Transcript Pipeline Skill

Run a deterministic, auditable transcript-to-tutorial workflow with optional resource enrichment.

Purpose

Use this skill to convert raw class captions into high-quality study notes while preserving accountability through ledger + validation artifacts.

Use scripts for deterministic work. Use chat/stage prompts for language-heavy transformation.

Core Contract

1. Keep stage order: ingest -> refine -> synthesize -> enhance -> validate -> publish.
2. Run deterministic gates with scripts, never with LLM self-certification.
3. Preserve traceability in .pipeline/* artifacts.
4. Keep learner-facing notes readable and sanitized.
5. Treat validation status as PASS/FAIL source of truth.

Scripts