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Documentation generator for public APIs, functions, and modules. Use when exports, signatures, or new modules are added or changed.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
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Documentation generator for public APIs, functions, and modules. Use when exports, signatures, or new modules are added or changed.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
Analyzes or compares 2+ papers or methods. Triggers on "compare these papers", "analyze this method", "which is better?".
Verifies every Markdown link citation in `_papers/` and `_ideas/` notes resolves to the correct paper and that the attributed claim actually matches what the paper says. Gate skill — run before finalizing literature_review/go/check outputs.
Adversarial self-review gate that re-reads a literature review, comparison, or idea list before it's presented as final, hunting for overclaiming, cherry-picking, and gaps.
Evidence-hierarchy enforcer for research and analysis. Rates every claim by its evidence tier (primary > peer-reviewed > secondary > anecdotal) and refuses to overstate. Use when synthesizing findings or answering factual questions.
Reads and summarizes ONE specific paper. Triggers on "read this paper", "summarize X", or when the user gives a specific paper title/link.
Searches online for ML/AI papers relevant to a topic. Triggers on "find papers about X", "recent research on X", "any papers on this topic?".
SOC 職業分類に基づく
| name | document |
| description | Documentation generator for public APIs, functions, and modules. Use when exports, signatures, or new modules are added or changed. |
Why: Undocumented changes are the most common source of onboarding friction. Catching every diff ensures no public surface is left without context.
Follow the project's existing doc style. If none exists:
TypeScript/JavaScript:
/**
* Brief description of what this does.
*
* @param name - Description of parameter
* @returns Description of return value
* @throws ErrorType - When this happens
*
* @example
* const result = myFunction("input");
*/
Python:
def my_function(name: str) -> str:
"""Brief description.
Args:
name: Description of parameter.
Returns:
Description of return value.
Raises:
ValueError: When this happens.
"""
Why: Consistent doc style across the project reduces cognitive load for every reader. Inlining examples prevents the "how do I call this?" round-trip.
Why: Noise docs train readers to ignore all comments. Document only where the code cannot speak for itself.
| Excuse | Rebuttal | What to do instead |
|---|---|---|
| "The code is self-documenting" | Good naming helps readers, but doesn't explain intent, constraints, or edge cases. | Document the why, the constraints, and the non-obvious. |
| "I'll document it later" | Later never comes. If it's worth exporting, it's worth documenting now. | Document as you write. Updating is cheaper than reconstructing intent. |
| "Docs go stale anyway" | Stale docs are better than no docs. They at least signal intent. Keep them in sync with code changes. | Put docs near code (JSDoc/docstring). They update with the code. |
Before claiming documentation is done, show ALL applicable:
@param / @returns / @throws present for non-trivial functions@example for complex APIs"I added docs" without showing them = not documented.
// increment i → i++