Meta.summarize

Meta Summarize

Overview

Generate concise summaries from ag-ledger entries.

Workflow

1. Parse optional arguments: meta.summarize [scope] [lookup] [groupby].

• scope:
  • convo (default): summarize current conversation/session.
  • workspace: summarize all sessions whose first event starts in the current workspace.
  • all: summarize all sessions across all workspaces for the lookup window.
• lookup:
  • current_day (default): today from local 00:00 to now.
  • day: last 24 hours.
  • week: last 7 days.
  • month: last 30 days.
• groupby:
  • none (default): no grouping; keep chronological output.
  • session: group output by session id.
  • workspace: group output by workspace path.

2. Resolve query targets.

• For convo, use $CODEX_THREAD_ID as session id (or ask for a session id if unavailable).
• For workspace, use the current working directory as workspace root.
• For all, no scope filter is applied; include all workspaces.

3. Load events from ag-ledger using lookup time bounds.

• Run ag-ledger filter --from ... --to ... and apply --session when scope is convo.
• For workspace, include sessions that have a session start: entry in the lookup window and whose start workspace matches the workspace root.
• For all, include every event returned in the lookup window.
• If ag-ledger is not on PATH, run /Users/kevinlin/code/skills/active/ag-ledger/scripts/ag-ledger.

4. Produce output using this exact template:

### [short title of conversation]
- started: [time]
- session: [session id]

summary:
[summary in 1-3 sentences]

timeline:
- ... [pull from ledger]

Field Rules

• Set started to the first included event timestamp.
• For convo, set session to the conversation session id.
• For workspace and all, set session to a concise multi-session label (single id or session count with sample ids).
• Derive short title from the dominant task (for convo) or workspace activity (for workspace).
• For workspace, group summary by workspace path (one grouped line per workspace).
• For workspace, group timeline by workspace path, then list chronological events within each workspace group.
• For all, apply groupby to both summary and timeline:
  • none: chronological timeline across all events.
  • session: grouped by session id.
  • workspace: grouped by workspace path.
• For convo, write summary in 1-3 sentences based only on ledger events.
• For convo, write timeline as chronological bullet points from the ledger.
• If no entries exist in the selected scope/lookup window, state that explicitly.

Helper Script

Run python3 scripts/summarize_from_ledger.py [scope] [lookup] [groupby] to render the template.

Optional flags:

• --session <session-id>: override session id for convo.
• --workspace <path>: override workspace root for workspace.