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docs: add team sync TODOs — streaming parser, effectiveness scoring, weekly digest

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Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Garry Tan
2026-03-16 00:15:40 -05:00
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@@ -277,6 +277,44 @@
**Priority:** P3
**Depends on:** Browse sessions
## Team Sync
### Streaming parser for large session files
**What:** Replace readFileSync with readline/createReadStream for session files >10MB.
**Why:** Currently skip files >10MB. Long sessions (1000+ turns, 35MB) lose enrichment data (tools_used, full turn count).
**Context:** Current 10MB cap is defensive. Session files at `~/.claude/projects/{hash}/{sid}.jsonl` can be 35MB for marathon sessions. Streaming parser removes the cap while keeping memory usage constant.
**Effort:** S
**Priority:** P3
**Depends on:** Transcript sync (Phase 3)
### Session effectiveness scoring
**What:** Compute a 1-5 effectiveness score per session based on turns to achieve goal, tool diversity, whether code was shipped, and session duration.
**Why:** Enables `show sessions --best` and team-level AI effectiveness metrics. Raw data (tools_used, turns, duration, summary) already in Supabase after transcript sync.
**Context:** Year 2 roadmap item. Scoring heuristics need iteration. Could start with: fewer turns = more efficient, more tool diversity = better problem decomposition, shipped code (detected via git) = successful outcome.
**Effort:** M
**Priority:** P2
**Depends on:** Transcript sync (Phase 3)
### Weekly AI usage digest
**What:** Supabase edge function that runs weekly, aggregates session_transcripts + eval_runs, sends team summary to Slack/email.
**Why:** Passive team visibility without running commands. "Your team ran 47 sessions this week. Top tools: Edit(156), Bash(89). Sarah shipped 3 PRs via /ship."
**Context:** Design doc Phase 4 item. Requires Supabase edge functions + Slack/email integration. Transcript data from Phase 3 is the primary input alongside eval_runs.
**Effort:** L
**Priority:** P2
**Depends on:** Transcript sync (Phase 3), Supabase edge functions
## Infrastructure
### /setup-gstack-upload skill (S3 bucket)