jiang-transcript-boundary-review SKILL.md skillA
jiang-transcript-boundary-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-transcript-boundary-review@git:20260503.16af4faPins git:20260503.16af4fa 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-transcript-boundary-review/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260503.16af4fa, committed May 3, 2026
- Size
- 2,644 bytes
- Repository stars
- 11
- License
- a license file GitHub does not identify
Use this skill when reviewing Jiang Lens transcript boundary candidates from ops/scripts/repair-transcript-boundaries.mjs and producing approve/reject decisions without rewriting the transcript or loading the full transcript into context.
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 Transcript Boundary Review
Use this after `ops/scripts/repair-transcript-boundaries.mjs` creates:
```text
content/workflow/tasks/<source-slug>/transcript-boundary-candidates.jsonl
```
The goal is only to decide whether adjacent transcript segments should exchange a few words. Do not rewrite Jiang's prose. Do not edit transcript files directly.
## Workflow
1. Read candidates with shell tools, not by loading the whole transcript:
```bash
wc -l content/workflow/tasks/<source-slug>/transcript-boundary-candidates.jsonl
jq -c '{candidate_id,boundary,type,text,prev:{id,tail_text},next:{id,head_text}}' content/workflow/tasks/<source-slug>/transcript-boundary-candidates.jsonl
```
2. For each candidate, decide from the provided `prev.tail_text`, `next.head_text`, and chunk texts.
3. Write decisions to:
```text
content/workflow/reviews/<source-slug>/transcript-boundary-decisions.json
```
Use this shape:
```json
{
"source_slug": "<source-slug>",
"decisions": [
{
"candidate_id": "seg-0006->seg-0007:move-trailing-starter-to-next:b344d80e24a3",
"decision": "approve",
"reason": "Moves 'The' before 'simplest way...' to complete the sentence."
}
]
}
…Read the whole file at its exact version.
How to install
mdr add apresmoi/jianglens/jiang-transcript-boundary-review@sha256:9c11e727514cf7b9The line at the top of this page pins the label git:20260503.16af4fa, 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_l5e3vtjyrzbp7xfo)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 3, 2026.
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 (2644 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_l5e3vtjyrzbp7xfo GET https://markdownregistry.com/api/v1/resolve?ref=apresmoi/jianglens/jiang-transcript-boundary-review GET https://markdownregistry.com/api/v1/blob/9c11e727514cf7b9af9c09fb224e8d33948e3cf29b1e731f10aa4086b4e5e946
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.