Agent skill
duck-agent
DuckDB file discovery agent with verified absolute paths
Stars
163
Forks
31
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/duck-agent
SKILL.md
Duck Agent
Quick access to all DuckDB databases and code libraries in IES.
Primary Databases (verified Dec 26, 2025)
| 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 |
Hatchery Series
/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
Code Libraries
/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
Quick CLI
bash
# 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;"
Scientific Skill Interleaving
This skill connects to the K-Dense-AI/claude-scientific-skills ecosystem:
Graph Theory
- networkx [○] via bicomodule
- Universal graph hub
Bibliography References
general: 734 citations in bib.duckdb
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
duck-agent (+) + SDF.Ch10 (+) + [balancer] (+) = 0
Skill Trit: 1 (PLUS - generation)
Secondary Chapters
- Ch3: Variations on an Arithmetic Theme
Connection Pattern
Adventure games synthesize techniques. This skill integrates multiple patterns.
Cat# Integration
This 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
GF(3) Naturality
The skill participates in triads satisfying:
(-1) + (0) + (+1) ≡ 0 (mod 3)
This ensures compositional coherence in the Cat# equipment structure.
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