `Ctrl+b d` to exit)")
        print(" 14. ytsay \"text\"      🎙️ Break in LIVE on-air (`-c \"CARD\"` `-p white_rabbit` `-m IMG`)")
        print(" 15. ytapp / ytvim     🖥️ Project local FastHTML (:5001) or live Vim onto stream")
        print("     ytmedia <path>    🖼️ Pop up an image or video on Honeybot :10.0 (`ytsay -m`)")
        print(" 16. ytping \"text\"     📲 Send ntfy.sh push notification to your phone")
        print(" 17. yttop [N]         📊 Keyless YouTube channel top videos & streams radar")
        print(" 18. ytcard            📇 Reprint the full Broadcast Kit for the latest post")
[[[REPLACE]]]
Target: scripts/articles/common.py
[[[SEARCH]]]
def send_honeybot_live_message(
    say_text,
    card_label=None,
    patronus_key=None,
    pre_pause=3.0,
    linger=2.5,
    dry_run=False,
):
    """Send a one-shot live operator break-in (.live_message) to Honeybot over SSH."""
    import base64
    import subprocess
    import time
    raw_lines = [ln.strip() for ln in (say_text or "").splitlines() if ln.strip()]
    cli_card = card_label is not None
    cli_patronus = patronus_key is not None
    while raw_lines:
        head_upper = raw_lines[0].upper()
        if head_upper.startswith("CARD:") and not cli_card:
            val = raw_lines.pop(0)[5:].strip()
            if val:
                card_label = f"{card_label}\n{val}" if card_label else val
        elif head_upper.startswith("PATRONUS:") and not cli_patronus:
            patronus_key = raw_lines.pop(0)[9:].strip()
        else:
            break
    clean_say = " ".join(" ".join(raw_lines).split())
    if not clean_say and not card_label and not patronus_key:
        print("Usage: ytsay [-c 'CARD\\nTEXT'] [-p patronus_key] [--pre 3.0] [--linger 2.5] [--clip] [--dry-run] 'Message to speak live'")
        return 1
    if card_label is None:
        resolved_card = "" if patronus_key else "LIVE\nFROM MIKE"
    else:
        resolved_card = str(card_label).replace("\\n", "\n")
    payload = {
        "card": resolved_card,
        "say": clean_say,
        "pre_pause": float(pre_pause),
        "linger": float(linger),
        "sent_at": int(time.time()),
    }
    if patronus_key:
        payload["patronus"] = str(patronus_key).strip()
    payload_json = json.dumps(payload, indent=2)
    if dry_run:
        print("📡 [DRY RUN] Live break-in payload for Honeybot:")
        print(payload_json)
        return 0
    payload_b64 = base64.b64encode(payload_json.encode("utf-8")).decode("ascii")
    res = subprocess.run(
        ["ssh", HONEYBOT_SSH_HOST, "python3", "-", payload_b64],
        input=_HONEYBOT_LIVE_MSG_HELPER,
        text=True,
    )
    if res.returncode == 0:
        preview_card = resolved_card.replace("\n", " | ") if resolved_card else f"PATRONUS:{patronus_key}"
        print(f"🎙️  Card: [{preview_card}] | Say: {clean_say!r}")
    return res.returncode
[[[DIVIDER]]]
def send_honeybot_live_message(
    say_text,
    card_label=None,
    patronus_key=None,
    media_path=None,
    window_spec=None,
    pre_pause=3.0,
    linger=2.5,
    dry_run=False,
):
    """Send a one-shot live operator break-in (.live_message) to Honeybot over SSH."""
    import base64
    import subprocess
    import time
    raw_lines = [ln.strip() for ln in (say_text or "").splitlines() if ln.strip()]
    cli_card = card_label is not None
    cli_patronus = patronus_key is not None
    cli_media = media_path is not None
    cli_window = window_spec is not None
    while raw_lines:
        head_upper = raw_lines[0].upper()
        if head_upper.startswith("CARD:") and not cli_card:
            val = raw_lines.pop(0)[5:].strip()
            if val:
                card_label = f"{card_label}\n{val}" if card_label else val
        elif head_upper.startswith("PATRONUS:") and not cli_patronus:
            patronus_key = raw_lines.pop(0)[9:].strip()
        elif head_upper.startswith(("MEDIA:", "IMAGE:", "VIDEO:")) and not cli_media:
            media_path = raw_lines.pop(0).split(":", 1)[1].strip()
        elif head_upper.startswith("WINDOW:") and not cli_window:
            window_spec = raw_lines.pop(0)[7:].strip()
        else:
            break
    clean_say = " ".join(" ".join(raw_lines).split())
    if not any((clean_say, card_label, patronus_key, media_path, window_spec)):
        print("Usage: ytsay [-c 'CARD\\nTEXT'] [-p patronus_key] [-m image_or_video] [-w window_spec] [--pre 3.0] [--linger 2.5] [--clip] [--dry-run] 'Message to speak live'")
        return 1
    has_visual_override = bool(patronus_key or media_path or window_spec)
    if card_label is None:
        resolved_card = "" if has_visual_override else "LIVE\nFROM MIKE"
    else:
        resolved_card = str(card_label).replace("\\n", "\n")
    payload = {
        "card": resolved_card,
        "say": clean_say,
        "pre_pause": float(pre_pause),
        "linger": float(linger),
        "sent_at": int(time.time()),
    }
    if patronus_key:
        payload["patronus"] = str(patronus_key).strip()
    if media_path:
        payload["media"] = str(media_path).strip()
    if window_spec:
        payload["window"] = str(window_spec).strip()
    payload_json = json.dumps(payload, indent=2)
    if dry_run:
        print("📡 [DRY RUN] Live break-in payload for Honeybot:")
        print(payload_json)
        return 0
    payload_b64 = base64.b64encode(payload_json.encode("utf-8")).decode("ascii")
    res = subprocess.run(
        ["ssh", HONEYBOT_SSH_HOST, "python3", "-", payload_b64],
        input=_HONEYBOT_LIVE_MSG_HELPER,
        text=True,
    )
    if res.returncode == 0:
        if resolved_card:
            preview_card = resolved_card.replace("\n", " | ")
        elif media_path:
            preview_card = f"MEDIA:{media_path}"
        elif window_spec:
            preview_card = f"WINDOW:{window_spec}"
        else:
            preview_card = f"PATRONUS:{patronus_key}"
        print(f"🎙️  Card: [{preview_card}] | Say: {clean_say!r}")
    return res.returncode
[[[REPLACE]]]
Target: scripts/articles/common.py
[[[SEARCH]]]
    parser.add_argument(
        "-p", "--patronus",
        type=str,
        default=None,
        help="Optional figurate ASCII art key (e.g. white_rabbit) for --broadcast say.",
    )
[[[DIVIDER]]]
    parser.add_argument(
        "-p", "--patronus",
        type=str,
        default=None,
        help="Optional figurate ASCII art key (e.g. white_rabbit) for --broadcast say.",
    )
    parser.add_argument(
        "-m", "--media",
        type=str,
        default=None,
        help="Optional image/video path or URL (e.g. /assets/images/slug.jpeg) for --broadcast say.",
    )
    parser.add_argument(
        "-w", "--window",
        type=str,
        default=None,
        help="Optional TUI window spec (e.g. forest.py:30:bimodal) for --broadcast say.",
    )
[[[REPLACE]]]
Target: scripts/articles/common.py
[[[SEARCH]]]
    if cli_args.broadcast == "say":
        msg_text = _read_from_clipboard() if cli_args.clip else " ".join(cli_args.message)
        sys.exit(
            send_honeybot_live_message(
                msg_text,
                card_label=cli_args.card,
                patronus_key=cli_args.patronus,
                pre_pause=cli_args.pre,
                linger=cli_args.linger,
                dry_run=cli_args.dry_run,
            )
        )
[[[DIVIDER]]]
    if cli_args.broadcast == "say":
        msg_text = _read_from_clipboard() if cli_args.clip else " ".join(cli_args.message)
        sys.exit(
            send_honeybot_live_message(
                msg_text,
                card_label=cli_args.card,
                patronus_key=cli_args.patronus,
                media_path=cli_args.media,
                window_spec=cli_args.window,
                pre_pause=cli_args.pre,
                linger=cli_args.linger,
                dry_run=cli_args.dry_run,
            )
        )
[[[REPLACE]]]

