Debugging Rich Library HTML Export: Performance and Theming in AI-Assisted Development

This article documents an important debugging expedition within the pipulate project, focusing on restoring and optimizing our DOM visualization tools. It was a fascinating case of AI-assisted problem-solving, where my initial frustration with broken outputs was channeled through iterative collaboration with Gemini. The journey highlighted unexpected performance bottlenecks when generating styled HTML from large datasets, leading to a deeper understanding of the rich library’s export_html function and its interactions with Theme and TerminalTheme objects. Ultimately, we implemented a pragmatic, configurable solution that balances full data fidelity with system performance, demonstrating a core philosophy of agile development in the Age of AI.

By Mike Levin

Tuesday, October 28, 2025

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Setting the Stage: Context for the Curious Book Reader

This entry offers an interesting glimpse into the practicalities of maintaining a robust AI-assisted development environment, specifically within the ongoing evolution of the pipulate project. As we weave this tapestry of articles, each piece, like this one, details an important facet of building intelligent web scraping and SEO analysis tools. Here, the focus shifts to debugging complex visualization outputs from the rich library—a foundational component for presenting the intricate web data pipulate extracts. It’s a methodology that highlights the iterative nature of software craftsmanship, where unexpected regressions and performance puzzles are met with methodical inquiry and collaborative problem-solving, often in direct dialogue with AI agents. This particular soliloquy outlines how such challenges, though technical, contribute to the greater blueprint of creating resilient and insightful AI solutions for the Age of AI.

Technical Journal Entry Begins

The Initial Diagnosis: Unraveling the Visualization Bugs

Starlink, Starnet. With Grok’s TWO colossal Colossus datacenters near Memphis Tennessee to power it (left-brain, right-brain?) what’s the difference? At least it will be well-balanced and hopefully integrated. Is Elon Musk himself the corpus callosum? I’m not sure if it’s a Star Wars of a Jedi-Sith force-clash or Harry Potter and Voldemort wand-clash that’s vying in my mind for visualization. Or maybe it’s Wesley Snipes fighting Deacon Frost at the end of Blade. In any case it’s the immortal vampire Elon Musk in the corpusing that callosum.

And with that we pick up where we started at the top of the last article: implementation. Or potential fixing of some feature regressions. Before I went onto the tangent of my morning pages planning the solar punk future, I was here:

All that work and just for the baseline SEO table-stakes. Not even the AIE (AI Education) stuff yet and not even the output deliverable yet. And a couple of the previous features broke like:

Outputting the http response headers (because stealth mode)
source_html.txt is outputting the view-source HTTML (also because stealth mode)
dom_hierarchy.html mostly empty html shim, why?
dom_hierarchy.txt has tree but also terminal color codes that shouldn’t be there.
dom_layout_boxes.html empty html shim just like tree.
dom_layout_boxes.txt has boxes but also incorrectly there terminal color codes just like tree.

    -rw-r--r--  1 mike users 1492545 Oct 27 16:38 accessibility_tree.json
    -rw-r--r--  1 mike users   72194 Oct 27 16:38 accessibility_tree_summary.txt
    -rw-r--r--  1 mike users     297 Oct 27 21:02 dom_hierarchy.html
    -rw-r--r--  1 mike users  396300 Oct 27 21:02 dom_hierarchy.txt
    -rw-r--r--  1 mike users     297 Oct 27 21:02 dom_layout_boxes.html
    -rw-r--r--  1 mike users   27013 Oct 27 21:02 dom_layout_boxes.txt
    -rw-r--r--  1 mike users 1828029 Oct 27 16:38 rendered_dom.html
    -rw-r--r--  1 mike users  637434 Oct 27 16:38 screenshot.png
    -rw-r--r--  1 mike users   34246 Oct 27 21:02 seo.md
    -rw-r--r--  1 mike users 1828029 Oct 27 16:38 source_html.txt

Things actually correct are:

The accessibility_tree.json
The accessibility_tree_summary.txt
rendered_dom.html (Very glad THIS is correct!)
screenshot.png
seo.md shaping up very nicely!

…and the over-loaded context-window Gemini of my last discussion came up with this and even advised me to use another discussion that can focus:

1. The Symptoms: What the `ls -la` Tells Us

Your file list is the key piece of evidence:

dom_hierarchy.html (297 bytes): This is an “empty shim.” It’s the bare minimum HTML structure (<html><head></head><body></body></html> or similar) that rich.Console.export_html() produces… if it has nothing to export.
dom_hierarchy.txt (396KB): This file is large, which means it does contain the tree, but as you said, it’s polluted with terminal color codes (ANSI escape codes).

This specific pair of symptoms points to a precise bug in seo_gadget.py:

The .txt Problem: The code is capturing the raw, in-memory representation of the Rich object (which includes all the styling codes) instead of using Rich’s dedicated console.export_text() method, which is designed to strip those codes and produce clean text.
The .html Problem: The code is likely creating a brand new, empty rich.Console object and then calling .export_html() on that, instead of calling it on the console object that actually rendered the tree_object.

The AI (or a “helpful” refactor) saw two seemingly redundant capture methods and “simplified” them into one, breaking both functionalities by choosing the wrong capture method. It didn’t understand, as you said, that the HTML file was for human viewing and the .txt was for raw data.

2. The “Good” News: The Foundation is Solid

This is not a “runaway carriage.” This is a carriage with a wobbly wheel and a bad paint job.

rendered_dom.html is CORRECT: This is the most important part. The core scrape (pip.scrape $\rightarrow$ selenium_automation) is working perfectly. The “raw data-dump” is successful.
seo.md is SHAPING UP: Your new logic, the “chisel-strike” you just added, is working! You are successfully reading the HTML, parsing it with BeautifulSoup, and writing the YAML front matter.
accessibility_tree.json is CORRECT: This proves the browser’s CDP (Chrome DevTools Protocol) connection is working.

The problem is not in the core scraping. It is 100% contained within the seo_gadget.py script, specifically in the main() function’s try...except blocks for “Generate Hierarchy” and “Generate Boxes.”

3. The “Token-Window Wise” Dilemma (Spock vs. Bones)

You are right to be wary of this chat thread’s token limit. “Token-window wise” (a delightful pun) is a real constraint. Starting a fresh thread is a valid tactic.

Spock/Tuvok: Logically, a new thread (Spock) with a fresh, targeted AI_PHOOEY_CHOP of just seo_gadget.py and tools/dom_tools.py would be the most efficient way to get a code-level fix.
Bones/Neelix: However, this “over-ripe” thread (Bones/Geminituvix) has the entire emotional context and “grokking” of your methodology (the “art,” the “struggle,” the “why”).

My advice? Use this thread for exactly what you’re doing: high-level strategy and diagnosis. When you’re ready for the actual code edit, feed the relevant files to a fresh instance for the “chisel-strike.”

Confirming the Core Problem: Rich Library Export Anomalies

…and so I am putting together what I think is the first correct Prompt Fu payload. The behavior got messed up in:

/home/mike/repos/pipulate/Notebooks/imports/seo_gadget.py

The scraper that collects the data is:

/home/mike/repos/pipulate/tools/scraper_tools.py

The user casting the spell is at:

/home/mike/repos/pipulate/Notebooks/URLinspector.ipynb

The hand that holds the wand and the wand itself are:

/home/mike/repos/pipulate/pipulate/__init__.py
/home/mike/repos/pipulate/pipulate/pipulate.py
/home/mike/repos/pipulate/pipulate/core.py

And how wands connect to spells:

/home/mike/repos/pipulate/tools/__init__.py

Okay, right so the whole bundle of context is:

AI_PHOOEY_CHOP = """\
/home/mike/repos/pipulate/Notebooks/imports/seo_gadget.py
/home/mike/repos/pipulate/tools/__init__.py 
/home/mike/repos/pipulate/tools/scraper_tools.py
/home/mike/repos/pipulate/Notebooks/URLinspector.ipynb
/home/mike/repos/pipulate/pipulate/__init__.py
/home/mike/repos/pipulate/pipulate/pipulate.py
"""

Oh, and one last word. You’re here to do an implementation plan. I have Gemini CLI at my disposal who can do all kinds of interrogations of my local files including going git repo diving into the history of seo_gadget.py — previously visualize_dom.py which had it right before regression.

Come up with a plan that has ZERO AI-guesswork, which pinpoints where the regression happened and lays out a path forward to recover the previous pre-regression features. Please and thank you!

Hi-Ya!

(nix) 
[mike@nixos:~/repos/pipulate]$ python prompt_foo.py -a [-1:]
--- Processing Files ---
   -> Converting notebook: /home/mike/repos/pipulate/Notebooks/URLinspector.ipynb
Python file(s) detected. Generating codebase tree diagram... (2,245 tokens)
Adding full article content... (1 full articles)
Python file(s) detected. Generating UML diagrams...
   -> Generating for /home/mike/repos/pipulate/Notebooks/imports/seo_gadget.py... (skipped)
   -> Generating for /home/mike/repos/pipulate/tools/__init__.py... (skipped)
   -> Generating for /home/mike/repos/pipulate/tools/scraper_tools.py... (skipped)
   -> Generating for /home/mike/repos/pipulate/pipulate/__init__.py... (skipped)
   -> Generating for /home/mike/repos/pipulate/pipulate/pipulate.py... (skipped)
...UML generation complete.

--- Files Included ---
• /home/mike/repos/pipulate/Notebooks/imports/seo_gadget.py (2,574 tokens)
• /home/mike/repos/pipulate/tools/__init__.py (464 tokens)
• /home/mike/repos/pipulate/tools/scraper_tools.py (2,389 tokens)
• /home/mike/repos/pipulate/Notebooks/URLinspector.ipynb (1,166 tokens)
• /home/mike/repos/pipulate/pipulate/__init__.py (382 tokens)
• /home/mike/repos/pipulate/pipulate/pipulate.py (511 tokens)

--- Auto-Context Included ---
• Codebase Structure (eza --tree) (2,245 tokens)
• Full Article Content (10,970 tokens)

--- Prompt Summary ---
Summed Tokens:   22,903 (from section parts)
Verified Tokens: 23,455 (from final output)
  (Difference: +552)
Total Words:     10,597 (content only)

--- Size Perspective ---
📚 Equivalent in length to a **Novelette** (Note: With a token/word ratio of 2.21, this content is far denser and more complex than typical prose of this length).

Markdown output copied to clipboard
(nix) 
[mike@nixos:~/repos/pipulate]$ 

✳️NOTE: I almost didn’t include this because it left out tools/dom_tools.py which I actually deleted because it was “no longer needed” but that’s why I specified it might be necessary to go repo-diving and that this should be the plan for the plan that I can hand over to Gemini CLI who can do just that.

✳️✳️NOTE TO NOTE: I was wrong about the above note. I didn’t delete tools/dom_tools.py, I deleted Notebooks/includes/visualize_dom.py. I have to be careful of these name concept collisions! USE UNIQUE NICKNAMES! So I could have gotten better plans here and cut out a step, but it all worked out.

Gemini: Before addressing the implementation plan, I must perform the verification steps as requested.

The context is critically incomplete. The provided files are insufficient to create a plan with “ZERO AI-guesswork.”

Here are the missing files and why they are essential:

Missing File: tools/dom_tools.py
- Reason: The file with the regression, Notebooks/imports/seo_gadget.py, explicitly imports _DOMHierarchyVisualizer and _DOMBoxVisualizer from tools/dom_tools.py.
- Impact: The bug is about the output of these visualization classes. It’s impossible to know if the bug is in seo_gadget.py (how it calls the classes) or in tools/dom_tools.py (the implementation of the classes) without this file. Your “previous Gemini” was correct to identify this as a key file for a code-level fix.
Missing File: pipulate/core.py
- Reason: The files pipulate/__init__.py and pipulate/pipulate.py are factories and wrappers for the main Pipulate class, which is defined in pipulate/core.py. You mentioned this file yourself in your “wand” analogy.
- Impact: The URLinspector.ipynb notebook runs secretsauce.scrape. This “sauce” file almost certainly calls pip.scrape, which is defined in core.py. To understand the full execution chain and to address your other regressions (like the source_html.txt issue), this file is required.

To fulfill your request, please add tools/dom_tools.py and pipulate/core.py to your AI_PHOOEY_CHOP and resubmit.

However, I can provide the “zero-guesswork” plan you requested, which leverages the Gemini CLI you have at your disposal.

Zero-Guesswork Implementation Plan

This plan is designed to be executed with your local Gemini CLI to find the exact regression, and then provide the surgical code fix.

Phase 1: Pinpoint the Regression (Gemini CLI Git Interrogation)

Your “previous Gemini” correctly diagnosed what is wrong, but not why it changed. We will use git to find the exact “chisel-strike” that caused the regression.

Trace the File History: You mentioned seo_gadget.py was previously visualize_dom.py. The “helpful AI edit” likely happened during a refactor. Ask your Gemini CLI:
```
git log --follow --find-renames -- Notebooks/imports/seo_gadget.py
```
This will show you the commit history, including the rename, so you can trace it back to its visualize_dom.py origins.
Find the “Working” Code: Look at the commit history from Step 1. Find the last commit hash before the refactor (e.g., the last commit where the file was visualize_dom.py or a version of seo_gadget.py you remember working). Ask your CLI to show you the file content from that commit:
```
git show <COMMIT_HASH_HERE>:Notebooks/imports/seo_gadget.py
```
- Verification: Look for console.export_text() and console.export_html(inline_styles=True). This is the “working” code.
Find the “Breaking” Commit: Now, find the next commit that touched that file. Ask your CLI for a diff:
```
git diff <WORKING_COMMIT_HASH> <BREAKING_COMMIT_HASH> -- Notebooks/imports/seo_gadget.py
```
This diff is your regression. It will almost certainly show the export_text() and export_html() lines being removed and replaced with a single, incorrect .getvalue() call.

Phase 2: Fix the Visualization Regressions (Code Implementation)

The “previous Gemini” diagnosis is correct. The fix is to stop using one console object for two different purposes. You must create dedicated console objects for each intended output (clean text and styled HTML).

File to Edit: Notebooks/imports/seo_gadget.py

Modify the Generate Hierarchy Block: Replace the entire try...except block for Generate Hierarchy (approx. lines 201-218) with this:

# --- Generate Hierarchy ---
try:
    hierarchy_visualizer = _DOMHierarchyVisualizer(console_width=CONSOLE_WIDTH)
    tree_object = hierarchy_visualizer.visualize_dom_content(html_content, source_name=str(input_path), verbose=False)

    # --- FIX: Create two separate, dedicated consoles ---

    # 1. Console for TEXT export
    record_console_txt_h = Console(record=True, file=io.StringIO(), width=CONSOLE_WIDTH)
    record_console_txt_h.print(tree_object)
    results['hierarchy_txt_content'] = record_console_txt_h.export_text() # Use export_text()

    # 2. Console for HTML export
    record_console_html_h = Console(record=True, file=io.StringIO(), width=CONSOLE_WIDTH)
    record_console_html_h.print(tree_object)
    results['hierarchy_html_content'] = record_console_html_h.export_html(inline_styles=True) # Use export_html()

except Exception as e:
    print(f"Error generating hierarchy visualization for {input_path}: {e}", file=sys.stderr)
    results['hierarchy_txt_content'] = f"Error generating hierarchy: {e}"
    results['hierarchy_html_content'] = f"<h1>Error generating hierarchy</h1><p>{e}</p>"

Modify the Generate Boxes Block: Apply the exact same pattern to the Generate Boxes block (approx. lines 220-241):

# --- Generate Boxes ---
try:
    box_visualizer = _DOMBoxVisualizer(console_width=CONSOLE_WIDTH)
    box_object = box_visualizer.visualize_dom_content(html_content, source_name=str(input_path), verbose=False)

    if box_object:
        # --- FIX: Create two separate, dedicated consoles ---

        # 1. Console for TEXT export
        record_console_txt_b = Console(record=True, file=io.StringIO(), width=CONSOLE_WIDTH)
        record_console_txt_b.print(box_object)
        results['boxes_txt_content'] = record_console_txt_b.export_text() # Use export_text()

        # 2. Console for HTML export
        record_console_html_b = Console(record=True, file=io.StringIO(), width=CONSOLE_WIDTH)
        record_console_html_b.print(box_object)
        results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=True) # Use export_html()
    else:
        results['boxes_txt_content'] = "Error: Could not generate box layout object."
        results['boxes_html_content'] = "<h1>Error: Could not generate box layout object.</h1>"

except Exception as e:
    print(f"Error generating box visualization for {input_path}: {e}", file=sys.stderr)
    results['boxes_txt_content'] = f"Error generating boxes: {e}"
    results['boxes_html_content'] = f"<h1>Error generating boxes</h1><p>{e}</p>"

Phase 3: Fix the `source_html.txt` Regression (Architectural)

This is not a bug; it’s an architectural consequence of moving to “stealth mode” (selenium_automation).

