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Track regression experiments in _EXPERIMENTS.md. Use after every regression run to log specification, results, and sign consistency. Prevents losing track of which specification produced which result.
How this skill is triggered — by the user, by Claude, or both
Slash command
/research-factory:experiment-registry Regression results to logRegression results to logThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
- After EVERY regression run
Look for docs/_EXPERIMENTS.md. If missing, create with header:
# Experiment Registry
| ID | Date | Spec | DV | Key IV | N | R-sq | Key coeff (SE) | Sign match? | Table file |
|----|------|------|----|--------|---|------|----------------|-------------|------------|
| 1 | 2024-03-15 | Main OLS | ret_excess | ai_score | 12,345 | 0.045 | 0.025** (0.010) | YES | output/tables/C5_main.tex |
Read the registry to understand baseline results and check for consistency.
npx claudepluginhub xuxiguo/research-factory-claude --plugin research-factorySearches MemPalace before answering questions about past work, people, projects, or prior decisions. Returns verbatim stored content instead of guessing from model memory.
Guides Payload CMS config (payload.config.ts), collections, fields, hooks, access control, APIs. Debugs validation errors, security, relationships, queries, transactions, hook behavior.
Implements vector databases with Pinecone, Weaviate, Qdrant, Milvus, pgvector for semantic search, RAG, recommendations, and similarity systems. Optimizes embeddings, indexing, and hybrid search.