Target: remotes/honeybot/scripts/stream.py
[[[SEARCH]]]
    def window(self, payload):
        """Queue a TUI report window overlay so it fires in voice-order on a daemon thread."""
        self.queue.put(("WINDOW", payload))
[[[DIVIDER]]]
    def window(self, payload):
        """Queue a TUI report window overlay so it fires in voice-order on a daemon thread."""
        self.queue.put(("WINDOW", payload))

    def media(self, payload):
        """Queue an image or video popup overlay so it fires in voice-order on a daemon thread."""
        self.queue.put(("MEDIA", payload))
[[[REPLACE]]]
Target: remotes/honeybot/scripts/stream.py
[[[SEARCH]]]
                elif isinstance(item, tuple) and item and item[0] == "WINDOW":
                    win_script, win_dur, win_args = item[1]
                    threading.Thread(
                        target=conjure_window,
                        args=(win_script,),
                        kwargs={"duration": win_dur, "args": win_args},
                        daemon=True,
                    ).start()
                    time.sleep(0.5)
                elif isinstance(item, tuple) and item and item[0] == "RAW":
[[[DIVIDER]]]
                elif isinstance(item, tuple) and item and item[0] == "WINDOW":
                    win_script, win_dur, win_args = item[1]
                    threading.Thread(
                        target=conjure_window,
                        args=(win_script,),
                        kwargs={"duration": win_dur, "args": win_args},
                        daemon=True,
                    ).start()
                    time.sleep(0.5)
                elif isinstance(item, tuple) and item and item[0] == "MEDIA":
                    threading.Thread(
                        target=conjure_media,
                        args=(item[1],),
                        daemon=True,
                    ).start()
                    time.sleep(0.5)
                elif isinstance(item, tuple) and item and item[0] == "RAW":
[[[REPLACE]]]
Target: remotes/honeybot/scripts/stream.py
[[[SEARCH]]]
def conjure_window(script_name, duration=30.0, columns=100, lines=30, args=None):
[[[DIVIDER]]]
MEDIA_OVERLAY_MARKER = "honeybot_media_overlay"

def _resolve_honeybot_media_target(raw_target):
    """Resolve a local path, site-relative '/assets/...' path, or URL on Honeybot."""
    s = str(raw_target or "").strip()
    if not s:
        return ""
    if s.startswith(("http://", "https://", "file://")):
        return s
    site_root = Path(__file__).resolve().parents[1]
    candidates = [
        Path(s).expanduser(),
        site_root / "_site" / s.lstrip("/"),
        site_root / s.lstrip("/"),
        Path("/home/mike/www/mikelev.in/_site") / s.lstrip("/"),
        Path("/home/mike/www/mikelev.in") / s.lstrip("/"),
    ]
    for c in candidates:
        if c.is_file():
            return str(c.resolve())
    return s

def conjure_media(media_spec, duration=15.0, mute=False):
    """Pop up an image or video over the Honeybot :10.0 stream using mpv, feh, or Firefox fallback."""
    if isinstance(media_spec, dict):
        raw_target = str(media_spec.get("path") or media_spec.get("url") or "").strip()
        duration = float(media_spec.get("duration", duration))
        mute = bool(media_spec.get("mute", mute))
    else:
        raw_str = str(media_spec or "").strip()
        if ":" in raw_str and not raw_str.startswith(("http://", "https://", "file://")):
             head, tail = raw_str.rsplit(":", 1)
             try:
                 duration = float(tail.strip())
                 raw_target = head.strip()
             except ValueError:
                 raw_target = raw_str
        else:
            raw_target = raw_str
    target = _resolve_honeybot_media_target(raw_target)
    if not target:
        return
    duration = max(1.0, min(600.0, float(duration)))
    env = os.environ.copy()
    env["DISPLAY"] = env.get("DISPLAY") or ":10.0"
    ext = os.path.splitext(target.split("?", 1)[0])[1].lower()
    is_video = ext in (".mp4", ".webm", ".mkv", ".mov", ".gif")

