Improve specialist agent dispatch: auto-dispatch, Teams integration, and visibility #806
Description
Overview
Specialist agents recommended by parse_mode are rarely actually dispatched. Improve dispatch rate by adding auto-dispatch capability, Claude Code Teams integration for better visibility, and real-time status reporting.
Background
Current flow: parse_mode → recommends specialists → Claude ignores them → 0% dispatch rate.
Target flow: parse_mode → auto-dispatches specialists as Teams → user sees real-time findings.
Sub-issues
| # | Title | Deployable | Depends on |
|---|---|---|---|
| A | Add teams execution strategy to dispatch_agents |
Yes | — |
| B | Add auto-dispatch strength to parse_mode |
Yes | A recommended |
| C | Add auto-dispatch enforcement rule to CLAUDE.md | Yes | B recommended |
| D | Add specialist execution visibility via Teams messaging | Yes | A recommended |
Key Design Decisions
- Teams > Agent tool for specialist dispatch — Teams provide SendMessage (real-time findings), idle notifications (auto completion detection), named teammates (clear identification)
- Auto-dispatch by default in EVAL mode — EVAL benefits most from parallel specialist reviews
- Recommend in PLAN/ACT modes — Less overhead, specialists optional