By name: summarize-findings description: Create a summary of research findings from the current session. Reviews session logs, compiles findings, optionally saves to memory. Use at the end of a research session to capture learnings.
Summarize Findings
Creates a structured summary from research session activity.
Inputs
| Input | Type | Default | Purpose |
|---|---|---|---|
topic |
string | required | Topic of research (e.g., "caching strategies") |
conclusion |
string | - | Your conclusion or recommendation |
save_to_memory |
bool | true | Save summary to memory for future reference |
Workflow
1. Get Session Logs
- Read
memory/sessions/{today}.yaml— last 20 entries - Or use
memory_read/ session log APIs if available
2. Filter Research Entries
- Include entries where action contains: research, search, compare, explain, plan
- Or topic appears in action/details
3. Build Summary
Output markdown with:
- Research Summary: {topic}
- Date
- Research Activity: timestamped actions from filtered entries
- Conclusion: if provided
- Key Findings: numbered placeholder list
- Next Steps: checklist placeholder
- References: links placeholder
4. Save to Memory (if save_to_memory)
- Append to
memory/learned/research_summaries.yaml - Entry: topic, date, conclusion, activity_count
- Keep last 50 summaries
5. Log
memory_session_log("Created research summary: {topic}", "Conclusion: {conclusion[:100]}")
Key MCP Tools
memory_read— session logsmemory_session_log— session logging- File write to
memory/learned/research_summaries.yamlfor persistence
Chaining
- After:
research_topic,compare_options - Before:
plan_implementation,create_jira_issue