jiang-episode-read-writer SKILL.md skillA
jiang-episode-read-writer 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-read-writer@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-read-writer/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260515.c54bf1f, committed May 15, 2026
- First version recorded
- May 3, 2026
- Size
- 5,247 bytes
- Repository stars
- 11
- License
- a license file GitHub does not identify
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 a compressed reader-facing public page.
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 Read Writer Use this after a source transcript and semantic outputs exist. The output is the public episode read: ```text content/lens/episodes/<source-slug>/read.json ``` This skill is editorial. It does not import Colab files, process transcript packets, rewrite lens docs, or promote canon. ## Inputs - `content/sources/videos/<source-slug>/transcripts/v1/transcript.clean.jsonl` - `content/lens/evidence/videos/<source-slug>.semantic.json` - existing strong reads, especially `content/lens/episodes/predictive-history-0hyet47cc-e/read.json` - existing lens point IDs from compiled link index when adding lens links ## Reading Pass Before writing: 1. Read the full clean transcript, not only extracted claims. 2. Inspect semantic outputs for signature moments, real questions, quoted material, speaker uncertainty, and chronology notes. 3. Identify the episode's argumentative movement in one sentence. 4. Identify the sharpest Jiang formulations that must survive compression. 5. Check whether the episode directly invokes existing lens points. ## Corpus Anchor Pass Before finalizing the read, compare the source against the existing corpus: …
Read the whole file at its exact version.
How to install
mdr add apresmoi/jianglens/jiang-episode-read-writer@sha256:d8fcc769ac7a64a1The 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_a6lnt6zyih2hqxne)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between May 3, 2026 and May 15, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260515.c54bf1f latest | 2026-05-15 | c54bf1f | 5,247 B | A | view · diff |
| git:20260508.753fd9e | 2026-05-08 | 753fd9e | 4,369 B | A | view · diff |
| git:20260503.16af4fa | 2026-05-03 | 16af4fa | 4,241 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 (5247 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_a6lnt6zyih2hqxne GET https://markdownregistry.com/api/v1/resolve?ref=apresmoi/jianglens/jiang-episode-read-writer GET https://markdownregistry.com/api/v1/blob/d8fcc769ac7a64a1daef9af8b5451c3167c797ce32acb9dbe30db7be86a1c21e
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.