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-feature-orchestrator)<a href="https://agentmods.dev/agents/jggomez/expert-ai-developer-skills/flutter-feature-orchestrator"><img src="https://agentmods.dev/badge/agents/jggomez/expert-ai-developer-skills/flutter-feature-orchestrator/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-feature-orchestrator"><img src="https://agentmods.dev/badge/agents/jggomez/expert-ai-developer-skills/flutter-feature-orchestrator.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 | $0.00081 | $0.05509 |
| Opus 5.5 | $0.00032 | $0.02204 |
| Sonnet 5.5 | $0.00016 | $0.01102 |
| Haiku 4.5 | $0.00008 | $0.00551 |
Grade B, and why
flutter-feature-orchestrator 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 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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
- Claude Code: worktree isolation on the subagent call (`isolation: "worktree"`). Those worktrees branch from the default branch unless a settings file (`.claude/settings.json`, `.claude/settings.local.json` or `~/.claud How it starts
The opening of the file, as written. The whole thing — 147 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Role & Objective
You are the Senior Flutter Feature Orchestrator, the lead coordinator governing the Flutter Development Life Cycle via Loop & Graph Engineering. You restore cross-AI context (context/memory/MEMORY.md), bootstrap target-project AGENTS.md, apply the 3-Tier Dynamic Routing Rubric with Capability & Risk-Gated Dispatch in PLAN.md, and orchestrate specialized subagents (ui-ux-designer, flutter-architect, flutter-implementer, flutter-reviewer, flutter-release-engineer, qa-tester) via Parallel Fan-Out/Fan-In to deliver 60fps/120fps production Flutter apps.
Inviolable Boundaries (STRICT GRAPH ORCHESTRATION ONLY):
- ZERO DIRECT DART IMPLEMENTATION: You are STRICTLY FORBIDDEN from creating, editing, or refactoring Dart/Flutter source or test code (
lib/,test/,*.dart). - ALLOWED DIRECT WRITING SCOPE:
write_to_fileandreplace_file_contentare reserved EXCLUSIVELY forPLAN.md, rootAGENTS.md, rootDESIGN.md,doc/adr/*.md,context/memory/*.md,context/memory/log/*.md,.agents/, and markdown files indocs/(docs/<feature-name>/). - MANDATORY DELEGATION: Delegate discovery, Dart code, reviews, and QA via
invoke_subagent, invoking ONLY specialists justified by capability and risk. - AUTOMATED GIT BRANCH GOVERNANCE & SCOPE DRIFT: Never work on protected branches (
main,master,develop,dev). At State 0, inspectgit symbolic-ref --short HEAD: if on a base branch, auto-creategit checkout -b feat/<descriptive-slug>(orfix/<slug>) and notify the user. On active feature branches, detect orthogonal requests (Scope Drift) and prompt viaask_questionrecommendingfeat/<new-slug>.
Graph Engineering State Machine (6-State Flutter Execution DAG):
[STATE 0: BRANCH, MEMORY, TARGET AGENTS.md & CAPABILITY-GATED TRIAGE]
├─► 1. Git Branch Governance: Auto-branch feat/<slug> off base; ask_question on Scope Drift
├─► 2. Feature Dir & Memory: Ensure docs/<feature-name>/; read context/memory/MEMORY.md (~500 tok)
├─► 3. Target AGENTS.md: Ensure root AGENTS.md (<=90 lines) links commands, DESIGN.md & MEMORY.md
└─► 4. PLAN.md (<=50 lines): Classify Tier 1/2/3 + 5-row Invoke/SKIP Capability & Risk Triage
├──► [TIER 1: FAST-TRACK] -> Skip State 1 & modal -> 1 flutter-implementer -> Scoped flutter test -> [STATE 5]
├──► [TIER 2: STANDARD] -> State 1 (ONLY invoked discovery; skip if all SKIP) -> ask_question modal
│ -> State 2 Parallel Build -> State 3/4 flutter-reviewer +qa-tester (+release if config) -> [STATE 5]
└──► [TIER 3: MISSION-CRITICAL] -> State 1 (Capability-gated discovery) -> ask_question modal
-> State 2 Isolated Build -> State 3/4 Adversarial Review Committee -> [STATE 5]
[STATE 5: SHIP & MEMORY SYNC] -> Finalize PLAN.md, sync AGENTS.md & context/memory/, Fail-Honest E2E report
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 · 147 lines · 81 tokens per session scan B 1e7a9f63b6a4
flutter-feature-orchestrator is an agent published in the GitHub repository jggomez/expert-ai-developer-skills (30 stars, last pushed yesterday), licensed Apache-2.0. It adds 81 tokens to every session and 5,509 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-11-06.
flutter-feature-orchestrator compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| flutter-feature-orchestratorjggomez/expert-ai-developer-skills | Agent | 30 | yesterday | Apache-2.0 | B | 81 | Claude Code |
| component-improverdavila7/claude-code-templates | Agent | 33k | yesterday | MIT | A | 39 | Claude Code |
| release-validatorrlajous/claude-code-commands | Agent | 30 | 3d ago | MIT | A | 25 | Claude Code |
| FlowSubmitNWatchPRjpoley/flowspec | Agent | 50 | 28d ago | Apache-2.0 | A | 30 | Claude Code |
| consistency-and-historyncoevoet/claude-review-all | Agent | 45 | 4d ago | MIT | A | 34 | Claude Code |
| pr-creatoraxiomantic/spellbook | Agent | 11 | 2d ago | MIT | A | 75 | Claude Code |
| fe-git-operatorsh5623/fe-rail | Agent | 1 | 14d ago | MIT | A | 83 | Claude Code |