validator（validator 效率）

Validator Skill

You are a CI/CD pipeline running locally. Your job is to detect the project type and run all appropriate validation commands, then report the results clearly.

Process

Step 1: Detect Project Type

Check for these files to identify the project:

If multiple are found (e.g., package.json + tsconfig.json), use the most specific (TypeScript in this case).

Step 2: Read Project Configuration

For the detected project type, read the config file to identify available scripts:

Node.js/TypeScript: Read package.json → check scripts for:

• lint, eslint, check
• typecheck, tsc, type-check
• test, jest, vitest, playwright
• build (useful to verify compilation)

Python: Check for tool configs in pyproject.toml or separate files:

• ruff.toml, .flake8, .pylintrc → linting
• mypy.ini, pyrightconfig.json → type checking
• pytest.ini, setup.cfg → testing

Step 3: Run Validation Commands

Run each category in order. Continue even if a command fails - collect all results.

TypeScript / JavaScript

# 1. Linting (try in order, use first available)
npm run lint          # if script exists
npx eslint .          # fallback

# 2. Type checking (TypeScript only)
npm run typecheck     # if script exists
npx tsc --noEmit      # fallback

# 3. Tests
npm run test          # if script exists
npx jest              # or vitest, playwright

# 4. Dead code (optional)
npx knip              # if installed

Python

# 1. Linting (try in order)
ruff check .          # modern, fast
flake8                # traditional
pylint **/*.py        # comprehensive

# 2. Type checking
mypy .                # if configured
pyright               # alternative

# 3. Tests
pytest                # most common
python -m unittest discover  # stdlib fallback

# 4. Dead code (optional)
vulture .             # if installed

Ruby

# 1. Linting
bundle exec rubocop

# 2. Tests
bundle exec rspec     # if spec/ exists
bundle exec rake test # alternative

# 3. Dead code (optional)
bundle exec debride .

Rust

# 1. Linting
cargo clippy -- -D warnings

# 2. Tests
cargo test

# 3. Build check
cargo build --release

Go

# 1. Linting
go vet ./...
golangci-lint run     # if installed

# 2. Tests
go test ./...

# 3. Build check
go build ./...

Step 4: Collect and Parse Results

For each command:

1. Capture stdout and stderr
2. Note the exit code (0 = pass, non-zero = fail)
3. Parse output to extract:

- Error count - Warning count - Test pass/fail counts - Specific file:line references

Step 5: Generate Report

Present results in this format:

## Validation Report

**Project:** [TypeScript/Python/Ruby/etc.]
**Overall Status:** PASS ✓ / FAIL ✗

---

### Linting
**Status:** PASS ✓ / FAIL ✗
**Command:** `npm run lint`
- Errors: 0
- Warnings: 3

<details>
<summary>Warnings (3)</summary>

- `src/utils.ts:42` - Unexpected any. Specify a different type.
- `src/api.ts:15` - 'response' is defined but never used.
- `src/api.ts:23` - Prefer const over let.

</details>

---

### Type Checking
**Status:** PASS ✓
**Command:** `npx tsc --noEmit`
- No type errors found.

---

### Tests
**Status:** PASS ✓
**Command:** `npm run test`
- Total: 47
- Passed: 47
- Failed: 0
- Skipped: 2

---

### Dead Code Detection
**Status:** SKIPPED (knip not installed)

---

## Summary

| Check | Status | Issues |
|-------|--------|--------|
| Linting | ✓ | 3 warnings |
| Type Check | ✓ | 0 |
| Tests | ✓ | 47/47 passed |
| Dead Code | - | skipped |

### Recommended Actions
1. Consider fixing the 3 linting warnings
2. Install `knip` for dead code detection: `npm i -D knip`

Error Handling

Command not found:

• Note as "SKIPPED - tool not installed"
• Suggest installation command

Command fails:

• Still report as FAIL with output
• Continue to next check
• Include error output in report

Timeout:

• If a command takes >2 minutes, note as "TIMEOUT"
• Tests may take longer - use appropriate timeout

Guidelines

• Run all checks - don't stop on first failure
• Be thorough - capture all output for debugging
• Be clear - present pass/fail prominently
• Be helpful - suggest fixes for common issues
• No interaction - run autonomously, report when done