Fast status check for backlog tasks using `scripts/backlog_board.py` and `backlog/board.md`. Use when you need a compact view of task id, epic, status, and short description across sessions.
Create or update `backlog/<TASK-ID>.md` task files for this repo using the established traceability format. Use when asked to add backlog task documents, standardize task scope and status, or derive task files from `PRODUCT_BACKLOG.md`.
The database schema changed and the agent is returning wrong answers. Fix it.
Fix an agentic NL2SQL system after a database schema change. Inspect the schema contract, agent prompts, and vector database chunks for stale field references and update them.
Four-layer schema sync procedure for the Ghost Contributors NL2SQL system after a database migration. Covers YAML contract, ChromaDB RAG chunks, NL2SQL prompt, and RAG prompt with a step-by-step repair sequence.
Complete schema drift repair for the Ghost Contributors NL2SQL system. Patches all four layers (YAML contract, ChromaDB RAG chunks, NL2SQL prompt, RAG prompt) using validated tooling. Includes dry-run preview, step-by-step fallback, validation, and rollback.