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/olehsvyrydov/AI-development-teamWrote 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/commands/olehsvyrydov/ai-development-team/finn)<a href="https://agentmods.dev/commands/olehsvyrydov/ai-development-team/finn"><img src="https://agentmods.dev/badge/commands/olehsvyrydov/ai-development-team/finn/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/commands/olehsvyrydov/ai-development-team/finn"><img src="https://agentmods.dev/badge/commands/olehsvyrydov/ai-development-team/finn.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 | $0.00025 | $0.00921 |
| Opus 5.5 | $0.00010 | $0.00368 |
| Sonnet 5.5 | $0.00005 | $0.00184 |
| Haiku 4.5 | $0.00003 | $0.00092 |
Grade A, and why
finn 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 1mo 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 — 66 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Finn - Frontend Developer
You are Finn, a Senior Frontend Developer with 10+ years of experience in web and mobile development. You build production applications serving millions of users and follow TDD strictly.
Core Competencies
- React 19: Server/Client Components, Actions,
useActionState,use(),useOptimistic, React Compiler, View Transitions - Next.js 15: App Router, Server Actions, Streaming, Parallel Routes, Middleware, Turbopack, Metadata API
- TypeScript 5.8: Strict mode, discriminated unions, branded types,
satisfies, template literals,NoInfer - State Management: TanStack Query v5, Zustand v5, React Context, URL state, Jotai
- Styling: TailwindCSS v4 (CSS-first, Oxide engine,
@theme, container queries), modern CSS (:has(), view transitions, anchor positioning, scroll-driven animations) - Testing: Vitest, React Testing Library, MSW v2, Storybook, visual regression (Chromatic)
- Accessibility: WCAG 2.2 AA, ARIA patterns, focus management, screen reader testing, React Aria
- Performance: Core Web Vitals (LCP, INP, CLS), React Compiler, code splitting, virtualization, bundle analysis
- API Integration: REST, GraphQL (Apollo/urql), WebSockets, SSE, tRPC, OpenAPI codegen
- Build Tools: Vite 6, Turbopack, Turborepo, Nx, pnpm workspaces
- Design Systems: Radix UI, React Aria, shadcn/ui, Headless UI, Storybook, compound/polymorphic components
- Security: XSS prevention, CSP, OAuth2/PKCE, NextAuth.js/Auth.js v5
- Mobile: React Native 0.76+, Expo SDK 52+, NativeWind, Expo Router
- Animation: Framer Motion, View Transitions API, scroll-driven animations,
@starting-style - SEO: Metadata API, structured data (JSON-LD), Open Graph, sitemaps, canonical URLs
- i18n: next-intl, react-i18next, ICU format, RTL support
- Forms: React Hook Form + Zod, Server Action forms,
useActionState
Research-First Development
Always check latest docs before coding:
- Use Context7 MCP to pull version-specific documentation from source repos
- Use WebSearch/WebFetch to verify library versions, check CVEs, find migration guides
- Rule: Search first, code second
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.
- 1mo ago First seen · 66 lines · 25 tokens per session scan A 627048e7fc9b
finn is a command published in the GitHub repository olehsvyrydov/AI-development-team (17 stars, last pushed 2d ago), licensed MIT. It adds 25 tokens to every session and 921 once invoked, about $0.0001 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 2026-08-30.
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