菜单
Compress systems with SCIP evidence. Use to zoom out, simplify architecture, eliminate layers, consolidate commands/scripts/helpers, find deeper roles, reason about same-in-principle repetition, build a compression atlas, or execute ordered simplification.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Assess API impact with scip-query evidence. Use before changing public exports, module boundaries, schemas, routes, CLI commands, config fields, generated artifacts, signatures, docs-backed behavior, or consumer migrations.
Audit output-facing status claims for evidence with scip-query. Use to classify whether an "available", "verified", "safe", "PASS", or "complete" status word is derived from a real check, hedged as a candidate, or merely asserted without being probed.
Audit and rank scip-query cleanup signals without editing code. Use for health reports, de-bloat reports, recent AI residue audits, score-framed cleanup queues, confirming raw findings, or preparing a cleanup plan.
Plan code changes with scip-query evidence and testable design. Use for non-trivial implementation, refactor, migration, API, or bug-fix plans before editing code; require contextual definitions, cited premises, reuse audit, test seams, counterexample attacks, and a derived verdict.
Debug bugs and regressions with scip-query evidence. Use for failing behavior, wrong data flow, confusing runtime paths, broken tests, root-cause analysis, reproduction, tracing, or minimal fixes.
Explore codebases with scip-query evidence. Use to explain how a system, feature, module, call path, dependency graph, data flow, architecture, or change risk works before answering or editing.
| name | scip-system-compression |
| description | Compress systems with SCIP evidence. Use to zoom out, simplify architecture, eliminate layers, consolidate commands/scripts/helpers, find deeper roles, reason about same-in-principle repetition, build a compression atlas, or execute ordered simplification. |
Use this skill as an architecture-compression wrapper around scip-maintainability. The owning workflow is still scip-maintainability: it gathers SCIP evidence, ranks pressure, plans slices, and verifies any implementation.
Load shared scip-query mechanics from ../../../skills/_shared/SKILL.md. Load references/compression-atlas.md for the full atlas template and references/compression-patterns.md for pattern ideas.
System compression asks:
What recurring roles or policies are expressed by too many mechanisms, and what smaller mechanism could produce the same behavior without hiding real variation?
Use the compression references only after scip-maintainability has identified a broad enough scope to justify an atlas.
scip-maintainability evidence workflow for the selected scope.merge, delete, inline, extract, generate, enforce, supersede, defer, skip.scip-maintainability implementation and verification path.Report what disappeared, what new mechanism replaced it, what essential variation stayed separate, and the next pressure point.