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citlyze-citation-gap

citlyze-citation-gap is a skill for Claude Code, Codex from Citlyze/citlyze-skills. It costs 68 tokens per session (683 once invoked), scanned A, original, MIT.

A read-only analysis of which websites AI engines cite for a brand's tracked prompts and where the brand is missing.

In plain words
What is it for?
Finding content, media, review, forum, social, or partner websites that may help close citation gaps. It requires the Citlyze MCP server.
Why use it?
It shows why competitors or third-party sites may appear as sources while the brand's own pages do not.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

not rated 0repo 1mo ago A scan 68 tokens original MIT

Good fit Finding content, media, review, forum, social, or partner websites that may help close citation gaps. It requires the Citlyze MCP server.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/citlyze/citlyze-skills/citlyze-citation-gap
View source ↗ Citlyze/citlyze-skills citlyze.com
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Citlyze/citlyze-skills --skill citlyze-citation-gap
Clone the repo
git clone --depth 1 https://github.com/Citlyze/citlyze-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for citlyze-citation-gap

README.md
[![agentmods](https://agentmods.dev/badge/skills/citlyze/citlyze-skills/citlyze-citation-gap/github.svg)](https://agentmods.dev/skills/citlyze/citlyze-skills/citlyze-citation-gap)
Your own site
<a href="https://agentmods.dev/skills/citlyze/citlyze-skills/citlyze-citation-gap"><img src="https://agentmods.dev/badge/skills/citlyze/citlyze-skills/citlyze-citation-gap/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for citlyze-citation-gap

Your own site · 80×15
<a href="https://agentmods.dev/skills/citlyze/citlyze-skills/citlyze-citation-gap"><img src="https://agentmods.dev/badge/skills/citlyze/citlyze-skills/citlyze-citation-gap.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 68 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 683 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00068 $0.00683
Opus 5.5 $0.00027 $0.00273
Sonnet 5.5 $0.00014 $0.00137
Haiku 4.5 $0.00007 $0.00068

Measured 2mo ago against content hash 86b405526129, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

citlyze-citation-gap scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/citlyze-citation-gap/SKILL.md · 47 lines

How it starts

The opening of the file, as written. The whole thing — 47 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Citlyze citation gap analysis

Turn raw citation data into a classified gap map: who AI engines trust today, where your owned pages are missing, and which third-party surfaces are worth pursuing.

Prerequisites

The Citlyze MCP server must be connected (setup guide). Tools are read-only and default to the latest completed measurement window.

Workflow

  1. Orient. Call get_workspace_overview for the target brand and competitor list.
  2. Pull citations. Call list_citations. Each entry in domains has domain, citation_count, and up to a few sample_citations (url, title). Use a higher limit (max 100) for fuller coverage.
  3. Classify every domain into channels, using the brand's own domains and competitor names from step 1 plus the sample URLs/titles:
    • owned domains
    • competitor sites
    • peer companies
    • earned media (press, publishers, news)
    • user reviews and review platforms
    • user-generated content (forums, Q&A)
    • social platforms
    • affiliate sites
    • other third-party sources Also tag the apparent content type where the samples make it obvious: listicle/top list, comparison, blog or news, research or report, documentation, product page, wiki-style, social.
  4. Find the gaps. Ask three questions of the classified table:
    • Where do competitors get cited on surfaces you are absent from (a listicle or review site citing them, not you)?
    • Which heavily cited third-party domains accept contributions, listings, or reviews you could legitimately pursue?
    • What share of citations is owned vs everything else, and is any owned page conspicuously missing for its topic?
  5. Deliver two artifacts:
    • Citation map table: domain, channel, content type, citation count, one-line "why it gets cited".
    • Target list: top 5-10 actions, each with domain, action (pitch a listing, publish comparison page, earn a review, improve owned page), and expected difficulty.

Read the full file on GitHub · 47 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 47 lines · 68 tokens per session scan A 86b405526129

Subscribe to this mod's changes

citlyze-citation-gap is a skill published in the GitHub repository Citlyze/citlyze-skills (0 stars, last pushed 1mo ago), licensed MIT. It adds 68 tokens to every session and 683 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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