fixing-code

```bash

make lint 2>&1 | head -100

make test 2>&1 | head -100

```

No Makefile? Detect language and run:

• Go: golangci-lint run ./... 2>&1 | head -100 && go test -race ./... 2>&1 | head -100
• Python: ruff check . 2>&1 | head -100 && pytest 2>&1 | head -100
• TypeScript: bun lint 2>&1 | head -100 && bun test 2>&1 | head -100
• Web (HTML/CSS/JS): bunx html-validate "*/.html" 2>&1 | head -50 && bunx stylelint "*/.css" 2>&1 | head -50 && bunx eslint "*/.js" 2>&1 | head -50

If all pass: Report "All checks pass" → stop.

---

Spawn ALL relevant language agents IN ONE MESSAGE for parallel execution:

Based on detected languages with issues, spawn analysis agents:

```

Task(

subagent_type="go-qa",

run_in_background=true,

description="Go issue analysis",

prompt="Analyze these Go issues. DO NOT FIX - analysis only.

Issues:

{lint/test output}

Return structured analysis:

- Root cause for each issue

- Suggested fix approach

- File:line references

- Priority (critical/important/minor)"

)

Task(

subagent_type="py-qa",

run_in_background=true,

description="Python issue analysis",

prompt="Analyze these Python issues. DO NOT FIX - analysis only.

Issues:

{lint/test output}

Return structured analysis:

- Root cause for each issue

- Suggested fix approach

- File:line references

- Priority (critical/important/minor)"

)

Task(

subagent_type="web-qa",

run_in_background=true,

description="Web frontend issue analysis",

prompt="Analyze these web frontend issues. DO NOT FIX - analysis only.

Issues:

{lint/test output}

Return structured analysis:

- Root cause for each issue

- Suggested fix approach

- File:line references

- Priority (critical/important/minor)"

)

```

---

```

TaskOutput(task_id=, block=true)

TaskOutput(task_id=, block=true)

TaskOutput(task_id=, block=true)

```

Merge and prioritize issues:

1. Critical (blocking): Fix first
2. Important (quality): Fix second
3. Minor (style): Fix if time permits

---

Fix issues ONE AT A TIME to avoid conflicts:

For each issue (prioritized order):

1. Read the file
2. Apply fix using Edit tool
3. Verify fix didn't break anything: make lint && make test or equivalent

If fix causes new issues: Revert and try alternative approach.

---

```bash

make lint && make test

```

Loop back to Phase 2 if issues remain.

---

• Build passes
• All tests pass
• Zero lint errors

```

FIX COMPLETE

============

Analysis: {N} issues identified by {M} agents

Fixed: {X} issues

Remaining: {Y} non-blocking (if any)

Status: CLEAN | NEEDS ATTENTION

Changes:

• file1.go:42 - Fixed null pointer check
• file2.py:15 - Added missing type hint

```

---

Execute validation now.