Borrowing it
Nothing to install: this file belongs to salmanashraf/mobile-ai-agents. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/salmanashraf/mobile-ai-agents/main/CLAUDE.mdgit clone --depth 1 https://github.com/salmanashraf/mobile-ai-agentsWrote 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/instructions/salmanashraf/mobile-ai-agents/claude-md)<a href="https://agentmods.dev/instructions/salmanashraf/mobile-ai-agents/claude-md"><img src="https://agentmods.dev/badge/instructions/salmanashraf/mobile-ai-agents/claude-md/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/instructions/salmanashraf/mobile-ai-agents/claude-md"><img src="https://agentmods.dev/badge/instructions/salmanashraf/mobile-ai-agents/claude-md.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 | $0.02315 | $0.02315 |
| Opus 5 | $0.01157 | $0.01157 |
| Sonnet 5 | $0.00463 | $0.00463 |
| Haiku 4.5 | $0.00231 | $0.00231 |
Grade B, and why
mobile-ai-agents CLAUDE.md scanned grade B with 1 finding 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 9d 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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
Add to your Claude Code config (`~/.claude/settings.json`): How it starts
The opening of the file, as written. The whole thing — 237 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md — Mobile AI Agents
This file is read automatically by Claude Code when the repo is opened. It tells Claude how to navigate, use, and contribute to this toolkit.
What This Repo Is
The complete AI dev team for mobile engineers. 19 personality-driven agents, 35 composable skills, and 13 end-to-end workflows for Android, iOS, Flutter, React Native, Unity, and Unreal.
Each agent has a name, a personality, a mission, and a real worked example. Drop any agent into Claude Code as a system prompt and it works immediately.
Quick Start
# Install everything
./install.sh
# Install by platform
./install.sh android
./install.sh ios
./install.sh flutter
Repo Map
mobile-ai-agents/
├── agents/ ← 19 personality-driven agents
│ ├── android/axiom/ ← AXIOM (Android architect)
│ ├── android/anr-investigation/ ← FREEZE (ANR investigator)
│ ├── android/compose-navigation/ ← NAVIGATOR (Compose navigation)
│ ├── android/memory-leak-analyzer/ ← RETAINER (memory leaks)
│ ├── ios/swift/ ← SWIFT (iOS engineer)
│ ├── flutter/dart/ ← DART (Flutter specialist)
│ ├── react-native/bridge/ ← BRIDGE (RN optimizer)
│ ├── gaming/
│ │ ├── forge/ ← FORGE (Unity architect)
│ │ └── unreal/ ← UNREAL (Unreal specialist)
│ └── cross-platform/
│ ├── appforge/ ← APPFORGE (idea-to-store)
│ ├── crasher/ ← CRASHER (crash investigator)
│ ├── sentinel/ ← SENTINEL (security auditor)
│ ├── launchpad/ ← LAUNCHPAD (ASO writer)
│ ├── mobile-harness/ ← MOBILE-HARNESS (build/test/verify)
│ ├── mobile-memory/ ← Mobile Memory (context preservation)
│ ├── pipeline/ ← PIPELINE (CI/CD)
│ ├── perf/ ← PERF (performance)
│ ├── scribe/ ← SCRIBE (release notes)
│ └── figma/ ← FIGMA (design-to-code)
├── skills/ ← 35 composable skill modules
│ ├── android/ ← ANR, memory leak, TDD, Compose review, ...
│ ├── ios/ ← ios-tdd, swiftui-review, swift-concurrency, ...
│ ├── flutter/ ← flutter-tdd, flutter-review, widget-extract, ...
│ ├── react-native/ ← rn-tdd, rn-review, new-arch-migrate, ...
│ ├── gaming/ ← unity-tdd, shader-gen, game-perf, blueprint-to-cpp
│ └── cross-platform/ ← grill-mobile, crash-triage, perf-audit, ...
├── workflows/ ← 13 end-to-end process guides
├── mobile-karpathy.md ← 4 rules that prevent AI mobile mistakes (standalone)
├── examples/ ← Real input/output pairs for each agent
├── templates/ ← Scaffold for new agents / skills / workflows
├── scripts/ ← install-claude.sh, install-cursor.sh, ...
└── docs/ ← Extended guides
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.
- 9d ago First seen · 237 lines · 2,315 tokens per session scan B e1325de366d7
mobile-ai-agents CLAUDE.md is an instructions file published in the GitHub repository salmanashraf/mobile-ai-agents (25 stars, last pushed 6d ago), licensed MIT. It adds 2,315 tokens to every session, about $0.0116 per session on Opus 5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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