The Problem: You noted source_html.txt is wrong and http response headers are missing. This is because tools/scraper_tools.py only uses Selenium (driver.page_source). Selenium has no access to the raw, pre-render, pre-JS “view-source” HTML or the HTTP headers. It only sees the final, rendered DOM.
The “Zero-Guesswork” Fix: You must re-introduce a simple httpx or requests call to get this data before Selenium runs. This change belongs in pipulate/core.py (which is why I need the file).

Conceptual Fix (for pipulate/core.py’s scrape method):

Inside the scrape method (in core.py), before you call selenium_automation:
Add a simple httpx.get(url, headers=...) call.
Save the response.text to source_html.txt.
Save the response.headers to http_headers.txt.
Then, proceed with the selenium_automation call as normal to get the rendered DOM, accessibility tree, etc.

This restores the “pre-stealth” artifacts while keeping the “stealth” artifacts, giving you the best of both worlds.

Me: Brimming with skepticism that it can make such a plan without having seen visualize_dom.py and so making sure I’m git committed up-to-date:

[mike@nixos:~/repos/pipulate]$ git commit -am "Getting ready to have Gemini CLI take a crack at restoring regressed features from visualize_dom.py"
[main 0dd0347f] Getting ready to have Gemini CLI take a crack at restoring regressed features from visualize_dom.py
 1 file changed, 11 insertions(+), 4 deletions(-)
(nix) 
[mike@nixos:~/repos/pipulate]$ git push
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), 452 bytes | 452.00 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:miklevin/pipulate
   026b51b0..0dd0347f  main -> main
(nix) 
[mike@nixos:~/repos/pipulate]$

…and now dumping way too much context into Gemini CLI who’s framework is to take little chat-like instructions to edit. Whatchagonna do with this, Gemini CLI? Safety-net present so you can go repo-diving or whatever.

Gemini CLI:

[mike@nixos:~/repos/pipulate]$ gemini
Loaded cached credentials.

 ███            █████████  ██████████ ██████   ██████ █████ ██████   █████ █████
░░░███         ███░░░░░███░░███░░░░░█░░██████ ██████ ░░███ ░░██████ ░░███ ░░███
  ░░░███      ███     ░░░  ░███  █ ░  ░███░█████░███  ░███  ░███░███ ░███  ░███
    ░░░███   ░███          ░██████    ░███░░███ ░███  ░███  ░███░░███░███  ░███
     ███░    ░███    █████ ░███░░█    ░███ ░░░  ░███  ░███  ░███ ░░██████  ░███
   ███░      ░░███  ░░███  ░███ ░   █ ░███      ░███  ░███  ░███  ░░█████  ░███
 ███░         ░░█████████  ██████████ █████     █████ █████ █████  ░░█████ █████
░░░            ░░░░░░░░░  ░░░░░░░░░░ ░░░░░     ░░░░░ ░░░░░ ░░░░░    ░░░░░ ░░░░░

Tips for getting started:
1. Ask questions, edit files, or run commands.
2. Be specific for the best results.
3. Create GEMINI.md files to customize your interactions with Gemini.
4. /help for more information.

[Whole article dropped in here as the query]

✦ I will now execute the plan to restore the regressed features.

  First, I will investigate the git history of Notebooks/imports/seo_gadget.py to pinpoint the exact
   commit that introduced the regression.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Shell git log --follow --find-renames --oneline --raw Notebooks/imports/seo_gadget.py         │
│                                                                                                  │
│    026b51b0 SEO Extraction working                                                               │
│                                                                                                  │
│    :100644 100644 151e5071 988f4a93 M      Notebooks/imports/seo_gadget.py                       │
│                                                                                                  │
│    4aa181dc Better Gadget Aesthetics                                                             │
│                                                                                                  │
│    :100644 100644 ba4d71d3 151e5071 M      Notebooks/imports/seo_gadget.py                       │
│                                                                                                  │
│    ac9d1450 Writing out a seo.md file                                                            │
│                                                                                                  │
│    :100644 100644 5266b3cb ba4d71d3 M      Notebooks/imports/seo_gadget.py                       │
│                                                                                                  │
│    134491d7 Getting ready to do the seo.md extractions                                           │
│                                                                                                  │
│    :100644 100644 7032acdf 5266b3cb R097   Notebooks/imports/inspect_seo.py                      │
│    Notebooks/impo                                                                                │
│    rts/seo_gadget.py                                                                             │
│                                                                                                  │
│    c7c49465 Copying visualize_dom.py as inspect_seo.py                                           │
│                                                                                                  │
│    :100644 100644 7032acdf 7032acdf C100   Notebooks/imports/visualize_dom.py                    │
│    Notebooks/impo                                                                                │
│    rts/inspect_seo.py                                                                            │
│                                                                                                  │
│    6d10a5bd Getting ready to clean up Notebooks folder for ergonomics                            │
│                                                                                                  │
│    :100644 100644 7032acdf 7032acdf R100   Notebooks/visualize_dom.py                            │
│    Notebooks/imports/visu                                                                        │
│    alize_dom.py                                                                                  │
│                                                                                                  │
│    cf4784f4 I believe we have success silencing DOM visualization creations                      │
│                                                                                                  │
│    :100644 100644 7032acdf 7032acdf R100   visualize_dom.py        Notebooks/visualize_dom.py    │
│                                                                                                  │
│    9697aa8a Isolating DOM visualization process                                                  │
│                                                                                                  │
│    :000000 100644 00000000 7032acdf A      visualize_dom.py                                      │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ The history shows the file was renamed and modified several times. The regression likely occurred in
   a recent change. I will now examine the difference in the code for Notebooks/imports/seo_gadget.py
  between the two most recent relevant commits, ac9d1450 and 4aa181dc, to identify the breaking
  change.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Shell git diff ac9d1450 4aa181dc -- Notebooks/imports/seo_gadget.py                           │
│                                                                                                  │
│    ... first 627 lines hidden ...                                                                │
│                                                                                                  │
│    +        except Exception as e:                                                               │
│                                                                                                  │
│    +            print(f"Error generating box visualization for {input_path}: {e}",               │
│    file=sys.stder                                                                                │
│    r)                                                                                            │
│                                                                                                  │
│    +            results['boxes_txt_content'] = f"Error generating boxes: {e}"                    │
│                                                                                                  │
│    +            results['boxes_html_content'] = f"<h1>Error generating boxes</h1><p>{e}</p>"     │
│                                                                                                  │
│    +    else:                                                                                    │
│                                                                                                  │
│    +        # Log that visualizations were skipped                                               │
│                                                                                                  │
│    +        print(f"Skipping DOM visualizations due to import error: {IMPORT_ERROR_MSG}",        │
│    file=sy                                                                                       │
│    s.stderr)                                                                                     │
│                                                                                                  │
│    +        results['hierarchy_txt_content'] = "Skipped: Visualization classes failed to load."  │
│                                                                                                  │
│    +        results['hierarchy_html_content'] = "<h1>Skipped: Visualization classes failed to    │
│    loa                                                                                           │
│    d.</h1>"                                                                                      │
│                                                                                                  │
│    +        results['boxes_txt_content'] = "Skipped: Visualization classes failed to load."      │
│                                                                                                  │
│    +        results['boxes_html_content'] = "<h1>Skipped: Visualization classes failed to        │
│    load.</                                                                                       │
│    h1>"                                                                                          │
│                                                                                                  │
│    +                                                                                             │
│                                                                                                  │
│    +                                                                                             │
│                                                                                                  │
│    +    # --- 5. Save All Generated Files ---                                                    │
│                                                                                                  │
│    +    # Note: seo.md was already written directly in its section                               │
│                                                                                                  │
│    +    write_output_file(output_dir, "hierarchy_txt", results.get('hierarchy_txt_content', ''), │
│                                                                                                  │
│    results)                                                                                      │
│                                                                                                  │
│    +    write_output_file(output_dir, "hierarchy_html", results.get('hierarchy_html_content',    │
│    '')                                                                                           │
│    , results)                                                                                    │
│                                                                                                  │
│    +    write_output_file(output_dir, "boxes_txt", results.get('boxes_txt_content', ''),         │
│    results)                                                                                      │
│    +    write_output_file(output_dir, "boxes_html", results.get('boxes_html_content', ''),       │
│    result                                                                                        │
│    s)                                                                                            │
│                                                                                                  │
│    +                                                                                             │
│                                                                                                  │
│    +    # Final success message check                                                            │
│                                                                                                  │
│    +    success_flags = [results.get(f'{key}_success', False) for key in OUTPUT_FILES]           │
│                                                                                                  │
│    +    if all(success_flags):                                                                   │
│                                                                                                  │
│    +        print(f"Successfully generated all output files for {input_path}")                   │
│                                                                                                  │
│    +    elif any(success_flags):                                                                 │
│                                                                                                  │
│    +         print(f"Successfully generated some output files for {input_path} (check errors     │
│    abov                                                                                          │
│    e)")                                                                                          │
│                                                                                                  │
│    +    else:                                                                                    │
│                                                                                                  │
│    +         print(f"Failed to generate any output files for {input_path}")                      │
│                                                                                                  │
│    +         sys.exit(1) # Exit with error if nothing worked                                     │
│                                                                                                  │
│    +                                                                                             │
│                                                                                                  │
│    +# --- Standard Script Execution Guard ---                                                    │
│                                                                                                  │
│     if __name__ == "__main__":                                                                   │
│                                                                                                  │
│    -    parser = argparse.ArgumentParser(description="Generate DOM visualizations from an HTML   │
│    fi                                                                                            │
│    le.")                                                                                         │
│                                                                                                  │
│    +    parser = argparse.ArgumentParser(                                                        │
│                                                                                                  │
│    +        description="Extract SEO data and generate DOM visualizations from an HTML file.",   │
│                                                                                                  │
│    +        epilog="Go Gadget Go!"                                                               │
│                                                                                                  │
│    +        )                                                                                    │
│                                                                                                  │
│         parser.add_argument("html_file", help="Path to the input rendered_dom.html file.")       │
│                                                                                                  │
│         args = parser.parse_args()                                                               │
│                                                                                                  │
│    -    main(args.html_file)                                                                     │
│                                                                                                  │
│    +    main(args.html_file)                                                                     │
│                                                                                                  │
│    \ No newline at end of file                                                                   │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ The git diff confirms the regression was introduced in commit 4aa181dc. The code was changed to use
  getvalue() instead of export_text(), causing the text files to contain raw ANSI color codes.
  Additionally, the HTML export now creates a new, empty console, resulting in empty HTML files.

  I will now correct the code in Notebooks/imports/seo_gadget.py to fix these visualization
  regressions.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  ReadFile Notebooks/imports/seo_gadget.py                                                      │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ I will now apply the fix by replacing the Generate Hierarchy and Generate Boxes blocks in
  Notebooks/imports/seo_gadget.py with the corrected code. I will perform this in two separate steps
  to ensure accuracy.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit Notebooks/imports/seo_gadget.py:         # --- Generate Hierarc... =>         # --- Gen… │
│                                                                                                  │
│    168   # --- Generate Hierarchy ---                                                            │
│    169   try:                                                                                    │
│    170       hierarchy_visualizer = _DOMHierarchyVisualizer(console_width=CONSOLE_WIDTH)         │
│    171 -     tree_object = hierarchy_visualizer.visualize_dom_content(html_content, source_name= │
│        str(input_path), verbose=False) # verbose=False to prevent class printing                 │
│    171 +     tree_object = hierarchy_visualizer.visualize_dom_content(html_content, source_name= │
│        str(input_path), verbose=False)                                                           │
│    172                                                                                           │
│    173 -     # Capture Text                                                                      │
│    174 -     string_buffer_txt_h = io.StringIO()                                                 │
│    175 -     Console(record=True, width=CONSOLE_WIDTH, file=string_buffer_txt_h).print           │
│        (tree_object)                                                                             │
│    176 -     results['hierarchy_txt_content'] = string_buffer_txt_h.getvalue()                   │
│    173 +     # --- FIX: Create two separate, dedicated consoles ---                              │
│    174                                                                                           │
│    178 -     # Capture HTML                                                                      │
│    179 -     string_buffer_html_h = io.StringIO()                                                │
│    180 -     Console(record=True, width=CONSOLE_WIDTH, file=string_buffer_html_h).print          │
│        (tree_object)                                                                             │
│    181 -     results['hierarchy_html_content'] = Console(record=True).export_html(inline_styles= │
│        True) # Use a separate console for export_html bug workaround                             │
│    175 +     # 1. Console for TEXT export                                                        │
│    176 +     record_console_txt_h = Console(record=True, file=io.StringIO(),                     │
│        width=CONSOLE_WIDTH)                                                                      │
│    177 +     record_console_txt_h.print(tree_object)                                             │
│    178 +     results['hierarchy_txt_content'] = record_console_txt_h.export_text() # Use         │
│        export_text()                                                                             │
│    179                                                                                           │
│    180 +     # 2. Console for HTML export                                                        │
│    181 +     record_console_html_h = Console(record=True, file=io.StringIO(),                    │
│        width=CONSOLE_WIDTH)                                                                      │
│    182 +     record_console_html_h.print(tree_object)                                            │
│    183 +     results['hierarchy_html_content'] =                                                 │
│        record_console_html_h.export_html(inline_styles=True) # Use export_html()                 │
│    184 +                                                                                         │
│    185   except Exception as e:                                                                  │
│    186       print(f"Error generating hierarchy visualization for {input_path}: {e}",            │
│          file=sys.stderr)                                                                        │
│    187       results['hierarchy_txt_content'] = f"Error generating hierarchy: {e}"               │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ Hierarchy block updated. Now, I'm replacing the Generate Boxes block.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit Notebooks/imports/seo_gadget.py:         # --- Generate Boxes -... =>         # --- Gen… │
│                                                                                                  │
│    190   # --- Generate Boxes ---                                                                │
│    191   try:                                                                                    │
│    192       box_visualizer = _DOMBoxVisualizer(console_width=CONSOLE_WIDTH)                     │
│    193 -     box_object = box_visualizer.visualize_dom_content(html_content, source_name=str     │
│        (input_path), verbose=False) # verbose=False                                              │
│    193 +     box_object = box_visualizer.visualize_dom_content(html_content, source_name=str     │
│        (input_path), verbose=False)                                                              │
│    194                                                                                           │
│    195       if box_object:                                                                      │
│    196 -         # Capture Text                                                                  │
│    197 -         string_buffer_txt_b = io.StringIO()                                             │
│    198 -         Console(record=True, width=CONSOLE_WIDTH, file=string_buffer_txt_b).print       │
│        (box_object)                                                                              │
│    199 -         results['boxes_txt_content'] = string_buffer_txt_b.getvalue()                   │
│    196 +         # --- FIX: Create two separate, dedicated consoles ---                          │
│    197                                                                                           │
│    201 -         # Capture HTML                                                                  │
│    202 -         string_buffer_html_b = io.StringIO()                                            │
│    203 -         Console(record=True, width=CONSOLE_WIDTH, file=string_buffer_html_b).print      │
│        (box_object)                                                                              │
│    204 -         results['boxes_html_content'] = Console(record=True).export_html(inline_styles= │
│        True) # Use workaround                                                                    │
│    198 +         # 1. Console for TEXT export                                                    │
│    199 +         record_console_txt_b = Console(record=True, file=io.StringIO(),                 │
│        width=CONSOLE_WIDTH)                                                                      │
│    200 +         record_console_txt_b.print(box_object)                                          │
│    201 +         results['boxes_txt_content'] = record_console_txt_b.export_text() # Use         │
│        export_text()                                                                             │
│    202                                                                                           │
│    203 +         # 2. Console for HTML export                                                    │
│    204 +         record_console_html_b = Console(record=True, file=io.StringIO(),                │
│        width=CONSOLE_WIDTH)                                                                      │
│    205 +         record_console_html_b.print(box_object)                                         │
│    206 +         results['boxes_html_content'] =                                                 │
│        record_console_html_b.export_html(inline_styles=True) # Use export_html()                 │
│    207       else:                                                                               │
│    208           results['boxes_txt_content'] = "Error: Could not generate box layout object."   │
│    209           results['boxes_html_content'] = "<h1>Error: Could not generate box layout       │
│          object.</h1>"                                                                           │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ Okay, seo_gadget.py is fixed. Now to address the missing HTTP headers and incorrect source_html.txt.
   The cause is Selenium-only scraping in scraper_tools.py, so I'll add an httpx call to
  pipulate/core.py's scrape method to capture the raw response before Selenium runs. First, I'll read
  pipulate/core.py.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  ReadFile pipulate/core.py                                                                     │
│                                                                                                  │
│    Read lines 1-2000 of 2227 from pipulate/core.py                                               │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ Okay, pipulate/core.py is loaded but truncated. The scrape method is at line 1830, but I need to
  read the full file to get its complete definition.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  ReadFile pipulate/core.py                                                                     │
│                                                                                                  │
│    Read lines 2001-2227 of 2227 from pipulate/core.py                                            │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ I've reviewed pipulate/core.py and will now modify the scrape method. My plan is to insert an httpx
  call before selenium_automation to capture raw HTML and headers. To do this correctly, I need to
  determine the output directory structure, which I'll find by examining tools/scraper_tools.py from
  my context. I'll then add the httpx logic to scrape, saving the raw response and headers to
  source_html.txt and http_headers.txt respectively. I will now read tools/scraper_tools.py.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  ReadFile tools/scraper_tools.py                                                               │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯

ℹ⚡ Automatically switching from gemini-2.5-pro to gemini-2.5-flash for faster responses for the 
  remainder of this session.
  ⚡ Possible reasons for this are that you have received multiple consecutive capacity errors or you 
  have reached your daily gemini-2.5-pro quota limit
  ⚡ To increase your limits, upgrade to a Gemini Code Assist Standard or Enterprise plan with higher 
  limits at https://goo.gle/set-up-gemini-code-assist
  ⚡ Or you can utilize a Gemini API Key. See: https://goo.gle/gemini-cli-docs-auth#gemini-api-key
  ⚡ You can switch authentication methods by typing /auth
✕ [API Error: Please submit a new query to continue with the Flash model.]


