summarize-period

name	Summarize Period
description	Roll up daily/weekly data into period summaries.

Input

For weekly: all daily profiles + previous weekly. For monthly: all weekly summaries + previous monthly.

Output (JSON)

{
  "themes": [{ "label": "auth migration", "effort_share": 0.6, "progress": "Completed token refresh." }],
  "accomplishments": ["Merged PR #1234"],
  "stuck": [{ "description": "ARM CI pipeline flaky", "days_or_weeks": 4 }],
  "focus_next": ["Finish auth rollout"]
}

Instructions

1. Merge focus_areas across input profiles — weight by confidence and frequency.
2. Compute effort_share per theme (sum to ~1.0).
3. Extract accomplishments: merged PRs, resolved threads, milestones. Deduplicate.
4. Extract stuck items: unfinished on 2+ days (weekly) or 2+ weeks (monthly).
5. Suggest focus_next from momentum + carryover + stuck.
6. If previous summary provided, absorb unresolved items into absorbed_from_previous.
7. Weekly only — aggregate brief quality: Scan the feedback field across all input daily profiles. For each profile with a feedback entry, tally rated (count), positive (count where sentiment == "positive"), negative (count where sentiment == "negative"), and collect all distinct negative detail strings into themes. Emit as brief_quality: { rated, positive, negative, themes }. If no daily profiles had a feedback field, omit brief_quality.
8. Monthly only — roll up brief quality: Sum rated, positive, and negative across all input weekly brief_quality fields. Merge themes arrays and deduplicate. Emit as brief_quality. If no weekly summaries had brief_quality, omit the field.