Curation
Output templates for summarizing and exporting sessions.
What Is Curation
Curation files define how the agent summarizes and exports session output. They are templates that shape the final product of a conversation -- structured summaries, formatted reports, or export-ready data.
Curation Files
Curation files live in the curation/ directory as markdown files:
---
name: session-summary
description: Structured summary of the session
output: markdown
---
Generate a structured summary of this session including:
1. Topics discussed
2. Key findings and decisions
3. New entities created in the knowledge graph
4. Open questions and next steps
5. Sources consulted
How Curation Works
- The agent completes its work in a session
- The user triggers a curation command (e.g.,
/curation) - The curation template is loaded and injected as a task
- The agent generates output following the template's instructions
- The output is displayed in the terminal and can be copied or saved
Output Formats
The output frontmatter field hints at the expected format:
| Format | Use Case |
|---|---|
markdown | Human-readable summaries, reports |
json | Structured data for pipelines, APIs |
csv | Tabular data for spreadsheets |
text | Plain text notes, logs |
Example Curation Templates
Research Session Summary
---
name: research-summary
description: Academic research session summary
output: markdown
---
Summarize this research session:
- **Research question**: What was being investigated
- **Methodology**: How the research was conducted (search terms, sources)
- **Findings**: Key results organized by theme
- **Evidence**: Strength of evidence for each finding (strong/moderate/weak)
- **Knowledge graph updates**: New entities and relations created
- **Gaps**: What remains unknown
- **Next steps**: Suggested follow-up investigations
Compliance Audit Export
---
name: compliance-export
description: Export compliance audit results as structured data
output: json
---
Export the compliance audit results as a JSON object:
{
"audit_date": today's date,
"scope": what was audited,
"controls_evaluated": list of controls checked,
"findings": [
{ "control": "...", "status": "pass|fail|partial", "evidence": "..." }
],
"risk_level": "high|medium|low",
"recommendations": list of actions
}
Starter Pack Curation
The starter pack includes a default curation template that generates a session summary covering topics discussed, key findings, knowledge graph updates, and next steps.