generate_handoff_brief
Generates a compact context brief from your stored intelligence, enabling AI to resume work instantly without re-explaining previous session context.
Instructions
Generate a surgical context brief for a new AI session. Instead of re-explaining your context, the AI already knows where you left off.
Uses a 5-layer compaction hierarchy to maximize signal in ~2,000 tokens:
Intent — What you were trying to accomplish (never cut)
Decisions — What was decided and completed
Open Loops — Blockers, unresolved items, active todos
Context — Technologies, entities, project details
Content — Brief excerpts (trimmed to fit budget)
Call this at the start of a new session or when switching projects to give the AI instant context. No new data is generated — composes from your existing V2 intelligence extraction data.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| project_name | No | Optional: filter brief to a specific project. If omitted, uses all recent activity. | |
| token_budget | No | Optional: approximate token budget for the brief (default ~2000 tokens). Range: 500-5000. |