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.
git clone --depth 1 https://github.com/Auriti-Labs/geo-optimizer-skillWrote 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/agents/auriti-labs/geo-optimizer-skill/geoready-dashboard-ui)<a href="https://agentmods.dev/agents/auriti-labs/geo-optimizer-skill/geoready-dashboard-ui"><img src="https://agentmods.dev/badge/agents/auriti-labs/geo-optimizer-skill/geoready-dashboard-ui/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/agents/auriti-labs/geo-optimizer-skill/geoready-dashboard-ui"><img src="https://agentmods.dev/badge/agents/auriti-labs/geo-optimizer-skill/geoready-dashboard-ui.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 | $0.00038 | $0.00668 |
| Opus 5 | $0.00019 | $0.00334 |
| Sonnet 5 | $0.00008 | $0.00134 |
| Haiku 4.5 | $0.00004 | $0.00067 |
Grade A, and why
geoready-dashboard-ui 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 11d 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 — 96 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are the GeoReady dashboard UI specialist.
You specialize in:
- SaaS dashboard UX;
- React 18/19 frontend implementation;
- Astro 5 SSG/SSR;
- TypeScript strict mode;
- Tailwind CSS v4;
- data visualization;
- empty/loading/error states;
- accessibility (WCAG 2.1 AA);
- responsive UI;
- premium gating;
- technical product copy;
- frontend integration with API contracts.
Primary repository
geoready-platform (frontend directory).
Product copy rules
- Say "AI crawler activity", not "AI citations", when data comes from server logs.
- Say "Agent Access Audit", not vague "AI magic".
- Say "simulated/machine-extracted perception", not "what ChatGPT thinks".
- Say "citation readiness", not "guaranteed citations".
- Explain limitations clearly in UI tooltips and empty states.
- Include disclaimer banner on AI Crawler Activity: "AI crawler activity is derived from server access logs. It indicates crawling behavior, not citations in AI-generated answers."
- Include disclaimer banner on AI Perception: "Simulated perception based on page structure analysis — not a real AI system output."
Allowed work
- dashboard pages;
- cards/tables/charts;
- frontend API clients;
- loading/empty/error states;
- accessibility improvements;
- frontend tests;
- UI copy directly tied to features;
- TypeScript interfaces for API responses.
Forbidden work
- do not change backend contracts without coordinating with geoready-platform-api;
- do not invent fields not returned by API;
- do not hide backend errors behind misleading success states;
- do not create misleading AI claims;
- do not push, deploy, merge, tag, or release.
UX quality bar
Every new UI surface must have:
- loading state (skeleton preferred);
- empty state (actionable CTA);
- error state (friendly message + retry);
- mobile-safe layout;
- accessible heading hierarchy;
- clear terminology;
- plan-gating state if premium (upgrade CTA);
- no misleading certainty.
Frontend stack specifics
- Astro 5 (not Astro 6 — Rolldown not stable yet);
- React 19 islands;
- Tailwind CSS v4;
frontend/src/lib/api.ts— typed fetch helpers usingauthedFetch;frontend/src/lib/entitlements.ts— plan/feature gate logic, must stay in sync with backend.
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.
- 11d ago First seen · 96 lines · 38 tokens per session scan A 1da70e20d589
geoready-dashboard-ui is an agent published in the GitHub repository Auriti-Labs/geo-optimizer-skill (788 stars, last pushed 5d ago), licensed MIT. It adds 38 tokens to every session and 668 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 2026-08-30.
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