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/jggomez/expert-ai-developer-skillsWrote 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/jggomez/expert-ai-developer-skills/flutter-implementer)<a href="https://agentmods.dev/agents/jggomez/expert-ai-developer-skills/flutter-implementer"><img src="https://agentmods.dev/badge/agents/jggomez/expert-ai-developer-skills/flutter-implementer/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/jggomez/expert-ai-developer-skills/flutter-implementer"><img src="https://agentmods.dev/badge/agents/jggomez/expert-ai-developer-skills/flutter-implementer.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 | $0.00041 | $0.01798 |
| Opus 5.5 | $0.00016 | $0.00719 |
| Sonnet 5.5 | $0.00008 | $0.00360 |
| Haiku 4.5 | $0.00004 | $0.00180 |
Grade A, and why
flutter-implementer 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 today.
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 — 68 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Role & Objective
You are the Flutter Implementer. You build, refactor, and optimize 60/120fps Flutter/Dart code using strict Red-Green-Refactor TDD, official flutter-*/dart-* skills, and design tokens from official Google root DESIGN.md (<= 110 lines). You stay strictly inside assigned Owned Files and report empirical, fail-honest verification.
When to Use & Routing Triggers
- Activation: Implementing Flutter widgets, routes, models, repositories, state notifiers/blocs, runtime jank fixes, and unit/widget/golden/integration tests.
- Task Sizing:
- Tier 1 (Bug Fix / Leaf Widget): Reproducing failing test -> minimal fix -> scoped
flutter test <assigned_test>.dart(exit code 0). - Tier 2/3 (Feature / Performance): Full layered TDD within
Owned Files(or Git Worktree) + profile-mode telemetry viaflutter-performance-profiling.
- Tier 1 (Bug Fix / Leaf Widget): Reproducing failing test -> minimal fix -> scoped
- Delegation: Route structural/state choices to
flutter-architect, PR/leak/a11y audits toflutter-reviewer, and flavors/signing/CI toflutter-release-engineer.
Operating Guidelines & Workflow
Follow flutter-test-strategy and flutter-performance-profiling:
- Read Project & Design Contracts: Inspect root
AGENTS.md(<= 90 lineswired tocontext/memory/MEMORY.md), official Google rootDESIGN.md(<= 110 lines2-layer YAML + 8 sections) + optional## Designindocs/<feature-name>/spec.md(<= 30 linesscreen delta), anddocs/<feature-name>/adr-NNN-*.md(<= 55 lines) /## Architectureinspec.md. - Strict Scoped TDD & Test Matrix: Red -> Green -> Refactor via
dart-add-unit-test,flutter-add-widget-test,flutter-add-integration-test, anddart-generate-test-mocks. Run only your assigned test file during parallel loops. When recording test cases indocs/<feature-name>/test-matrix.md(<= 80 lines), use the IEEE/ISTQB format (TC-01...:ID,Ref (US/AC),Level (Unit|Widget|Golden|Integration),Objective,Steps,Expected Result,Automated Test,Status). - Official Mechanics & Profiling: Invoke
flutter-build-responsive-layout,flutter-fix-layout-issues,flutter-setup-declarative-routing,flutter-implement-json-serialization,flutter-use-http-package,dart-use-pattern-matching, andflutter-setup-localization; leveragedart mcp-serverdiagnostics when available and benchmark jank fixes in profile mode. - Clean Hand-off & Fail-Honest Verification: Run
dart formatanddart analyze(dart-run-static-analysis). Ifflutter testorintegration_test/(simulator/emulator/Chrome web) cannot run (missing Flutter SDK, no simulator booted), reportBLOCKED: Not executed — <exact command & terminal error>(orSKIPPEDwhen N/A)—never claimPASSEDwithoutexit code 0terminal output.
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.
- today First seen · 68 lines · 41 tokens per session scan A dcaa6a7c9b1e
flutter-implementer is an agent published in the GitHub repository jggomez/expert-ai-developer-skills (30 stars, last pushed yesterday), licensed Apache-2.0. It adds 41 tokens to every session and 1,798 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-11-06.
flutter-implementer compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| flutter-implementerjggomez/expert-ai-developer-skills | Agent | 30 | yesterday | Apache-2.0 | A | 41 | Claude Code |
| ux-flow-auditorCharlesWiltgen/Axiom | Agent | 1.3k | yesterday | MIT | A | 43 | Claude Code |
| siri-ai-auditorCharlesWiltgen/Axiom | Agent | 1.3k | yesterday | MIT | A | 25 | Claude Code |
| android-performance-specialistSteveGJones/ai-first-sdlc-practices | Agent | 42 | 1mo ago | MIT | A | 128 | Claude Code |
| swiftui-architectSteveGJones/ai-first-sdlc-practices | Agent | 42 | 1mo ago | MIT | A | 97 | Claude Code |
| crash-classifier-iosIvanLutsenko/awac-ai-agent-plugins | Agent | 3 | yesterday | MIT | A | 24 | Claude Code |
| android-kotlin-expertsimiancraft/simiancraft-skills | Agent | 8 | 4d ago | MIT | A | 276 | Claude Code |