cultural-research
Use this to autonomously populate Martinique_DB. Takes a cultural topic from the 6 CoT circles, runs a deep research loop using gpt-researcher or web search, structures findings into DB-ready entries, and loops until coverage is sufficient.
npx skills add majiayu000/claude-skill-registry --skill cultural-research --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.
# Cultural Research Loop — Martinique_DB Population Autonomously research and populate a cultural knowledge circle in Martinique_DB. This skill applies the Karpathy autoresearch pattern to knowledge base construction: run overnight, wake up to a populated DB. ## The 6 Cultural Circles (from reflexion_structuree_cot.md) Priority order for population: 1. **Cercle 1** — L'individu (daily life, demographics, habits) 2. **Cercle 2** — La communauté (family, social structure, annual traditions) 3. **Cercle 3** — La culture profonde (language, music, food, arts) 4. **Cercle 4** — Le territoire (geography, communes, flora/fauna) 5. **Cercle 5** — Histoire & identité (historical timeline, intellectual thought) 6. **Cercle 6** — Économie & enjeux contemporains (economy, current issues, health) ## Research Loop ``` LOOP FOREVER (until manually stopped or coverage target met): 1. Check coverage report — which sub-topics in the target circle are empty or thin? 2. Pick the thinnest sub-topic 3. Run research (gpt-researcher / web search / Wikipedia FR) 4. Structure findings into DB entries (see Entry Format below) 5. Write entries to martinique_db/data/<circle>/<topic>.json 6. Update coverage rep
- The 6 Cultural Circles (from reflexionstructureecot.md)
- Research Loop
- Entry Format
- Research Sources Priority
- Coverage Metric
- NEVER STOP rule
What does the cultural-research skill do?
Use this to autonomously populate Martinique_DB. Takes a cultural topic from the 6 CoT circles, runs a deep research loop using gpt-researcher or web search, structures findings into DB-ready entries, and loops until coverage is sufficient.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill cultural-research --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.