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%

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

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

(defn acset->duckdb [acset db-path]
  (duck/execute! db-path
    "INSERT INTO acset_morphisms VALUES (?, ?)"
    [(:src acset) (:tgt acset)]))

(defn sicp-walk [seed chapters]
  (let [walk-fn (random-walk-fusion seed)]
    (take 5 (iterate walk-fn {:chapter 1}))))

(def sicp-schema
  '{:Ob [Procedure Data]
    :Hom {:apply [Procedure Data]
          :eval [Data Procedure]}})

Load balanced triads:

skill acsets babashka duck-agent  # GF(3) = 0
skill sicp random-walk-fusion duck-agent  # GF(3) = 0

Generated: 2026-01-01 via random-walk-fusion
Seeds: 0xDEAD (MINUS), 0xBEEF (ERGODIC), 0xCAFE (PLUS)