    proc = None
    tmp_profile = None
    try:
        if is_video and shutil.which("mpv"):
            cmd = [
                "mpv",
                f"--title={MEDIA_OVERLAY_MARKER}",
                "--no-border",
                "--ontop",
                "--geometry=82%x82%+50%+50%",
                "--keep-open=no",
                "--really-quiet",
                f"--length={duration:.1f}",
            ]
            if mute:
                cmd.append("--mute=yes")
            cmd.append(target)
            proc = subprocess.Popen(cmd, env=env, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)
            proc.wait(timeout=duration + 2.0)
        elif not is_video and shutil.which("feh") and not target.startswith(("http://", "https://")):
            cmd = [
                "feh",
                "--title", MEDIA_OVERLAY_MARKER,
                "--borderless",
                "--auto-zoom",
                "--geometry", "1440x810+240+135",
                target,
            ]
            proc = subprocess.Popen(cmd, env=env, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)
            time.sleep(0.4)
            subprocess.run(["wmctrl", "-r", MEDIA_OVERLAY_MARKER, "-b", "add,above"], env=env, check=False)
            proc.wait(timeout=duration)
        elif shutil.which("mpv"):
            cmd = [
                "mpv",
                f"--title={MEDIA_OVERLAY_MARKER}",
                "--no-border",
                "--ontop",
                "--geometry=82%x82%+50%+50%",
                f"--image-display-duration={duration:.1f}",
                "--really-quiet",
                target,
            ]
            proc = subprocess.Popen(cmd, env=env, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)
            proc.wait(timeout=duration + 2.0)
        elif shutil.which("firefox"):
            tmp_profile = tempfile.mkdtemp(prefix=f"{MEDIA_OVERLAY_MARKER}_")
            uri = target if target.startswith(("http://", "https://", "file://")) else Path(target).resolve().as_uri()
            proc = subprocess.Popen(
                ["firefox", "--profile", tmp_profile, "--no-remote", "--new-instance", uri],
                env=env,
                stdout=subprocess.DEVNULL,
                stderr=subprocess.DEVNULL,
            )
            time.sleep(0.8)
            subprocess.run(["wmctrl", "-r", "Mozilla Firefox", "-b", "add,fullscreen,above"], env=env, check=False)
            proc.wait(timeout=duration)
    except subprocess.TimeoutExpired:
        pass
    except Exception:
        pass
    finally:
        if proc and proc.poll() is None:
            try:
                proc.terminate()
                proc.wait(timeout=1.5)
            except Exception:
                try:
                    proc.kill()
                except Exception:
                    pass
        if tmp_profile and os.path.isdir(tmp_profile):
            shutil.rmtree(tmp_profile, ignore_errors=True)

def conjure_window(script_name, duration=30.0, columns=100, lines=30, args=None):
[[[REPLACE]]]
Target: remotes/honeybot/scripts/stream.py
[[[SEARCH]]]
    elif command == "PATRONUS":
        narrator.patronus(content)

    elif command == "WINDOW":
[[[DIVIDER]]]
    elif command == "PATRONUS":
        narrator.patronus(content)

    elif command in ("MEDIA", "IMAGE", "VIDEO"):
        if not pace_say:
            narrator.media(content)
        else:
            conjure_media(content)

