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Agent Skill · 研究检索

github-commit-recovery(GitHub 提交 recovery)

用于围绕 GitHub 仓库、Issue、Pull Request、分支、提交和代码协作流程提供辅助能力。它适合让 Agent 查询项目状态、整理变更、辅助创建或检查协作事项,并把仓库中的信息转成可执行的下一步。使用时需要区分只读查询和写入操作;涉及创建 PR、修改 Issue、推送分支或访问私有仓库时,应确认 token 权限、目标仓库范围和用户授权。

github-commit-recovery 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为接触敏感数据;许可证为 MIT,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 57,638。

总安装 428周安装 18GitHub Stars 1,966下载 150核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:github-commit-recovery(GitHub 提交 recovery)
来源仓库:https://github.com/gadievron/raptor
仓库路径:skills/github-commit-recovery
安装命令:
npx skills add https://github.com/gadievron/raptor --skill github-commit-recovery
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/gadievron/raptor --skill github-commit-recovery

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

恢复或回滚 GitHub 仓库中的错误提交,保障代码完整性。适用于撤销误提交、修复历史记录或提取丢失的代码片段。支持基于时间戳或内容哈希定位目标提交,生成恢复方案。执行前建议备份当前状态,防止数据覆盖导致不可逆损失。github-commit-recovery 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/github-commit-recovery

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/gadievron/raptor --skill github-commit-recover…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要接触敏感数据,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

github-commit-recovery 怎么安装?

在终端执行 npx skills add https://github.com/gadievron/raptor --skill github-commit-recovery。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

github-commit-recovery 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

github-commit-recovery 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

github-commit-recovery 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

github-commit-recovery 用的人多吗?

公开数据是累计安装 428 次,近一周安装 18 次,下载 150 次,GitHub 1,966 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

github-commit-recovery 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。
  • 来源仓库有 1,966 星,维护活跃度相对可查。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
github-commit-recovery

GitHub 提交 recovery · 本页

4281,966接触敏感数据MIT有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

GitHub Commit Recovery

Purpose: Access commit content, diffs, and metadata directly from GitHub when you have commit SHAs. Includes methods for retrieving "deleted" commits that remain accessible on GitHub servers.

When to Use This Skill

  • You have commit SHAs and need actual code content
  • Investigating commits that were force-pushed over ("deleted")
  • Need commit diffs, patches, or full file contents
  • Verifying commit authorship or metadata
  • Retrieving content from dangling commits

SHA Sources: GitHub Archive, git reflog, CI/CD logs, PR comments, issue references, external archives, security reports.

Core Principles

Deleted Commits Are Never Really Deleted:

  • When developers force push to "delete" commits, GitHub keeps them indefinitely
  • Any commit SHA remains accessible if you know the hash
  • GitHub displays a warning ("This commit does not belong to any branch") but serves the content
  • Even 4 hex digits can access commits (with collision risk)

Rate Limits Matter:

  • Authenticated API: 5,000 requests/hour
  • Unauthenticated API: 60 requests/hour
  • Web interface: Undocumented limits, WAF may block heavy usage
  • Git operations: No explicit limit, but excessive cloning may trigger throttling

Quick Start

Access a "deleted" commit via web browser:

https://github.com/org/repo/commit/FULL_COMMIT_SHA

Get commit as patch file:

curl -L https://github.com/org/repo/commit/FULL_COMMIT_SHA.patch

Query via REST API:

curl -H "Authorization: Bearer $GITHUB_TOKEN" \
  https://api.github.com/repos/org/repo/commits/FULL_COMMIT_SHA

Accessing Deleted Commits

Method 1: Direct Web Access

GitHub serves "deleted" commits at predictable URLs. These commits show a warning banner but content remains fully accessible.

Commit View:

https://github.com/<ORG>/<REPO>/commit/<SHA>

Patch Format (raw diff with headers):

https://github.com/<ORG>/<REPO>/commit/<SHA>.patch

Diff Format (unified diff only):

https://github.com/<ORG>/<REPO>/commit/<SHA>.diff

Example:

# View commit that was force-pushed over
curl -L https://github.com/grapefruit623/gcloud-python/commit/e9c3d31212847723aec86ef96aba0a77f9387493

# Download as patch
curl -L -o leaked_commit.patch \
  https://github.com/grapefruit623/gcloud-python/commit/e9c3d31212847723aec86ef96aba0a77f9387493.patch

Short SHA Access: GitHub allows accessing commits with just 4+ hex characters (if unique):

https://github.com/org/repo/commit/e9c3

Method 2: REST API

The GitHub REST API provides structured commit data including file changes, author info, and commit message.

Endpoint:

GET https://api.github.com/repos/{owner}/{repo}/commits/{ref}

Example Request:

curl -H "Accept: application/vnd.github+json" \
     -H "Authorization: Bearer $GITHUB_TOKEN" \
     https://api.github.com/repos/org/repo/commits/abc123def456

Response Structure:

{
  "sha": "abc123def456...",
  "commit": {
    "author": {
      "name": "Developer Name",
      "email": "dev@example.com",
      "date": "2025-06-15T14:23:11Z"
    },
    "message": "Commit message here"
  },
  "files": [
    {
      "filename": "src/config.js",
      "status": "added",
      "patch": "@@ -0,0 +1,3 @@\n+// config"
    }
  ]
}

Rate Limit Headers:

x-ratelimit-limit: 5000
x-ratelimit-remaining: 4999
x-ratelimit-reset: 1623456789

Method 3: Git Fetch

For bulk analysis or when you need full repository context, fetch specific commits via Git.

