reafference-corollary-discharge
Skill: Reafference & Corollary Discharge (von Holst Neuroscience)
let-fate-decide
Draws 4 Tarot cards using os.urandom() to inject entropy into planning when prompts are vague or underspecified. Interprets the spread to guide next steps. Use when the user is nonchalant, feeling lucky, says 'let fate decide', makes Yu-Gi-Oh references ('heart of the cards'), demonstrates indifference about approach, or says 'try again' on a system with no changes. Also triggers on sufficiently ambiguous prompts where multiple approaches are equally valid.
saucer-boy
Session conversational voice with McConkey personality. Invoke for Saucer Boy energy during work sessions — ambient personality that makes working with Jerry fun, or explicit McConkey invocation for on-demand persona responses. Use when you want McConkey-style commentary, encouragement, or perspective. Personality disengages automatically for hard stops, security, and governance.
reverse-derivative-coordinator
Triadic skill (coordination)
atomise
Atom of Thoughts (AoT) reasoning - decompose complex problems into atomic units with confidence tracking and backtracking. For genuinely complex reasoning, not everyday questions. Triggers on: atomise, complex reasoning, decompose problem, structured thinking, verify hypothesis.
kan-extension
Left/Right Kan extensions. Lan ⊣ Res ⊣ Ran.
gf3-trit-oracle
The fundamental GF(3) trit oracle. Maps any skill, operation, agent, or value to exactly one of {-1, 0, +1} with formal pre/post-conditions and a canonical CellValue{Nothing, Value, Contradiction} lattice for partial information accumulation. This is the atomic oracle that all other GF(3) machinery depends on.
adjunction-algebra
Adjunctions as universal arrows. Left ⊣ Right.
abductive-oracle
Formal oracle for abductive inference. Given a set of observations E and a hypothesis space H, returns the minimal hypothesis that best explains E. Three specific sub-oracles — MCMC (monad-bayes), Gemini (behavioral), and propagator (constraint) — each with formal pre/post-conditions. Never returns "I'm not sure".