jiang-lens-distillation SKILL.md skillA
jiang-lens-distillation from apresmoi/jianglens is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add apresmoi/jianglens/jiang-lens-distillation@git:20260621.a41f106Pins git:20260621.a41f106 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- apresmoi/jianglens
- Path
.codex/skills/jiang-lens-distillation/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260621.a41f106, committed Jun 21, 2026
- First version recorded
- May 15, 2026
- Size
- 5,832 bytes
- Repository stars
- 11
- License
- a license file GitHub does not identify
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, judging, or canon promotion skill needed for the task.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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` …
Read the whole file at its exact version.
How to install
mdr add apresmoi/jianglens/jiang-lens-distillation@sha256:3881bf3bad560623The line at the top of this page pins the label git:20260621.a41f106, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_52cwzxqudnjgtb3b)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between May 15, 2026 and Jun 21, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260621.a41f106 latest | 2026-06-21 | a41f106 | 5,832 B | A | view · diff |
| git:20260601.a85af69 | 2026-06-01 | a85af69 | 5,560 B | A | view · diff |
| git:20260530.a8c3f44 | 2026-05-30 | a8c3f44 | 5,484 B | A | view · diff |
| git:20260526.76c159e | 2026-05-26 | 76c159e | 4,811 B | A | view · diff |
| git:20260515.c54bf1f | 2026-05-15 | c54bf1f | 3,871 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5832 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
apresmoi/jianglens · 11 stars · license a license file GitHub does not identify · pushed 2026-09-13 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_52cwzxqudnjgtb3b GET https://markdownregistry.com/api/v1/resolve?ref=apresmoi/jianglens/jiang-lens-distillation GET https://markdownregistry.com/api/v1/blob/3881bf3bad5606239bedf2d5e36099e01adf964809c71d103c26b9719ef7f2c3
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.