citation-radar SKILL.md skillA
citation-radar from varunk130/ai-gtm-skill-library is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add varunk130/ai-gtm-skill-library/citation-radar@git:20260919.8d9b560Pins git:20260919.8d9b560 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- varunk130/ai-gtm-skill-library
- Path
gtm-skills/citation-radar/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260919.8d9b560, committed Sep 19, 2026
- Size
- 3,270 bytes
- Repository stars
- 7
- License
- MIT
Audits how likely AI answer engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) are to cite your pages for the questions buyers ask, then ranks fixes by citation lift. Use when: ai search visibility, generative engine optimization, geo audit, aeo, llm citations, are we cited in ai answers, ai overviews, answer engine optimization.
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
# Citation Radar (CLEAR Framework) Buyers now ask an assistant before they open a search results page. Classic SEO audits measure rank; this skill measures whether a page is the kind of source an answer engine can lift a sentence from and credit. It works from the buyer's questions backward, not from keywords forward. ## Core Principle **Answer engines cite claims, not pages.** A page earns citations when it contains short, specific, attributable statements that directly answer a question someone actually asks. ## The CLEAR Framework | Letter | Dimension | What It Checks | Weight | |---|---|---|---| | **C** | Claim density | Specific, checkable statements per 100 words (numbers, named entities, dates) | 0.25 | | **L** | Liftability | Answer sits in the first 40-60 words of the section; lists and tables for comparisons | 0.15 | | **E** | Evidence | Named author, dated update, primary sources, schema markup | 0.20 | | **A** | Answer match | Does an H2/H3 or first sentence answer the buyer question verbatim? | 0.25 | | **R** | Rarity | Information not found on the top competing pages (original data, pricing, benchmarks) | 0.15 | …
Read the whole file at its exact version.
How to install
mdr add varunk130/ai-gtm-skill-library/citation-radar@sha256:392249586889bf6dThe line at the top of this page pins the label git:20260919.8d9b560, 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_d2y6ctq3m2vvem5k)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 19, 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 (3270 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
varunk130/ai-gtm-skill-library · 7 stars · license MIT · pushed 2026-11-01 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_d2y6ctq3m2vvem5k GET https://markdownregistry.com/api/v1/resolve?ref=varunk130/ai-gtm-skill-library/citation-radar GET https://markdownregistry.com/api/v1/blob/392249586889bf6d5a6327f8f1e6c5c2663db38c68b04f6af6e5ec3453f43d55
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.