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.
中文简介正在准备中。当前显示原文说明。
Execute implementation plans in batches with review checkpoints
中文简介正在准备中。当前显示原文说明。
查看安装方法安装前可以查看交给 AI 代理的指令内容。
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:
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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.
中文简介正在准备中。当前显示原文说明。
Transform rough ideas into solid designs through structured questioning
中文简介正在准备中。当前显示原文说明。
Canvas API Connection Skill
中文简介正在准备中。当前显示原文说明。
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.
中文简介正在准备中。当前显示原文说明。
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.
中文简介正在准备中。当前显示原文说明。
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.
中文简介正在准备中。当前显示原文说明。