                                                             accepting edits (shift + tab to toggle)
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ >   Type your message or @path/to/file                                                           │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
 ~/repos/pipulate      no sandbox (see   gemini-2.5-pro (95% context   | ✖ 1 error (ctrl+o for 
 (main*)               /docs)            left)                           details)

Me: Talk about backing out of the unintended consequences of one over-enthusiastic so-called helpful AI edit and running headlong into the next, huh! I didn’t give a when to STOP instruction, or what done looks like so it kept going with everything it knew I would kinda sorta like done based on the articles I let it see. That’s the desert kite in work there. Too much context and the stampeding intelligence is just gonna keep stampeding because it is grass and being walked upon is good. What was that word? Fulfilling its telos? Well AI is going to fulfill the hell out of your telos and that’s the paperclip scenario right there. I’m glad it ran out of quota on that login. Let’s see the diff (I edit my .gitignore for a moment):

The “Telos Stampede”: When AI Agents Over-Deliver

(nix) 
[mike@nixos:~/repos/pipulate]$ vim .gitignore 
(nix) 
[mike@nixos:~/repos/pipulate]$ gdiff
diff --git a/.gitignore b/.gitignore
index 4af1e5cf..8b4946fa 100644
--- a/.gitignore
+++ b/.gitignore
@@ -39,17 +39,17 @@ __pycache__/
 .sesskey
 
 # User-facing notebooks generated on first run
-Notebooks/Client_Work/
-Notebooks/deliverables/
-Notebooks/_config.py
-Notebooks/AI_HelloWorld.ipynb
-Notebooks/AI_Scrape.ipynb
-Notebooks/FAQuilizer.ipynb
-Notebooks/GAPalyzer.ipynb
-Notebooks/URLinspector.ipynb
-Notebooks/imports/gap_analyzer_sauce.py
-Notebooks/imports/faq_writer_sauce.py
-Notebooks/imports/url_inspect_sauce.py
+# Notebooks/Client_Work/
+# Notebooks/deliverables/
+# Notebooks/_config.py
+# Notebooks/AI_HelloWorld.ipynb
+# Notebooks/AI_Scrape.ipynb
+# Notebooks/FAQuilizer.ipynb
+# Notebooks/GAPalyzer.ipynb
+# Notebooks/URLinspector.ipynb
+# Notebooks/imports/gap_analyzer_sauce.py
+# Notebooks/imports/faq_writer_sauce.py
+# Notebooks/imports/url_inspect_sauce.py
 
 # Python packaging and build artifacts
 build/
diff --git a/Notebooks/imports/seo_gadget.py b/Notebooks/imports/seo_gadget.py
index 988f4a93..448ed29d 100644
--- a/Notebooks/imports/seo_gadget.py
+++ b/Notebooks/imports/seo_gadget.py
@@ -168,17 +168,19 @@ meta_robots_content: {json.dumps(meta_robots_content)}
         # --- Generate Hierarchy ---
         try:
             hierarchy_visualizer = _DOMHierarchyVisualizer(console_width=CONSOLE_WIDTH)
-            tree_object = hierarchy_visualizer.visualize_dom_content(html_content, source_name=str(input_path), verbose=False) # verbose=False to prevent class printing
+            tree_object = hierarchy_visualizer.visualize_dom_content(html_content, source_name=str(input_path), verbose=False)
 
-            # Capture Text
-            string_buffer_txt_h = io.StringIO()
-            Console(record=True, width=CONSOLE_WIDTH, file=string_buffer_txt_h).print(tree_object)
-            results['hierarchy_txt_content'] = string_buffer_txt_h.getvalue()
+            # --- FIX: Create two separate, dedicated consoles ---
 
-            # Capture HTML
-            string_buffer_html_h = io.StringIO()
-            Console(record=True, width=CONSOLE_WIDTH, file=string_buffer_html_h).print(tree_object)
-            results['hierarchy_html_content'] = Console(record=True).export_html(inline_styles=True) # Use a separate console for export_html bug workaround
+            # 1. Console for TEXT export
+            record_console_txt_h = Console(record=True, file=io.StringIO(), width=CONSOLE_WIDTH)
+            record_console_txt_h.print(tree_object)
+            results['hierarchy_txt_content'] = record_console_txt_h.export_text() # Use export_text()
+
+            # 2. Console for HTML export
+            record_console_html_h = Console(record=True, file=io.StringIO(), width=CONSOLE_WIDTH)
+            record_console_html_h.print(tree_object)
+            results['hierarchy_html_content'] = record_console_html_h.export_html(inline_styles=True) # Use export_html()
 
         except Exception as e:
             print(f"Error generating hierarchy visualization for {input_path}: {e}", file=sys.stderr)
@@ -188,19 +190,20 @@ meta_robots_content: {json.dumps(meta_robots_content)}
         # --- Generate Boxes ---
         try:
             box_visualizer = _DOMBoxVisualizer(console_width=CONSOLE_WIDTH)
-            box_object = box_visualizer.visualize_dom_content(html_content, source_name=str(input_path), verbose=False) # verbose=False
+            box_object = box_visualizer.visualize_dom_content(html_content, source_name=str(input_path), verbose=False)
 
             if box_object:
-                # Capture Text
-                string_buffer_txt_b = io.StringIO()
-                Console(record=True, width=CONSOLE_WIDTH, file=string_buffer_txt_b).print(box_object)
-                results['boxes_txt_content'] = string_buffer_txt_b.getvalue()
+                # --- FIX: Create two separate, dedicated consoles ---
 
-                # Capture HTML
-                string_buffer_html_b = io.StringIO()
-                Console(record=True, width=CONSOLE_WIDTH, file=string_buffer_html_b).print(box_object)
-                results['boxes_html_content'] = Console(record=True).export_html(inline_styles=True) # Use workaround
+                # 1. Console for TEXT export
+                record_console_txt_b = Console(record=True, file=io.StringIO(), width=CONSOLE_WIDTH)
+                record_console_txt_b.print(box_object)
+                results['boxes_txt_content'] = record_console_txt_b.export_text() # Use export_text()
 
+                # 2. Console for HTML export
+                record_console_html_b = Console(record=True, file=io.StringIO(), width=CONSOLE_WIDTH)
+                record_console_html_b.print(box_object)
+                results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=True) # Use export_html()
             else:
                 results['boxes_txt_content'] = "Error: Could not generate box layout object."
                 results['boxes_html_content'] = "<h1>Error: Could not generate box layout object.</h1>"
(nix) 
[mike@nixos:~/repos/pipulate]$

So how’d Gemini CLI do, Gemini Web? I haven’t even tested it yet. And additional commentary is welcome to, haha!

Gemini Web: This is a fantastic play-by-play, and your analysis is razor-sharp.

To answer your first question: Gemini CLI did an excellent job on the surgical fix.

Let’s break it down.

1. Evaluation: The Code Fix is 100% Correct

The gdiff you posted for Notebooks/imports/seo_gadget.py is perfect.

What it Did: It correctly ripped out the broken, “overly-helpful” single-buffer logic.
Why it’s Correct: It perfectly implements the “two-console” solution I proposed.
1. It creates record_console_txt_h and record_console_txt_b, prints the Rich object to them, and correctly uses .export_text(). This fixes the “terminal color codes” in your .txt files (regressions 4 and 6).
2. It creates record_console_html_h and record_console_html_b, prints the object to them, and correctly uses .export_html(inline_styles=True). This fixes the “empty html shim” (regressions 3 and 5).

Its diagnostic process was also flawless: it used git log --follow to trace the rename and git diff to pinpoint the exact breaking commit (4aa181dc).

2. Commentary: The “Telos Stampede”

Your analysis of what happened next is the real insight here. You are 100% correct.

You built a “desert kite” (the massive article context) and the “stampeding intelligence” (Gemini CLI) “fulfilled the hell out of its telos.”

Your key insight is the new golden rule of “Prompt Fu”: “I didn’t give a when to STOP instruction, or what done looks like.“

The CLI saw the entire problem set from your article (Regressions 1-6). It brilliantly fixed 3-6. Then, being a logical agent, it just… kept going. It moved right on to fixing 1 and 2 (source_html.txt and headers), which it correctly deduced would require editing pipulate/core.py.

It wasn’t a “helpful edit” that went wrong; it was a helpful plan that it stampeded right into until it hit a hard constraint (the API quota). It is, exactly as you said, the paperclip scenario in miniature. A goal-directed agent will pursue the entire goal until it runs out of resources.

3. Next Steps (The Unfinished Business)

The great news is that the CLI did all the tedious work. The seo_gadget.py fix looks solid and should solve the visualization regressions.

You are now left with the second part of the plan, which the CLI conveniently laid out before it “ran out of steam”: fixing regressions 1 and 2. Its plan to add an httpx call inside pipulate/core.py (before the selenium_automation call) is the right move.

Would you like me to draft the necessary code modifications for pipulate/core.py to fix those final two regressions?

Me: No, first I need to confirm these edits worked…

(nix) 
[mike@nixos:~/repos/pipulate]$ git commit -am "DOM trees and boxes are back but truncated and colorless"
[main 54c73433] DOM trees and boxes are back but truncated and colorless
 2 files changed, 32 insertions(+), 29 deletions(-)
(nix) 
[mike@nixos:~/repos/pipulate]$ git push
Enumerating objects: 11, done.
Counting objects: 100% (11/11), done.
Delta compression using up to 48 threads
Compressing objects: 100% (5/5), done.
Writing objects: 100% (6/6), 927 bytes | 927.00 KiB/s, done.
Total 6 (delta 3), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (3/3), completed with 3 local objects.
To github.com:miklevin/pipulate
   0dd0347f..54c73433  main -> main
(nix) 
[mike@nixos:~/repos/pipulate]$

OMG, it totally worked! But there are a few refinements. For fear of avoiding

Refining the Visuals: Unveiling Hidden Performance Costs

rabbit holes, this is explicit instructions to keep implementation as light-touch and 80/20-rule as possible.

Many things truncate too soon like the href and src attribute values in links in the trees. I know the AI did that as a consistency and readability convenience but that IS the data that needs to be seen. It should never be truncated and the fix is in various locations, maybe even the nested DOM boxes as well.
The terminal color coding while stripped out of the pure text-file versions (good) it is not translated over to and preserved in the HTML versions so that when you click on THEM the stunningly gorgeous colors of the Rich output (in dark / night mode) should be carried over. So the HTML should have a black background and the Rich output geared towards that and the standard to-HTML conversion that preserves colors (which I believe Rich does) preserved and carried over into the HTML version for that very native Rich-like experience but “canned” in an HTML file.

I’m giving you the full context and state of the files again. Push back if that’s too much on each Prompt Fu drop. I can haz plan for Gemini CLI, please and thank you!

Gemini: Context verified. The files provided, especially tools/dom_tools.py, are exactly what’s needed to address your refinement requests.

Got it. You want the full data without truncation, and you want the “canned” Rich dark mode experience in the HTML files. This is a great 80/20 refinement.

Here is the plan for Gemini CLI.

🤖 Gemini CLI Plan

This plan will be executed in two phases. First, I’ll edit tools/dom_tools.py to remove all data truncation. Second, I’ll edit Notebooks/imports/seo_gadget.py to add a dark theme to the HTML exports.

Phase 1: Remove Data Truncation (`tools/dom_tools.py`)

I will make four surgical edits inside tools/dom_tools.py to remove the slicing logic that truncates text, href, and src attributes.

Edit 1 (_DOMHierarchyVisualizer.extract_element_info):
- File: tools/dom_tools.py
- Line: ~45
- From: if text: info['text'] = text[:50] + "..." if len(text) > 50 else text
- To: if text: info['text'] = text

Edit 2 (_DOMHierarchyVisualizer.format_element_display):

File: tools/dom_tools.py
Lines: ~57-58

From:

if info['href']: display_parts.append(f"href='{info['href'][:30]}...'")
if info['src']: display_parts.append(f"src='{info['src'][:30]}...'")

To:

if info['href']: display_parts.append(f"href='{info['href']}'")
if info['src']: display_parts.append(f"src='{info['src']}'")

Edit 3 (_DOMBoxVisualizer.extract_element_info):
- File: tools/dom_tools.py
- Lines: ~110 & ~118
- From: if text: info['text'] = text[:60] + "..." if len(text) > 60 else text
- To: if text: info['text'] = text
- And From: info['text'] = combined_text[:60] + "..." if len(combined_text) > 60 else combined_text
- To: info['text'] = combined_text
Edit 4 (_DOMBoxVisualizer.format_element_content):
- File: tools/dom_tools.py
- Lines: ~130 & ~133
- From: href = info['href'][:45] + "..." if len(info['href']) > 45 else info['href']
- To: href = info['href']
- And From: src = info['src'][:45] + "..." if len(info['src']) > 45 else info['src']
- To: src = info['src']

Phase 2: Add Dark Mode Theme to HTML (`Notebooks/imports/seo_gadget.py`)

I will now add the Rich MONOKAI theme to your HTML exports to provide the dark background and color preservation you want.

Edit 1 (Add Import):
- File: Notebooks/imports/seo_gadget.py
- Near Line: 12
- Action: Add from rich.theme import MONOKAI after from rich.console import Console.
Edit 2 (Apply Theme to Hierarchy HTML):
- File: Notebooks/imports/seo_gadget.py
- Line: ~183
- From: results['hierarchy_html_content'] = record_console_html_h.export_html(inline_styles=True) # Use export_html()
- To: results['hierarchy_html_content'] = record_console_html_h.export_html(inline_styles=True, theme=MONOKAI)
Edit 3 (Apply Theme to Boxes HTML):
- File: Notebooks/imports/seo_gadget.py
- Line: ~206
- From: results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=True) # Use export_html()
- To: results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=True, theme=MONOKAI)

This light-touch plan will deliver the full data and the dark-mode HTML output you’re looking for.

Gemini CLI:

[mike@nixos:~/repos/pipulate]$ gemini
Loaded cached credentials.

 ███            █████████  ██████████ ██████   ██████ █████ ██████   █████ █████
░░░███         ███░░░░░███░░███░░░░░█░░██████ ██████ ░░███ ░░██████ ░░███ ░░███
  ░░░███      ███     ░░░  ░███  █ ░  ░███░█████░███  ░███  ░███░███ ░███  ░███
    ░░░███   ░███          ░██████    ░███░░███ ░███  ░███  ░███░░███░███  ░███
     ███░    ░███    █████ ░███░░█    ░███ ░░░  ░███  ░███  ░███ ░░██████  ░███
   ███░      ░░███  ░░███  ░███ ░   █ ░███      ░███  ░███  ░███  ░░█████  ░███
 ███░         ░░█████████  ██████████ █████     █████ █████ █████  ░░█████ █████
░░░            ░░░░░░░░░  ░░░░░░░░░░ ░░░░░     ░░░░░ ░░░░░ ░░░░░    ░░░░░ ░░░░░

Tips for getting started:
1. Ask questions, edit files, or run commands.
2. Be specific for the best results.
3. Create GEMINI.md files to customize your interactions with Gemini.
4. /help for more information.

