hogwarts-magical-claw-for-research-laboratoryAI科研团队智能协作助手。用于:(1) 管理团队知识库和项目进度追踪 (2) 协助会议纪要整理、文献综述、实验记录 (3) 代码辅助和数据分析 (4) 按团队协议执行日/周工作循环。当团队成员在Issue、PR或即时通讯中@AI,或需要知识管理、项目进度监控、文档协作时触发。
Install via ClawdBot CLI:
clawdbot install biociao/hogwarts-magical-claw-for-research-laboratoryGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://gitea.biochao.cc/BioChaoGroup/ClawNotesAudited Apr 17, 2026 · audit v1.0
Generated Sep 29, 2026
When a research group needs to organize a group meeting, the AI agent guides the process from topic confirmation to agenda setting, moderates discussions, tracks time, summarizes decisions, and assigns tasks with deadlines. It ensures structured communication and keeps all members aligned.
The agent monitors project milestones, checks member progress every 30 minutes, sends reminders for overdue tasks, and updates the project board. It provides daily progress reports and weekly summaries, helping lab teams stay on schedule.
Acting as a knowledge manager, the agent maintains a centralized knowledge base by extracting key information from meetings, experiments, and literature. It ensures that all team members have access to up-to-date documentation and protocols.
The agent assists researchers in compiling literature reviews, organizing references, and drafting manuscripts. It can extract summaries, generate outlines, and help with formatting to streamline the writing process.
The agent provides code assistance for data analysis, experimental scripting, and visualization. It helps researchers write Python scripts, debug analysis pipelines, and document results, accelerating the research cycle.
Universities and research institutions pay a monthly subscription per lab or per researcher to access the AI collaboration assistant. The tool integrates with existing communication platforms (like Matrix) and project management boards.
Large corporate R&D departments license the software for internal use, receiving custom integrations, dedicated support, and advanced security features. The license is priced per seat or per department.
Basic meeting facilitation and progress tracking are offered for free to individual researchers or small teams. Advanced features such as automated literature review, unlimited knowledge base storage, and priority support require a paid upgrade.
💬 Integration Tip
Ensure seamless integration with existing communication platforms (e.g., Matrix) and project management tools (e.g., Gitea Projects) to minimize disruption. Configure the agent's heartbeat and notification settings to align with team workflows and time zones.
Scored Sep 29, 2026
AI-optimized web search via Tavily API. Returns concise, relevant results for AI agents.
When user asks to summarize text, articles, documents, meetings, emails, YouTube transcripts, books, PDFs, reports, conversations, or any long content. Also...
Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.
Automatically fetch YouTube video transcripts, generate structured summaries, and send full transcripts to messaging platforms. Detects YouTube URLs and provides metadata, key insights, and downloadable transcripts.
Search the web with AI-powered answers via Perplexity API. Returns grounded responses with citations. Supports batch queries.
Fetches top stories from TechMeme, summarizes linked articles, and highlights social media reactions. Use when user wants tech news or says /technews.