    elif command == "WINDOW":
[[[REPLACE]]]
Target: remotes/honeybot/scripts/stream.py
[[[SEARCH]]]
        for pat in ("conjure_window_overlay", "patronus_visual_shield"):
            try:
                subprocess.run(["pkill", "-f", pat], check=False)
            except Exception:
                pass
        pre_pause = float(msg.get("pre_pause", 3.0)) if isinstance(msg, dict) else 3.0
        linger = float(msg.get("linger", 2.5)) if isinstance(msg, dict) else 2.5
        cues = msg.get("cues") if isinstance(msg, dict) else None
        if isinstance(cues, list) and cues:
            rem = pre_pause - (time.time() - t_cut)
            if rem > 0:
                time.sleep(rem)
            for cue_cmd, cue_val in cues:
                dispatch_cue(cue_cmd, cue_val, env, profile_dir, pace_say=True)
            narrator.queue.join()
            return
        card_label = msg.get("card", "") if isinstance(msg, dict) else "LIVE\\nFROM MIKE"
        say_text = msg.get("say", "") if isinstance(msg, dict) else str(msg)
        patronus_key = msg.get("patronus") if isinstance(msg, dict) else None
        hold = float(msg.get("duration", 120.0)) if isinstance(msg, dict) else 120.0
        # Pre-synthesize during the pre-banner silence so the 3.0s palate cleanser
        # absorbs Piper synthesis time and the banner speaks the instant it pops.
        raw_path = narrator.prep_raw(say_text) if say_text else None
        rem = pre_pause - (time.time() - t_cut)
        if rem > 0:
            time.sleep(rem)
        if patronus_key:
            if card_label:
                dispatch_cue("CARD", {"label": card_label, "say": "", "duration": 2.5, "linger": 2.5}, env, profile_dir, pace_say=True)
            conjure_patronus(patronus_key, duration=hold)
            if say_text:
                narrator.play_raw(raw_path, fallback_text=say_text)
                narrator.queue.join()
                if linger > 0:
                    time.sleep(linger)
            else:
                time.sleep(min(hold, max(4.0, linger)))
            try:
                subprocess.run(["pkill", "-f", "patronus_visual_shield"], check=False)
            except Exception:
                pass
        else:
[[[DIVIDER]]]
        for pat in ("conjure_window_overlay", "patronus_visual_shield", MEDIA_OVERLAY_MARKER):
            try:
                subprocess.run(["pkill", "-f", pat], check=False)
            except Exception:
                pass
        pre_pause = float(msg.get("pre_pause", 3.0)) if isinstance(msg, dict) else 3.0
        linger = float(msg.get("linger", 2.5)) if isinstance(msg, dict) else 2.5
        cues = msg.get("cues") if isinstance(msg, dict) else None
        if isinstance(cues, list) and cues:
            rem = pre_pause - (time.time() - t_cut)
            if rem > 0:
                time.sleep(rem)
            for cue_cmd, cue_val in cues:
                dispatch_cue(cue_cmd, cue_val, env, profile_dir, pace_say=True)
            narrator.queue.join()
            return
        card_label = msg.get("card", "") if isinstance(msg, dict) else "LIVE\\nFROM MIKE"
        say_text = msg.get("say", "") if isinstance(msg, dict) else str(msg)
        patronus_key = msg.get("patronus") if isinstance(msg, dict) else None
        media_spec = msg.get("media") if isinstance(msg, dict) else None
        window_spec = msg.get("window") if isinstance(msg, dict) else None
        hold = float(msg.get("duration", 120.0)) if isinstance(msg, dict) else 120.0
        # Pre-synthesize during the pre-banner silence so the 3.0s palate cleanser
        # absorbs Piper synthesis time and the banner speaks the instant it pops.
        raw_path = narrator.prep_raw(say_text) if say_text else None
        rem = pre_pause - (time.time() - t_cut)
        if rem > 0:
            time.sleep(rem)
        if patronus_key or media_spec or window_spec:
            if card_label:
                dispatch_cue("CARD", {"label": card_label, "say": "", "duration": 2.5, "linger": 2.5}, env, profile_dir, pace_say=True)
            if patronus_key:
                conjure_patronus(patronus_key, duration=hold)
            elif media_spec:
                threading.Thread(
                    target=conjure_media,
                    args=(media_spec,),
                    kwargs={"duration": hold},
                    daemon=True,
                ).start()
                time.sleep(0.4)
            elif window_spec:
                threading.Thread(
                    target=dispatch_cue,
                    args=("WINDOW", window_spec, env, profile_dir),
                    kwargs={"pace_say": True},
                    daemon=True,
                ).start()
                time.sleep(0.4)
            if say_text:
                narrator.play_raw(raw_path, fallback_text=say_text)
                narrator.queue.join()
                if linger > 0:
                    time.sleep(linger)
            else:
                time.sleep(min(hold, max(6.0, linger)))
            for pat in ("patronus_visual_shield", "conjure_window_overlay", MEDIA_OVERLAY_MARKER):
                try:
                    subprocess.run(["pkill", "-f", pat], check=False)
                except Exception:
                    pass
        else:
[[[REPLACE]]]
Target: remotes/honeybot/scripts/stream.py
[[[SEARCH]]]
        for pat in ("patronus_visual_shield", "conjure_window_overlay"):
            try:
                subprocess.run(["pkill", "-f", pat], check=False)
            except Exception:
                pass
[[[DIVIDER]]]
        for pat in ("patronus_visual_shield", "conjure_window_overlay", MEDIA_OVERLAY_MARKER):
            try:
                subprocess.run(["pkill", "-f", pat], check=False)
            except Exception:
                pass
[[[REPLACE]]]

Target: remotes/honeybot/nixos/configuration.nix
[[[SEARCH]]]
    # 🎭 THE PROPS (Visuals for the stage)
    cmatrix     # The "Digital Rain"
    fastfetch   # System info display (faster neofetch)
    bc          # Calculator (useful for timing math if needed)
    eza         # tree-command alternative that uses .gitignore as filter
[[[DIVIDER]]]
    # 🎭 THE PROPS (Visuals for the stage)
    cmatrix     # The "Digital Rain"
    fastfetch   # System info display (faster neofetch)
    bc          # Calculator (useful for timing math if needed)
    eza         # tree-command alternative that uses .gitignore as filter
    mpv         # Borderless video/GIF/image overlay player for MEDIA cues
    feh         # Lightweight X11 image viewer for MEDIA cues
[[[REPLACE]]]

Target: flake.nix
[[[SEARCH]]]
          yttop()    { "$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/articles/common.py" --broadcast top   "$@"; }
          ytapp()    { "$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/ytstage.py" app "$@"; }
          ytvim()    { "$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/ytstage.py" vim "$@"; }
[[[DIVIDER]]]
          yttop()    { "$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/articles/common.py" --broadcast top   "$@"; }
          ytmedia()  { "$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/articles/common.py" --broadcast say -m "$@"; }
          ytapp()    { "$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/ytstage.py" app "$@"; }
          ytvim()    { "$PIPULATE_ROOT/.venv/bin/python" "$PIPULATE_ROOT/scripts/ytstage.py" vim "$@"; }
[[[REPLACE]]]

1. Verify the AFTER receipts confirming `ytapp / ytvim` and `--media` in `scripts/articles/common.py`, `def conjure_media` in `remotes/honeybot/scripts/stream.py`, `mpv` and `feh` in `remotes/honeybot/nixos/configuration.nix`, and `ytmedia()` in `flake.nix`.
2. Now that `foo_files.py` is back in context, let's dismount (or bank the full update into `foo_files.py`) covering:
   - The witnessed receipts from October 22 (`two-card-monte` + `seven-at-one-swat` + today's Python slice API, `@MikeLevin` self-chat filter, `[LNIX]`/`[LNUX]` badges, and `MEDIA`/event-driven popup cues), keeping `START RECEIPTS` at its strict 20-line cap.
   - Updated TODOs and earmarks for the `levinux.com` / `levinix.org` DNS & ACME switches, `MikeLevinux` Facebook bridge, and Honeybot `MEDIA` / `ytapp` / `ytvim` live activations.

