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。
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.
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。
Every code claim needs a citation. file:line or it didn't happen.
When you mention any of these, include the file path and line number:
Standard: file:line
Example: src/auth.ts:42
With range: file:line-line
Example: src/auth.ts:42-58
With context: description at file:line
Example: "the validateToken function at src/auth.ts:42"
Before sending a response, scan it for uncited claims:
Bad: "The authentication middleware checks for valid tokens." Good: "The authentication middleware at src/middleware/auth.ts:15-30 checks for valid tokens by calling validateToken()."
Bad: "There's a bug in the error handling." Good: "The catch block at src/api/users.ts:87 swallows the error without logging it."
Bad: "The config file has the wrong timeout." Good: "The timeout at config/production.json:23 is set to 5000ms, which may be too low for this API call."
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。
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。
Verify every claim from multiple independent angles -- code, docs, tests, git history. Use when you need high confidence that something is correct before acting on it.
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。