jiang-lens-concept-writer SKILL.md skillA

jiang-lens-concept-writer 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-lens-concept-writer@git:20260526.76c159e

Pins git:20260526.76c159e 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-concept-writer/SKILL.md
Versions recorded
3
Latest version
git:20260526.76c159e, committed May 26, 2026
First version recorded
May 3, 2026
Size
4,805 bytes
Repository stars
11
License
a license file GitHub does not identify

Use this skill when creating or improving one public Jiang Lens concept page from dated source refs, episode reads, semantic bundles, proposals, and existing atlas links.

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 Concept Writer

Use this to build one serious public concept page. Examples: poetry as virus, guide as trap, eschatology, game theory, sacred machine, false authority, free will, reciprocity, attention capture.

## Inputs

- processed episode reads,
- semantic bundles,
- transcript refs,
- proposals from `jiang-corpus-impact-pass`,
- existing docs under `website/src/content/docs/lens*.md`,
- compiled lens points from `website/src/data/lens/link-index.json`.

## Output

Usually:

```text
website/src/content/docs/lens/<concept-slug>.md
```

Concept pages are public reader-facing pages. They should not read like internal documentation.

Every concept page should be entry-point resilient. Do not assume the reader already read `/introduction` or the atlas. If you use words such as corpus, lens, episode, source trail, or agent, define them in local context or write around them.

## Shape

Write as a compact chapter:

1. Open as if the reader landed directly on this page. Name the concept, the Jiang Lens context, and the kind of Jiang source material carrying it.
2. Define the key nouns and verbs.
3. Explain the mechanism: how the thing works.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add apresmoi/jianglens/jiang-lens-concept-writer@sha256:4bba68303f99da3d

The line at the top of this page pins the label git:20260526.76c159e, 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_lzj2kbj7oyf5matf.svg)](https://markdownregistry.com/a/art_lzj2kbj7oyf5matf)

2 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 26, 2026, about one every 12 days.

versioncommittedcommitsizeaudit
git:20260526.76c159e latest2026-05-26 76c159e 4,805 BA view · diff
git:20260515.c54bf1f2026-05-15 c54bf1f 3,765 BA view · diff
git:20260503.16af4fa2026-05-03 16af4fa 3,086 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 (4805 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_lzj2kbj7oyf5matf
GET https://markdownregistry.com/api/v1/resolve?ref=apresmoi/jianglens/jiang-lens-concept-writer
GET https://markdownregistry.com/api/v1/blob/4bba68303f99da3db9bbcd0944e363ea38acce310dc3e50ef703eb8e5d5cab0d

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-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
jiang-lens-judge SKILL.md skill
apresmoi/jianglens · .codex/skills/jiang-lens-judge/SKILL.md · Use this skill to review Jiang Lens concept docs, episode reads, glossary drafts, canon proposals, or source-grounded…
git:20260515.c54bf1f · audit A · 11 stars

Every file in apresmoi/jianglens

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