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Validation-driven compression workflow that requires semantic comparison before approval.
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
Shared protocol for review-shaped actions, authorization scope, defect routing, L2 audit handling, and local-only capture.
Use when the user asks to "test TPC-H", "check compliance", "review architecture", "run quality checks", "check binaries", "test dialect translation", "compare implementations", "run live platform tests", or "plan and execute" a benchmark feature.
Use for "commit code", "review code", "fix lint/type error", "improve performance", "compare code", "shrink code", "generate spec from code", "investigate code", "debug an error", "triage a bug", "iterate to green", or "create handoff prompt".
Use when the user asks to "create documentation", "build docs", "review docs", "compare documents", "compress docs", "adversarial review docs", or "commit docs".
Use when the user asks to "sync skills", "set up skill-sync", "check skill status", "validate skills", "preview skill changes", "diagnose skills", "pin a skill", "unpin a skill", "prune skills", or "promote skill changes".
Use when the user asks to "run tests", "create tests", "fix failing test", "add test coverage", "fix slow tests", or "commit test changes".
| name | shrink-framework |
| description | Validation-driven compression workflow that requires semantic comparison before approval. |
Compress without changing behavior, public interfaces, or safety rules.
Application source, agent-facing docs, config files. Do not shrink tests, generated files, vendored code, migrations, changelogs, or READMEs unless explicitly requested.
Public API/interface, type contracts, side effects, error handling, dependencies, commands, paths, thresholds, safety rules, TODO/FIXME/why-comments, frontmatter required by skills or slash commands.
Repeated examples, duplicate boilerplate, verbose report templates, comments that restate code, impossible defensive branches, and reference prose already covered by shared protocols.
| Result | Action |
|---|---|
| Score >= threshold and checks pass | Replace original |
| Score >= threshold and checks fail | Fix or revert |
| Score < threshold and attempts remain | Restore missing semantics and retry |
| Score remains low | Report best version and ask |
State original size, new size, reduction, score, removed/simplified areas, checks run, and residual risk.
