jiang-lens-distillationlisted

# Jiang Lens Distillation Use this as the map for turning processed episodes into the Jiang Lens. It is not a single autonomous job. Agents should normally use the narrower skill that matches the artifact they are producing. ## Source Boundary Start from published or processed artifacts: - `content/lens/episodes/<source-slug>/read.json` - `content/lens/evidence/videos/<source-slug>.semantic.json` - `content/sources/videos/<source-slug>/transcripts/v1/transcript.clean.jsonl` - proposals, reviews, promotions, glossary, canon, and ledger files under `content/` - public docs under `website/src/content/docs/` Do not use this for raw Colab work or single-video episode publication. Use `colab-video-pipeline` and `jiang-video-e2e` for that path. ## Choose The Narrow Skill - Per-episode corpus impact and mutation level: `jiang-corpus-impact-pass` - One serious public concept page: `jiang-lens-concept-writer` - High-level atlas and `lens-point:*` anchors: `jiang-lens-atlas-maintainer` - Evidence marks, source refs, hovers, backlinks, and episode-to-lens links: `jiang-provenance-linker` - Search-facing glossary entries and aliases: `jiang-glossary-entry-writer` - Promotion into canon/glossary/ledger: `jiang-canon-promotion` - Independent criticism before handoff or promotion: `jiang-lens-judge` ## Distillation Principles Write for readers, not pipeline operators. Explain the thing itself: what Jiang's world model sees, how the mechanism works, where it appears, why it matters,