Borrowing it
Nothing to install: this file belongs to mrkhachaturov/mkdocs-ask-ai. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/mrkhachaturov/mkdocs-ask-ai/main/CLAUDE.mdgit clone --depth 1 https://github.com/mrkhachaturov/mkdocs-ask-aiWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/mrkhachaturov/mkdocs-ask-ai/claude-md)<a href="https://agentmods.dev/instructions/mrkhachaturov/mkdocs-ask-ai/claude-md"><img src="https://agentmods.dev/badge/instructions/mrkhachaturov/mkdocs-ask-ai/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/mrkhachaturov/mkdocs-ask-ai/claude-md"><img src="https://agentmods.dev/badge/instructions/mrkhachaturov/mkdocs-ask-ai/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00540 | $0.00540 |
| Opus 5 | $0.00270 | $0.00270 |
| Sonnet 5 | $0.00108 | $0.00108 |
| Haiku 4.5 | $0.00054 | $0.00054 |
Grade A, and why
mkdocs-ask-ai CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 51 lines — stays where its author put it; the contents beside it link to each section on GitHub.
mkdocs-ask-ai — Claude Context
What This Is
MkDocs plugin for AI-ready documentation. Published on PyPI as mkdocs-ask-ai.
Repo Structure
src/mkdocs_ask_ai/
├── __init__.py ← version string (must stay in sync with pyproject.toml)
├── config.py ← MkDocs plugin config options (includes deprecated copy_button_* — do NOT remove)
├── plugin.py ← main MkDocs plugin (hooks, AI menu, llms.txt generation)
├── mcp_index.py ← docs-index.json builder
├── mcp_server.py ← FastMCP server (tools + resources)
└── cli.py ← CLI entry point: `mkdocs-ask-ai mcp` starts the MCP server
tests/ ← pytest unit tests (mcp_index + mcp_server helpers)
test-site/ ← fixture MkDocs site used by CI smoke tests (not real user docs)
docs/ ← internal design artifacts (specs, plans) — tracked in git
.artifacts/ ← local AI planning output — gitignored, never commit
Development
make install-dev # editable install with dev + mcp extras
make check # lint + format check + tests
make lint # ruff check --fix
make format # ruff format
make test # pytest
Release
Use the /release skill — it bumps version, tags, and pushes to trigger
automated PyPI publishing via GitHub Actions trusted publishing.
Key Rules
- Version must be updated in BOTH
pyproject.tomlANDsrc/mkdocs_ask_ai/__init__.py - MCP SDK is an optional dependency — all
mcp.*imports must stay inside the_HAS_MCPguard or insidecreate_server() - Plugin supports Python 3.9+; MCP features require 3.10+ (guarded by
[mcp]extra) config.pyhas deprecated options (enable_copy_button,copy_button_text,copy_button_position,copy_button_style) — keep them for backwards compatibility, do not removetest-site/is a CI fixture, not user-facing documentation — do not edit it as real content- Pre-commit hooks run ruff lint + format on every commit
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 51 lines · 540 tokens per session scan A cdc6e8fadee9
mkdocs-ask-ai CLAUDE.md is an instructions file published in the GitHub repository mrkhachaturov/mkdocs-ask-ai (4 stars, last pushed 5mo ago), licensed MIT. It adds 540 tokens to every session, about $0.0027 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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