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implement
Implement code from plan. Max 30 lines per function. No vague names.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
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Implement code from plan. Max 30 lines per function. No vague names.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Audit a project against a canon's rules and checklist. Read-only — produces prioritized report without fixing. Works with any canon (nextjs, sql, typescript, etc.).
Lens home base - status, help, and setup
Plan and build a new feature with quality gates.
Simple changes done right. Make the change, clean up after yourself, report what happened.
Review against canons + quality gate, fix findings, verify. Claude-native — no external models.
Plan and improve existing code with quality gates.
| name | implement |
| description | Implement code from plan. Max 30 lines per function. No vague names. |
Implement code from the approved plan. Strict constraints enforced.
mkdir -p .claude && echo '{"skill":"implement","started":"'$(date -Iseconds)'"}' > .claude/active-workflow.json
Before implementing, read these expert skills:
Read: .claude/skills/clarity/ (clear, simple code)
Read: .claude/skills/pragmatism/ (get it working first)
Read: .claude/skills/composition/ (small composable pieces)
Read: .claude/skills/design-patterns/ (proven patterns)
Apply these principles throughout implementation. Skip if files don't exist.
You MUST follow these constraints EXACTLY:
data, result, temp, item, stuff, info, obj.claude/plans/ or context/structure## Implementation: [feature]
FILES_CREATED:
- path/to/file.ts: [functions defined]
LONGEST_FUNCTION: [name] at [N] lines (must be ≤30)
### Verification:
```bash
$ npx tsc --noEmit
(no errors)
TOOL_USED: [knip|qodana|vulture|deadcode|cargo-udeps] DEAD_CODE_FOUND: [N] items DEAD_CODE_REMOVED: [list or "none"]
APPLIED:
IMPLEMENTATION_COMPLETE
## Dead Code Cleanup (MANDATORY)
After implementation, detect language and remove dead code:
| Language | Detection | Tool | Command |
|----------|-----------|------|---------|
| JS/TS | `package.json` | knip | `npx knip --reporter compact` |
| Java | `pom.xml` or `build.gradle` | Qodana | Use `mcp__qodana__qodana_scan` |
| Python | `pyproject.toml` or `*.py` | vulture | `uvx vulture . --min-confidence 80` |
| Go | `go.mod` | deadcode | `go run golang.org/x/tools/cmd/deadcode@latest ./...` |
| Rust | `Cargo.toml` | cargo-udeps | `cargo +nightly udeps` |
| C# | `*.csproj` | Qodana | Use `mcp__qodana__qodana_scan` |
**Process:**
1. Run the appropriate tool for the detected language
2. Parse output for unused exports, functions, imports, variables
3. Remove dead code directly (no confirmation needed for code YOU just wrote)
4. Re-run tool to verify cleanup
<critical>Only remove dead code in files YOU modified during this implementation. Never touch unrelated files.</critical>
Skip items marked with `@keep`, `// keep`, or `# keep`.
## Validation (Phase will FAIL if violated)
- Any function > 30 lines
- Vague variable names detected
- Files not in plan created without justification
- Dead code left behind in files you created/modified
## 🛑 MANDATORY STOP
After implementation:
- DO NOT proceed to next phase
- DO NOT continue with "let me also..."
**Your turn ends here.** Output IMPLEMENTATION_COMPLETE and STOP.