Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add shalintripathi/organic-os/plugin install organic-osWrote 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.
[](https://agentmods.dev/skills/shalintripathi/organic-os/hoo-citation-tracker)<a href="https://agentmods.dev/skills/shalintripathi/organic-os/hoo-citation-tracker"><img src="https://agentmods.dev/badge/skills/shalintripathi/organic-os/hoo-citation-tracker/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.
<a href="https://agentmods.dev/skills/shalintripathi/organic-os/hoo-citation-tracker"><img src="https://agentmods.dev/badge/skills/shalintripathi/organic-os/hoo-citation-tracker.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00047 | $0.01327 |
| Opus 5 | $0.00023 | $0.00664 |
| Sonnet 5 | $0.00009 | $0.00265 |
| Haiku 4.5 | $0.00005 | $0.00133 |
Grade A, and why
hoo-citation-tracker 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 3d 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.
How it starts
The opening of the file, as written. The whole thing — 114 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AI citation tracking
- Read profile: keywords.targets (the query set), competitors, site url,
and the optional
citations: {engines: [...]}key (see Engine set below). - For each query (cap 20 per run; rotate through the set across runs),
ask each engine in the engine set that is actually reachable from this
session. Sources in order of preference: an authorized AI-search
connector; the search-data adapter's AI-visibility read, when its
tools are present in this session (the search-data slot, ADR-0009 in
the repo; the known adapter is OpenSEO - see
$CLAUDE_PLUGIN_ROOT/docs/connectors.md- licensed data, and every line carrying it names the adapter as its source); WebSearch with engine-targeted queries; plain WebSearch otherwise. Never scrape engines through automation that violates their ToS. - Record per query: engine | our domain mentioned? | cited (linked)? | position (only when cited - the ordinal below) | sentiment (only when mentioned - the label plus its evidence quote, below) | competitors mentioned | answer summary (<=30 words).
- Metrics: mention rate, citation rate, share of voice vs competitors (mentions of us / mentions of anyone tracked).
- Persist to runs/YYYYMMDD-citations/ + append one signal line with the headline movement vs the previous run (diff the last runs/ folder).
- New citation appearing or disappearing on a money query -> P1 signal.
- When
runs/<date>-ai-baseline/REPORT.mdexists in the brain (written by/organic-os:setup's AI-visibility baseline step), compare this run's headline numbers against it and report movement, not just this run's absolutes - see Baseline comparison below for what movement now covers.
Position within the answer
When the brand IS cited, record where it sits in the answer. One of four ordinal values, best to worst:
lead-answer- the answer's opening or primary recommendation is built on the brand; a reader who stops after the first paragraph has seen it.supporting-mention- the brand is named with substance in the body of the answer, as one of the inputs the answer actually uses.listed-among-others- the brand appears only inside a list or comparison of alternatives, with nothing said about it specifically.footnote-link- the brand appears only as a cited source link; the answer text itself never names it.
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.
- 3d ago Changed · +4 lines ee89d6fac515
- 11d ago First seen · 110 lines · 47 tokens per session scan A 5569372d2893
hoo-citation-tracker is a skill published in the GitHub repository shalintripathi/organic-os (5 stars, last pushed 4d ago), licensed MIT. It adds 47 tokens to every session and 1,327 once invoked, about $0.0002 per session on Opus 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.
Other skills, from other repositories
seo-vertical-detect
Classify a website as ecommerce, local-business, blog-publisher, saas, docs, or generic (multiple may apply), and report detected locales, from the persisted PageSnapshot plus the platform detector's vertical hints. Used by seo-orchestrator to decide which conditional modules to run and how to reweight the scores.
seo-fix-apply
Writer protocol preloaded into the seo-fixer-writer agent — how confirmed SEO/AI-search fixes are applied (git pre-flight, backup, Edit/Write for local diffs, ticketed adapter CLIs for remote targets, re-verify, publish only on a second ticket, rollback) and the findings-array output contract. Used only by the fix…
audit
Audit a website or web codebase for SEO and AI-search (GEO/AEO) — produces two independent 0-100 scores (Search SEO + AI Visibility) plus a prioritized, evidence-backed report persisted on disk. Read-only; never writes to the project. Use when the user asks to audit, analyze, check, or score a site's SEO, structured…
ai-visibility
Fast-path AI visibility — get a brand's 0–100 Akii Visibility Score (computed by an open-source LLM judge against the brand's public footprint) with four-dimension breakdown AND a per-engine proxy map for ChatGPT, Claude, Gemini, Perplexity, Copilot, and Google AI Overviews based on FirstPageSage signal weights.…
optimize-page
Comprehensive single-page optimization across all three layers — traditional SEO (title / meta / H1 / internal links), AEO (chunk quality, direct-answer leads, FAQ extraction), and GEO rewrites using the tactics published by the Princeton/IIT Delhi GEO study (citation integration, expert quotes, statistics enrichment…
seo-audit
Single audit entry point — surface-level scorecard or deep infrastructure dive depending on the requested mode. Default full mode produces a multi-layer scorecard across all 9 areas (crawlability, indexation, meta tags, headings, images, Core Web Vitals, JS rendering, mobile + security, structured data, internal…