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This skill guides intentional skill design. Use when creating, improving, or reviewing Claude Code skills. Requires a zone assessment to clarify what kind of skill is being built before writing content.
How this skill is triggered — by the user, by Claude, or both
Slash command
/repoql:skill-builderThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
A skill encodes what cannot be derived from first principles. Before writing, understand what you're encoding.
A skill encodes what cannot be derived from first principles. Before writing, understand what you're encoding.
Skill files are irreducible — they cannot be summarized and still communicate what they need to. Browse what's available, then read each file you need with => content to get full text — never structure.
read("help:///skills/skill-builder/** => tree: headlines", 5000)
Then read each file you need:
read("help:///skills/skill-builder/SKILL.md => content", 10000)
Searches 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.
npx claudepluginhub repoql/repoql --plugin repoql