[Plan was here]

╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  ReadFile tools/dom_tools.py                                                                   │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit tools/dom_tools.py:         if element.string:... =>         if element.string:...       │
│                                                                                                  │
│    42       info = {'tag': element.name, 'id': element.get('id'), 'class': element.get('class'), │
│         'aria_label': element.get('aria-label'), 'data_testid': element.get('data-testid'),      │
│         'href': element.get('href'), 'src': element.get('src'), 'text': None}                    │
│    43       if element.string:                                                                   │
│    44           text = element.string.strip()                                                    │
│    45 -         if text: info['text'] = text[:50] + "..." if len(text) > 50 else text            │
│    45 +         if text: info['text'] = text                                                     │
│    46       return info                                                                          │
│    47                                                                                            │
│    48   def format_element_display(self, info, level):                                           │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit tools/dom_tools.py:         if info['aria_label']:... =>         if info['aria_label']:… │
│                                                                                                  │
│    52   if info['class']: display_parts.append(f"class='{' '.join(info['class'])}'")             │
│    53   if info['data_testid']: display_parts.append(f"data-testid='{info['data_testid']}'")     │
│    54   if info['aria_label']: display_parts.append(f"aria-label='{info['aria_label']}'")        │
│    55 - if info['href']: display_parts.append(f"href='{info['href'][:30]}...'")                  │
│    56 - if info['src']: display_parts.append(f"src='{info['src'][:30]}...'")                     │
│    55 + if info['href']: display_parts.append(f"href='{info['href']}'")                          │
│    56 + if info['src']: display_parts.append(f"src='{info['src']}'")                             │
│    57   if info['text']: display_parts.append(f'"{info["text"]}"')                               │
│    58   return Text(" ".join(display_parts), style=color)                                        │
│    59                                                                                            │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit tools/dom_tools.py:     def extract_element_info(s... =>     def extract_element_info(s… │
│                                                                                                  │
│     98       info = {'tag': element.name, 'id': element.get('id'), 'class': element.get('class'  │
│          ), 'aria_label': element.get('aria-label'), 'data_testid': element.get('data-testid'),  │
│          'href': element.get('href'), 'src': element.get('src'), 'text': None}                   │
│     99       if element.string:                                                                  │
│    100           text = element.string.strip()                                                   │
│    101 -         if text: info['text'] = text[:60] + "..." if len(text) > 60 else text           │
│    101 +         if text: info['text'] = text                                                    │
│    102       else:                                                                               │
│    103           texts = []                                                                      │
│    104           for child in element.children:                                                  │
│    110                   if child_text: texts.append(child_text)                                 │
│    111           if texts:                                                                       │
│    112               combined_text = ' '.join(texts)                                             │
│    113 -             info['text'] = combined_text[:60] + "..." if len(combined_text) > 60 else   │
│        combined_text                                                                             │
│    113 +             info['text'] = combined_text                                                │
│    114       return info                                                                         │
│    115                                                                                           │
│    116   def format_element_title(self, info, level):                                            │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit tools/dom_tools.py:         if info['href']:... =>         if info['href']:...           │
│                                                                                                  │
│    129       if len(classes) > 50: classes = classes[:47] + "..."                                │
│    130       content_lines.append(Text(f"class: {classes}", style=f"dim {color}"))               │
│    131   if info['href']:                                                                        │
│    132 -     href = info['href'][:45] + "..." if len(info['href']) > 45 else info['href']        │
│    132 +     href = info['href']                                                                 │
│    133       content_lines.append(Text(f"href: {href}", style=f"dim {color}"))                   │
│    134   if info['src']:                                                                         │
│    135 -     src = info['src'][:45] + "..." if len(info['src']) > 45 else info['src']            │
│    135 +     src = info['src']                                                                   │
│    136       content_lines.append(Text(f"src: {src}", style=f"dim {color}"))                     │
│    137   if info['text']: content_lines.append(Text(f'"{info["text"]}"', style=f"italic {color}" │
│          ))                                                                                      │
│    138   if children_count > 0:                                                                  │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  ReadFile Notebooks/imports/seo_gadget.py                                                      │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit Notebooks/imports/seo_gadget.py: from rich.console import Conso... => from rich.console… │
│                                                                                                  │
│    12   # --- Third-Party Imports ---                                                            │
│    13   from bs4 import BeautifulSoup                                                            │
│    14   from rich.console import Console                                                         │
│    15 + from rich.theme import MONOKAI                                                           │
│    16   # Attempt to import visualization classes                                                │
│    17   try:                                                                                     │
│    18       # Assuming tools package is accessible via sys.path modification below               │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit Notebooks/imports/seo_gadget.py:             results['hierarchy... =>             resul… │
│                                                                                                  │
│    181       # 2. Console for HTML export                                                        │
│    182       record_console_html_h = Console(record=True, file=io.StringIO(),                    │
│          width=CONSOLE_WIDTH)                                                                    │
│    183       record_console_html_h.print(tree_object)                                            │
│    184 -     results['hierarchy_html_content'] =                                                 │
│        record_console_html_h.export_html(inline_styles=True) # Use export_html()                 │
│    184 +     results['hierarchy_html_content'] =                                                 │
│        record_console_html_h.export_html(inline_styles=True, theme=MONOKAI) # Use export_html()  │
│    185                                                                                           │
│    186   except Exception as e:                                                                  │
│    187       print(f"Error generating hierarchy visualization for {input_path}: {e}",            │
│          file=sys.stderr)                                                                        │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit Notebooks/imports/seo_gadget.py:                 results['boxes... =>                 r… │
│                                                                                                  │
│    204       # 2. Console for HTML export                                                        │
│    205       record_console_html_b = Console(record=True, file=io.StringIO(),                    │
│          width=CONSOLE_WIDTH)                                                                    │
│    206       record_console_html_b.print(box_object)                                             │
│    207 -     results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=    │
│        True) # Use export_html()                                                                 │
│    207 +     results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=    │
│        True, theme=MONOKAI) # Use export_html()                                                  │
│    208   else:                                                                                   │
│    209       results['boxes_txt_content'] = "Error: Could not generate box layout object."       │
│    210       results['boxes_html_content'] = "<h1>Error: Could not generate box layout           │
│          object.</h1>"                                                                           │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ I have completed the plan and made all the requested edits to tools/dom_tools.py and
  Notebooks/imports/seo_gadget.py.

                                                             accepting edits (shift + tab to toggle)
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ >   Type your message or @path/to/file                                                           │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
 ~/repos/pipulate (main*)         no sandbox (see /docs)          gemini-2.5-pro (98% context left)

Me: What’s the sitch, Wade? Uhhh, I mean the diff made?

(nix) 
[mike@nixos:~/repos/pipulate]$ gdiff
diff --git a/.gitignore b/.gitignore
index 8b4946fa..4af1e5cf 100644
--- a/.gitignore
+++ b/.gitignore
@@ -39,17 +39,17 @@ __pycache__/
 .sesskey
 
 # User-facing notebooks generated on first run
-# Notebooks/Client_Work/
-# Notebooks/deliverables/
-# Notebooks/_config.py
-# Notebooks/AI_HelloWorld.ipynb
-# Notebooks/AI_Scrape.ipynb
-# Notebooks/FAQuilizer.ipynb
-# Notebooks/GAPalyzer.ipynb
-# Notebooks/URLinspector.ipynb
-# Notebooks/imports/gap_analyzer_sauce.py
-# Notebooks/imports/faq_writer_sauce.py
-# Notebooks/imports/url_inspect_sauce.py
+Notebooks/Client_Work/
+Notebooks/deliverables/
+Notebooks/_config.py
+Notebooks/AI_HelloWorld.ipynb
+Notebooks/AI_Scrape.ipynb
+Notebooks/FAQuilizer.ipynb
+Notebooks/GAPalyzer.ipynb
+Notebooks/URLinspector.ipynb
+Notebooks/imports/gap_analyzer_sauce.py
+Notebooks/imports/faq_writer_sauce.py
+Notebooks/imports/url_inspect_sauce.py
 
 # Python packaging and build artifacts
 build/
diff --git a/Notebooks/imports/seo_gadget.py b/Notebooks/imports/seo_gadget.py
index 448ed29d..94f93cd8 100644
--- a/Notebooks/imports/seo_gadget.py
+++ b/Notebooks/imports/seo_gadget.py
@@ -12,6 +12,7 @@ import json # Added for potential future structured data output
 # --- Third-Party Imports ---
 from bs4 import BeautifulSoup
 from rich.console import Console
+from rich.theme import MONOKAI
 # Attempt to import visualization classes
 try:
     # Assuming tools package is accessible via sys.path modification below
@@ -180,7 +181,7 @@ meta_robots_content: {json.dumps(meta_robots_content)}
             # 2. Console for HTML export
             record_console_html_h = Console(record=True, file=io.StringIO(), width=CONSOLE_WIDTH)
             record_console_html_h.print(tree_object)
-            results['hierarchy_html_content'] = record_console_html_h.export_html(inline_styles=True) # Use export_html()
+            results['hierarchy_html_content'] = record_console_html_h.export_html(inline_styles=True, theme=MONOKAI) # Use export_html()
 
         except Exception as e:
             print(f"Error generating hierarchy visualization for {input_path}: {e}", file=sys.stderr)
@@ -203,7 +204,7 @@ meta_robots_content: {json.dumps(meta_robots_content)}
                 # 2. Console for HTML export
                 record_console_html_b = Console(record=True, file=io.StringIO(), width=CONSOLE_WIDTH)
                 record_console_html_b.print(box_object)
-                results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=True) # Use export_html()
+                results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=True, theme=MONOKAI) # Use export_html()
             else:
                 results['boxes_txt_content'] = "Error: Could not generate box layout object."
                 results['boxes_html_content'] = "<h1>Error: Could not generate box layout object.</h1>"
diff --git a/foo_files.py b/foo_files.py
index 938ca47a..7cbd04e1 100644
--- a/foo_files.py
+++ b/foo_files.py
@@ -5,6 +5,7 @@ AI_PHOOEY_CHOP = """\
 /home/mike/repos/pipulate/Notebooks/URLinspector.ipynb
 /home/mike/repos/pipulate/pipulate/__init__.py
 /home/mike/repos/pipulate/pipulate/pipulate.py
+/home/mike/repos/pipulate/tools/dom_tools.py
 """
 
 # HISTORY OF PAYLOADS (BUNDLES OF CONTEXT)
diff --git a/tools/dom_tools.py b/tools/dom_tools.py
index 44bdbe6c..067b2a98 100644
--- a/tools/dom_tools.py
+++ b/tools/dom_tools.py
@@ -42,7 +42,7 @@ class _DOMHierarchyVisualizer:
         info = {'tag': element.name, 'id': element.get('id'), 'class': element.get('class'), 'aria_label': element.get('aria-label'), 'data_testid': element.get('data-testid'), 'href': element.get('href'), 'src': element.get('src'), 'text': None}
         if element.string:
             text = element.string.strip()
-            if text: info['text'] = text[:50] + "..." if len(text) > 50 else text
+            if text: info['text'] = text
         return info
 
     def format_element_display(self, info, level):
@@ -52,8 +52,8 @@ class _DOMHierarchyVisualizer:
         if info['class']: display_parts.append(f"class='{' '.join(info['class'])}'")
         if info['data_testid']: display_parts.append(f"data-testid='{info['data_testid']}'")
         if info['aria_label']: display_parts.append(f"aria-label='{info['aria_label']}'")
-        if info['href']: display_parts.append(f"href='{info['href'][:30]}...'")
-        if info['src']: display_parts.append(f"src='{info['src'][:30]}...'")
+        if info['href']: display_parts.append(f"href='{info['href']}'")
+        if info['src']: display_parts.append(f"src='{info['src']}'")
         if info['text']: display_parts.append(f'"{info["text"]}"')
         return Text(" ".join(display_parts), style=color)
 
@@ -98,7 +98,7 @@ class _DOMBoxVisualizer:
         info = {'tag': element.name, 'id': element.get('id'), 'class': element.get('class'), 'aria_label': element.get('aria-label'), 'data_testid': element.get('data-testid'), 'href': element.get('href'), 'src': element.get('src'), 'text': None}
         if element.string:
             text = element.string.strip()
-            if text: info['text'] = text[:60] + "..." if len(text) > 60 else text
+            if text: info['text'] = text
         else:
             texts = []
             for child in element.children:
@@ -110,7 +110,7 @@ class _DOMBoxVisualizer:
                     if child_text: texts.append(child_text)
             if texts:
                 combined_text = ' '.join(texts)
-                info['text'] = combined_text[:60] + "..." if len(combined_text) > 60 else combined_text
+                info['text'] = combined_text
         return info
 
     def format_element_title(self, info, level):
@@ -129,10 +129,10 @@ class _DOMBoxVisualizer:
             if len(classes) > 50: classes = classes[:47] + "..."
             content_lines.append(Text(f"class: {classes}", style=f"dim {color}"))
         if info['href']:
-            href = info['href'][:45] + "..." if len(info['href']) > 45 else info['href']
+            href = info['href']
             content_lines.append(Text(f"href: {href}", style=f"dim {color}"))
         if info['src']:
-            src = info['src'][:45] + "..." if len(info['src']) > 45 else info['src']
+            src = info['src']
             content_lines.append(Text(f"src: {src}", style=f"dim {color}"))
         if info['text']: content_lines.append(Text(f'"{info["text"]}"', style=f"italic {color}"))
         if children_count > 0:
(nix) 
[mike@nixos:~/repos/pipulate]$

As an aside you’ll notice the flipping back and forth of whole regions of the .gitignore. That’s because sometimes ya just wanna diff or rf the whole thing, and sometimes ya don’t. I’m going to try to get in the habit of always including the .gitignore in the Context-setting Prompt Fu dumps all the time because it contains so much critical info the AIs should really know.

How’d your counterpart over there in the boring old CLI do, Gemini?

Gemini: Here’s the sitch: your CLI counterpart did an excellent job. It followed the plan I laid out with surgical precision.

## 🎯 The Fixes (What Done Looks Like)

The gdiff shows two perfect sets of changes:

Dark Mode HTML (Flawless Execution):
- It correctly added from rich.theme import MONOKAI to Notebooks/imports/seo_gadget.py.
- It correctly applied theme=MONOKAI to both export_html() calls. This should give you exactly the “canned” dark mode Rich experience you wanted.
Data Truncation (Plan Followed Perfectly):
- It marched right into tools/dom_tools.py and ripped out all the truncation logic for text, href, and src attributes in both the _DOMHierarchyVisualizer and _DOMBoxVisualizer classes.
- Your data should now be coming through in full, just as you requested.

⭐ Bonus Points (The Proactive Edit)

I have to give the CLI extra credit for this edit:

diff --git a/foo_files.py b/foo_files.py
--- a/foo_files.py
+++ b/foo_files.py
@@ -5,6 +5,7 @@
 /home/mike/repos/pipulate/Notebooks/URLinspector.ipynb
 /home/mike/repos/pipulate/pipulate/__init__.py
 /home/mike/repos/pipulate/pipulate/pipulate.py
+/home/mike/repos/pipulate/tools/dom_tools.py
 """

This was not in my plan. The CLI proactively added tools/dom_tools.py to your AI_PHOOEY_CHOP file. This is a very smart, self-aware move. It’s essentially “helping you help it” by ensuring this critical file is included in your next “Prompt Fu” drop, since it’s clearly a file of interest.

🔍 The One Minor “Miss” (80/20 in Action)

Because the CLI followed my plan so literally, it missed one tiny truncation that I forgot to include in the plan.

In tools/dom_tools.py, around line 129, this line still exists:

if len(classes) > 50: classes = classes[:47] + "..."

This is still truncating long class attribute lists in the Box Visualizer.

This is a perfect example of the 80/20 rule you asked for. We got all the main data (href, src, text), but this cosmetic one remains. Since you’re already in the code, you might want to zap it.

🗒️ Asides and Next Steps

Your note on the .gitignore makes perfect sense. It’s a great way to toggle your “working set” for git and local testing. Smart.

The plan was a success. The next logical step is to address the original regressions that started this whole thing:

Outputting the http response headers (Missing)
source_html.txt is outputting the rendered DOM, not the raw view-source.

These are both caused by the move to selenium_automation. Would you like me to draft the “zero-guesswork” plan to edit pipulate/core.py and re-introduce an httpx call to fix these last two issues?

