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。
Execute implementation plans in batches with review checkpoints
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。
Execute plans in controlled batches with verification gates.
"I'm using the Executing Plans skill to implement this plan."
Load Plan → Review → Execute Batch → Report → Feedback → Next Batch
Default batch size: 3 tasks
For each task:
in_progresscompletedAfter each batch:
## Batch Complete
**Implemented:**
- Task 1: [summary]
- Task 2: [summary]
- Task 3: [summary]
**Verification:**
\`\`\`
[test output]
\`\`\`
Ready for feedback.
Based on feedback:
🛑 Stop immediately when:
Ask for clarification. Don't guess.
Before marking ANY task complete:
No "should work" or "looks good" - actual verification output.
### Batch N Complete
| Task | Status | Verification |
|------|--------|--------------|
| Task X | ✅ | 12/12 tests pass |
| Task Y | ✅ | Build successful |
| Task Z | ⚠️ | Needs review |
**Next batch:** Tasks A, B, C
Continue?
After all tasks:
finishing-branch skill if applicable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。