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 checkpoint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 | checkpoint |
| version | 1.0.0 |
| description | [Utilities] Save analysis context to checkpoint file for recovery |
| disable-model-invocation | false |
[IMPORTANT] Use
TaskCreateto break ALL work into small tasks BEFORE starting — including tasks for each file read. This prevents context loss from long files. For simple tasks, AI MUST ask user whether to skip.
Goal: Save current analysis context and progress to an external file for recovery after context loss.
Workflow:
plans/reports/checkpoint-{timestamp}-{slug}.mdKey Rules:
Be skeptical. Apply critical thinking, sequential thinking. Every claim needs traced proof, confidence percentages (Idea should be more than 80%).
Save current analysis, findings, and progress to an external memory file to prevent context loss during long-running tasks.
Use this command when:
Files are saved to: plans/reports/checkpoint-{timestamp}-{slug}.md
Create a checkpoint file with the following structure:
# Get current date for filename
date +%y%m%d-%H%M
Collect and document:
Create a markdown file at plans/reports/checkpoint-YYMMDD-HHMM-{task-slug}.md with:
# Memory Checkpoint: [Task Description]
> Checkpoint created to preserve analysis context during [task type].
## Session Info
- **Created:** [timestamp]
- **Task:** [description]
- **Branch:** [git branch]
- **Phase:** [current phase]
## Current Task Summary
[Brief description of what you're working on]
## Key Findings
### Analysis Results
- [Finding 1]
- [Finding 2]
- [Finding N]
### Patterns Discovered
- [Pattern 1]
- [Pattern 2]
### Dependencies Identified
- [Dependency 1]
- [Dependency 2]
## Files Context
### Analyzed Files
| File | Purpose | Relevance |
| --------------- | --------- | --------------- |
| path/to/file.cs | [purpose] | High/Medium/Low |
### Modified Files
- `path/to/modified.ts` - [change description]
### Pending Files
- `path/to/pending.cs` - [why pending]
## Progress Summary
### Completed
- [x] [Completed item 1]
- [x] [Completed item 2]
### In Progress
- [ ] [Current item]
### Remaining
- [ ] [Remaining item 1]
- [ ] [Remaining item 2]
## Important Context
### Critical Information
[Information that must not be lost]
### Assumptions Made
[Assumption 1]
[Assumption 2]
[Decision 1] - [rationale]
[Decision 2] - [rationale]
[Immediate next action]
[Following action]
[Subsequent action]
[ ] [Question 1]
[ ] [Question 2]
To resume this task after context reset:
Read this checkpoint file
Review [specific files] for context
Continue from [specific point]
---
Update your todo list to reflect checkpoint was created:
- [x] Create memory checkpoint at [timestamp]
/context - Load project context/compact - Manually trigger context compaction/watzup - Generate progress summaryIMPORTANT Task Planning Notes (MUST FOLLOW)