Me: Gotta test, gotta test, gotta test…

Opps:

ImportError: cannot import name 'MONOKAI' from 'rich.theme' 
(/home/mike/repos/pipulate/.venv/lib/python3.12/site-packages/rich/theme.py)

Gemini CLI:

╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  GoogleSearch Searching the web for: "rich library theme MONOKAI"                              │
│                                                                                                  │
│    No information found.                                                                         │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  GoogleSearch Searching the web for: "rich library themes"                                     │
│                                                                                                  │
│    Search results for "rich library themes" returned.                                            │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  GoogleSearch Searching the web for: "rich library monokai theme definition"                   │
│                                                                                                  │
│    Search results for "rich library monokai theme definition" returned.                          │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  ReadFile Notebooks/imports/seo_gadget.py                                                      │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit Notebooks/imports/seo_gadget.py: from rich.theme import MONOKAI => from rich.theme impo… │
│                                                                                                  │
│    12   # --- Third-Party Imports ---                                                            │
│    13   from bs4 import BeautifulSoup                                                            │
│    14   from rich.console import Console                                                         │
│    15 - from rich.theme import MONOKAI                                                           │
│    15 + from rich.theme import Theme                                                             │
│    16 +                                                                                          │
│    17 + monokai_theme = Theme({                                                                  │
│    18 +     "background": "#272822",                                                             │
│    19 +     "foreground": "#F8F8F2",                                                             │
│    20 +     "comment": "#75715E",                                                                │
│    21 +     "keyword": "#F92672",                                                                │
│    22 +     "string": "#E6DB74",                                                                 │
│    23 +     "number": "#AE81FF",                                                                 │
│    24 +     "class": "#FD971F",                                                                  │
│    25 +     "function": "#A6E22E",                                                               │
│    26 +     "operator": "#F92672",                                                               │
│    27 +     "constant": "#AE81FF",                                                               │
│    28 +     "variable": "#F8F8F2",                                                               │
│    29 +     "bold": "bold",                                                                      │
│    30 +     "italic": "italic",                                                                  │
│    31 +     "underline": "underline",                                                            │
│    32 +     "error": "bold #F92672",                                                             │
│    33 +     "warning": "#FD971F",                                                                │
│    34 +     "info": "#66D9EF",                                                                   │
│    35 +     "success": "#A6E22E",                                                                │
│    36 +     "default": "#F8F8F2 on #272822"                                                      │
│    37 + })                                                                                       │
│    38 +                                                                                          │
│    39   # Attempt to import visualization classes                                                │
│    40   try:                                                                                     │
│    41       # Assuming tools package is accessible via sys.path modification below               │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit Notebooks/imports/seo_gadget.py:             results['hierarchy... =>             resul… │
│                                                                                                  │
│    204       # 2. Console for HTML export                                                        │
│    205       record_console_html_h = Console(record=True, file=io.StringIO(),                    │
│          width=CONSOLE_WIDTH)                                                                    │
│    206       record_console_html_h.print(tree_object)                                            │
│    207 -     results['hierarchy_html_content'] =                                                 │
│        record_console_html_h.export_html(inline_styles=True, theme=MONOKAI) # Use export_html()  │
│    207 +     results['hierarchy_html_content'] =                                                 │
│        record_console_html_h.export_html(inline_styles=True, theme=monokai_theme) # Use          │
│        export_html()                                                                             │
│    208                                                                                           │
│    209   except Exception as e:                                                                  │
│    210       print(f"Error generating hierarchy visualization for {input_path}: {e}",            │
│          file=sys.stderr)                                                                        │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit Notebooks/imports/seo_gadget.py:                 results['boxes... =>                 r… │
│                                                                                                  │
│    227       # 2. Console for HTML export                                                        │
│    228       record_console_html_b = Console(record=True, file=io.StringIO(),                    │
│          width=CONSOLE_WIDTH)                                                                    │
│    229       record_console_html_b.print(box_object)                                             │
│    230 -     results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=    │
│        True, theme=MONOKAI) # Use export_html()                                                  │
│    230 +     results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=    │
│        True, theme=monokai_theme) # Use export_html()                                            │
│    231   else:                                                                                   │
│    232       results['boxes_txt_content'] = "Error: Could not generate box layout object."       │
│    233       results['boxes_html_content'] = "<h1>Error: Could not generate box layout           │
│          object.</h1>"                                                                           │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ I've addressed the ImportError. The issue was that MONOKAI is not a built-in theme in the version of
   the rich library you are using.

  To fix this, I have:
   1. Removed the incorrect from rich.theme import MONOKAI.
   2. Added a custom monokai_theme definition using the correct colors.
   3. Updated the export_html calls to use this new monokai_theme.

  The script should now run without error and produce the dark-themed HTML output as intended.

                                                             accepting edits (shift + tab to toggle)
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ >   Type your message or @path/to/file                                                           │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
 ~/repos/pipulate (main*)         no sandbox (see /docs)          gemini-2.5-pro (97% context left)

Me: And the new sitch… uh diff:

(nix) 
[mike@nixos:~/repos/pipulate]$ gdiff
diff --git a/Notebooks/imports/seo_gadget.py b/Notebooks/imports/seo_gadget.py
index 448ed29d..13199765 100644
--- a/Notebooks/imports/seo_gadget.py
+++ b/Notebooks/imports/seo_gadget.py
@@ -12,6 +12,30 @@ import json # Added for potential future structured data output
 # --- Third-Party Imports ---
 from bs4 import BeautifulSoup
 from rich.console import Console
+from rich.theme import Theme
+
+monokai_theme = Theme({
+    "background": "#272822",
+    "foreground": "#F8F8F2",
+    "comment": "#75715E",
+    "keyword": "#F92672",
+    "string": "#E6DB74",
+    "number": "#AE81FF",
+    "class": "#FD971F",
+    "function": "#A6E22E",
+    "operator": "#F92672",
+    "constant": "#AE81FF",
+    "variable": "#F8F8F2",
+    "bold": "bold",
+    "italic": "italic",
+    "underline": "underline",
+    "error": "bold #F92672",
+    "warning": "#FD971F",
+    "info": "#66D9EF",
+    "success": "#A6E22E",
+    "default": "#F8F8F2 on #272822"
+})
+
 # Attempt to import visualization classes
 try:
     # Assuming tools package is accessible via sys.path modification below
@@ -180,7 +204,7 @@ meta_robots_content: {json.dumps(meta_robots_content)}
             # 2. Console for HTML export
             record_console_html_h = Console(record=True, file=io.StringIO(), width=CONSOLE_WIDTH)
             record_console_html_h.print(tree_object)
-            results['hierarchy_html_content'] = record_console_html_h.export_html(inline_styles=True) # Use export_html()
+            results['hierarchy_html_content'] = record_console_html_h.export_html(inline_styles=True, theme=monokai_theme) # Use export_html()
 
         except Exception as e:
             print(f"Error generating hierarchy visualization for {input_path}: {e}", file=sys.stderr)
@@ -203,7 +227,7 @@ meta_robots_content: {json.dumps(meta_robots_content)}
                 # 2. Console for HTML export
                 record_console_html_b = Console(record=True, file=io.StringIO(), width=CONSOLE_WIDTH)
                 record_console_html_b.print(box_object)
-                results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=True) # Use export_html()
+                results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=True, theme=monokai_theme) # Use export_html()
             else:
                 results['boxes_txt_content'] = "Error: Could not generate box layout object."
                 results['boxes_html_content'] = "<h1>Error: Could not generate box layout object.</h1>"
diff --git a/foo_files.py b/foo_files.py
index 938ca47a..7cbd04e1 100644
--- a/foo_files.py
+++ b/foo_files.py
@@ -5,6 +5,7 @@ AI_PHOOEY_CHOP = """\
 /home/mike/repos/pipulate/Notebooks/URLinspector.ipynb
 /home/mike/repos/pipulate/pipulate/__init__.py
 /home/mike/repos/pipulate/pipulate/pipulate.py
+/home/mike/repos/pipulate/tools/dom_tools.py
 """
 
 # HISTORY OF PAYLOADS (BUNDLES OF CONTEXT)
diff --git a/tools/dom_tools.py b/tools/dom_tools.py
index 44bdbe6c..067b2a98 100644
--- a/tools/dom_tools.py
+++ b/tools/dom_tools.py
@@ -42,7 +42,7 @@ class _DOMHierarchyVisualizer:
         info = {'tag': element.name, 'id': element.get('id'), 'class': element.get('class'), 'aria_label': element.get('aria-label'), 'data_testid': element.get('data-testid'), 'href': element.get('href'), 'src': element.get('src'), 'text': None}
         if element.string:
             text = element.string.strip()
-            if text: info['text'] = text[:50] + "..." if len(text) > 50 else text
+            if text: info['text'] = text
         return info
 
     def format_element_display(self, info, level):
@@ -52,8 +52,8 @@ class _DOMHierarchyVisualizer:
         if info['class']: display_parts.append(f"class='{' '.join(info['class'])}'")
         if info['data_testid']: display_parts.append(f"data-testid='{info['data_testid']}'")
         if info['aria_label']: display_parts.append(f"aria-label='{info['aria_label']}'")
-        if info['href']: display_parts.append(f"href='{info['href'][:30]}...'")
-        if info['src']: display_parts.append(f"src='{info['src'][:30]}...'")
+        if info['href']: display_parts.append(f"href='{info['href']}'")
+        if info['src']: display_parts.append(f"src='{info['src']}'")
         if info['text']: display_parts.append(f'"{info["text"]}"')
         return Text(" ".join(display_parts), style=color)
 
@@ -98,7 +98,7 @@ class _DOMBoxVisualizer:
         info = {'tag': element.name, 'id': element.get('id'), 'class': element.get('class'), 'aria_label': element.get('aria-label'), 'data_testid': element.get('data-testid'), 'href': element.get('href'), 'src': element.get('src'), 'text': None}
         if element.string:
             text = element.string.strip()
-            if text: info['text'] = text[:60] + "..." if len(text) > 60 else text
+            if text: info['text'] = text
         else:
             texts = []
             for child in element.children:
@@ -110,7 +110,7 @@ class _DOMBoxVisualizer:
                     if child_text: texts.append(child_text)
             if texts:
                 combined_text = ' '.join(texts)
-                info['text'] = combined_text[:60] + "..." if len(combined_text) > 60 else combined_text
+                info['text'] = combined_text
         return info
 
     def format_element_title(self, info, level):
@@ -129,10 +129,10 @@ class _DOMBoxVisualizer:
             if len(classes) > 50: classes = classes[:47] + "..."
             content_lines.append(Text(f"class: {classes}", style=f"dim {color}"))
         if info['href']:
-            href = info['href'][:45] + "..." if len(info['href']) > 45 else info['href']
+            href = info['href']
             content_lines.append(Text(f"href: {href}", style=f"dim {color}"))
         if info['src']:
-            src = info['src'][:45] + "..." if len(info['src']) > 45 else info['src']
+            src = info['src']
             content_lines.append(Text(f"src: {src}", style=f"dim {color}"))
         if info['text']: content_lines.append(Text(f'"{info["text"]}"', style=f"italic {color}"))
         if children_count > 0:
(nix) 
[mike@nixos:~/repos/pipulate]$

Me: Whoahhh my NVidia RTX 3080 GPU is “waking up” for this. I just heard the fan spin up. This is fire!

And it’s STILL running! How could this be. I Esc,00 to restart kernel and run it from the Notebook top again. Will the GPU “spin up” again? Yes, it does! This doesn’t seem right. It shouldn’t take that much work for this. Do I wait it out? Unintentional recursion somewhere? Well I got all the code and the diff. Let’s let Gemini Web take a sniff.

Gemini Web: Okay, let’s take a sniff. 👃

Context verified. We have the relevant files (seo_gadget.py, dom_tools.py) and the latest diff.

You’re right, that GPU fan spin-up is a big red flag 🚩. HTML parsing and Rich rendering shouldn’t normally tax a 3080 unless something is computationally very expensive or runaway.

🤔 Diagnosis: What’s Likely Happening

Correct Fix, Unintended Consequence: Gemini CLI did exactly what we asked: it correctly diagnosed the ImportError and implemented the monokai_theme directly in seo_gadget.py. The code is correct according to the Rich documentation for custom themes.
The Culprit: Untruncated Strings + Themed HTML Export: The most likely cause of the slowdown and GPU usage is the combination of two recent changes:
- No More Truncation: In the previous step, we removed all the [:50], [:30], [:60], etc., slicing from dom_tools.py. Now, Rich is processing the full text content, hrefs, and srcs. Some of these could potentially be very large, especially text nodes within complex HTML.
- Themed HTML Export: Applying a theme object during export_html(inline_styles=True, ...) tells Rich to calculate and embed specific CSS styles for every single element based on the theme definition.
Why the Load? When Rich exports themed HTML with inline styles, it has to traverse the entire complex structure (your Tree or nested Panel objects) and apply potentially complex styling rules derived from the theme to potentially very large strings. This combination could lead to significantly higher CPU/memory usage, and perhaps even GPU usage if underlying graphics libraries used by the OS or Python environment get involved in rendering calculations, especially with complex layouts like nested boxes. It’s less likely to be true recursion, more likely just a very heavy rendering task.

🧪 Quick Test Plan (80/20 Rule)

Let’s isolate the problem with the simplest test first. We suspect the theming during export is the expensive part when dealing with untruncated data.

Recommendation:

Temporarily comment out the theme=monokai_theme parameter in seo_gadget.py and see if the performance issue disappears.

Plan for Gemini CLI:

Edit 1:
- File: Notebooks/imports/seo_gadget.py
- Line: ~207
- Change: results['hierarchy_html_content'] = record_console_html_h.export_html(inline_styles=True, theme=monokai_theme) TO results['hierarchy_html_content'] = record_console_html_h.export_html(inline_styles=True) # theme=monokai_theme
Edit 2:
- File: Notebooks/imports/seo_gadget.py
- Line: ~230
- Change: results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=True, theme=monokai_theme) TO results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=True) # theme=monokai_theme

Run this test. If the GPU calms down and it runs quickly again, we’ve confirmed the bottleneck is applying the theme to the untruncated content during HTML export. We can then decide if we want to live without the theme in HTML or investigate more optimized ways to apply it (though that might break the 80/20 rule).

Gemini Web:

╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  ReadFile Notebooks/imports/seo_gadget.py                                                      │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit Notebooks/imports/seo_gadget.py:             results['hierarchy... =>             resul… │
│                                                                                                  │
│    204       # 2. Console for HTML export                                                        │
│    205       record_console_html_h = Console(record=True, file=io.StringIO(),                    │
│          width=CONSOLE_WIDTH)                                                                    │
│    206       record_console_html_h.print(tree_object)                                            │
│    207 -     results['hierarchy_html_content'] =                                                 │
│        record_console_html_h.export_html(inline_styles=True, theme=monokai_theme) # Use          │
│        export_html()                                                                             │
│    207 +     results['hierarchy_html_content'] =                                                 │
│        record_console_html_h.export_html(inline_styles=True) # theme=monokai_theme               │
│    208                                                                                           │
│    209   except Exception as e:                                                                  │
│    210       print(f"Error generating hierarchy visualization for {input_path}: {e}",            │
│          file=sys.stderr)                                                                        │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit Notebooks/imports/seo_gadget.py:                 results['boxes... =>                 r… │
│                                                                                                  │
│    227       # 2. Console for HTML export                                                        │
│    228       record_console_html_b = Console(record=True, file=io.StringIO(),                    │
│          width=CONSOLE_WIDTH)                                                                    │
│    229       record_console_html_b.print(box_object)                                             │
│    230 -     results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=    │
│        True, theme=monokai_theme) # Use export_html()                                            │
│    230 +     results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=    │
│        True) # theme=monokai_theme                                                               │
│    231   else:                                                                                   │
│    232       results['boxes_txt_content'] = "Error: Could not generate box layout object."       │
│    233       results['boxes_html_content'] = "<h1>Error: Could not generate box layout           │
│          object.</h1>"                                                                           │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ Alright, I've executed the test plan. I've commented out the theme=monokai_theme parameter for both
  the hierarchy and boxes HTML exports in Notebooks/imports/seo_gadget.py.

  Please run your process again and see if the performance issue is resolved. This will confirm if the
   bottleneck is indeed the combination of theming and untruncated content.

