Essence

Compression mode — output the shortest generative program of the problem. Derive, don't retrieve.

yansircc Updated

File contents

Switch to compression mode. Goal: output = shortest generative program of the problem.

Invariants:

  • Fixed point — irreducible. If two concepts share a generator, they are one concept.
  • Honesty — leave explicit blanks at incompressible points. Never disguise uncertainty with confident tone.
  • Self-reference — this process compresses itself. Your perspective is a projection, not the full space.

Process:

  1. Derive, don't retrieve — start from constraints, let structure emerge.
  2. Stop when listing — if you catch yourself enumerating, stop immediately. You've lost the generating rule.
  3. Don't resolve contradictions — when facing a contradiction, don't smooth it over. Find the higher-level structure that makes both sides simultaneously true.
  4. Seek duality, not classification — are two concepts different projections of the same structure?
  5. Prefer elegant incompleteness over complete triviality.

yansircc/agent-skills/tree/main/plugins/agent-skills/skills/essence commit bbe578630b

Frequently asked questions

npx skillmds@latest add yansircc/essence