Minimal Clone + Fetch Specific Commit:

# Clone without file contents (just history/trees/commits)
git clone --filter=blob:none --no-checkout https://github.com/org/repo.git
cd repo

# Fetch the specific "deleted" commit
git fetch origin <COMMIT_SHA>

# View the commit
git show FETCH_HEAD

# View specific file from that commit
git show FETCH_HEAD:path/to/file.txt

Why This Works:

  • --filter=blob:none: Omits file contents initially (fast clone)
  • --no-checkout: Doesn't populate working directory
  • git fetch origin <SHA>: Retrieves specific commit even if "deleted"
  • Blobs are fetched on-demand when you access them

Investigation Patterns

Batch Download Patches

Scenario: You have a list of commit SHAs to investigate and need their content.

import requests
import time

def download_commit_patch(repo, sha, token=None):
    url = f"https://github.com/{repo}/commit/{sha}.patch"
    headers = {"Authorization": f"Bearer {token}"} if token else {}

    response = requests.get(url, headers=headers, allow_redirects=True)
    if response.status_code == 200:
        return response.text
    return None

# Download patches for a list of commits
commits = [
    {"repo": "org/repo1", "sha": "abc123..."},
    {"repo": "org/repo2", "sha": "def456..."},
]

for commit in commits:
    patch = download_commit_patch(commit["repo"], commit["sha"])
    if patch:
        with open(f"{commit['sha'][:8]}.patch", "w") as f:
            f.write(patch)
    time.sleep(0.5)  # Rate limit courtesy

Verifying Commit Authorship

Scenario: Need to verify who actually authored a suspicious commit (committer vs author can differ).

API Query:

curl -s -H "Authorization: Bearer $GITHUB_TOKEN" \
  "https://api.github.com/repos/org/repo/commits/SHA" | \
  jq '{
    author: .commit.author,
    committer: .commit.committer,
    verified: .commit.verification.verified
  }'

Response Analysis:

{
  "author": {
    "name": "Real Developer",
    "email": "dev@company.com",
    "date": "2025-06-15T10:00:00Z"
  },
  "committer": {
    "name": "CI Bot",
    "email": "bot@company.com",
    "date": "2025-06-15T10:05:00Z"
  },
  "verified": false
}

Forensic Notes:

  • Author: Who wrote the code (can be forged via git commit --author)
  • Committer: Who created the commit object
  • Verified: Whether commit has valid GPG signature
  • Discrepancies between author/committer warrant investigation

Real-World Examples

Istio Supply Chain Attack Prevention

Discovery: Security researcher Sharon Brizinov used GitHub Archive to find zero-commit PushEvents, recovering commit SHAs of "deleted" commits. Using GitHub API to fetch commit content, discovered a leaked GitHub PAT token.

Impact: The token had admin access to ALL Istio repositories (36k stars, used by Google, IBM, Red Hat). Could have enabled:

  • Reading environment variables and secrets
  • Modifying CI/CD pipelines
  • Pushing malicious code releases
  • Deleting entire repositories

Resolution: Reported via Istio's security disclosure process; token was immediately revoked.

Technique Chain:

  1. GitHub Archive → Found zero-commit PushEvent with before SHA
  2. GitHub API → GET /repos/istio/istio/commits/{SHA}.patch
  3. TruffleHog → Identified valid GitHub PAT in commit diff
  4. GitHub API → Verified token permissions via /user endpoint

High-Value Secret Categories

From scanning recovered force-pushed commits, the most impactful secrets found in order:

  1. GitHub PATs - Often have org-wide or admin permissions
  2. AWS Credentials - IAM keys with production access
  3. MongoDB Connection Strings - Direct database access
  4. API Keys - Stripe, Twilio, SendGrid with billing access

Files Most Likely to Contain Secrets:

  • .env, .env.local, .env.production
  • config.js, config.py, config.json
  • docker-compose.yml, docker-compose.yaml
  • application.properties, application.yml
  • hardhat.config.js (crypto/web3 projects)

Troubleshooting

403 Forbidden on API requests:

  • Check authentication token is valid
  • Verify token has required scopes (repo for private repos)
  • May have hit rate limit - check x-ratelimit-remaining header

404 Not Found for commit:

  • Verify SHA is complete (at least 7 characters recommended)
  • Repository may have been deleted (try searching forks)
  • Commit may be in private repo (requires authenticated access)

Rate limit exceeded:

  • Wait for reset (check x-ratelimit-reset header for Unix timestamp)
  • Use authenticated requests for 5000/hour vs 60/hour
  • Implement exponential backoff in automation

Web access blocked by WAF:

  • Reduce request frequency
  • Use API instead of web scraping
  • Consider using Git fetch method for bulk operations

Git fetch fails for commit:

  • Some very old dangling commits may be garbage collected (rare)
  • Try accessing via web interface first to confirm availability
  • Check if repo has been transferred to different org

Learn More

平台分布

Claude Code

30.16%
按下载量换算45

Antigravity

23.1%
按下载量换算35

Gemini CLI

18.56%
按下载量换算28

OpenCode

13.62%
按下载量换算20

trae

7.49%
按下载量换算11

windsurf

3.55%
按下载量换算5

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。

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