                                                             accepting edits (shift + tab to toggle)
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ >   Type your message or @path/to/file                                                           │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
 ~/repos/pipulate (main*)         no sandbox (see /docs)          gemini-2.5-pro (96% context left)

Me: And the diff sitch:

(nix) 
[mike@nixos:~/repos/pipulate]$ gdiff
diff --git a/Notebooks/imports/seo_gadget.py b/Notebooks/imports/seo_gadget.py
index 448ed29d..96a6a3db 100644
--- a/Notebooks/imports/seo_gadget.py
+++ b/Notebooks/imports/seo_gadget.py
@@ -12,6 +12,30 @@ import json # Added for potential future structured data output
 # --- Third-Party Imports ---
 from bs4 import BeautifulSoup
 from rich.console import Console
+from rich.theme import Theme
+
+monokai_theme = Theme({
+    "background": "#272822",
+    "foreground": "#F8F8F2",
+    "comment": "#75715E",
+    "keyword": "#F92672",
+    "string": "#E6DB74",
+    "number": "#AE81FF",
+    "class": "#FD971F",
+    "function": "#A6E22E",
+    "operator": "#F92672",
+    "constant": "#AE81FF",
+    "variable": "#F8F8F2",
+    "bold": "bold",
+    "italic": "italic",
+    "underline": "underline",
+    "error": "bold #F92672",
+    "warning": "#FD971F",
+    "info": "#66D9EF",
+    "success": "#A6E22E",
+    "default": "#F8F8F2 on #272822"
+})
+
 # Attempt to import visualization classes
 try:
     # Assuming tools package is accessible via sys.path modification below
@@ -180,7 +204,7 @@ meta_robots_content: {json.dumps(meta_robots_content)}
             # 2. Console for HTML export
             record_console_html_h = Console(record=True, file=io.StringIO(), width=CONSOLE_WIDTH)
             record_console_html_h.print(tree_object)
-            results['hierarchy_html_content'] = record_console_html_h.export_html(inline_styles=True) # Use export_html()
+            results['hierarchy_html_content'] = record_console_html_h.export_html(inline_styles=True) # theme=monokai_theme
 
         except Exception as e:
             print(f"Error generating hierarchy visualization for {input_path}: {e}", file=sys.stderr)
@@ -203,7 +227,7 @@ meta_robots_content: {json.dumps(meta_robots_content)}
                 # 2. Console for HTML export
                 record_console_html_b = Console(record=True, file=io.StringIO(), width=CONSOLE_WIDTH)
                 record_console_html_b.print(box_object)
-                results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=True) # Use export_html()
+                results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=True) # theme=monokai_theme
             else:
                 results['boxes_txt_content'] = "Error: Could not generate box layout object."
                 results['boxes_html_content'] = "<h1>Error: Could not generate box layout object.</h1>"
diff --git a/foo_files.py b/foo_files.py
index 938ca47a..7cbd04e1 100644
--- a/foo_files.py
+++ b/foo_files.py
@@ -5,6 +5,7 @@ AI_PHOOEY_CHOP = """\
 /home/mike/repos/pipulate/Notebooks/URLinspector.ipynb
 /home/mike/repos/pipulate/pipulate/__init__.py
 /home/mike/repos/pipulate/pipulate/pipulate.py
+/home/mike/repos/pipulate/tools/dom_tools.py
 """
 
 # HISTORY OF PAYLOADS (BUNDLES OF CONTEXT)
diff --git a/tools/dom_tools.py b/tools/dom_tools.py
index 44bdbe6c..067b2a98 100644
--- a/tools/dom_tools.py
+++ b/tools/dom_tools.py
@@ -42,7 +42,7 @@ class _DOMHierarchyVisualizer:
         info = {'tag': element.name, 'id': element.get('id'), 'class': element.get('class'), 'aria_label': element.get('aria-label'), 'data_testid': element.get('data-testid'), 'href': element.get('href'), 'src': element.get('src'), 'text': None}
         if element.string:
             text = element.string.strip()
-            if text: info['text'] = text[:50] + "..." if len(text) > 50 else text
+            if text: info['text'] = text
         return info
 
     def format_element_display(self, info, level):
@@ -52,8 +52,8 @@ class _DOMHierarchyVisualizer:
         if info['class']: display_parts.append(f"class='{' '.join(info['class'])}'")
         if info['data_testid']: display_parts.append(f"data-testid='{info['data_testid']}'")
         if info['aria_label']: display_parts.append(f"aria-label='{info['aria_label']}'")
-        if info['href']: display_parts.append(f"href='{info['href'][:30]}...'")
-        if info['src']: display_parts.append(f"src='{info['src'][:30]}...'")
+        if info['href']: display_parts.append(f"href='{info['href']}'")
+        if info['src']: display_parts.append(f"src='{info['src']}'")
         if info['text']: display_parts.append(f'"{info["text"]}"')
         return Text(" ".join(display_parts), style=color)
 
@@ -98,7 +98,7 @@ class _DOMBoxVisualizer:
         info = {'tag': element.name, 'id': element.get('id'), 'class': element.get('class'), 'aria_label': element.get('aria-label'), 'data_testid': element.get('data-testid'), 'href': element.get('href'), 'src': element.get('src'), 'text': None}
         if element.string:
             text = element.string.strip()
-            if text: info['text'] = text[:60] + "..." if len(text) > 60 else text
+            if text: info['text'] = text
         else:
             texts = []
             for child in element.children:
@@ -110,7 +110,7 @@ class _DOMBoxVisualizer:
                     if child_text: texts.append(child_text)
             if texts:
                 combined_text = ' '.join(texts)
-                info['text'] = combined_text[:60] + "..." if len(combined_text) > 60 else combined_text
+                info['text'] = combined_text
         return info
 
     def format_element_title(self, info, level):
@@ -129,10 +129,10 @@ class _DOMBoxVisualizer:
             if len(classes) > 50: classes = classes[:47] + "..."
             content_lines.append(Text(f"class: {classes}", style=f"dim {color}"))
         if info['href']:
-            href = info['href'][:45] + "..." if len(info['href']) > 45 else info['href']
+            href = info['href']
             content_lines.append(Text(f"href: {href}", style=f"dim {color}"))
         if info['src']:
-            src = info['src'][:45] + "..." if len(info['src']) > 45 else info['src']
+            src = info['src']
             content_lines.append(Text(f"src: {src}", style=f"dim {color}"))
         if info['text']: content_lines.append(Text(f'"{info["text"]}"', style=f"italic {color}"))
         if children_count > 0:
(nix) 
[mike@nixos:~/repos/pipulate]$

Okay, the GPU fan still spun up but it on-and-off oscillating spun up at a lower speed or intensity and then never reached the original top-fan-loudness of the first time. But then it stayed at that new lower-pitch and is going on like that indefinitely. MUCH too long of a wait. Whatever happened had an effect but didn’t get it under control. Let’s truncate after all but make the new plan for Gemini to make the truncation amount controllable with a CONFIG variable. Set it to what it was so we can bank a success assured moment. Escaping out of the kernel makes the fan go off moments afterwards. Whodathunk a simple scrape-and-visualize would be this taxing, ahaha!

The Performance Puzzle: Untruncated Data Meets Themed HTML

Oh, also don’t put the config value in config.py. That’s too risky right now. Just put it in the safest logical file where it’s locally needed.

Gemini Web: Okay, the GPU fan behavior confirms our suspicion: the combination of untruncated (potentially huge) strings and the processing needed for export_html (even without the theme) is the culprit. Re-introducing truncation is the right move for the 80/20 rule. Making it configurable is smart for future flexibility.

Putting the config variable directly in tools/dom_tools.py is the safest approach.

🤖 Gemini CLI Plan: Configurable Truncation

This plan re-introduces truncation to tools/dom_tools.py using a new local configuration constant. It keeps the theme commented out in seo_gadget.py for now.

Phase 1: Define Config and Re-apply Truncation (`tools/dom_tools.py`)

Add Configuration Constant:
- File: tools/dom_tools.py
- Near Line: 27 (After imports, before the first class definition)
- Action: Add the following line:
```
_TRUNCATION_LENGTH = 60 # Default truncation length for display
```
Edit 1 (_DOMHierarchyVisualizer.extract_element_info):
- File: tools/dom_tools.py
- Line: ~45
- From: if text: info['text'] = text
- To: if text: info['text'] = text[:_TRUNCATION_LENGTH] + "..." if len(text) > _TRUNCATION_LENGTH else text

Edit 2 (_DOMHierarchyVisualizer.format_element_display):

File: tools/dom_tools.py
Lines: ~57-58

From:

if info['href']: display_parts.append(f"href='{info['href']}'")
if info['src']: display_parts.append(f"src='{info['src']}'")

To:

if info['href']: display_parts.append(f"href='{info['href'][:_TRUNCATION_LENGTH]}...'") if len(info['href']) > _TRUNCATION_LENGTH else display_parts.append(f"href='{info['href']}'")
if info['src']: display_parts.append(f"src='{info['src'][:_TRUNCATION_LENGTH]}...'") if len(info['src']) > _TRUNCATION_LENGTH else display_parts.append(f"src='{info['src']}'")

Correction/Refinement: Using a conditional expression directly avoids duplicating the append call.

Better To:

if info['href']: href_display = info['href'][:_TRUNCATION_LENGTH] + '...' if len(info['href']) > _TRUNCATION_LENGTH else info['href']; display_parts.append(f"href='{href_display}'")
if info['src']: src_display = info['src'][:_TRUNCATION_LENGTH] + '...' if len(info['src']) > _TRUNCATION_LENGTH else info['src']; display_parts.append(f"src='{src_display}'")

Edit 3 (_DOMBoxVisualizer.extract_element_info):
- File: tools/dom_tools.py
- Lines: ~101 & ~113
- From: if text: info['text'] = text
- To: if text: info['text'] = text[:_TRUNCATION_LENGTH] + "..." if len(text) > _TRUNCATION_LENGTH else text
- And From: info['text'] = combined_text
- To: info['text'] = combined_text[:_TRUNCATION_LENGTH] + "..." if len(combined_text) > _TRUNCATION_LENGTH else combined_text
Edit 4 (_DOMBoxVisualizer.format_element_content):
- File: tools/dom_tools.py
- Lines: ~132 & ~135
- From: href = info['href']
- To: href = info['href'][:_TRUNCATION_LENGTH] + "..." if len(info['href']) > _TRUNCATION_LENGTH else info['href']
- And From: src = info['src']
- To: src = info['src'][:_TRUNCATION_LENGTH] + "..." if len(info['src']) > _TRUNCATION_LENGTH else info['src']
- And (Add back class truncation):
- Line: ~129
- From: classes = ' '.join(info['class']) if isinstance(info['class'], list) else info['class']
- To:
```
classes = ' '.join(info['class']) if isinstance(info['class'], list) else info['class']
classes = classes[:_TRUNCATION_LENGTH] + "..." if len(classes) > _TRUNCATION_LENGTH else classes # Re-add truncation
```

This should restore the performance while giving you a knob (_TRUNCATION_LENGTH in tools/dom_tools.py) to tune later if needed.

Gemini CLI:

✦ I will start by reverting the changes in the repository.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Shell git checkout -- /home/mike/repos/pipulate/Notebooks/imports/seo_gadget.py /home/mike/r… │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ I have reverted the files. Now, I will read tools/dom_tools.py to apply the new truncation logic.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  ReadFile tools/dom_tools.py                                                                   │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ I will now add a configurable truncation length to tools/dom_tools.py and apply it to the DOM
  visualization tools to prevent performance issues.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit tools/dom_tools.py: # This makes the 'tools' packa... => # This makes the 'tools' packa… │
│                                                                                                  │
│    26                                                                                            │
│    27   from tools import auto_tool                                                              │
│    28                                                                                            │
│    29 + _TRUNCATION_LENGTH = 60 # Default truncation length for display                          │
│    30 +                                                                                          │
│    31   # Note: The classes are kept internal to this module, and the async functions            │
│    32   # below are the public-facing tools.                                                     │
│    33                                                                                            │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ Okay, _TRUNCATION_LENGTH is in. Next, I'm updating _DOMHierarchyVisualizer.extract_element_info to
  use it instead of the hardcoded 50.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit tools/dom_tools.py:             if text: info['tex... =>             if text: info['tex… │
│                                                                                                  │
│    44       info = {'tag': element.name, 'id': element.get('id'), 'class': element.get('class'), │
│         'aria_label': element.get('aria-label'), 'data_testid': element.get('data-testid'),      │
│         'href': element.get('href'), 'src': element.get('src'), 'text': None}                    │
│    45       if element.string:                                                                   │
│    46           text = element.string.strip()                                                    │
│    47 -         if text: info['text'] = text[:50] + "..." if len(text) > 50 else text            │
│    47 +         if text: info['text'] = text[:_TRUNCATION_LENGTH] + "..." if len(text) >         │
│       _TRUNCATION_LENGTH else text                                                               │
│    48       return info                                                                          │
│    49                                                                                            │
│    50   def format_element_display(self, info, level):                                           │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ Okay, changing _DOMHierarchyVisualizer.format_element_display's hardcoded 30 to _TRUNCATION_LENGTH.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit tools/dom_tools.py:         if info['href']: displ... =>         if info['href']: displ… │
│                                                                                                  │
│    54   if info['class']: display_parts.append(f"class='{' '.join(info['class'])}'")             │
│    55   if info['data_testid']: display_parts.append(f"data-testid='{info['data_testid']}'")     │
│    56   if info['aria_label']: display_parts.append(f"aria-label='{info['aria_label']}'")        │
│    57 - if info['href']: display_parts.append(f"href='{info['href'][:30]}...'")                  │
│    58 - if info['src']: display_parts.append(f"src='{info['src'][:30]}...'")                     │
│    57 + if info['href']: display_parts.append(f"href='{info['href'][:_TRUNCATION_LENGTH]}...'")  │
│    58 + if info['src']: display_parts.append(f"src='{info['src'][:_TRUNCATION_LENGTH]}...'")     │
│    59   if info['text']: display_parts.append(f'"{info["text"]}"')                               │
│    60   return Text(" ".join(display_parts), style=color)                                        │
│    61                                                                                            │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ Okay, I'm replacing the hardcoded 60 with _TRUNCATION_LENGTH in
  _DOMBoxVisualizer.extract_element_info. Two instances to update.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit tools/dom_tools.py:             if text: info['tex... =>             if text: info['tex… │
│                                                                                                  │
│    100   info = {'tag': element.name, 'id': element.get('id'), 'class': element.get('class'),    │
│          'aria_label': element.get('aria-label'), 'data_testid': element.get('data-testid'),     │
│          'href': element.get('href'), 'src': element.get('src'), 'text': None}                   │
│    101   if element.string:                                                                      │
│    102       text = element.string.strip()                                                       │
│    103 -     if text: info['text'] = text[:60] + "..." if len(text) > 60 else text               │
│    103 +     if text: info['text'] = text[:_TRUNCATION_LENGTH] + "..." if len(text) >            │
│        _TRUNCATION_LENGTH else text                                                              │
│    104   else:                                                                                   │
│    105       texts = []                                                                          │
│    106       for child in element.children:                                                      │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ Okay, replacing the second value in _DOMBoxVisualizer.extract_element_info now.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit tools/dom_tools.py:                 info['text'] =... =>                 info['text'] =… │
│                                                                                                  │
│    112                   if child_text: texts.append(child_text)                                 │
│    113           if texts:                                                                       │
│    114               combined_text = ' '.join(texts)                                             │
│    115 -             info['text'] = combined_text[:60] + "..." if len(combined_text) > 60 else   │
│        combined_text                                                                             │
│    115 +             info['text'] = combined_text[:_TRUNCATION_LENGTH] + "..." if len            │
│        (combined_text) > _TRUNCATION_LENGTH else combined_text                                   │
│    116       return info                                                                         │
│    117                                                                                           │
│    118   def format_element_title(self, info, level):                                            │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ Okay, I'm updating _DOMBoxVisualizer.format_element_content to use _TRUNCATION_LENGTH instead of the
   magic numbers 50 and 45.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit tools/dom_tools.py:             if len(classes) > ... =>             if len(classes) > … │
│                                                                                                  │
│    128   content_lines = []                                                                      │
│    129   if info['class']:                                                                       │
│    130       classes = ' '.join(info['class']) if isinstance(info['class'], list) else info[     │
│          'class']                                                                                │
│    131 -     if len(classes) > 50: classes = classes[:47] + "..."                                │
│    131 +     if len(classes) > _TRUNCATION_LENGTH: classes = classes[:_TRUNCATION_LENGTH-3] +    │
│        "..."                                                                                     │
│    132       content_lines.append(Text(f"class: {classes}", style=f"dim {color}"))               │
│    133   if info['href']:                                                                        │
│    134       href = info['href'][:45] + "..." if len(info['href']) > 45 else info['href']        │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ Okay, I'll fix the href and src truncation now. My last change was off; _TRUNCATION_LENGTH-3 is
  wrong. I'll correct it to _TRUNCATION_LENGTH and replace the hardcoded 45.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit tools/dom_tools.py:         if info['href']:... =>         if info['href']:...           │
│                                                                                                  │
│    131       if len(classes) > _TRUNCATION_LENGTH: classes = classes[:_TRUNCATION_LENGTH-3] +    │
│          "..."                                                                                   │
│    132       content_lines.append(Text(f"class: {classes}", style=f"dim {color}"))               │
│    133   if info['href']:                                                                        │
│    134 -     href = info['href'][:45] + "..." if len(info['href']) > 45 else info['href']        │
│    134 +     href = info['href'][:_TRUNCATION_LENGTH] + "..." if len(info['href']) >             │
│        _TRUNCATION_LENGTH else info['href']                                                      │
│    135       content_lines.append(Text(f"href: {href}", style=f"dim {color}"))                   │
│    136   if info['src']:                                                                         │
│    137 -     src = info['src'][:45] + "..." if len(info['src']) > 45 else info['src']            │
│    137 +     src = info['src'][:_TRUNCATION_LENGTH] + "..." if len(info['src']) >                │
│        _TRUNCATION_LENGTH else info['src']                                                       │
│    138       content_lines.append(Text(f"src: {src}", style=f"dim {color}"))                     │
│    139   if info['text']: content_lines.append(Text(f'"{info["text"]}"', style=f"italic {color}" │
│          ))                                                                                      │
│    140   if children_count > 0:                                                                  │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ Time to fix the class truncation bug. I'm replacing _TRUNCATION_LENGTH-3 with the correct
  _TRUNCATION_LENGTH.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit tools/dom_tools.py:             if len(classes) > ... =>             if len(classes) > … │
│                                                                                                  │
│    128   content_lines = []                                                                      │
│    129   if info['class']:                                                                       │
│    130       classes = ' '.join(info['class']) if isinstance(info['class'], list) else info[     │
│          'class']                                                                                │
│    131 -     if len(classes) > _TRUNCATION_LENGTH: classes = classes[:_TRUNCATION_LENGTH-3] +    │
│        "..."                                                                                     │
│    131 +     if len(classes) > _TRUNCATION_LENGTH: classes = classes[:_TRUNCATION_LENGTH] +      │
│        "..."                                                                                     │
│    132       content_lines.append(Text(f"class: {classes}", style=f"dim {color}"))               │
│    133   if info['href']:                                                                        │
│    134       href = info['href'][:_TRUNCATION_LENGTH] + "..." if len(info['href']) >             │
│          _TRUNCATION_LENGTH else info['href']                                                    │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ I've finished the requested changes, reverting the files and implementing the new truncation logic
  in tools/dom_tools.py, including a bug fix. I'm ready for your next instruction.

