Dynamically discover and load ACSet reference skills in dependency-optimal order using GitHub interactome analysis. Use when loading the acsets skill and needing its validation, generation, and coordination partners resolved automatically with GF(3) conservation guarantees.
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Automatically discovers and loads the three most critical skills referenced by acsets, ordered for maximum entity survival: validator first, generator second, coordinator last.
acsets and needing its dependency skills resolved automaticallygh interactome and deepwiki analysis| Role | Trit | Example Skill | Function |
|---|---|---|---|
| Validator | -1 | sheaf-cohomology | Validates ACSet morphisms and transformations |
| Generator | +1 | gay-mcp | Generates colored ACSet instances |
| Coordinator | 0 | structured-decomp | Navigates and composes ACSet structures |
(defn calculate-survival-score [skill]
(+ (* (:completion skill) 0.3)
(* (:survival-score skill) 0.3)
(* (case (:trit skill) -1 0.33, 0 0.34, 1 0.33) 0.25)
(* (+ 0.5 (:entropy-impact skill)) 0.15)))
(defn optimize-loading-order [reference-skills]
(let [by-trit (group-by #(:trit (val %)) reference-skills)
best (fn [group] (first (sort-by #(- (:final-score (val %))) group)))]
[(best (by-trit -1)) ;; validator first
(best (by-trit 1)) ;; generator second
(best (by-trit 0))])) ;; coordinator last
bb duck/asi-skills/acsets-dynamic-loader/dynamic-loader.bb
Loaded 4 skills in optimal order
GF(3) conservation verified
Entity survival rate: 96.0%
acsets — primary skill to analyzesheaf-cohomology — validation partnergay-mcp — generation partnerstructured-decomp — coordination partnerskill-dispatch — routes to discovered skillsNo reviews yet. Tell others what you thought.
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