AgentSkillsCN

experiment-summarizer

总结近期实验结果,为会议做准备。

SKILL.md
--- frontmatter
name: experiment-summarizer
description: Summarize recent experiment results for meeting prep

Analyze the active experiment (e.g. the latest or specified one in experiments/) and recent numbered experiments.

What to Extract

For each experiment (especially the one the user is working on), extract:

  1. Purpose: Parse README.md for the experiment goal and hypothesis
  2. Parameters: List key parameters that were varied (from config.yaml or code)
  3. Results: Find result files, parse for key metrics
  4. Figures: Identify generated figures and their meaning
  5. Insights: Look for comments or notes about interesting findings
  6. Status: Determine if complete, in-progress, or blocked

Analysis Steps

bash
# Find active / latest experiment (e.g. highest NNN in experiments/)
cd experiments/<NNN-name>
cat README.md  # Get objectives

# Check for results
ls -lt results/figures/  # Recent figures
ls -lt results/data/     # Recent data files

# Check recent experiments (last 2 weeks)
find experiments/ -name "README.md" -mtime -14

Output Format

markdown
## Experiment Summaries

### Active: [Experiment Name]
- **Number**: [NNN]
- **Started**: [Date from git]
- **Status**: 🔄 In Progress | ✅ Complete | ⚠️ Blocked
- **Objective**: [From README.md]
- **Key Parameters**: 
  - param1: value
  - param2: value
- **Results So Far**:
  - [Key finding 1]
  - [Key finding 2]
- **Figures Generated**:
  - `results/figures/plot1.png` - [description]
- **Next Steps**: [What remains to be done]
- **Blockers**: [Any issues preventing progress]

### Recent Completed: [Experiment Name]
- **Number**: [NNN]
- **Completed**: [Date]
- **Objective**: [Brief]
- **Key Results**:
  - [Main finding]
- **Link**: experiments/[NNN-name]/

Integration with Meeting Prep

This output is designed to be incorporated into the "Progress Since Last Meeting" section of meeting prep documents. Focus on experiments with activity in the last 2 weeks.

Quality Checks

  • All experiments from last 2 weeks included
  • Current experiment status is accurate
  • Results are interpreted, not just listed
  • Figures are described meaningfully
  • Blockers are clearly identified