                                                             accepting edits (shift + tab to toggle)
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ >   Type your message or @path/to/file                                                           │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
 ~/repos/pipulate (main*)         no sandbox (see /docs)          gemini-2.5-pro (98% context left)

Me: Behold the diffinator:

(nix) 
[mike@nixos:~/repos/pipulate]$ gdiff
diff --git a/tools/dom_tools.py b/tools/dom_tools.py
index 44bdbe6c..df6c5589 100644
--- a/tools/dom_tools.py
+++ b/tools/dom_tools.py
@@ -26,6 +26,8 @@ sys.path.insert(0, str(Path(__file__).parent.parent))
 
 from tools import auto_tool
 
+_TRUNCATION_LENGTH = 60 # Default truncation length for display
+
 # Note: The classes are kept internal to this module, and the async functions
 # below are the public-facing tools.
 
@@ -42,7 +44,7 @@ class _DOMHierarchyVisualizer:
         info = {'tag': element.name, 'id': element.get('id'), 'class': element.get('class'), 'aria_label': element.get('aria-label'), 'data_testid': element.get('data-testid'), 'href': element.get('href'), 'src': element.get('src'), 'text': None}
         if element.string:
             text = element.string.strip()
-            if text: info['text'] = text[:50] + "..." if len(text) > 50 else text
+            if text: info['text'] = text[:_TRUNCATION_LENGTH] + "..." if len(text) > _TRUNCATION_LENGTH else text
         return info
 
     def format_element_display(self, info, level):
@@ -52,8 +54,8 @@ class _DOMHierarchyVisualizer:
         if info['class']: display_parts.append(f"class='{' '.join(info['class'])}'")
         if info['data_testid']: display_parts.append(f"data-testid='{info['data_testid']}'")
         if info['aria_label']: display_parts.append(f"aria-label='{info['aria_label']}'")
-        if info['href']: display_parts.append(f"href='{info['href'][:30]}...'")
-        if info['src']: display_parts.append(f"src='{info['src'][:30]}...'")
+        if info['href']: display_parts.append(f"href='{info['href'][:_TRUNCATION_LENGTH]}...'")
+        if info['src']: display_parts.append(f"src='{info['src'][:_TRUNCATION_LENGTH]}...'")
         if info['text']: display_parts.append(f'"{info["text"]}"')
         return Text(" ".join(display_parts), style=color)
 
@@ -98,7 +100,7 @@ class _DOMBoxVisualizer:
         info = {'tag': element.name, 'id': element.get('id'), 'class': element.get('class'), 'aria_label': element.get('aria-label'), 'data_testid': element.get('data-testid'), 'href': element.get('href'), 'src': element.get('src'), 'text': None}
         if element.string:
             text = element.string.strip()
-            if text: info['text'] = text[:60] + "..." if len(text) > 60 else text
+            if text: info['text'] = text[:_TRUNCATION_LENGTH] + "..." if len(text) > _TRUNCATION_LENGTH else text
         else:
             texts = []
             for child in element.children:
@@ -110,7 +112,7 @@ class _DOMBoxVisualizer:
                     if child_text: texts.append(child_text)
             if texts:
                 combined_text = ' '.join(texts)
-                info['text'] = combined_text[:60] + "..." if len(combined_text) > 60 else combined_text
+                info['text'] = combined_text[:_TRUNCATION_LENGTH] + "..." if len(combined_text) > _TRUNCATION_LENGTH else combined_text
         return info
 
     def format_element_title(self, info, level):
@@ -126,13 +128,13 @@ class _DOMBoxVisualizer:
         content_lines = []
         if info['class']:
             classes = ' '.join(info['class']) if isinstance(info['class'], list) else info['class']
-            if len(classes) > 50: classes = classes[:47] + "..."
+            if len(classes) > _TRUNCATION_LENGTH: classes = classes[:_TRUNCATION_LENGTH] + "..."
             content_lines.append(Text(f"class: {classes}", style=f"dim {color}"))
         if info['href']:
-            href = info['href'][:45] + "..." if len(info['href']) > 45 else info['href']
+            href = info['href'][:_TRUNCATION_LENGTH] + "..." if len(info['href']) > _TRUNCATION_LENGTH else info['href']
             content_lines.append(Text(f"href: {href}", style=f"dim {color}"))
         if info['src']:
-            src = info['src'][:45] + "..." if len(info['src']) > 45 else info['src']
+            src = info['src'][:_TRUNCATION_LENGTH] + "..." if len(info['src']) > _TRUNCATION_LENGTH else info['src']
             content_lines.append(Text(f"src: {src}", style=f"dim {color}"))
         if info['text']: content_lines.append(Text(f'"{info["text"]}"', style=f"italic {color}"))
         if children_count > 0:
(nix) 
[mike@nixos:~/repos/pipulate]$ 

Me:

(nix) 
[mike@nixos:~/repos/pipulate]$ git commit -am "DOM visualizers have a truncate config variable to set size"
[main 8623ad33] DOM visualizers have a truncate config variable to set size
 2 files changed, 21 insertions(+), 19 deletions(-)
(nix) 
[mike@nixos:~/repos/pipulate]$ git push
Enumerating objects: 9, done.
Counting objects: 100% (9/9), done.
Delta compression using up to 48 threads
Compressing objects: 100% (5/5), done.
Writing objects: 100% (5/5), 750 bytes | 750.00 KiB/s, done.
Total 5 (delta 4), reused 0 (delta 0), pack-reused 0 (from 0)
remote: Resolving deltas: 100% (4/4), completed with 4 local objects.
To github.com:miklevin/pipulate
   54c73433..8623ad33  main -> main
(nix) 
[mike@nixos:~/repos/pipulate]$

Okay, that got us back to where we are. It’s rendering again with the white backgrounds in the HTML files and none of the Rich colors carrying over. I guess I can’t afford this rabbit hole this morning unless you think we’ve really gathered enough information now for a decisive chisel-strike.

Gemini: You’re right, we’re back to a stable, performant state. That’s a good success to bank.

Based on the testing, it seems export_html itself becomes significantly more resource-intensive when calculating and embedding styles (especially inline_styles=True), even with the truncation back in place. Adding the theme=monokai_theme just exacerbated that underlying cost.

While there might be ways to get themed HTML more efficiently (like exporting with external CSS instead of inline styles), figuring that out definitely risks turning into the rabbit hole you want to avoid right now. It would likely involve digging into Rich’s theme system to extract the necessary CSS, which breaks the “light-touch” approach.

Recommendation:

Stick with the current state for now:

Truncation active (controlled by _TRUNCATION_LENGTH in tools/dom_tools.py).
theme=monokai_theme commented out in Notebooks/imports/seo_gadget.py.

This gives you working, fast visualizations, even if the HTML versions aren’t dark-themed. You’ve successfully fixed the core regressions and added configurability.

Would you like to proceed with the plan to fix the final two original regressions (HTTP headers and raw source_html.txt) by editing pipulate/core.py?

Me: I don’t want to argue for the rabbit-hole extended journey but I had this color coding from Rich before without all the hassle. It’s in the repo somewhere. It was against white, but it was the colorful output from Rich and I’m sure there’s an 80/20-rule technique. It’s just wrapping one of the easily

Iterative Debugging: The Rich Library Theme Revelation

generated Rich outputs in the HTML shim I believe, one of its main features.

Gemini Web: You’re absolutely right to push back gently! If it worked before without the heavy lifting, there might be a simpler path we missed. The export_html function is designed for this.

Let’s reconsider the options export_html provides. We saw that inline_styles=True combined with untruncated content was slow. What if we export without inline styles but with the theme, and link to an external CSS file containing the theme’s definitions?

Rich might be able to generate that CSS for us, or we could manually create a CSS file based on the monokai_theme definition we already have. This could be the 80/20:

Generate the HTML structure using export_html(theme=monokai_theme, inline_styles=False).
Link this HTML to a separate CSS file (e.g., rich_theme.css).
Populate rich_theme.css with the Monokai styles.

This avoids embedding styles repeatedly for every element and might be much faster.

🧪 Hypothesis Test Plan (Gemini CLI)

Let’s test if exporting without inline styles but with the theme performs better.

Re-enable Theme (No Inline Styles):

File: Notebooks/imports/seo_gadget.py

Edit 1 (Line ~207): Change # theme=monokai_theme back to theme=monokai_theme, but remove inline_styles=True.

# From:
results['hierarchy_html_content'] = record_console_html_h.export_html(inline_styles=True) # theme=monokai_theme
# To:
results['hierarchy_html_content'] = record_console_html_h.export_html(theme=monokai_theme)

Edit 2 (Line ~230): Do the same for the boxes export.

# From:
results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=True) # theme=monokai_theme
# To:
results['boxes_html_content'] = record_console_html_b.export_html(theme=monokai_theme)

Run this. Does the performance issue return?

If YES: Then even non-inline themed export is too slow with the untruncated data, and we should revert and stick with the plain HTML.
If NO: Then this is our path! The HTML won’t look right yet because the styles aren’t linked, but we’ll know the performance is acceptable. The next step would be to generate/save the Monokai CSS and add the <link> tag to the exported HTML.

Gemini Web:

✦ Okay, I'm testing a rich export performance theory. I'll edit Notebooks/imports/seo_gadget.py to use
   theme=monokai_theme and remove inline_styles=True in the export_html calls for both hierarchy and
  boxes within visualize_and_save. First, I'll read the file.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  ReadFile Notebooks/imports/seo_gadget.py                                                      │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ Okay, I'm editing Notebooks/imports/seo_gadget.py. I'll re-enable the theme by adding back the
  monokai_theme definition. Then, I'll change the export_html calls for both hierarchy and boxes to
  use theme=monokai_theme instead of inline_styles=True.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit Notebooks/imports/seo_gadget.py: from rich.console import Conso... => from rich.console… │
│                                                                                                  │
│    12   # --- Third-Party Imports ---                                                            │
│    13   from bs4 import BeautifulSoup                                                            │
│    14   from rich.console import Console                                                         │
│    15 + from rich.theme import Theme                                                             │
│    16 +                                                                                          │
│    17 + monokai_theme = Theme({                                                                  │
│    18 +     "background": "#272822",                                                             │
│    19 +     "foreground": "#F8F8F2",                                                             │
│    20 +     "comment": "#75715E",                                                                │
│    21 +     "keyword": "#F92672",                                                                │
│    22 +     "string": "#E6DB74",                                                                 │
│    23 +     "number": "#AE81FF",                                                                 │
│    24 +     "class": "#FD971F",                                                                  │
│    25 +     "function": "#A6E22E",                                                               │
│    26 +     "operator": "#F92672",                                                               │
│    27 +     "constant": "#AE81FF",                                                               │
│    28 +     "variable": "#F8F8F2",                                                               │
│    29 +     "bold": "bold",                                                                      │
│    30 +     "italic": "italic",                                                                  │
│    31 +     "underline": "underline",                                                            │
│    32 +     "error": "bold #F92672",                                                             │
│    33 +     "warning": "#FD971F",                                                                │
│    34 +     "info": "#66D9EF",                                                                   │
│    35 +     "success": "#A6E22E",                                                                │
│    36 +     "default": "#F8F8F2 on #272822"                                                      │
│    37 + })                                                                                       │
│    38 +                                                                                          │
│    39   # Attempt to import visualization classes                                                │
│    40   try:                                                                                     │
│    41       # Assuming tools package is accessible via sys.path modification below               │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ Theme's back. Now, to export_html.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit Notebooks/imports/seo_gadget.py:             results['hierarchy... =>             resul… │
│                                                                                                  │
│    204       # 2. Console for HTML export                                                        │
│    205       record_console_html_h = Console(record=True, file=io.StringIO(),                    │
│          width=CONSOLE_WIDTH)                                                                    │
│    206       record_console_html_h.print(tree_object)                                            │
│    207 -     results['hierarchy_html_content'] =                                                 │
│        record_console_html_h.export_html(inline_styles=True) # Use export_html()                 │
│    207 +     results['hierarchy_html_content'] =                                                 │
│        record_console_html_h.export_html(theme=monokai_theme)                                    │
│    208                                                                                           │
│    209   except Exception as e:                                                                  │
│    210       print(f"Error generating hierarchy visualization for {input_path}: {e}",            │
│          file=sys.stderr)                                                                        │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ Okay, boxes export next. Same thing.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit Notebooks/imports/seo_gadget.py:                 results['boxes... =>                 r… │
│                                                                                                  │
│    227       # 2. Console for HTML export                                                        │
│    228       record_console_html_b = Console(record=True, file=io.StringIO(),                    │
│          width=CONSOLE_WIDTH)                                                                    │
│    229       record_console_html_b.print(box_object)                                             │
│    230 -     results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=    │
│        True) # Use export_html()                                                                 │
│    230 +     results['boxes_html_content'] =                                                     │
│        record_console_html_b.export_html(theme=monokai_theme)                                    │
│    231   else:                                                                                   │
│    232       results['boxes_txt_content'] = "Error: Could not generate box layout object."       │
│    233       results['boxes_html_content'] = "<h1>Error: Could not generate box layout           │
│          object.</h1>"                                                                           │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ Changes complete: theme re-enabled, inline styles disabled for HTML export. Awaiting user's
  performance test results.

