用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt;运行前请先检查来源。
npx skills add https://github.com/majiayu000/claude-skill-registry --skill a命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地?可下载 SkillsMP 当前能够提供的文件。
LLM token logprobs and calibration. Per-decision confidence, ECE, Brier, reliability diagrams, low-confidence triage.
Analyze LLM token logprobs and calibration. Use for per-decision confidence, ECE, Brier scores, reliability diagrams, and low-confidence triage.
回顾最近 N 天的 Claude Code 使用记录——扫描原始会话数据,按主题分组汇总"我都做了什么",并从个人操作系统视角输出模式、风险与增删建议。当用户说 /recap、"看看我这几天做了什么"、"回顾一下我最近的会话"、"这两天我用 claude 干了啥"、"活动回顾" 时使用。
基于 SOC 职业分类
正在显示 SKILL.md
| name | a |
| description | Trigger: /a. Never auto-trigger on think, scan, consider, or examine. |
Structured Q&A that converges on decisions. Questions evolve based on answers.
/analyze — asks "What needs solving?"/analyze <topic> — skips opening question/analyze resume — finds last decision tracker in conversation, continues"~N decisions to work through (some will be auto-decided)"One question at a time via AskUserQuestion.
Auto-decide when codebase evidence makes one option overwhelmingly correct. Present initial auto-decisions as a batch before the first human question:
### Auto-decided (review before we continue)
1. ✅ (auto) [topic]: [answer] — [rationale]
Ask: "Want to revisit any of these, or move on?" If flagged, convert to regular question.
Questions:
After each answer:
🆕), kill existing ones (mark ➖)?### Decisions (N decided, ~M remaining)
1. ✅ [topic]: [answer] — [why]
2. ✅ (auto) [topic]: [answer] — [rationale]
3. ⬜ [next]...
Go back (user types via Other): Re-ask previous question, mark it ⬜, re-evaluate downstream.
Park (user types via Other): Stop. Output tracker as-is. Write decisions.md with ## Unresolved section. Do NOT suggest /b.
Early resolution — ONLY when outcome is a single localized fix (one file, no conventions, no docs):
decisions.md, summarize inline. Simple enough to implement directly — no pipeline needed.Full bridge — default path (multi-file, conventions, or docs):
## Decision: [topic]
**Approach:** [what and how]
**Why:** [codebase-grounded reasons]
**Rejected:** [alternative] — [why it fails]; ...
**Risks:** [trade-offs and pitfalls carried by chosen approach]
**Scope:** [in/out]
**Key decisions:**
- [decision]
Rejected and Risks exist so /b can convert them into guardrails. One line each. Omit if genuinely empty.
2. Ask "Anything you'd change?" — apply changes if requested.
3. Write decisions.md at repo root. This is the primary deliverable. Never skip it on the full bridge path.
4. Suggest: "Run /b in a fresh session."
decisions.md. Exception: early resolution./b.