Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add rules/bambooshadow-studio/mcp-power-pack/ai-documentationgit clone --depth 1 https://github.com/bambooshadow-studio/mcp-power-packWrote 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/rules/bambooshadow-studio/mcp-power-pack/ai-documentation)<a href="https://agentmods.dev/rules/bambooshadow-studio/mcp-power-pack/ai-documentation"><img src="https://agentmods.dev/badge/rules/bambooshadow-studio/mcp-power-pack/ai-documentation.svg" alt="Measured on agentmods" 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 | $0.00358 | $0.00358 |
| Opus 5 | $0.00179 | $0.00179 |
| Sonnet 5 | $0.00072 | $0.00072 |
| Haiku 4.5 | $0.00036 | $0.00036 |
Grade A, and why
ai-documentation 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 4d 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.
What it actually says
Rule Name: ai-documentation Description: Generate and update documentation when creating or modifying public APIs, complex logic, or configuration files. Filters:
- file: "*.py"
- file: "*.js"
- file: "*.ts"
- file: "*.rs"
- file: "*.go"
- file: "*.md"
- file: "*.yaml"
- file: "*.yml"
- file: "*.json"
// DOCUMENTATION STANDARDS
When to Document
- New functions, classes, or modules
- Public API endpoints
- Configuration files with non-obvious values
- Complex business logic
- Breaking changes to existing APIs
Documentation Standards
Python (Google-style docstrings)
def func(param1: str, param2: int) -> bool:
"""Short description.
Longer description of what this does.
Args:
param1: Description of param1
param2: Description of param2
Returns:
Description of return value
Raises:
ValueError: When input is invalid
"""
TypeScript/JSDoc
/**
* Short description of function.
* @param param1 - Description of param1
* @param param2 - Description of param2
* @returns Description of return value
*/
README Updates
When modifying project structure, CLI commands, or APIs:
- Update the relevant section in README
- Document setup steps for new dependencies
- Add usage examples
Code Comments
- Explain WHY, not what (the code shows what)
- Add TODO/FIXME/HACK markers for known improvements
- Document non-obvious behavior and edge cases
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.
- 4d ago First seen · 64 lines · 358 tokens per session scan A 12164f6883d8
ai-documentation is a cursor rule published in the GitHub repository bambooshadow-studio/mcp-power-pack (1 stars, last pushed 2mo ago), licensed MIT. It adds 358 tokens to every session, about $0.0018 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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