What is lab_people_agent?

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

Use it to map key contributors, representative papers, ongoing research areas, collaborations, competition, and the limits of each team’s influence.

It helps distinguish sustained contributions from one-off papers and keeps confirmed relationships separate from assumptions.

lab_people_agent — Agent for Claude Code by BingHanOfUESTC

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.

README.md

[![agentmods](https://agentmods.dev/badge/agents/binghanofuestc/open_agent_team/lab_people_agent/github.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/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.

Your own site · 80×15

<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="Reviewed on agentmods" width="80" 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.

Model	Per session	Once invoked
Fable 5.1	$0.00034	$0.00248
Opus 5.5	$0.00014	$0.00099
Sonnet 5.5	$0.00007	$0.00050
Haiku 4.5	$0.00003	$0.00025

Measured 2mo ago against content hash e16bc76c477e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, 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 2mo 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.

2mo 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 (106 stars, last pushed 4mo ago), licensed MIT. It adds 34 tokens to every session and 248 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 2026-09-03.

Multi-Agent Research Scientific agent agent-teams opencode-plugin

lab_people_agent next to 6 agents from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
lab_people_agentBingHanOfUESTC/open_agent_team	Agent	106	4mo ago	MIT	A	34	Claude Code
test-analyzerrube-de/cc-skills	Agent	10	18d ago	MIT	A	43	Claude Code
methodology-reviewerEvoClaw/amplify	Agent	11	8mo ago	MIT	A	43	Claude Code
playwright-test-generatormicrosoft/playwright	Agent	99k	today	Apache-2.0	A	151	Claude Code
.NET-Notebook-Migration-Agentmicrosoft/ai-agents-for-beginners	Agent	79k	today	MIT	A	33	Claude Code
AVM Owner Triagegithub/awesome-copilot	Agent	41k	today	MIT	A	61	Claude Code
Ultimate Transparent Thinking Beast Modegithub/awesome-copilot	Agent	41k	today	MIT	A	11	Claude Code