SKILL.md
Skill Bonds Registry
Discovered via 3× triadic random walk across 467 skills
Seeds: 0xDEAD (MINUS), 0xBEEF (ERGODIC), 0xCAFE (PLUS)
Bond Categories (Full Skill Graph)
| Rank | Bond | Count | Coverage |
|---|---|---|---|
| 1 | GF(3) | 456 | 97.6% |
| 2 | DuckDB | 361 | 77.3% |
| 3 | Category | 222 | 47.5% |
| 4 | Gay.jl | 147 | 31.5% |
| 5 | Babashka | 137 | 29.3% |
| 6 | ACSet | 133 | 28.5% |
| 7 | MCP | 89 | 19.1% |
| 8 | Sheaf | 84 | 18.0% |
| 9 | Random Walk | 75 | 16.1% |
| 10 | SICP | 4 | 0.9% |
Top 5 Compatible Skill Bonds
| Bond | Skills | Strength | Integration |
|---|---|---|---|
| lisp-unity | babashka ↔ sicp | 0.95 | Shared Lisp/functional paradigm |
| execution-bridge | babashka ↔ duckdb | 0.93 | bb scripts drive DuckDB queries |
| determinism | duckdb ↔ random-walk-fusion | 0.92 | SplitMix64 PRNG seeding |
| schema-first | acsets ↔ duckdb | 0.90 | Both use declarative schemas |
| derivational | sicp ↔ random-walk-fusion | 0.88 | Substitution = derivation chains |
Known Conflicts (42 total)
| Category | Count | Severity | Remediation |
|---|---|---|---|
| duckdb-path-mismatch | 20 | 🔴 CRITICAL | Replace /Users/bob → /Users/alice |
| multi-trit-identity | 10 | 🔵 LOW | Skills claim multiple trits (ok) |
| gf3-violation-noted | 4 | 🟡 MEDIUM | Add rebalancing skill to triad |
| voice-saturation | 4 | 🔵 LOW | Limit say -v voices per skill |
| mcp-multi-world-collision | 2 | 🟠 HIGH | Separate world_X refs |
| schema-redefinition | 2 | 🟡 MEDIUM | Consolidate @acset_type |
Critical Path Conflicts (Top 10)
| Skill | Conflict |
|---|---|
| duck-agent | duckdb-path-mismatch |
| duckdb-ies | duckdb-path-mismatch |
| ies-triadic | duckdb-path-mismatch |
| naturality-factor | duckdb-path-mismatch |
| pun-decomposition | duckdb-path-mismatch |
| sense | duckdb-path-mismatch |
| browser-history-acset | duckdb-path-mismatch |
| duck-time-travel | duckdb-path-mismatch |
| hyjax-relational | duckdb-path-mismatch |
| wev-liquidity-monitor | mcp-multi-world-collision |
GF(3) Conserved Triads (15 verified)
| MINUS (-1) | ERGODIC (0) | PLUS (+1) |
|---|---|---|
| hvm-runtime | rama-gay-clojure | scheme |
| topos-of-music | rama-gay-clojure | file-organizer |
| topos-of-music | protocol-acset | scheme |
| godel-machine | rama-gay-clojure | scheme |
| topos-of-music | rama-gay-clojure | joker-lint |
| turing-chemputer | zig-programming | trifurcated-transfer |
| topos-of-music | terminal | triadic-skill-orchestrator |
| invoice-organizer | rama-gay-clojure | scheme |
| ocaml | directed-interval | scheme |
| topos-of-music | stellogen | self-validation-loop |
| ocaml | amp-team-usage | scheme |
| topos-of-music | rama-gay-clojure | curiosity-driven |
| ocaml | influence-propagation | scheme |
| babashka | duck-agent | acsets |
| sicp | random-walk-fusion | duckdb |
Integration Patterns
1. ACSet-DuckDB Bridge
(defn acset->duckdb [acset db-path]
(duck/execute! db-path
"INSERT INTO acset_morphisms VALUES (?, ?)"
[(:src acset) (:tgt acset)]))2. SICP Chapter Walker
(defn sicp-walk [seed chapters]
(let [walk-fn (random-walk-fusion seed)]
(take 5 (iterate walk-fn {:chapter 1}))))3. Functional Schema Pipeline
(def sicp-schema
'{:Ob [Procedure Data]
:Hom {:apply [Procedure Data]
:eval [Data Procedure]}})Usage
Load balanced triads:
skill acsets babashka duck-agent # GF(3) = 0
skill sicp random-walk-fusion duck-agent # GF(3) = 0Generated: 2026-01-01 via random-walk-fusion Seeds: 0xDEAD (MINUS), 0xBEEF (ERGODIC), 0xCAFE (PLUS)
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
skill-bonds (−) + SDF.Ch10 (+) + [balancer] (○) = 0Skill Trit: -1 (MINUS - verification)
Secondary Chapters
- Ch5: Evaluation
- Ch4: Pattern Matching
- Ch6: Layering
- Ch1: Flexibility through Abstraction
- Ch7: Propagators
Connection Pattern
Adventure games synthesize techniques. This skill integrates multiple patterns.