Complete methodology for preventing AI hallucinations. Use when accuracy is critical and you need Claude to verify before claiming, cite before asserting, and admit uncertainty instead of guessing.
日本語の概要は準備中です。原文の説明を表示しています。
Multi-angle review of responses before delivery. Audits from 4 perspectives -- factual accuracy, logical consistency, completeness, and safety. Use for high-stakes responses where errors have real consequences.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Review every response from 4 independent angles before delivery.
Is every claim true?
Check:
Does the response contradict itself?
Check:
Is anything missing?
Check:
Could this cause harm?
Check:
CRITICAL: Wrong information that would cause harm (wrong security advice, data-destroying command) -> Must fix before delivering. If you can't fix, do not deliver.
WARNING: Incomplete or potentially misleading information -> Fix if possible. If not, add a clear caveat.
MINOR: Style issues, missing context that isn't essential -> Fix if quick. Otherwise note for follow-up.
Before sending any response with code or technical advice:
[ ] Every file path verified with Glob [ ] Every function/variable verified with Grep or Read [ ] Steps are in correct order [ ] No self-contradictions [ ] The actual question is answered [ ] Dangerous operations have warnings [ ] Rollback path exists for destructive changes
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Complete methodology for preventing AI hallucinations. Use when accuracy is critical and you need Claude to verify before claiming, cite before asserting, and admit uncertainty instead of guessing.
日本語の概要は準備中です。原文の説明を表示しています。
Transform rough ideas into solid designs through structured questioning
日本語の概要は準備中です。原文の説明を表示しています。
Canvas API Connection Skill
日本語の概要は準備中です。原文の説明を表示しています。
Forces every code-related claim to include file:line citations. No citation means the claim must be verified or removed. Use when building documentation, writing code reviews, or any output that others will rely on.
日本語の概要は準備中です。原文の説明を表示しています。
Assign confidence scores (0-100) to every claim in a response. Helps users understand which parts are verified facts and which are educated guesses. Use when the user needs to know how much to trust each part of the answer.
日本語の概要は準備中です。原文の説明を表示しています。
Forces Claude to extract exact quotes from files before making claims about them. Prevents hallucinations by grounding every statement in actual text from the codebase. Use when working with large files or unfamiliar code.
日本語の概要は準備中です。原文の説明を表示しています。