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.
npx agentmods add skills/ofcskn/mobile-automation-plugin/optimizing-geonpx skills add ofcskn/mobile-automation-plugin --skill optimizing-geogit clone --depth 1 https://github.com/ofcskn/mobile-automation-pluginWrote 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/ofcskn/mobile-automation-plugin/optimizing-geo)<a href="https://agentmods.dev/skills/ofcskn/mobile-automation-plugin/optimizing-geo"><img src="https://agentmods.dev/badge/skills/ofcskn/mobile-automation-plugin/optimizing-geo.svg" alt="Measured on agentmods" 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 | $0.00117 | $0.00619 |
| Opus 5 | $0.00059 | $0.00309 |
| Sonnet 5 | $0.00023 | $0.00124 |
| Haiku 4.5 | $0.00012 | $0.00062 |
Grade A, and why
optimizing-geo 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 4d 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.
What it actually says
Optimizing GEO (AI Discoverability)
When to use
| Request | Action |
|---|---|
| "GEO optimization" | Run geo-optimizer.lens.md |
| "schema markup" | Generate JSON-LD from lens output |
| "ProductHunt launch" | Use lens tagline + description |
| "entity anchor" | Extract from lens output, save to config |
| "AI visibility" | Run lens + follow 30-day action plan |
What GEO does
AI tools cite apps that have:
- Structured, factual descriptions that AI can extract precisely
- Consistent entity name across ALL web surfaces
- Coverage on authoritative tech sites and review platforms
- Schema markup on the app's landing page
- Authentic community presence (Reddit, ProductHunt, reviews)
Entity anchor rule
The entity anchor sentence is the canonical one-sentence definition:
"[App Name] is a [category] app for iOS and Android designed for [user persona],
featuring [key differentiator]."
Use this EXACT wording everywhere. Never change it for 6+ months.
Save to .msd/config/{appId}.config.json → geo.entityAnchor.
Process
- Complete ASO optimization first (
skills/optimizing-aso-seo) - Load
lenses/geo-optimizer.lens.md - Fill parameters: app name, category, ASO description, user persona, differentiator, store URLs
- Review entity anchor sentence (most important output — locked in for 6 months)
- Save JSON-LD schema to
assets/{appId}/schema.json - Save entity anchor to
.msd/config/{appId}.config.json→geo.entityAnchor - Follow the 30-day GEO action plan from lens output
30-day action plan summary
| Day | Action |
|---|---|
| 1 | Add JSON-LD schema to landing page |
| 2 | Launch on ProductHunt with GEO description |
| 7 | Submit to AppAdvice, 9to5Mac, AndroidPolice |
| 14 | Post authentic use case in relevant subreddits |
| 21 | Build in public thread with factual feature list |
| 30 | First AI visibility audit (test all 4 AI tools) |
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.
- 4d ago First seen · 64 lines · 117 tokens per session scan A 0d7fbb8304e0
optimizing-geo is a skill published in the GitHub repository ofcskn/mobile-automation-plugin (2 stars, last pushed 2mo ago), licensed MIT. It adds 117 tokens to every session and 619 once invoked, about $0.0006 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
app-store-preflight-compliance
Pre-submission compliance scanner workflow for Apple App Store apps. Use when reviewing iOS, macOS, tvOS, watchOS, or visionOS projects (Swift, Objective-C, React Native, Expo) for App Store rejection risks, submission readiness, privacy compliance, or guideline violations.
uniwind
Uniwind — Tailwind CSS v4 styling for React Native. Use when adding, building, or debugging components in a React Native project that uses Uniwind classNames. Covers setup, Metro config, global.css, theming, className props, accent- color props, platform/data/state/responsive variants, CSS variables, custom utilities…
greenlight
It now lives at skills/greenlight/SKILL.md.
migrate-nativewind-to-uniwind
Migrate a React Native project from NativeWind to Uniwind. Use when the user wants to replace NativeWind with Uniwind, upgrade from NativeWind, switch to Uniwind, or mentions NativeWind-to-Uniwind migration. Handles package removal, config migration, Tailwind 4 upgrade, cssInterop removal, theme conversion, and all…
aso-playbook
Beginner-friendly App Store Optimization guide covering keyword research, screenshot design, rating management, and A/B testing for iOS and Android. By @WeiYipei — practical ASO for indie developers and small teams.
gingiris-aso-growth
🇺🇸 ASO & Mobile App Growth Playbook 2026 — Complete App Store Optimization guide. ASO keyword ranking, App Store & Google Play listing optimization, app cold start, UGC creator operations, TikTok/Instagram/YouTube Shorts marketing, AI-matrix content scaling, mobile user acquisition. 🇨🇳 ASO 增长与 App 冷启动权威指南 …