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verification-loop
Claude Code 会话的全面验证系统。
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Claude Code 会话的全面验证系统。
Create reproducible, cross-platform (macOS/Linux) development environments with Flox, a declarative Nix-based environment manager. Use when setting up project toolchains for any language, installing system-level dependencies (compilers, databases, native libs like openssl/BLAS), pinning exact package versions for a team, running local services (PostgreSQL, Redis, Kafka), onboarding developers with one command, or solving 'works on my machine' problems — including agent/vibe-coding setups that need project-scoped tools without sudo. Also use when the user mentions .flox/, manifest.toml, flox activate, or FloxHub.
Commercial-grade Python installer expert for Windows: Nuitka extreme compilation, dist slimming, DLL footprint analysis, and Inno Setup packaging to ship the smallest, fastest installers. Use only for advanced packaging/optimization (minimal size, fast startup), not basic script-to-exe conversion. 中文触发:Nuitka 极限优化、Python 商业打包、极限编译 Python、dist 瘦身、DLL 分析、最小安装包、最快启动、商业级打包风格
Use when a brand needs to discover or articulate its identity through structured multi-session interviews. Covers purpose, positioning, audience, personality, voice, narrative, and founder-brand tension across 8 modules using laddering, 5 Whys, and projective techniques. Produces a resumable session with disk-persisted state and a master brandbook (90_SYNTHESIS.md).
Use when a brand needs to discover or articulate its identity through structured multi-session interviews. Covers purpose, positioning, audience, personality, voice, narrative, and founder-brand tension across 8 modules using laddering, 5 Whys, and projective techniques. Produces a resumable session with disk-persisted state and a master brandbook (90_SYNTHESIS.md).
Use this skill to automate visual testing and UI interaction verification using browser automation after deploying features.
Visualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness levels, runs agents, classifies behavioral sequences, and reports compliance rates with full tool call timelines
| name | verification-loop |
| description | Claude Code 会话的全面验证系统。 |
| origin | ECC |
一个全面的 Claude Code 会话验证系统。
在以下情况下调用此技能:
# Check if project builds
npm run build 2>&1 | tail -20
# OR
pnpm build 2>&1 | tail -20
如果构建失败,请停止并在继续之前修复。
# TypeScript projects
npx tsc --noEmit 2>&1 | head -30
# Python projects
pyright . 2>&1 | head -30
报告所有类型错误。在继续之前修复关键错误。
# JavaScript/TypeScript
npm run lint 2>&1 | head -30
# Python
ruff check . 2>&1 | head -30
# Run tests with coverage
npm run test -- --coverage 2>&1 | tail -50
# Check coverage threshold
# Target: 80% minimum
报告:
# Check for secrets
grep -rn "sk-" --include="*.ts" --include="*.js" . 2>/dev/null | head -10
grep -rn "api_key" --include="*.ts" --include="*.js" . 2>/dev/null | head -10
# Check for console.log
grep -rn "console.log" --include="*.ts" --include="*.tsx" src/ 2>/dev/null | head -10
# Show what changed
git diff --stat
git diff HEAD~1 --name-only
审查每个更改的文件,检查:
运行所有阶段后,生成验证报告:
验证报告
==================
构建: [通过/失败]
类型: [通过/失败] (X 处错误)
代码检查: [通过/失败] (X 条警告)
测试: [通过/失败] (X/Y 通过,覆盖率 Z%)
安全: [通过/失败] (X 个问题)
差异: [X 个文件被修改]
总体: [就绪/未就绪] 提交 PR
待修复问题:
1. ...
2. ...
对于长时间会话,每 15 分钟或在重大更改后运行验证:
设置一个心理检查点:
- 完成每个函数后
- 完成一个组件后
- 在移动到下一个任务之前
运行: /verify
此技能补充 PostToolUse 钩子,但提供更深入的验证。 钩子会立即捕获问题;此技能提供全面的审查。