majiayu000 aget-document-finding
Document research findings with evidence, methodology, and implications. Creates structured finding documents for knowledge capture.
Instructions
When this skill is invoked:
Formulate Finding
- Clear, specific statement
- Falsifiable where possible
- Scoped appropriately
Document Evidence
- Primary sources
- Data/observations
- Chain of reasoning
Describe Methodology
- How finding was reached
- Tools/techniques used
- Reproducibility notes
Articulate Implications
- What this means
- Recommended actions
- Future research directions
Note Limitations
- Scope boundaries
- Confidence level
- Known gaps
Output Format
# Research Finding: [Title]
**Date**: [YYYY-MM-DD]
**Researcher**: [Agent Name]
**Status**: [Draft/Reviewed/Accepted]
**Confidence**: [High/Medium/Low]
---
## Finding Statement
[Clear, specific, falsifiable statement of what was discovered]
---
## Evidence
### Primary Sources
1. [Source 1]: [What it shows]
2. [Source 2]: [What it shows]
### Data/Observations
- [Observation 1]
- [Observation 2]
### Reasoning Chain
1. [Premise 1]
2. [Premise 2]
3. Therefore: [Conclusion]
---
## Methodology
**Approach**: [Description of method]
**Tools Used**:
- [Tool 1]
- [Tool 2]
**Reproducibility**: [How to reproduce this finding]
---
## Implications
### Immediate
- [Implication 1]
### Strategic
- [Longer-term implication]
### Recommended Actions
1. [Action 1]
2. [Action 2]
---
## Limitations
1. [Limitation 1]: [How it affects conclusions]
2. [Limitation 2]: [How it affects conclusions]
---
## Future Research
- [Question raised by this finding]
---
## References
1. [Citation 1]
Constraints
- C1: NEVER document findings without evidence — findings must be supported
- C2: NEVER overstate confidence level — epistemic humility required
- C3: NEVER omit contradictory evidence — complete picture enables sound judgment
Related
- SKILL-030: aget-document-finding specification
- ONTOLOGY_researcher.yaml: Finding, Evidence, Hypothesis concepts
- CAP-RES-002: Finding Documentation capability