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Automated commit analysis and regression detection for AItrader. 自动化提交分析和回归检测。 Use this skill when: - Running regression checks after code changes (代码修改后运行回归检测) - Analyzing git commit history (分析 git 提交历史) - Using AI to analyze code changes (使用 AI 分析代码变更) - Checking if fix commits are still correctly applied (检查修复是否正确应用) - Before merging PRs (合并 PR 前) Keywords: commit, regression, analysis, git, fix, validation, AI, 提交, 回归, 分析
npx skill4agent add felixwayne0318/aitrader commit-analysis| Tool | Purpose | Speed |
|---|---|---|
| scripts/smart_commit_analyzer.py | Auto-evolving regression detection | Fast |
| scripts/analyze_commits_ai.py | AI semantic analysis (DeepSeek) | Slow |
| scripts/analyze_git_changes.py | Git history statistics | Fast |
| scripts/validate_commit_fixes.py | Legacy manual rules (deprecated) | Fast |
# Full analysis (update rules + validate)
python3 scripts/smart_commit_analyzer.py
# Update rules only (scan git for new fixes)
python3 scripts/smart_commit_analyzer.py --update
# Validate only (check existing rules)
python3 scripts/smart_commit_analyzer.py --validate
# Show all rules
python3 scripts/smart_commit_analyzer.py --show-rules
# JSON output (for CI/CD)
python3 scripts/smart_commit_analyzer.py --json🔍 Smart Commit Analyzer
============================================================
Step 1: 从 Git 历史更新规则库...
📊 扫描到 78 个修复提交
✅ 新增 5 条规则
Step 2: 验证所有规则...
============================================================
📋 验证结果
============================================================
✅ 通过: 70
❌ 失败: 2
⚠️ 警告: 3
⏭️ 跳过: 0┌─────────────────────────────────────────────────────────┐
│ Step 1: git log --grep="fix" │
│ → Auto-discover all fix commits │
└─────────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────────┐
│ Step 2: git show <commit> -- <file> │
│ → Extract key code patterns from diffs │
└─────────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────────┐
│ Step 3: Save to configs/auto_generated_rules.json │
│ → Rules auto-grow with new fix commits │
└─────────────────────────────────────────────────────────┘
↓
┌─────────────────────────────────────────────────────────┐
│ Step 4: Validate all rules │
│ → Detect regressions (missing patterns) │
└─────────────────────────────────────────────────────────┘DEEPSEEK_API_KEY# Analyze last 10 commits with AI
python3 scripts/analyze_commits_ai.py --commits 10
# JSON output
python3 scripts/analyze_commits_ai.py --commits 10 --json# Analyze last 50 commits
python3 scripts/analyze_git_changes.py
# Show only fix commits
python3 scripts/analyze_git_changes.py --fix-only
# Analyze more commits
python3 scripts/analyze_git_changes.py --commits 100.github/workflows/commit-analysis.yml| Job | Tool | Trigger |
|---|---|---|
| Smart Regression Detection | scripts/smart_commit_analyzer.py | Always |
| AI Deep Analysis | scripts/analyze_commits_ai.py | If DEEPSEEK_API_KEY set |
| File | Purpose |
|---|---|
| Main regression detection tool |
| Auto-generated validation rules |
| AI-powered analysis |
| Git history parser |
| GitHub Actions workflow |
python3 scripts/smart_commit_analyzer.pypython3 scripts/smart_commit_analyzer.py --validatepython3 scripts/smart_commit_analyzer.py --show-rules| Status | Meaning | Action |
|---|---|---|
| ✅ Passed | Pattern found in code | None |
| ❌ Failed | Pattern missing (potential regression) | Investigate |
| ⚠️ Warning | Pattern may have been refactored | Review |
| ⏭️ Skipped | File not found (renamed/deleted) | Update rules |