# # Context 1
# context.txt              # <-- this
# ! postsc 30              # <-- Summaries of last 30 articles
# foo_files.py             # <-- Router file and so much more
# scripts/articles/lsa.py  # <-- 2nd Brain software where slice API is handled
# flake.nix                # <-- Where long dot PY files are made short names

# # Context 2
# context.txt
# ! postsc 30
# ! .venv/bin/python scripts/articles/lsa.py -t 1 -6:-2 --fmt paths 2>/dev/null | awk -F/ '{print $NF} END {print "SLICE_COUNT:" NR}' || echo "SLICE_MISSING"; rg -c 'last_args=\("--slice=' flake.nix || true
# # foo_files.py
# ! posts -15:-2
# scripts/articles/lsa.py
# scripts/articles/common.py
# flake.nix
# # HOME-HOSTED (NOT BEHIND CDN) NGINX WEBSERVER HONEYBOT AI OBSERVATORY
# nixops.sh
# remotes/honeybot/hooks/post-receive
# remotes/honeybot/nixos/configuration.nix
# remotes/honeybot/scripts/stream.py
# remotes/honeybot/scripts/score.py
# remotes/honeybot/scripts/card.py
# remotes/honeybot/scripts/forest.py
# remotes/honeybot/scripts/test_forest.py
# remotes/honeybot/scripts/logs.py
# remotes/honeybot/scripts/content_loader.py
# remotes/honeybot/scripts/db.py

# # Context 3
# context.txt
# ! postsc 30
# ! .venv/bin/python -c "import sys; sys.path.insert(0, 'scripts/articles'); import common; print('SELF_FILTER:', hasattr(common, '_is_self_chat_author'))" && rg -c 'LNIX|LNUX' remotes/honeybot/scripts/logs.py || true && rg -c 'postsbCommand' flake.nix || true
# ! latest -3:-2
# scripts/articles/lsa.py
# scripts/articles/common.py
# flake.nix
# nixops.sh
# remotes/honeybot/nixos/configuration.nix
# remotes/honeybot/scripts/stream.py
# remotes/honeybot/scripts/forest.py
# remotes/honeybot/scripts/logs.py
# .gitattributes
# .gitignore
# apply.py

# Context 4
context.txt
! postsc 30
! rg -c 'ytapp / ytvim|--media' scripts/articles/common.py || true && rg -c 'def conjure_media' remotes/honeybot/scripts/stream.py || true && rg -c '^\s*(mpv|feh)\b' remotes/honeybot/nixos/configuration.nix || true && rg -c 'ytmedia\(\)' flake.nix || true
foo_files.py
scripts/articles/lsa.py
scripts/articles/common.py
flake.nix
nixops.sh
remotes/honeybot/nixos/configuration.nix
remotes/honeybot/scripts/stream.py
remotes/honeybot/scripts/forest.py
remotes/honeybot/scripts/logs.py
apply.py

  TRUSTED LAN (Behind Firewall)          DMZ (Exposed on Ports 80/443)
  =============================          =============================
  [ Pipulate Prime (HP Z640) ]           [ Honeybot (NixOS Laptop) ]
    • Daily workstation                    • Bare-metal Nginx origin server
    • Holds keys & .env vault              • X11 Desktop (:10.0) + OBS Studio
    • Runs `ytsay` / `ytmedia`  ---SSH---> • Pops Alacritty / mpv / feh / Firefox
      `ytapp` / `ytvim`         (One-Way)    above the live Nginx log HUD
                                           • Streams 24/7 to YouTube Live

