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 instructions/ai-dashboad/flutter-skill/claude-mdgit clone --depth 1 https://github.com/ai-dashboad/flutter-skillWhat 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 | $0.02287 | $0.02287 |
| Opus 5 | $0.01144 | $0.01144 |
| Sonnet 5 | $0.00457 | $0.00457 |
| Haiku 4.5 | $0.00229 | $0.00229 |
Grade A, and why
flutter-skill CLAUDE.md 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 2d 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 — 245 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Project Overview
Flutter Skill is a bridge that connects AI Agents to running Flutter applications via the Dart VM Service Protocol. It enables agents to inspect UI structure, perform actions (tap, scroll, enter text), and verify visual changes.
Common Commands
# Activate the CLI globally (from this repo)
dart pub global activate --source path .
# Run the CLI directly without global activation
dart run bin/flutter_skill.dart <command>
# Launch a Flutter app with auto-setup (adds dependency + patches main.dart)
flutter_skill launch /path/to/flutter_project
# Inspect interactive widgets in running app
flutter_skill inspect
# Perform actions
flutter_skill act tap "button_key"
flutter_skill act enter_text "field_key" "text value"
# Run integration tests (uses mock Flutter app)
dart run test/integration_test.dart
Architecture
The codebase has two main parts:
1. Target App Library (lib/flutter_skill.dart)
FlutterSkillBinding- Registers VM Service extensions in the Flutter app- Extensions:
ext.flutter.flutter_skill.interactive,.tap,.enterText,.scroll - Target apps call
FlutterSkillBinding.ensureInitialized()in main.dart
2. CLI/Server Tools (lib/src/)
lib/src/drivers/- Framework-specific app driversapp_driver.dart- AbstractAppDriverinterface (connect, tap, screenshot, etc.)flutter_driver.dart-FlutterSkillClient implements AppDriver— VM Service clientnative_driver.dart- Native OS-level interaction (macOS Accessibility API, adb)drivers.dart- Barrel export
lib/src/discovery/- VM Service auto-discoveryunified_discovery.dart- Smart multi-strategy discovery orchestratorprocess_based_discovery.dart- Discovers apps from running Flutter processesdtd_service_discovery.dart- DTD-based discoveryquick_port_check.dart- Parallel port scanningdiscovery.dart- Barrel export
lib/src/cli/- CLI command implementations (launch, inspect, act, server, setup)lib/src/diagnostics/- Error reporting- MCP Server mode (
cli/server.dart) - JSON-RPC interface for IDEs like Cursor
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.
- 2d ago First seen · 245 lines · 2,287 tokens per session scan A ed213110ada6
flutter-skill CLAUDE.md is an instructions file published in the GitHub repository ai-dashboad/flutter-skill (362 stars, last pushed 12d ago), licensed MIT. It adds 2,287 tokens to every session, about $0.0114 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.
Other instructions, from other repositories
mobile-mcp-opengl AGENTS.md
AGENTS.md instructions for antonpinchuk/mobile-mcp-opengl, covering agent instructions: mobile-mcp-opengl, never trust a vision answer as ground truth, use the free primitives for steps you don't need to observe, phrase questions for short answers and prefer logs over vision when the answer is already there.
OpenTagViewer AGENTS.md
Instructions for parawanderer/OpenTagViewer, covering agents.md, what this project is, rules, 1. never ship a room schema change without a migration and 2. do not claim something works if you have not run it.
AppClaw CLAUDE.md
Instructions for appclawhq/AppClaw, covering claude.md, what is appclaw?, build & run commands, architecture and entry point & cli modes (src/index.ts).
Librechat-Mobile CLAUDE.md
Instructions for garfiec/Librechat-Mobile, covering switchboard, tech stack, module layout, architecture rules and adding a new feature module.
scrcpy-mcp AGENTS.md
Instructions for JuanCF/scrcpy-mcp, covering agents.md, project overview, project documentation, build/lint/test commands and build the project.
DSH-Mobile AGENTS.md
Instructions for SimonMedy/DSH-Mobile, covering agents.md — dsh mobile engineering contract, product boundary, security invariants, dependency policy and architecture.