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Convert user corrections into durable, generic prevention rules.
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Based on SOC occupation classification
Build and search a local SQLite course-content index from a user-provided course folder.
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.
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 | corrections |
| description | Convert user corrections into durable, generic prevention rules. |
Use when user corrects an error, rejects an approach, or states durable preferred behavior.
CORRECTIONS.md for same prevention rule.