bpross/dot-files/spk-doctrine-semantic-compression

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Invoke Randy Reducer and semantic-compression doctrine for behavior-preserving code reduction.

Install

npx vskill@latest install bpross/dot-files/spk-doctrine-semantic-compression

SKILL.md

spk-doctrine-semantic-compression

Use this skill when the user asks to reduce, simplify, deduplicate, delete dead code, or refactor while preserving existing behavior.

Flow

  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.

Stop Conditions

  • Protected behavior is unknown.
  • Verification evidence is unavailable for non-trivial deletion.
  • The request is actually feature expansion, not reduction.

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

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Works with

Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.

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  • AI Agent
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  • Sourcegraph Cody
  • Amazon Q
  • Firebase Genkit
  • Sweep
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  • Mentat
  • Claude Desktop
  • Aider
  • GPT Pilot
  • Plandex
  • bolt.new
  • v0
  • Replit Agent
  • Anse
  • TypingMind
  • BetterChatGPT
  • LibreChat
  • Warp AI
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  • Fig AI
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