find-references SKILL.md skillA

find-references from varghq/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add varghq/skills/find-references@v2.0.1

Pins v2.0.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
varghq/skills
Path
find-references/SKILL.md
Versions recorded
3
Latest version
v2.0.1, committed Nov 6, 2026
First version recorded
Nov 3, 2026
Size
26,322 bytes
Repository stars
21
License
MIT

Find real, human-made references before anything is made, for AI image, video and music and for video made with code. Turns a request into one query pack per job (light first, then framing, people, location, texture, type, motion, palette, music and a "never" board), searches each source in its own words, opens everything it keeps, proves who made it, measures what code can measure, checks light with an LLM judge, and hands a person three candidates per job. Use when someone says…

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

# Find references

Without a reference an agent falls back to its default look: "centered text, gradient background, everything fading in"
(https://x.com/rexan_wong/status/2103707054108299437). Adding more words does not fix it. Three facts shape this skill:

- **No library searches by ratio, shadow edge or Kelvin.** Search with words a cataloguer would use, then measure what
  you find. A spec and a query are different things.
- **Machines read light and taste badly** (`references/evidence.md`). A judge answers literal questions about what is
  visible, and nothing else.
- **The best libraries forbid bots.** Film-Grab, ShotDeck, Pinterest, Instagram, Rate Your Music and Bandcamp's pages are
  for people. The agent reads open archives and writes links for the person.

So each part does what it can do. **Code owns facts in pixels and timing. Records own who made it and the rights. The
LLM owns literal yes/no checks and the shortlist. A named person owns meaning and the final pick.**

**Some things only a person can find.** In the cold run on an ad (`tested 2026-11-03`), no open source returned the
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add varghq/skills/find-references@sha256:c96a7f585181dbaf

The line at the top of this page pins the label v2.0.1, 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_62ebv5na27o6ro4g.svg)](https://markdownregistry.com/a/art_62ebv5na27o6ro4g)

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

Versions

The registry has recorded 3 versions of this file, between Nov 3, 2026 and Nov 6, 2026, about one every day.

versioncommittedcommitsizeaudit
v2.0.1 latest2026-11-06 f977c6f 26,322 BA view · diff
v2.0.02026-11-04 d8303b6 26,378 BA view · diff
v1.0.02026-11-03 f7fdc2f 14,689 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 (26322 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

varghq/skills · 21 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_62ebv5na27o6ro4g
GET https://markdownregistry.com/api/v1/resolve?ref=varghq/skills/find-references
GET https://markdownregistry.com/api/v1/blob/c96a7f585181dbafcc7600bc47cd2ce2e0eff28e684ad05633bad2d3fb308349

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.

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