jiang-source-ingest SKILL.md skillA

jiang-source-ingest from apresmoi/jianglens is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add apresmoi/jianglens/jiang-source-ingest@git:20260621.a41f106

Pins 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-source-ingest/SKILL.md
Versions recorded
5
Latest version
git:20260621.a41f106, committed Jun 21, 2026
First version recorded
May 3, 2026
Size
4,885 bytes
Repository stars
11
License
a license file GitHub does not identify

Use this skill when importing synced Jiang Lens source artifacts, resolving YouTube metadata dates, creating canonical source transcripts, and preparing transcript packets for semantic agents.

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 Source Ingest

Use this for the mechanical path from committed raw source artifacts into canonical source state.

This skill does not write public episode prose, public lens docs, glossary canon, or promotion records.

## Core Rule

Treat time as part of provenance. A claim is not just "what Jiang says"; it is what a dated artifact records him saying, in a specific context, with a stable source ref.

## Inputs

Committed Colab text artifacts:

```text
content/sources/raw/youtube/<channel>/<video-id>/
  metadata.youtube.json
  dump.json
  grouped.json
  transcription.json

content/sources/raw/youtube/Interviews/<host-channel-id>/<video-id>/
  metadata.youtube.json
  dump.json
  grouped.json
  transcription.json
```

If artifacts are still only in Google Drive or Colab, use `colab-video-pipeline` first, then commit the synced text artifacts. `ops/staging/` is only a local disposable cache, not the worker source of truth.

## Import Flow

First check the source-processing policy:

```text
content/workflow/tasks/source-processing-policy.json
```

If the video ID is marked `duplicate`, `blocked`, `skip`, or `archive-only`,
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add apresmoi/jianglens/jiang-source-ingest@sha256:f053c385fe8ce269

The 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ciajqf75efzgd5et.svg)](https://markdownregistry.com/a/art_ciajqf75efzgd5et)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between May 3, 2026 and Jun 21, 2026, about one every 12 days.

versioncommittedcommitsizeaudit
git:20260621.a41f106 latest2026-06-21 a41f106 4,885 BA view · diff
git:20260508.753fd9e2026-05-08 753fd9e 4,421 BA view · diff
git:20260503.761d49f2026-05-03 761d49f 3,797 BA view · diff
git:20260503.5c1593c2026-05-03 5c1593c 3,790 BA view · diff
git:20260503.16af4fa2026-05-03 16af4fa 3,655 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4885 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

GitHub

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_ciajqf75efzgd5et
GET https://markdownregistry.com/api/v1/resolve?ref=apresmoi/jianglens/jiang-source-ingest
GET https://markdownregistry.com/api/v1/blob/f053c385fe8ce269cd04e2518afd1d9fffe35d89c5ee7ff3495997eebab00d7c

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.

More from apresmoi/jianglens

colab-video-pipeline SKILL.md skill
apresmoi/jianglens · .codex/skills/colab-video-pipeline/SKILL.md · Use this skill when running or maintaining the Jiang Lens Google Colab video pipeline for YouTube download…
git:20260527.a31f264 · audit A · 11 stars
jiang-agent-transcript-pass SKILL.md skill
apresmoi/jianglens · .codex/skills/jiang-agent-transcript-pass/SKILL.md · Use this skill when an agent processes Jiang Lens transcript packets into semantic JSON outputs: interactions, speaker…
git:20260515.c54bf1f · audit A · 11 stars
jiang-autonomous-work-protocol SKILL.md skill
apresmoi/jianglens · .codex/skills/jiang-autonomous-work-protocol/SKILL.md · Use this skill when a Jiang Lens autonomous agent needs to discover, claim, perform, validate, and hand off repo work…
git:20260621.a41f106 · audit A · 11 stars
jiang-canon-promotion SKILL.md skill
apresmoi/jianglens · .codex/skills/jiang-canon-promotion/SKILL.md · Use this skill when promoting Jiang Lens proposals, glossary entries, model claims, ledger items, or…
git:20260503.16af4fa · audit A · 11 stars
jiang-corpus-impact-pass SKILL.md skill
apresmoi/jianglens · .codex/skills/jiang-corpus-impact-pass/SKILL.md · Use this skill after every published Jiang Lens episode, or when reassessing an existing episode, to decide and record…
git:20260621.a41f106 · audit A · 11 stars
jiang-episode-publisher SKILL.md skill
apresmoi/jianglens · .codex/skills/jiang-episode-publisher/SKILL.md · Use this skill when taking an already-ingested Jiang Lens source and an existing episode/interview read JSON through…
git:20260508.753fd9e · audit A · 11 stars
jiang-episode-quality-review SKILL.md skill
apresmoi/jianglens · .codex/skills/jiang-episode-quality-review/SKILL.md · Use this skill when reviewing a Jiang Lens episode or interview PR for public-read quality against the clean…
git:20260515.c54bf1f · audit A · 11 stars
jiang-episode-read-writer SKILL.md skill
apresmoi/jianglens · .codex/skills/jiang-episode-read-writer/SKILL.md · Use this skill when writing or revising the public Jiang Lens episode/interview read JSON for one already-ingested…
git:20260515.c54bf1f · audit A · 11 stars
jiang-glossary-entry-writer SKILL.md skill
apresmoi/jianglens · .codex/skills/jiang-glossary-entry-writer/SKILL.md · Use this skill when creating or revising a Jiang Lens glossary entry for a search-facing term, alias, person…
git:20260601.a85af69 · audit A · 11 stars
jiang-lens-atlas-maintainer SKILL.md skill
apresmoi/jianglens · .codex/skills/jiang-lens-atlas-maintainer/SKILL.md · Use this skill when maintaining the public Jiang Lens atlas page, adding or revising lens families, concept clusters…
git:20260526.76c159e · audit A · 11 stars
jiang-lens-concept-writer SKILL.md skill
apresmoi/jianglens · .codex/skills/jiang-lens-concept-writer/SKILL.md · Use this skill when creating or improving one public Jiang Lens concept page from dated source refs, episode reads…
git:20260526.76c159e · audit A · 11 stars
jiang-lens-distillation SKILL.md skill
apresmoi/jianglens · .codex/skills/jiang-lens-distillation/SKILL.md · Use this skill as the integration map for Jiang Lens work after episode publication, selecting the narrower corpus…
git:20260621.a41f106 · audit A · 11 stars

Every file in apresmoi/jianglens

Browse by kind, by grade A, or by owner.