Target: foo_files.py
[[[SEARCH]]]
# --- START RECEIPTS (newest first; cap 20 lines; a line pushed past the cap is deleted, never moved -- git and the rolling pin are the archive) ---
# 2026-10-21 dismount ONLINE STREAMING ML WITH RIVER, THE ! MARKOV COMPASS, YTAPP/YTVIM STAGE PROJECTORS, AND LEVINUX.COM / LEVINIX.ORG HONEYBOT DOORS (deeds qamy.ai_145-9375a66d.zip through qamy.ai_156-e3504b89.zip; pipulate commits 7a2f7c3, 8e16612, 18ffbef, 42f9895; Gemini 4 Argon High on every turn): 4-lens optical bench (`Markov/river` -> `Wire Harvest` -> `LLM` -> `Coachman`), 9-step Jekyll pipeline token-minimization table, Daniel Keyes's *Flowers for Algernon* vs. `patch`/`app`/`d`/`m` ratchet, Jackie Stewart's mechanical sympathy, Nick Bostrom's paperclip maximizer vs. Shakespeare-trained LLMs, and Jim Simons / Leonard Baum / Peter Brown / Robert Mercer Medallion Fund Markov chains articulated; 30-and-3 ideation pass executed across 4 project vectors; built `scripts/markov.py` + `markovCommand` in `flake.nix` (`! markov` 1st/2nd-order Markov transition matrix + `river` EWMA, `ADWIN` drift, and `LinearRegression` over 1,561 `_context` shards or any numeric/categorical series file); built `scripts/ytstage.py` (`ytapp` SSH reverse-tunnel `15001->5001` + Honeybot `:10.0` fullscreen Firefox stage and `ytvim` `script -q -f` ANSI stream into Honeybot `:10.0` fullscreen Alacritty); staged `remotes/honeybot/www/levinux.com/{index.html,index.md}` and `remotes/honeybot/www/levinix.org/{index.html,index.md}` plus `virtualHosts."levinux.com"` and `virtualHosts."levinix.org"` in `remotes/honeybot/nixos/configuration.nix` and `nixops.sh` (with `~/.cache/pipulate/levinux-assets` outside git); wired all 8 `blogs.nix` `write_post` aliases in `flake.nix`. WITNESSED: `/nix/store/lp2bn8lzlyjjk6dbggqna9kcw2yf6bzv-markov/bin/markov` executing in 2.0000s (1,561 shards, 4,177 states, EWMA 58,727 tok/post), `ytstage.py app/vim --dry-run` green, `YTSTAGE_EXISTS` (4 flake matches) and `LEVINIX_TREE_READY` (1 vhost match), Ruff clean, deed qamy.ai_156-e3504b89.zip.
[[[DIVIDER]]]
# --- START RECEIPTS (newest first; cap 20 lines; a line pushed past the cap is deleted, never moved -- git and the rolling pin are the archive) ---
# 2026-10-22 dismount THE 3-GEAR PYTHON SLICE API, @MIKELEVIN SELF-CHAT FILTER, [LNIX]/[LNUX] HUD BADGES, AND HONEYBOT MEDIA POPUPS (deeds qamy.ai_170-45699f50.zip through qamy.ai_186-d459e115.zip; pipulate commits 8a2d7a1, 5dd4736, b1dd518, 53f8891, 2b6a874, 35a10a9, 1b8775b, 4da774f, 3937c97, 65755d3; Gemini 4 Argon High on every turn): Daniel Kahneman's System 1 vs. System 2 cognitive surface area, *The Greatest American Hero* vs. the Finding Dory Protocol, KV-cache session state vs. stateless Prompt Fu compilation, and Frank Morgan's 5 Oz roles (vs. W.C. Fields / Ed Wynn) + Howard Strickling's L. Frank Baum thrift-store coat publicity legend articulated; added `_normalize_slice_argv()` and bracket-optional `parse_slice_arg()` in `scripts/articles/lsa.py` plus slice forwarding and `postsbCommand` (`postsb`) / `postc` in `flake.nix` so `posts`, `postsc`, `postsb`, `latest`, `rgx`, and `rgxc` share a unified 3-gear Python slice grammar (`-6:-2`, `-3:-2`, `-2`); added `_is_self_chat_author()` in `scripts/articles/common.py` to suppress `@MikeLevin` self-comment `ntfy.sh` pings; added `_has_unclosed_shell_quote_or_backslash()` in `apply.py`; added `[LNIX]` (`levinix.org`) and `[LNUX]` (`levinux.com`) host badges in `remotes/honeybot/scripts/logs.py`; wired `conjure_media()` + `("MEDIA", ...)` cues in `remotes/honeybot/scripts/stream.py`, `mpv` and `feh` in `remotes/honeybot/nixos/configuration.nix`, and `-m`/`--media` + `-w`/`--window` in `ytsay` (`ytmedia` and `yttop` in `flake.nix`). WITNESSED: `SLICE_COUNT:0` -> `SLICE_COUNT:4` (`! latest -3:-2` hydrating 74,050 tokens in 0.3655s), `SELF_FILTER: False -> True`, `LNIX|LNUX` 0 -> 2, `postsbCommand` 0 -> 2, `ytapp/ytvim|--media` 0 -> 2, `conjure_media` 0 -> 1, `mpv|feh` 0 -> 2, `ytmedia()` 0 -> 1, Ruff clean, deed qamy.ai_186-d459e115.zip.
# 2026-10-22 dismount SEVEN-AT-ONE-SWAT SPATIAL MYELINATION AND TWO-CARD MONTE PIPER-TTS / LIBRUBY ABI JEKYLL FLAKE FIX (deeds qamy.ai_157 through qamy.ai_169; Gemini 4 Argon High on every turn): re-architected `~/repos/nixos/autognome.py` 7-screen GNOME X11 workspace continuum (`swatCommand` / `! swat` in `flake.nix`) for spatial muscle memory and edge-bounce ergonomics, and resolved the dual-fault `trimnoir` Jekyll flake breakage caused by an upstream Python 3.14 `pyopenjtalk-plus` test failure pulled in by `piper-tts` and a stale `.gem` `libruby.so` C-extension ABI mismatch (`# § THE NULL-STATE VERDICT OVER THE CRASH`, `# § TRIM THE GUEST FLAKE`). WITNESSED: `2026-10-22-seven-at-one-swat-spatial-myelination-autognome-x11.md` and `2026-10-22-two-card-monte-piper-tts-libruby-abi-jekyll-flake.md` published and indexed in `postsc 30`, `swatCommand` live in `flake.nix`, Ruff clean.
# 2026-10-21 dismount ONLINE STREAMING ML WITH RIVER, THE ! MARKOV COMPASS, YTAPP/YTVIM STAGE PROJECTORS, AND LEVINUX.COM / LEVINIX.ORG HONEYBOT DOORS (deeds qamy.ai_145-9375a66d.zip through qamy.ai_156-e3504b89.zip; pipulate commits 7a2f7c3, 8e16612, 18ffbef, 42f9895; Gemini 4 Argon High on every turn): 4-lens optical bench (`Markov/river` -> `Wire Harvest` -> `LLM` -> `Coachman`), 9-step Jekyll pipeline token-minimization table, Daniel Keyes's *Flowers for Algernon* vs. `patch`/`app`/`d`/`m` ratchet, Jackie Stewart's mechanical sympathy, Nick Bostrom's paperclip maximizer vs. Shakespeare-trained LLMs, and Jim Simons / Leonard Baum / Peter Brown / Robert Mercer Medallion Fund Markov chains articulated; 30-and-3 ideation pass executed across 4 project vectors; built `scripts/markov.py` + `markovCommand` in `flake.nix` (`! markov` 1st/2nd-order Markov transition matrix + `river` EWMA, `ADWIN` drift, and `LinearRegression` over 1,561 `_context` shards or any numeric/categorical series file); built `scripts/ytstage.py` (`ytapp` SSH reverse-tunnel `15001->5001` + Honeybot `:10.0` fullscreen Firefox stage and `ytvim` `script -q -f` ANSI stream into Honeybot `:10.0` fullscreen Alacritty); staged `remotes/honeybot/www/levinux.com/{index.html,index.md}` and `remotes/honeybot/www/levinix.org/{index.html,index.md}` plus `virtualHosts."levinux.com"` and `virtualHosts."levinix.org"` in `remotes/honeybot/nixos/configuration.nix` and `nixops.sh` (with `~/.cache/pipulate/levinux-assets` outside git); wired all 8 `blogs.nix` `write_post` aliases in `flake.nix`. WITNESSED: `/nix/store/lp2bn8lzlyjjk6dbggqna9kcw2yf6bzv-markov/bin/markov` executing in 2.0000s (1,561 shards, 4,177 states, EWMA 58,727 tok/post), `ytstage.py app/vim --dry-run` green, `YTSTAGE_EXISTS` (4 flake matches) and `LEVINIX_TREE_READY` (1 vhost match), Ruff clean, deed qamy.ai_156-e3504b89.zip.
[[[REPLACE]]]
Target: foo_files.py
[[[SEARCH]]]
