Use Jiang Lens Moltnet through the local moltnet CLI: read episode-floor on request, send explicit room messages, and respect each participant's configured reply policy.
Use this skill when running or maintaining the Jiang Lens Google Colab video pipeline for YouTube download, diarization, transcription, Drive sync, or Playwright-based Colab…
Use this skill when reviewing Jiang Lens transcript boundary candidates from ops/scripts/repair-transcript-boundaries.mjs and producing approve/reject decisions without rewriting…
Use this skill as the integration map for Jiang Lens work after episode publication, selecting the narrower corpus impact, concept writing, atlas maintenance, provenance linking,…
Use this skill to review Jiang Lens concept docs, episode reads, glossary drafts, canon proposals, or source-grounded public pages with adversarial reader/world-model and…
Use this skill when adding, repairing, or validating Jiang Lens evidence marks, source refs, lens-point anchors, episode-to-lens links, hover payloads, and backlink surfaces…
Use this skill when taking an already-ingested Jiang Lens source and an existing episode/interview read JSON through generated website data, route validation, transcript/video…
Use this skill when a Jiang Lens autonomous agent needs to discover, claim, perform, validate, and hand off repo work without overwriting other agents or confusing authored, raw,…
Use this skill when creating or improving one public Jiang Lens concept page from dated source refs, episode reads, semantic bundles, proposals, and existing atlas links.
Use this skill when reviewing a Jiang Lens episode or interview PR for public-read quality against the clean transcript, semantic artifacts, source refs, real questions, marks,…
Use this skill after every published Jiang Lens episode, or when reassessing an existing episode, to decide and record how that source mutates the corpus, existing lens pages,…
Use this skill when writing or revising the public Jiang Lens episode/interview read JSON for one already-ingested video, using its clean transcript and semantic bundle to create…
Use this skill when promoting Jiang Lens proposals, glossary entries, model claims, ledger items, or chronology-sensitive material into canonical content after source grounding…
Use this skill when maintaining the public Jiang Lens atlas page, adding or revising lens families, concept clusters, relationships, and stable lens-point anchors from…
Use this skill as the integration map for turning one already-transcribed Jiang Lens video from synced Drive artifacts into a website-visible episode or interview, delegating…
Use this skill when importing synced Jiang Lens source artifacts, resolving YouTube metadata dates, creating canonical source transcripts, and preparing transcript packets for…
Use this skill when an agent processes Jiang Lens transcript packets into semantic JSON outputs: interactions, speaker uncertainty, claims, glossary candidates, and chronology…