load-skills — Автоматизированная загрузка и проверка DeFi-навыков

--- name: load-skills description: Bootstrap skill loader for instance startup. Pulls fresh skills from plurigrid/asi and loads GF(3)-balanced startup triads. MUST run at beginning of every new instance. version: 1.0.0 --- # Load Skills (Instance Bootstrap) **MANDATORY first action on every new Claude Code instance.** ## Startup Protocol ```bash # Step 1: Pull fresh skills (Rule -1 from AGENTS.md) npx ai-agent-skills install plurigrid/asi --agent claude # Step 2: Verify installation ls ~/.claude/skills | wc -l # Should be 280+ ``` ## Critical Startup Triads Load these 9 skills in 3 GF(3)-balanced triads: ### Triad 1: Infrastructure (Σ = 0) | Skill | Trit | Role | Purpose | |-------|------|------|---------| | gay-mcp | +1 | PLUS | Deterministic color/seed generation | | ruler-maximal | 0 | ERGODIC | Skill loading orchestration | | skill-validation-gf3 | -1 | MINUS | GF(3) conservation verification | ### Triad 2: Dispersal (Σ = 0) | Skill | Trit | Role | Purpose | |-------|------|------|---------| | parallel-fanout | +1 | PLUS | Maximum parallelization (Rule 1) | | bisimulation-game | 0 | ERGODIC | Skill dispersal across agents | | spi-parallel-verify | -1 | MINUS | Parallelism safety verification | ### Triad 3: Execution (Σ = 0) | Skill | Trit | Role | Purpose | |-------|------|------|---------| | aptos-agent | +1 | PLUS | Chain transaction execution | | mcp-spec-checker | 0 | ERGODIC | Protocol validation | | say-narration | -1 | MINUS | Voice announcements (constraints) | ## Voice Announcement (Rule 2) After loading each triad, announce via `_` (say-narration resolves voice): ```bash # All announcements use _ - say-narration picks non-English voice say -v _ "Triad one loaded. Infrastructure ready." say -v _ "Triad two loaded. Dispersal active." say -v _ "Triad three loaded. Execution enabled." ``` **Note:** This skill DEPENDS on say-narration for voice selection. ## Verification ```bash # Verify GF(3) conservation # Sum of all 9 skill trits = (+1+0-1) + (+1+0-1) + (+1+0-1) = 0 ✓ echo "GF(3) sum: 0 (conserved)" ``` ## Load Order 1. `gay-mcp` - Seeds all color assignments 2. `ruler-maximal` - Orchestrates subsequent loading 3. `skill-validation-gf3` - Validates before proceeding 4. `parallel-fanout` - Enables parallelism 5. `bisimulation-game` - Disperses to other agents 6. `spi-parallel-verify` - Verifies parallelism safety 7. `aptos-agent` - Ready for chain operations 8. `mcp-spec-checker` - Validates MCP protocols 9. `say-narration` - Announces completion ## Integration with ruler-maximal This skill bootstraps ruler-maximal, which then handles: - Loading 3 NEW skills per interaction (Rule 0) - Maximum parallelization (Rule 1) - Say narration (Rule 2) - GF(3) color logic (Rule 3) ## Babashka Bootstrap Script ```clojure #!/usr/bin/env bb (ns load-skills (:require [babashka.process :refer [shell]])) (def startup-triads [{:name "Infrastructure" :skills [{:name "gay-mcp" :trit 1} {:name "ruler-maximal" :trit 0} {:name "skill-validation-gf3" :trit -1}]} {:name "Dispersal" :skills [{:name "parallel-fanout" :trit 1} {:name "bisimulation-game" :trit 0} {:name "spi-parallel-verify" :trit -1}]} {:name "Execution" :skills [{:name "aptos-agent" :trit 1} {:name "mcp-spec-checker" :trit 0} {:name "say-narration" :trit -1}]}]) (defn verify-gf3 [triad] (let [sum (reduce + (map :trit (:skills triad)))] (zero? (mod sum 3)))) (defn load-triad! [triad] (println (format "Loading %s triad..." (:name triad))) (assert (verify-gf3 triad) "GF(3) violation!") (doseq [skill (:skills triad)] (println (format " %s (%+d)" (:name skill) (:trit skill)))) (shell "say" "-v" "_" (format "Triad %s loaded." (:name triad)))) (defn -main [] ;; Step 1: Fresh pull (println "Pulling fresh skills from plurigrid/asi...") (shell "npx" "ai-agent-skills" "install" "plurigrid/asi" "--agent" "claude") ;; Step 2: Load triads (doseq [triad startup-triads] (load-triad! triad)) ;; Step 3: Verify total (let [total-sum (reduce + (mapcat #(map :trit (:skills %)) startup-triads))] (println (format "nTotal GF(3) sum: %d ≡ %d (mod 3)" total-sum (mod total-sum 3))) (assert (zero? (mod total-sum 3)) "Total GF(3) violation!"))) (when (= *file* (System/getProperty "babashka.file")) (-main)) ``` ## Related Skills - `ruler-maximal` (0): Post-bootstrap orchestration - `plurigrid-asi-integrated` (0): Unified skill lattice - `skill-creator` (0): Creating new skills ## Scientific Skill Interleaving This skill connects to the K-Dense-AI/claude-scientific-skills ecosystem: ### Graph Theory - **networkx** [○] via bicomodule - Universal graph hub ### Bibliography References - `general`: 734 citations in bib.duckdb ## SDF Interleaving This skill connects to **Software Design for Flexibility** (Hanson & Sussman, 2021): ### Primary Chapter: 10. Adventure Game Example **Concepts**: autonomous agent, game, synthesis ### GF(3) Balanced Triad ``` load-skills (−) + SDF.Ch10 (+) + [balancer] (○) = 0 ``` **Skill Trit**: -1 (MINUS - verification) ### Secondary Chapters - Ch7: Propagators ### Connection Pattern Adventure games synthesize techniques. This skill integrates multiple patterns. ## Cat# Integration This skill maps to **Cat# = Comod(P)** as a bicomodule in the equipment structure: ``` Trit: 0 (ERGODIC) Home: Prof Poly Op: ⊗ Kan Role: Adj Color: #26D826 ``` ### GF(3) Naturality The skill participates in triads satisfying: ``` (-1) + (0) + (+1) ≡ 0 (mod 3) ``` This ensures compositional coherence in the Cat# equipment structure.