| name | paper-reflect |
| description | Generate a lightweight structured reflection JSON for a single paper record. |
| metadata | {"openclaw":{"emoji":"🧠","requires":{"bins":["python3"]}}} |
paper-reflect
Use this skill when the user wants structured extraction from a paper record.
Workflow
- Run
python3 /root/openclaw-dev/workspace/scripts/reflect_paper.py <paper_json_path>
- Read the saved reflection JSON under
/root/openclaw-dev/workspace/data/reflections/
- Treat this as a stable MVP skeleton, not a final Deep Reflection implementation
Outputs
- entities
- claims
- gaps
- placeholder arrays for methods, problems, datasets, metrics, baselines