# 2026-10-15 dismount THE GOLDEN AGE OF AI COMPLEMENTARITY AND THE 8-TARGET BLOG CENSUS (deeds qamy.ai_103-7d80c2e9.zip through qamy.ai_106-4e191f38.zip; Gemini 4 Argon High on every turn): OpenAI's Oct 6, 2026 722-manuscript math release (~42% in Lean 4) and Oct 7 retraction of 3 unformalized Hodge-conjecture K3/Weil-class papers over a +1 vs. -1 stabilization-trace sign error mapped against Terence Tao's Math 2.0 lecture, Alex Kontorovich's Rutgers endorsement, and Eric Weinstein / Pia Malaney's AI complementarity thesis; Whitehead & Russell's Principia Mathematica (1910), Church's lambda calculus, Martin-Löf's dependent types, Coquand & Huet's CIC (Rocq/Lean 4), and Eelco Dolstra's Nix unified via Curry-Howard correspondence and Church-Turing completeness; Leibniz's dx/dy infix overloading contrasted with SymPy and Lisp S-expressions; Commodore Amiga hardware heroics (Jay Miner, Jeff Porter, David Haynie) and NewTek Video Toaster / LightWave 3D render farms (Babylon 5's 24 Amiga 2000s, seaQuest DSV's 40+ Amigas) paired with Gibson/Barres/Monje BDNF-TrkB adaptive myelination (2014) and Knowles/Monje value-agnostic myelination (2025); blogs.nix (247 lines, 1 private + 7 public targets) readiness census completed. WITNESSED: 8 targets in blogs.json (ports 4001-4008), repos PRESENT for 1-3 and MISSING for 4-8, tapes PRESENT for 1-2 and MISSING for 3-8, write_post aliases in flake.nix still at 4 (article, grim, vault, bot), Honeybot virtualHosts at 3 (npvg.org, qamy.ai, mikelev.in), DNS_MATCH on mikelev.in and qamy.ai with DNS_NEEDED on 5 domains, deed qamy.ai_106-4e191f38.zip.
# 2026-10-14 dismount THE MATHJAX FINDER-DOUBLER, LATEX TRANSPORT ESCAPES, AND TICK-TOCK (deeds qamy.ai_77-1c00dab9.zip through qamy.ai_82-1def4fcb.zip; commits 06f55cae, 13b2c141; Gemini 4 Argon High on every turn): paired Neovim single-to-double dollar MathJax workflow (<leader>d in normal mode for find_next_mathjax_candidate and visual mode for double_mathjax_dollars) landed in init.lua (13b2c141) using shadow-masked pair walking (transform_mathjax_line) to skip fenced code blocks, inline backticks, currency ($20/mo, $30-$60), and existing double-dollar blocks; Web UI LaTeX filter caught stripping 16 newlines between adjacent dollar-sign patterns in 06f55cae and neutralized via Lua decimal ASCII escapes (\36 for dollar, \96 for backtick; THE LATEX TRANSPORT COLLISION); Hickory Dickory Dock escapements, L. Frank Baum's three-key Tik-Tok of Oz (1907), Intel's Tick-Tock cycle, N vs. N.d model versioning, Daniel Keyes's 1959/1966 Flowers for Algernon, Philip K. Dick's palimpsest, and Vasili Arkhipov (B-59, 1962) articulated. WITNESSED: rg \$\$ init.lua 9 -> 0, headless Neovim torture test DOUT:5, live <F2> + \d converting 3 spans (+6 B) in 2026-10-14-fermions-bosons-dax-symbiont-forget-kata.md with 26 remaining candidates identified, git status clean, Ruff clean, deed qamy.ai_82-1def4fcb.zip.
# --- END RECEIPTS ---
[[[DIVIDER]]]
# 2026-10-15 dismount THE GOLDEN AGE OF AI COMPLEMENTARITY AND THE 8-TARGET BLOG CENSUS (deeds qamy.ai_103-7d80c2e9.zip through qamy.ai_106-4e191f38.zip; Gemini 4 Argon High on every turn): OpenAI's Oct 6, 2026 722-manuscript math release (~42% in Lean 4) and Oct 7 retraction of 3 unformalized Hodge-conjecture K3/Weil-class papers over a +1 vs. -1 stabilization-trace sign error mapped against Terence Tao's Math 2.0 lecture, Alex Kontorovich's Rutgers endorsement, and Eric Weinstein / Pia Malaney's AI complementarity thesis; Whitehead & Russell's Principia Mathematica (1910), Church's lambda calculus, Martin-Löf's dependent types, Coquand & Huet's CIC (Rocq/Lean 4), and Eelco Dolstra's Nix unified via Curry-Howard correspondence and Church-Turing completeness; Leibniz's dx/dy infix overloading contrasted with SymPy and Lisp S-expressions; Commodore Amiga hardware heroics (Jay Miner, Jeff Porter, David Haynie) and NewTek Video Toaster / LightWave 3D render farms (Babylon 5's 24 Amiga 2000s, seaQuest DSV's 40+ Amigas) paired with Gibson/Barres/Monje BDNF-TrkB adaptive myelination (2014) and Knowles/Monje value-agnostic myelination (2025); blogs.nix (247 lines, 1 private + 7 public targets) readiness census completed. WITNESSED: 8 targets in blogs.json (ports 4001-4008), repos PRESENT for 1-3 and MISSING for 4-8, tapes PRESENT for 1-2 and MISSING for 3-8, write_post aliases in flake.nix still at 4 (article, grim, vault, bot), Honeybot virtualHosts at 3 (npvg.org, qamy.ai, mikelev.in), DNS_MATCH on mikelev.in and qamy.ai with DNS_NEEDED on 5 domains, deed qamy.ai_106-4e191f38.zip.
# --- END RECEIPTS ---
[[[REPLACE]]]
Target: foo_files.py
[[[SEARCH]]]
# - LANDED (2026-10-21, P0.13 LIVE NEOVIM & FASTHTML WEB APP DROP-IN ON HONEYBOT STREAM, deed 156): Added `scripts/ytstage.py` and `ytapp` / `ytvim` wrappers in `flake.nix` (`ytapp` opens SSH reverse tunnel `15001->5001` + fullscreen Firefox on Honeybot `:10.0` with optional `--say` TTS intro; `ytvim` streams local terminal/Neovim via `script -q -f` into fullscreen Alacritty on Honeybot `:10.0`); OWED: live on-air test of `ytapp` (with Ghost Driver) and `ytvim`.
# - LANDED (2026-10-21, P0.14 LEVINUX.COM & LEVINIX.ORG STAGED ON HONEYBOT WITH RFC 9110 MARKDOWN, deed 156): Staged `remotes/honeybot/www/levinux.com/{index.html,index.md}` and `remotes/honeybot/www/levinix.org/{index.html,index.md}`, added `virtualHosts."levinux.com"` and `virtualHosts."levinix.org"` in `remotes/honeybot/nixos/configuration.nix` and `nixops.sh` (caching vendor assets in `~/.cache/pipulate/levinux-assets`), and wired all 8 `blogs.nix` `write_post` aliases in `flake.nix`; OWED: run `./nixops.sh` + Honeybot `nixos-rebuild switch`, point DNS `A` records for `levinux.com` and `levinix.org` to Honeybot, and flip `forceSSL`/`enableACME` to `true`.
[[[DIVIDER]]]
# - LANDED (2026-10-21, P0.13 LIVE NEOVIM & FASTHTML WEB APP DROP-IN ON HONEYBOT STREAM, deed 156): Added `scripts/ytstage.py` and `ytapp` / `ytvim` wrappers in `flake.nix` (`ytapp` opens SSH reverse tunnel `15001->5001` + fullscreen Firefox on Honeybot `:10.0` with optional `--say` TTS intro; `ytvim` streams local terminal/Neovim via `script -q -f` into fullscreen Alacritty on Honeybot `:10.0`); OWED: live on-air test of `ytapp` (with Ghost Driver) and `ytvim`.
# - LANDED (2026-10-21, P0.14 LEVINUX.COM & LEVINIX.ORG STAGED ON HONEYBOT WITH RFC 9110 MARKDOWN & [LNIX]/[LNUX] HUD BADGES, deeds 156 & 186): Staged `remotes/honeybot/www/levinux.com/{index.html,index.md}` and `remotes/honeybot/www/levinix.org/{index.html,index.md}`, added `virtualHosts."levinux.com"` and `virtualHosts."levinix.org"` in `remotes/honeybot/nixos/configuration.nix` and `nixops.sh` (caching vendor assets in `~/.cache/pipulate/levinux-assets`), wired `[LNIX]` and `[LNUX]` host badges in `remotes/honeybot/scripts/logs.py`, and wired all 8 `blogs.nix` `write_post` aliases in `flake.nix`; OWED: run `./nixops.sh` + Honeybot `nixos-rebuild switch`, point DNS `A` records for `levinux.com` and `levinix.org` to Honeybot (plus `levinix.com` redirect to `levinix.org`), flip `forceSSL`/`enableACME` to `true`, and post the "Drink Me" `LPvg` -> `NPvg` bridge update on `facebook.com/mikelevinux`.
# - LANDED (2026-10-22, P0.15 3-GEAR PYTHON SLICE API, @MIKELEVIN SELF-CHAT FILTER, & HONEYBOT MEDIA / EVENT-DRIVEN POPUPS, deed 186): Unified Python slice/index addressing (`-6:-2`, `-3:-2`, `-2`) across `posts`, `postsc` (`postc`), `postsb`, `latest`, `rgx`, and `rgxc` in `scripts/articles/lsa.py` and `flake.nix`; added `_is_self_chat_author()` in `scripts/articles/common.py`; fixed quote-state checking in `apply.py`; and wired `conjure_media()` (`mpv`/`feh`/Firefox fallback) + `("MEDIA", ...)` cues in `remotes/honeybot/scripts/stream.py` and `-m`/`--media` + `-w`/`--window` in `ytsay` (`ytmedia` in `flake.nix`); OWED: live on-air test of `ytmedia` / `("MEDIA", ...)` after `./nixops.sh`.
[[[REPLACE]]]

