jiang-episode-quality-review SKILL.md skillA
jiang-episode-quality-review 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-episode-quality-review@git:20260515.c54bf1fPins git:20260515.c54bf1f 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-episode-quality-review/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260515.c54bf1f, committed May 15, 2026
- First version recorded
- May 15, 2026
- Size
- 4,598 bytes
- Repository stars
- 11
- License
- a license file GitHub does not identify
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, and website readiness before auto-merge.
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 Episode Quality Review Use this for source PRs that publish or revise one public episode or interview: ```text episode/<source-slug> interview/<source-slug> ``` This is an editorial QA gate. It does not rewrite the source, create lens pages, or process new videos. It decides whether the public read is good enough to merge, and if not, it gives concrete revision instructions. ## Inputs - PR diff and PR body. - `content/lens/episodes/<source-slug>/read.json` - `content/sources/videos/<source-slug>/transcripts/v1/transcript.clean.md` - `content/sources/videos/<source-slug>/transcripts/v1/transcript.clean.jsonl` - `content/lens/evidence/videos/<source-slug>.semantic.json` when present. - Generated route data only when needed to verify route/build behavior. ## Review Pass 1. Identify source class, source slug, video ID, route, and changed files. 2. Read the public read JSON. 3. Sample the transcript around every chapter/section range and every marked phrase. Read enough surrounding transcript to judge whether the read carries the source's actual pressure. 4. Inspect semantic artifacts for signature moments, real questions, chronology, …
Read the whole file at its exact version.
How to install
mdr add apresmoi/jianglens/jiang-episode-quality-review@sha256:c779bda1f7f87784The line at the top of this page pins the label git:20260515.c54bf1f, 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_jj6qz5yogcqii3cm)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on May 15, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260515.c54bf1f latest | 2026-05-15 | c54bf1f | 4,598 B | A | view · diff |
| git:20260515.b01fc62 | 2026-05-15 | b01fc62 | 4,024 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 (4598 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_jj6qz5yogcqii3cm GET https://markdownregistry.com/api/v1/resolve?ref=apresmoi/jianglens/jiang-episode-quality-review GET https://markdownregistry.com/api/v1/blob/c779bda1f7f87784cbe72403e0107534061d8783d9fec81a644edcda9cbd369b
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.