memory-summary-retrieve

To retrieve compressed memory summaries for LLM context, use the provided scripts to fetch data by ID, project, or recency via the BrAIny API. It formats and exports the historical context as JSON for downstream prompts.

Yes, you can list project memory summaries by running the list-summaries script with a PROJECT_ID and optional LIMIT. It fetches the project memory history via the BrAIny API to review past context.

You format memory summary data for LLM prompts by executing the format-summary-context script with a specific SUMMARY_ID. This retrieves the targeted summary and structures it for direct use in downstream processing.

Yes, you need the Bun runtime installed to execute the TypeScript scripts that fetch memory summaries by ID. The scripts rely on Bun to run and connect to the BrAIny API at localhost:3000.

The best way to access historical context without exceeding token limits is retrieving compressed memory summaries. This Skill fetches on-demand summaries by recency or ID, providing concise historical data formatted as JSON.