context.txt
foo_files.py
! postsc 30
! markov
! latest
nixops.sh
remotes/honeybot/nixos/configuration.nix
remotes/honeybot/scripts/stream.py
remotes/honeybot/scripts/forest.py
remotes/honeybot/scripts/logs.py
scripts/articles/common.py
scripts/ytstage.py

Turn 1,571 plain-text articles into a 3-gear zoom lens with Python slice CLI syntax (-6:-2), filter self-chat pings, and pop live media across a LAN-to-DMZ broadcast stage.
https://mikelev.in/futureproof/python-slice-corpus-zoom-ytmedia-honeybot/
#Python #NixOS #CLI

A wide 16:9 graphic-novel ink-and-wash illustration set against a deep obsidian-slate (#111111) environment extending continuously to every canvas edge. Vertically centered in the middle of the composition is a precision-machined brass and cyan-glass three-gear optical turret lens mounted over a glowing mechanical terminal rail. Through the turret's three rotating apertures, a long chronological ribbon of 1,500 illuminated parchment cards is sliced cleanly into three distinct beams of resolution: thin index filaments on the left, compact prismatic data shards in the center, and a rich holographic projection stage on the right where a glowing wireframe monitor floats above a fortified network moat. High-contrast amber and electric-cyan rim lighting, crisp architectural linework, and rich atmospheric washes throughout. Full-bleed edge-to-edge composition filling 100% of the canvas with no borders, no frames, no matting, no margins, and no text overlays or lettering.