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Provides registry of bonds, compatibilities, conflicts, and GF(3) triads across 467 skills via triadic random walks. Useful for skill integration and conflict remediation.
How this skill is triggered — by the user, by Claude, or both
Slash command
/asi:skill-bondsThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
> Discovered via 3× triadic random walk across **467 skills**
Discovered via 3× triadic random walk across 467 skills Seeds: 0xDEAD (MINUS), 0xBEEF (ERGODIC), 0xCAFE (PLUS)
| 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 |
| 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 |
| 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 |
(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)
npx claudepluginhub plurigrid/asi --plugin asiLoads skills efficiently using a 3-layer progressive disclosure system: lightweight index always loaded, summaries on demand, full skills only during execution to minimize token usage.
Guides designing tightly focused, composable skills as mental models, principles, techniques, and processes at various abstraction levels for dynamic integration like a knowledge graph.
Creates, audits, and consolidates Claude Code agent skills following the Agent Skills open standard. Interviews for intent, scope, and edge cases before drafting.