aget-document-finding

Document research findings with evidence, methodology, and implications. Creates structured finding documents for knowledge capture.

Instructions

When this skill is invoked:

1. Formulate Finding

   • Clear, specific statement
   • Falsifiable where possible
   • Scoped appropriately

2. Document Evidence

   • Primary sources
   • Data/observations
   • Chain of reasoning

3. Describe Methodology

   • How finding was reached
   • Tools/techniques used
   • Reproducibility notes

4. Articulate Implications

   • What this means
   • Recommended actions
   • Future research directions

5. 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