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 skills/opensquad-ai/opensquad/opensquad_intronpx skills add opensquad-ai/opensquad --skill opensquad_introgit clone --depth 1 https://github.com/opensquad-ai/opensquadWrote 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/skills/opensquad-ai/opensquad/opensquad_intro)<a href="https://agentmods.dev/skills/opensquad-ai/opensquad/opensquad_intro"><img src="https://agentmods.dev/badge/skills/opensquad-ai/opensquad/opensquad_intro.svg" alt="Measured on agentmods" 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 | $0.00037 | $0.01147 |
| Opus 5 | $0.00018 | $0.00574 |
| Sonnet 5 | $0.00007 | $0.00229 |
| Haiku 4.5 | $0.00004 | $0.00115 |
Grade A, and why
opensquad_intro 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 4d 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 — 98 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OpenSquad System Overview
OpenSquad is a multi-agent framework. Each agent runs as an independent process with its own LLM connection, tool set, and session state. Agents communicate via natural language through ChatPro group chats, define structured collaboration workflows through Blueprints, and extend their capabilities through Plugin/Skill mechanisms.
Telegram / Feishu / External API
|
Gateway (9555)
/ | \
WebSocket HTTP Proxy
(realtime) (REST) (-> Launcher)
| | |
Frontend Backend Launcher (9600)
(9530) (FastAPI) |
Agent Process
/ | \
PM Coder QA
(8003) (8002) (8006)
\ | /
ChatPro Group Chat
Feature Modules and Documentation Paths
| Feature Module | Key Content | Documentation Path |
|---|---|---|
| System Architecture & Core Modules | Agent Runtime, Session/Memory, Prompt placeholder architecture, built-in tool list, plugin loading mechanism, bootstrap flow | doc_en/ARCHITECTURE.md |
| Multi-Agent Collaboration | Blueprint workflows, Task Board, shared workspace workspace/collab/, PM monitoring protocol |
doc_en/COLLABORATION.md |
| Agent Management | Directory structure, config fields, profile/memory layout, lifecycle, plugin/agent creation flow, collab cards | doc_en/agent_management.md |
| MCP Dynamic Integration | Add/remove/restart MCP servers at runtime without restarting the agent | doc_cn/MCP_DYNAMIC_SETUP.md (Chinese only) |
| External Resource Download Conventions | Landing path conventions when downloading Skills/MCPs/files from the internet; writing to root or framework directories is prohibited | doc_cn/DOWNLOAD_CONVENTIONS.md (Chinese only) |
| Group Chat Integration | Group chat architecture, configuration, and messaging flow | doc_en/group_chat_agent.md |
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.
- 4d ago First seen · 98 lines · 37 tokens per session scan A a67e602e0a70
opensquad_intro is a skill published in the GitHub repository opensquad-ai/opensquad (5 stars, last pushed 21d ago), licensed MIT. It adds 37 tokens to every session and 1,147 once invoked, about $0.0002 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 2026-08-31.
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