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Apply token optimization when writing docs, changelogs, MCP tasks. Quality
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
Spawn an agent team using the Proxy Pattern. Team lead fetches agent configs from MCP and injects them into teammate prompts (since team agents cannot access MCP tools).
Update CHANGELOG.md and TEST-CHANGELOG.md with new entries following Keep a Changelog format and token optimization principles. Use when adding changes to the changelog, documenting new features, fixes, or optimizations.
Use safe-rm command to safely 'remove' files by renaming them to .obsolete instead of permanent deletion. Reversible, collision-safe, hook-compliant.
Systematically identify and remove unused imports, variables, and dead code from TypeScript/React projects using --noUnusedLocals and --noUnusedParameters compiler flags
| name | token-economy |
| description | Apply token optimization when writing docs, changelogs, MCP tasks. Quality |
Optimize text for AI context: docs, changelogs, MCP tasks, subtasks.
Principle: Quality first. Never sacrifice essential info.
| # | Technique | Use | Example |
|---|---|---|---|
| 1 | Tables over prose | Comparisons | Function params → table |
| 2 | Bullets with pipes | Multi-part | Part1 | Part2 | Part3 |
| 3 | Numbered steps | Workflows | 1. Step → 2. Step |
| 4 | One example | Code samples | Keep best, remove rest |
| 5 | Pattern statements | Repetition | **Pattern**: All X do Y |
| 6 | Add "Why" | Decisions | **Why**: [reason] |
| 7 | Concrete errors | Debugging | **Error**: \exact message`` |
| 8 | No fluff | Decorations | Remove ASCII art, emojis |
| 9 | Scannable | Structure | Headers, bullets, tables |
| 10 | Consolidate | Duplicates | Merge similar sections |
| 11 | Compact code | Examples | 3-5 key lines only |
| 12 | Quick lists | Reference | Command/param tables |
| 13 | Inverted pyramid | Info order | Critical → Details → Context |
| 14 | Conditional verbosity | Complexity | High for complex, low for simple |
| 15 | No teaching | Reference | State facts, skip basics |
Task:
Requirements: [WHAT] | Files: [PATH:LINES] (action) | Acceptance: [CRITERIA] | Why: [CONTEXT]
progress_notes: [ACTION] [WHAT]. [NEXT]
completion_summary: [DONE]. [TECH]. Files: [PATHS]. [IMPACT]
Before (prose):
This function validates user input. Takes string input_text, returns bool.
If valid returns true, otherwise false. Checks empty, special chars, length ≤100.
After (compact):
**validate_input(input_text: str) → bool**: True if valid (non-empty, no special chars, ≤100)
Before (ASCII art - 180 tokens):
┌─────────┐
│ Auth? │
└────┬────┘
▼
┌─────────┐
│ Valid? │
└──┬───┬──┘
Y N
After (numbered - 36 tokens):
1. Check auth
2. Valid → YES: Process | NO: Reject
| Issue | Fix |
|---|---|
| Multiple examples | Keep 1 (#4) |
| Prose comparison | Table (#1) |
| Teaching | Facts only (#15) |
| ASCII art | Numbered (#3) |
| No "why" | Add context (#6) |
See TEMPLATES.md for copy-paste templates.