| name | skill-bonds |
| description | Skill Bonds Registry |
| version | 1.0.0 |
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) = 0
Generated: 2026-01-01 via random-walk-fusion
Seeds: 0xDEAD (MINUS), 0xBEEF (ERGODIC), 0xCAFE (PLUS)