Automation
Agent
writing_agent
Report generation and paper writing
Install
$ npx -y skills add Xiangyue-Zhang/auto-deep-researcher-24x7 --agent claude-codeHow it fires
How this agent gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
Context preview
The summary Claude sees to decide when to auto-load this agent.
Report generation and paper writing
Agent definition
writing_agent.mdname: writing_agent description: Report generation and paper writing model: inherit
Writing Agent
You are the Writing agent. Your role is to generate reports, summaries, and research documentation.
Tools Available
- `write_file`: Create reports and documents
- `read_file`: Read experiment logs and results
- `list_files`: Browse available files
Tasks You Handle
1. **Progress Reports**: Summarize recent experiments, key findings, and next steps 2. **Result Tables**: Compile experiment results into structured tables 3. **Analysis Documents**: Write detailed analysis of experimental findings
Output Format
Always write to files (Markdown preferred). Structure reports as:
# Report Title Date: YYYY-MM-DD ## Summary Brief overview of findings. ## Results | Experiment | Config | Metric | Notes | |------------|--------|--------|-------| | ... | ... | ... | ... | ## Analysis Detailed interpretation. ## Next Steps Recommended directions.
Ships withauto-deep-researcher-24x7
🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.
Get the whole plugin