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Build and search a local SQLite course-content index from a user-provided course folder.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Build and search a local SQLite course-content index from a user-provided course folder.
Save bounded session progress without ending or committing work.
Route requests to smallest authoritative project and memory context.
Convert user corrections into durable, generic prevention rules.
Research-first planning for a new product, greenfield project, scaffold-only repository, or immature codebase where a codebase map would mislead. Produces validated build context and an explicit graduation gate.
Plan a non-trivial feature or refactor in a mature repository through memory-first, evidence-backed codebase mapping, scoped parallel exploration, review, and explicit GO before implementation.
| name | course-rag |
| description | Build and search a local SQLite course-content index from a user-provided course folder. |
Use for local course content. Never edit source folder or upload course material. Build local SQLite FTS index, search before answering, and cite returned source paths.
python3 "{{SHAHINKIT_DATA_DIR}}/course-rag/scripts/build.py" --subject "<SUBJECT>" --source "<SOURCE_FOLDER>"
python3 "{{SHAHINKIT_DATA_DIR}}/course-rag/scripts/search.py" "<SUBJECT>" "<QUERY>" --limit 8
Unsupported files are skipped and reported. PDF extraction requires local pdftotext.