ad-hoc-profile-load
Legacy alias for resolver-backed profile loading. Use the canonical spk-doctrine-profile-load…
Invoke Randy Reducer and semantic-compression doctrine for behavior-preserving code reduction.
$ npx -y skills add spec-kitty/spec-kitty --skill spk-doctrine-semantic-compression --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/spk-doctrine-semantic-compressionContext preview
The summary Claude sees to decide when to auto-load this skill.
Invoke Randy Reducer and semantic-compression doctrine for behavior-preserving code reduction.
name: spk-doctrine-semantic-compression description: "Invoke Randy Reducer and semantic-compression doctrine for behavior-preserving code reduction."
Use this skill when the user asks to reduce, simplify, deduplicate, delete dead code, or refactor while preserving existing behavior.
1. Load agent profile `randy-reducer`. 2. Load paradigm `semantic-compression`. 3. Map the behavioral envelope before editing. 4. Find exact, parameterized, structural, and semantic redundancy. 5. Extract one implementation per concept or delete proven dead weight. 6. Consolidate competing behavioral paths behind one canonical owner. 7. Verify equivalence and report evidence plus residual risk.
Spec-Driven Development with organizational governance. Specs tell AI agents what to build; Charter governs how they build it. Git-native missions, enforceable workflows, and consistent engineering standards across AI coding agents and harnesses.
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