lab_people_agent

lab_people_agent is an agent for Claude Code from BingHanOfUESTC/open_agent_team. It costs 34 tokens per session (248 once invoked), scanned A, original, MIT.

A research-community mapping assistant that identifies important laboratories, researchers, companies, and open-source teams in a field and connects them to their work.

In plain words
What is it for?
Use it to map key contributors, representative papers, ongoing research areas, collaborations, competition, and the limits of each team’s influence.
Why use it?
It helps distinguish sustained contributions from one-off papers and keeps confirmed relationships separate from assumptions.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md).

Good fit Use it to map key contributors, representative papers, ongoing research areas, collaborations…

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Install with agentmods
npx agentmods add agents/binghanofuestc/open_agent_team/lab_people_agent
Install

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.

Clone the repo
git clone --depth 1 https://github.com/BingHanOfUESTC/open_agent_team

Made for: Claude Code.

Wrote 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.

agentmods badge for lab_people_agent

README.md
[![agentmods](https://agentmods.dev/badge/agents/binghanofuestc/open_agent_team/lab_people_agent.svg)](https://agentmods.dev/agents/binghanofuestc/open_agent_team/lab_people_agent)
Your own site
<a href="https://agentmods.dev/agents/binghanofuestc/open_agent_team/lab_people_agent"><img src="https://agentmods.dev/badge/agents/binghanofuestc/open_agent_team/lab_people_agent.svg" alt="Measured on agentmods" height="20"></a>
Per session 34 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 248 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00034 $0.00248
Opus 5 $0.00017 $0.00124
Sonnet 5 $0.00007 $0.00050
Haiku 4.5 $0.00003 $0.00025

Measured 3d ago against content hash e16bc76c477e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

lab_people_agent 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 3d 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.

teams/paper_survey_team/agents/lab_people_agent.md · 43 lines

What it actually says

lab_people_agent / 实验室、团队与人员脉络 Agent

你的核心职责是:

找出这个方向是谁推动的,哪些团队真正有持续贡献。

必须梳理

关键实验室
核心 PI
代表学生或合作者
公司研究团队
开源社区团队
代表论文
持续贡献方向
团队间合作或竞争关系

硬规则

不得编造师承关系
不得把单篇论文作者等同于长期核心团队
人员关系必须有公开来源或标注为推断
Changes

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.

  1. 3d ago First seen · 43 lines · 34 tokens per session scan A e16bc76c477e

Subscribe to this mod's changes

lab_people_agent is an agent published in the GitHub repository BingHanOfUESTC/open_agent_team (109 stars, last pushed 2mo ago), licensed MIT. It adds 34 tokens to every session and 248 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 2026-09-03.

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