duckdb-ies
Layer 4: IES Interactome Analytics with GF(3) Momentum Tracking
npx skills add majiayu000/claude-skill-registry --skill duckdb-ies-plurigrid-asi --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# duckdb-ies > Layer 4: IES Interactome Analytics with GF(3) Momentum Tracking **Version**: 2.0.0 **Trit**: +1 (Generative - produces analysis artifacts) **Bundle**: analytics **Extends**: duckdb-timetravel ## Overview DuckDB-IES provides unified interactome analytics across Claude history, GitHub activity, workspace files, and skill manifests. It implements GF(3) momentum tracking, topic clustering, and cross-source fingerprint correlation. ## Database Location ``` /Users/bob/ies/ducklake_data/ies_interactome.duckdb ``` ## Core Tables | Table | Rows | Description | |-------|------|-------------| | `claude_history_colored` | 1316+ | Claude interactions with Gay.jl coloring | | `gh_repos_colored` | 50 | GitHub repos with trit values | | `gh_contributions` | 366 | Daily contribution counts | | `skill_manifests` | 1+ | Skill metadata with fingerprints | | `workspace_files` | 200+ | Workspace file index by type | | `topic_clusters` | 14 | Content-based topic extraction | | `skill_dependency_graph` | 5 | Skill domain → file mappings | ## Core Views ### unified_interactions Merges all sources into single stream: ```sql SELECT timestamp, source, content, category, fingerprint, color_hex,
- Overview
- Database Location
- Core Tables
- Core Views
- unifiedinteractions
- gf3flowanalysis
- gf3momentumdetector
- fingerprintcorrelations
- interactionvelocity
- simultaneitysurfaces
- Capabilities
- 1. ingest-claude-history
- 2. apply-gay-coloring
- 3. topic-extraction
Quick interactome status duckdb /Users/bob/ies/ducklake_data/ies_interactome.duckdb -c " SELECT source, COUNT(*), SUM(trit) as gf3 FROM unified_interactions GROUP BY source;" Check momentum drift SELECT * FROM gf3_momentum_detector WHERE momentum_status LIKE '%DRIFT%' LIMIT 10;" Topic balance check SELECT topic, mentions, gf3_sum, balanced FROM topic_clusters ORDER BY mentions DESC;" Recent high-density hours SELECT * FROM simultaneity_surfaces ORDER BY density DESC LIMIT 5;"
What does the duckdb-ies skill do?
Layer 4: IES Interactome Analytics with GF(3) Momentum Tracking
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill duckdb-ies-plurigrid-asi --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.