From asi
Lists verified absolute paths to DuckDB databases (hatchery, music, GitHub interactome) and Python libraries in IES project. Provides CLI query examples.
How this skill is triggered — by the user, by Claude, or both
Slash command
/asi:duck-agentThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Quick access to all DuckDB databases and code libraries in IES.
Quick access to all DuckDB databases and code libraries in IES.
| Path | Size | Purpose |
|---|---|---|
/Users/bob/ies/hatchery.duckdb | 492M | Master hatchery index |
/Users/bob/ies/hatchery_analysis.duckdb | 210M | Hatchery analysis results |
/Users/bob/ies/ananas.duckdb | 108M | Music database |
/Users/bob/ies/music-topos/gh_interactome.duckdb | 67M | GitHub interactome |
/Users/bob/ies/openai_world.duckdb | 42M | OpenAI integration |
/Users/bob/ies/music-topos/interaction_entropy.duckdb | 5.5M | Entropy tracking |
/Users/bob/ies/hatchery_order.duckdb | 536K | Hatchery ordering |
/Users/bob/ies/hatchery_order.duckdb
/Users/bob/ies/hatchery_measure.duckdb
/Users/bob/ies/hatchery_geometry.duckdb
/Users/bob/ies/hatchery_analysis.duckdb
/Users/bob/ies/hatchery_algebra.duckdb
/Users/bob/ies/hatchery_topology.duckdb
/Users/bob/ies/hatchery_probability.duckdb
/Users/bob/ies/hatchery_logic.duckdb
/Users/bob/ies/hatchery_category.duckdb
/Users/bob/ies/hatchery_acsets.duckdb
/Users/bob/ies/tools/duckdb_utils.py # 385 lines - Primary skill ecosystem interface
/Users/bob/ies/music-topos/lib/exa_research_duckdb.py # 593 lines - Production ingestion pipeline
/Users/bob/ies/music-topos/lib/ducklake_incremental_sync.py # 902 lines - Incremental sync
# List all tables in hatchery
duckdb /Users/bob/ies/hatchery.duckdb -c "SHOW TABLES;"
# Query GitHub interactome
duckdb /Users/bob/ies/music-topos/gh_interactome.duckdb -c "SELECT * FROM repos LIMIT 10;"
# Check interaction entropy
duckdb /Users/bob/ies/music-topos/interaction_entropy.duckdb -c "SELECT COUNT(*) FROM interactions;"
This skill connects to the K-Dense-AI/claude-scientific-skills ecosystem:
general: 734 citations in bib.duckdbThis 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
The skill participates in triads satisfying:
(-1) + (0) + (+1) ≡ 0 (mod 3)
This ensures compositional coherence in the Cat# equipment structure.
npx claudepluginhub plurigrid/asi --plugin asiExecutes raw SQL or natural language queries against attached DuckDB databases or ad-hoc files. Manages session state, schema retrieval, and result size estimation.
Analyzes interactions across Claude history, GitHub repos/contributions, workspace files, and skill manifests using DuckDB. Tracks GF(3) momentum, topic clusters, and fingerprint correlations.
Explores Bauplan lakehouse data using Python SDK: inspect namespaces, tables, schemas, samples, profiling queries; export results to files. Read-only, phased execution produces summary.md.