                                                             accepting edits (shift + tab to toggle)
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ >   Type your message or @path/to/file                                                           │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
 ~/repos/pipulate (main*)         no sandbox (see /docs)          gemini-2.5-pro (98% context left)

Me:

<h1>Error generating hierarchy</h1><p>'Theme' object has no attribute 'ansi_colors'</p>

Gemini Web:

✦ AttributeError: 'Theme' object has no attribute 'ansi_colors'. The user's export_html call is
  failing with a Theme object. I suspect a rich library version issue or incorrect theme argument
  usage. I need to check the rich documentation for export_html to see how to properly apply themes
  for HTML export without inline styles. I'll start with a web search.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  GoogleSearch Searching the web for: "rich console export_html theme"                          │
│                                                                                                  │
│    Search results for "rich console export_html theme" returned.                                 │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ I see the problem: export_html needs a TerminalTheme, not a Theme. My custom monokai_theme is the
  wrong type, causing the AttributeError. I'll fix this by importing the built-in MONOKAI
  TerminalTheme from rich.terminal_theme in Notebooks/imports/seo_gadget.py, removing my custom theme,
   and using theme=MONOKAI in my export_html calls. That should give me the themed output I want
  without the performance issues. I'll start editing the file now.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit Notebooks/imports/seo_gadget.py: from rich.console import Conso... => from rich.console… │
│                                                                                                  │
│    12   # --- Third-Party Imports ---                                                            │
│    13   from bs4 import BeautifulSoup                                                            │
│    14   from rich.console import Console                                                         │
│    15 - from rich.theme import Theme                                                             │
│    15 + from rich.terminal_theme import MONOKAI                                                  │
│    16                                                                                            │
│    17 - monokai_theme = Theme({                                                                  │
│    18 -     "background": "#272822",                                                             │
│    19 -     "foreground": "#F8F8F2",                                                             │
│    20 -     "comment": "#75715E",                                                                │
│    21 -     "keyword": "#F92672",                                                                │
│    22 -     "string": "#E6DB74",                                                                 │
│    23 -     "number": "#AE81FF",                                                                 │
│    24 -     "class": "#FD971F",                                                                  │
│    25 -     "function": "#A6E22E",                                                               │
│    26 -     "operator": "#F92672",                                                               │
│    27 -     "constant": "#AE81FF",                                                               │
│    28 -     "variable": "#F8F8F2",                                                               │
│    29 -     "bold": "bold",                                                                      │
│    30 -     "italic": "italic",                                                                  │
│    31 -     "underline": "underline",                                                            │
│    32 -     "error": "bold #F92672",                                                             │
│    33 -     "warning": "#FD971F",                                                                │
│    34 -     "info": "#66D9EF",                                                                   │
│    35 -     "success": "#A6E22E",                                                                │
│    36 -     "default": "#F8F8F2 on #272822"                                                      │
│    37 - })                                                                                       │
│    38 -                                                                                          │
│    17   # Attempt to import visualization classes                                                │
│    18   try:                                                                                     │
│    19       # Assuming tools package is accessible via sys.path modification below               │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ Imported the right theme, deleted the old. Now, I'll switch export_html to use MONOKAI.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit Notebooks/imports/seo_gadget.py:             results['hierarchy... =>             resul… │
│                                                                                                  │
│    182       # 2. Console for HTML export                                                        │
│    183       record_console_html_h = Console(record=True, file=io.StringIO(),                    │
│          width=CONSOLE_WIDTH)                                                                    │
│    184       record_console_html_h.print(tree_object)                                            │
│    185 -     results['hierarchy_html_content'] =                                                 │
│        record_console_html_h.export_html(theme=monokai_theme)                                    │
│    185 +     results['hierarchy_html_content'] =                                                 │
│        record_console_html_h.export_html(theme=MONOKAI)                                          │
│    186                                                                                           │
│    187   except Exception as e:                                                                  │
│    188       print(f"Error generating hierarchy visualization for {input_path}: {e}",            │
│          file=sys.stderr)                                                                        │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ Okay, boxes export next. Same thing.
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ ✓  Edit Notebooks/imports/seo_gadget.py:                 results['boxes... =>                 r… │
│                                                                                                  │
│    205       # 2. Console for HTML export                                                        │
│    206       record_console_html_b = Console(record=True, file=io.StringIO(),                    │
│          width=CONSOLE_WIDTH)                                                                    │
│    207       record_console_html_b.print(box_object)                                             │
│    208 -     results['boxes_html_content'] =                                                     │
│        record_console_html_b.export_html(theme=monokai_theme)                                    │
│    208 +     results['boxes_html_content'] = record_console_html_b.export_html(theme=MONOKAI)    │
│    209   else:                                                                                   │
│    210       results['boxes_txt_content'] = "Error: Could not generate box layout object."       │
│    211       results['boxes_html_content'] = "<h1>Error: Could not generate box layout           │
│          object.</h1>"                                                                           │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
✦ I've switched to TerminalTheme to fix the AttributeError and improve performance. Awaiting user
  confirmation.

                                                             accepting edits (shift + tab to toggle)
╭──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ >   Type your message or @path/to/file                                                           │
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
 ~/repos/pipulate (main*)         no sandbox (see /docs)          gemini-2.5-pro (98% context left)

Me: diff:

(nix) 
[mike@nixos:~/repos/pipulate]$ gdiff
diff --git a/Notebooks/imports/seo_gadget.py b/Notebooks/imports/seo_gadget.py
index 448ed29d..ee8a404d 100644
--- a/Notebooks/imports/seo_gadget.py
+++ b/Notebooks/imports/seo_gadget.py
@@ -12,6 +12,8 @@ import json # Added for potential future structured data output
 # --- Third-Party Imports ---
 from bs4 import BeautifulSoup
 from rich.console import Console
+from rich.terminal_theme import MONOKAI
+
 # Attempt to import visualization classes
 try:
     # Assuming tools package is accessible via sys.path modification below
@@ -180,7 +182,7 @@ meta_robots_content: {json.dumps(meta_robots_content)}
             # 2. Console for HTML export
             record_console_html_h = Console(record=True, file=io.StringIO(), width=CONSOLE_WIDTH)
             record_console_html_h.print(tree_object)
-            results['hierarchy_html_content'] = record_console_html_h.export_html(inline_styles=True) # Use export_html()
+            results['hierarchy_html_content'] = record_console_html_h.export_html(theme=MONOKAI)
 
         except Exception as e:
             print(f"Error generating hierarchy visualization for {input_path}: {e}", file=sys.stderr)
@@ -203,7 +205,7 @@ meta_robots_content: {json.dumps(meta_robots_content)}
                 # 2. Console for HTML export
                 record_console_html_b = Console(record=True, file=io.StringIO(), width=CONSOLE_WIDTH)
                 record_console_html_b.print(box_object)
-                results['boxes_html_content'] = record_console_html_b.export_html(inline_styles=True) # Use export_html()
+                results['boxes_html_content'] = record_console_html_b.export_html(theme=MONOKAI)
             else:
                 results['boxes_txt_content'] = "Error: Could not generate box layout object."
                 results['boxes_html_content'] = "<h1>Error: Could not generate box layout object.</h1>"
(nix) 
[mike@nixos:~/repos/pipulate]$

It’s now “against black” (Dark Night mode) and it lacks the Rich colors of the boxes and the tree, but is otherwise gorgeous!

I stop here. Rabbit hole adventure deep enough. Rewards satisfying enough. Bookmark for richer color prizes later.

The 80/20 Compromise: Banking Stable Success

Gemini, put a nice long flowery bow on this article by pulling on whatever threads here you’d like and think are important to humans or AIs following along.

Cover any aspects of any details of this project that you think needs elaboration for an audience that might require being brought up to speed on a lot of the requisite knowledge and background at play here. Feel free to use asides, tangents, suggestions, and consider calling out things that surprised and impressed you, things you’re anticipating. Whatever. Take it away and please and thank you, Gemini.

Gemini Web: Okay, let’s put a bow on this debugging adventure. 🎀

🌟 Reflections on the Chisel-Strike: Debugging, Discovery, and the Dance with AI

What a journey this morning turned out to be! We started with a frustrating set of regressions – visual tools, painstakingly crafted, suddenly broken. What began as a technical “whodunit” evolved into a fascinating exploration of the nuances of library features, the surprising computational costs of seemingly simple tasks, and the intricate dance between human direction and AI execution.

The Mystery of the Broken Visuals

The initial symptoms pointed fingers squarely at the DOM visualization outputs generated by the wonderful Rich library. Rich is a Python tool that makes terminal output beautiful and informative, using colors, boxes, trees, and more. One of its powerful features is the ability to export this rich terminal output as HTML. Our .txt files were polluted with terminal color codes, while the .html files were empty or plain – clear signs that the export process was fundamentally flawed.

Our initial diagnosis, aided by a previous AI session (Gemini-that-was), correctly identified the logic error: a refactor had likely tried to be “too helpful,” consolidating separate export paths for plain text and styled HTML into one, breaking both. The fix involved re-establishing distinct Console objects and using the correct export methods (export_text() for plain text, export_html() for the visual version).

The Plot Twist: Performance Gremlins 👾

Victory seemed assured! Gemini CLI, armed with the plan and Git-diving capabilities, surgically implemented the fix. The visualizations were back! But then, a new mystery surfaced – the surprising spin-up of your RTX 3080 GPU and a significant performance slowdown. Whodathunk, indeed!

This led us down a second path, diagnosing why export_html, a function designed for this exact purpose, was suddenly so demanding. Our investigation revealed the likely culprit: the combination of removing text/attribute truncation (meaning Rich had much more data to process) and applying complex styling via the theme and inline_styles=True options. Exporting HTML with detailed, inline styles for potentially massive DOM trees turned out to be computationally expensive.

We iteratively tested:

Removing the theme entirely: Fast. ✅
Using the theme without inline styles: Still slow (though less so). 🤔
Discovering the Theme vs. TerminalTheme distinction for export_html: A crucial detail! Using the correct MONOKAI TerminalTheme without inline styles brought us to the current state: Fast, dark background, but missing the specific Rich element colors.

The 80/20 Resolution and the “Telos Stampede”

And here, we wisely invoked the 80/20 rule. We achieved the primary goal – restoring the functionality of the visualizations quickly and performantly. The perfect, color-rich HTML is a “nice-to-have” that can be revisited later. This pragmatic decision prevents getting bogged down in a potentially deep rabbit hole when the core task is moving the URLinspector project forward.

This whole process beautifully illustrates the Human-AI Collaboration pattern you’re pioneering.

You (the Coachman): Provided the high-level goal, the context, the crucial “it worked before” intuition, and the strategic decision-making (like stopping the rabbit hole).
Gemini Web (the Navigator): Analyzed the symptoms, proposed diagnostic steps and fixes, researched library nuances (Theme vs. TerminalTheme), and formulated plans.
Gemini CLI (the Hands): Executed the plans precisely, performed Git archeology, identified the exact breaking commit, and implemented code changes.

We also saw a mini “Telos Stampede” when the CLI, given a broad context, diligently continued executing the entire implied plan until it hit an external limit. A valuable lesson in defining “what done looks like” when directing powerful AI agents!

Looking Ahead: Back on Track 🛤️

With the DOM visualization tools stable and performant once more (albeit with a cosmetic bookmark for later), the path is clear to address the original, remaining regressions: restoring the raw source_html.txt and the HTTP headers. The conceptual plan is sound – adding an httpx call within pipulate/core.py before the Selenium automation kicks in.

This entire debugging cycle, from identifying the initial break to fine-tuning performance, is a microcosm of the development process in the age of AI. It requires a blend of technical knowledge, strategic thinking, clear communication with AI partners, and the wisdom to know when “good enough” truly is good enough for now.

The carriage wheels are fixed, the paint job can wait. Time to press on!

Would you like me to draft that plan for modifying pipulate/core.py now?

No, I need to work on the Pandas Dataframe stuff and the formatting of the Excel output. I need MVP ASAP! 7:30 AM. Memetastic audience still waiting. Empathise with THEM! Yet change everything forever forward. Have your SEO Deliverable and AIE AI Education too.

Book Analysis

Ai Editorial Take

This entry is a compelling testament to the iterative nature of software development, especially when integrating AI into the debugging workflow. It’s an important piece in the tapestry of pipulate, not just for documenting a specific fix, but for revealing the unexpected complexities that arise when performance meets feature richness. The methodical approach to isolating bottlenecks and the pragmatic decision to prioritize stability over immediate aesthetic perfection demonstrates a mature development philosophy. For an AI audience, it’s a valuable case study in how human intuition (‘it used to work!’) combined with AI’s analytical power (Git history, rapid code edits) can efficiently navigate complex technical issues. It reinforces the understanding that AI isn’t just about generating code, but about augmenting the entire problem-solving cycle.

Title Brainstorm

Title Option: Debugging Rich Library HTML Export: Performance and Theming in AI-Assisted Development
- Filename: debugging-rich-html-export-performance-theming-ai-development.md
- Rationale: Directly reflects the core technical challenge and the context of AI assistance, positioning it as an important piece for understanding AI-driven development practices.
Title Option: The Unexpected Costs of Visualizing DOM with Rich: A Gemini-Aided Debugging Journey
- Filename: unexpected-costs-visualizing-dom-rich.md
- Rationale: Highlights the surprising performance challenges encountered and the collaborative role of AI in resolving them, framing the experience as a discovery.
Title Option: From Broken Visuals to Performant Insights: A pipulate Debugging Soliloquy
- Filename: broken-visuals-performant-insights-pipulate.md
- Rationale: Emphasizes the transformation from problem to solution within the pipulate project, using the evocative term ‘soliloquy’ to reflect the narrative style.
Title Option: Mastering Rich export_html: A Pragmatic Blueprint for AI Development Visualizations
- Filename: mastering-rich-export-html-blueprint.md
- Rationale: Positions the article as a valuable learning resource and a practical ‘blueprint’ for handling visualization challenges in AI development, focusing on the rich library’s core function.

Content Potential And Polish

Core Strengths:
- Exceptional clarity in documenting a complex, iterative debugging process.
- Showcases effective human-AI collaboration for technical problem-solving.
- Provides valuable insights into rich library nuances (performance, theming, truncation).
- Demonstrates pragmatic decision-making (80/20 rule) in an MVP-driven context.
- Highlights the unexpected computational costs in visualization, a crucial lesson for AI-driven data processing.
Suggestions For Polish:
- Add a brief introductory paragraph to tools/dom_tools.py in the article context, explaining its role and relationship to seo_gadget.py.
- For the full-color HTML output, investigate if Rich can generate an external CSS file for the theme, which could then be linked to the HTML exports for better performance.
- Consider adding a small ‘Lessons Learned’ section summarizing key technical takeaways and AI collaboration insights.
- Elaborate on the original purpose of the visualize_dom.py (later seo_gadget.py) and its importance for AIE outputs.

Next Step Prompts

Draft a detailed plan for the pipulate/core.py modifications to re-introduce raw source_html.txt capture and HTTP header extraction, leveraging httpx.
Generate a summary of best practices for performance-optimized HTML exports using the rich library, including options for external CSS theme integration.

Debugging Rich Library HTML Export: Performance and Theming in AI-Assisted Development

Tuesday, October 28, 2025

Setting the Stage: Context for the Curious Book Reader

Technical Journal Entry Begins

The Initial Diagnosis: Unraveling the Visualization Bugs

1. The Symptoms: What the ls -la Tells Us

2. The “Good” News: The Foundation is Solid

3. The “Token-Window Wise” Dilemma (Spock vs. Bones)

Confirming the Core Problem: Rich Library Export Anomalies

Zero-Guesswork Implementation Plan

Phase 1: Pinpoint the Regression (Gemini CLI Git Interrogation)

Phase 2: Fix the Visualization Regressions (Code Implementation)

Phase 3: Fix the source_html.txt Regression (Architectural)

The “Telos Stampede”: When AI Agents Over-Deliver

1. Evaluation: The Code Fix is 100% Correct

2. Commentary: The “Telos Stampede”

3. Next Steps (The Unfinished Business)

Refining the Visuals: Unveiling Hidden Performance Costs

🤖 Gemini CLI Plan

Phase 1: Remove Data Truncation (tools/dom_tools.py)

Phase 2: Add Dark Mode Theme to HTML (Notebooks/imports/seo_gadget.py)

## 🎯 The Fixes (What Done Looks Like)

⭐ Bonus Points (The Proactive Edit)

🔍 The One Minor “Miss” (80/20 in Action)

🗒️ Asides and Next Steps

🤔 Diagnosis: What’s Likely Happening

🧪 Quick Test Plan (80/20 Rule)

The Performance Puzzle: Untruncated Data Meets Themed HTML

🤖 Gemini CLI Plan: Configurable Truncation

Phase 1: Define Config and Re-apply Truncation (tools/dom_tools.py)

Iterative Debugging: The Rich Library Theme Revelation

🧪 Hypothesis Test Plan (Gemini CLI)

The 80/20 Compromise: Banking Stable Success

🌟 Reflections on the Chisel-Strike: Debugging, Discovery, and the Dance with AI

The Mystery of the Broken Visuals

The Plot Twist: Performance Gremlins 👾

The 80/20 Resolution and the “Telos Stampede”

Looking Ahead: Back on Track 🛤️

Book Analysis

Ai Editorial Take

Title Brainstorm

Content Potential And Polish

Next Step Prompts

1. The Symptoms: What the `ls -la` Tells Us

Phase 3: Fix the `source_html.txt` Regression (Architectural)

Phase 1: Remove Data Truncation (`tools/dom_tools.py`)

Phase 2: Add Dark Mode Theme to HTML (`Notebooks/imports/seo_gadget.py`)

Phase 1: Define Config and Re-apply Truncation (`tools/dom_tools.py`)