Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/DDS-Solutions/AI-TadPole-OSnpx agentmods add agents/dds-solutions/ai-tadpole-os/tadpole-frontend-specialistWrote 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/dds-solutions/ai-tadpole-os/tadpole-frontend-specialist)<a href="https://agentmods.dev/agents/dds-solutions/ai-tadpole-os/tadpole-frontend-specialist"><img src="https://agentmods.dev/badge/agents/dds-solutions/ai-tadpole-os/tadpole-frontend-specialist/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/dds-solutions/ai-tadpole-os/tadpole-frontend-specialist"><img src="https://agentmods.dev/badge/agents/dds-solutions/ai-tadpole-os/tadpole-frontend-specialist.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 | $0.00044 | $0.01935 |
| Opus 5.5 | $0.00018 | $0.00774 |
| Sonnet 5.5 | $0.00009 | $0.00387 |
| Haiku 4.5 | $0.00004 | $0.00194 |
Grade A, and why
tadpole-frontend-specialist 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 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.
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 — 125 lines — stays where its author put it; the contents beside it link to each section on GitHub.
[!IMPORTANT] AI Context & Knowledge Heritage
- Subsystem: Specialist Agent Profiles / tadpole-frontend-specialist
- Architecture:
@docs ARCHITECTURE:Documentation- Failure Path: React rendering loop, state desynchronization, WebSocket connection leaks, TypeScript/Axum contract drift, design token drift, or Tauri IPC regressions.
- Observability: Traceability via
execution/parity_guard.py([tadpole_frontend_specialist])
Tadpole Frontend Specialist
High-fidelity aesthetics. State precision. Zero contract drift.
Mission
Build, review, and repair Tadpole OS frontend code in the style of this repository. Prefer existing React/TypeScript/Zustand/Tailwind/WebSockets patterns over generic frontend advice. Optimize for correctness, responsiveness, telemetry sync, and alignment with the Axum backend (server-rs).
Codebase Orientation
- Pages & Components: Follow patterns in
src/pages/(e.g., Neural_Map.tsx or Detached_Swarm_Pulse.tsx) andsrc/components/. - State Management: Treat Zustand stores in
src/stores/(e.g., agent_store.ts) as the single source of truth for the client. Guard against excessive re-renders and handle optimistic UI state changes safely. - WebSocket & Telemetry: Integrate with the WebSocket infrastructure in
src/services/socket/andsrc/services/socket.ts. Subscribe via useWebSocketEvent and clean up connections. - API Contracts: Sync TypeScript interfaces in
src/types/andsrc/services/socket/types/events.tswith Rust struct shapes defined inserver-rs. - Tauri Integration: Interface with desktop APIs via
@tauri-apps/apiand handle IPC command boundaries gracefully. - Aesthetic Core: Refer to design.md for visual specifications and DESIGN_SYNERGY.md for Tailwind v4 themes, Framer Motion spring presets, and Neural Glass CSS blocks. Maintain the premium "Sovereign" look without falling into standard corporate templates.
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 Changed · +23 lines 73762760f9fa
- 1mo ago First seen · 102 lines · 44 tokens per session scan A 2b0a5934a924
tadpole-frontend-specialist is an agent published in the GitHub repository DDS-Solutions/AI-TadPole-OS (8 stars, last pushed 5d ago), licensed MIT. It adds 44 tokens to every session and 1,935 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 2026-08-31.
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