ai-documentation

ai-documentation is a cursor rule for coding agents from bambooshadow-studio/mcp-power-pack. It costs 358 tokens per session, scanned A, original, MIT.

A set of coding rules that keeps documentation alongside public APIs, complex logic, and configuration files as they change.

In plain words
What is it for?
Use it when adding or changing functions, classes, API endpoints, configuration, business logic, or breaking changes in Python, JavaScript, TypeScript, Rust, Go, Markdown, YAML, or JSON files.
Why use it?
It reduces the chance that code, commands, or configuration become difficult to understand or that the README describes an outdated project.

Cursor rule

Install

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.

agentmods
npx agentmods add rules/bambooshadow-studio/mcp-power-pack/ai-documentation
Clone the repo
git clone --depth 1 https://github.com/bambooshadow-studio/mcp-power-pack

Wrote 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.

agentmods badge for ai-documentation

README.md
[![agentmods](https://agentmods.dev/badge/rules/bambooshadow-studio/mcp-power-pack/ai-documentation.svg)](https://agentmods.dev/rules/bambooshadow-studio/mcp-power-pack/ai-documentation)
Your own site
<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>
Per session 358 This file is loaded in full into every session.
When invoked 358 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce 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

Measured 4d ago against content hash 12164f6883d8, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

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.

pro/cursor-rules/ai-documentation.mdc · 64 lines

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:

  1. Update the relevant section in README
  2. Document setup steps for new dependencies
  3. 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
Changes

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.

  1. 4d ago First seen · 64 lines · 358 tokens per session scan A 12164f6883d8

Subscribe to this mod's changes

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.