team-perf-opt

name	team-perf-opt
description	Unified team skill for performance optimization. Coordinator orchestrates pipeline, workers are team-worker agents. Supports single/fan-out/independent parallel modes. Triggers on "team perf-opt".
allowed-tools	["AskUserQuestion","Bash","Edit","Glob","Grep","Read","SendMessage","Write","mcp__maestro__team_msg","teammate","todo"]
session-mode	run

<required_reading> @~/.maestro/workflows/run-mode-lite.md </required_reading>

Team Performance Optimization

Profile application performance, identify bottlenecks, design optimization strategies, implement changes, benchmark improvements, and review code quality.

Architecture

Skill(skill="team-perf-opt", args="<task-description>")
                    |
         SKILL.md (this file) = Router
                    |
     +--------------+--------------+
     |                             |
  no --role flag              --role <name>
     |                             |
  Coordinator                  Worker
  roles/coordinator/role.md    roles/<name>/role.md
     |
     +-- analyze -> dispatch -> spawn workers -> STOP
                                    |
                    +-------+-------+-------+-------+-------+
                    v       v       v       v       v
                 [profiler] [strategist] [optimizer] [benchmarker] [reviewer]
                 (team-worker agents)

Pipeline (Single mode):
  PROFILE-001 -> STRATEGY-001 -> IMPL-001 -> BENCH-001 + REVIEW-001 (fix cycle)

Pipeline (Fan-out mode):
  PROFILE-001 -> STRATEGY-001 -> [IMPL-B01..N](parallel) -> BENCH+REVIEW per branch

Pipeline (Independent mode):
  [Pipeline A: PROFILE-A->STRATEGY-A->IMPL-A->BENCH-A+REVIEW-A]
  [Pipeline B: PROFILE-B->STRATEGY-B->IMPL-B->BENCH-B+REVIEW-B] (parallel)

Role Registry

Role	Path	Prefix	Inner Loop
coordinator	roles/coordinator/role.md	—	—
profiler	roles/profiler/role.md	PROFILE-*	false
strategist	roles/strategist/role.md	STRATEGY-*	false
optimizer	roles/optimizer/role.md	IMPL-, FIX-	true
benchmarker	roles/benchmarker/role.md	BENCH-*	false
reviewer	roles/reviewer/role.md	REVIEW-, QUALITY-	false

Pre-load (coordinator, before dispatch)

1. Codebase docs: If .workflow/codebase/ARCHITECTURE.md exists, read for module boundaries
2. Specs (coding): maestro load --type spec --category coding — load coding constraints as shared context
3. Wiki knowledge: maestro search "performance optimization profiling" --json — top 5 entries as prior context
4. All optional — proceed without if unavailable

Role Router

Parse $ARGUMENTS:

• Has --role <name> → Read roles/<name>/role.md, execute Phase 2-4
• No --role → @roles/coordinator/role.md, execute entry router

Shared Constants

• Session prefix: PERF-OPT
• Session path: {run_dir}/work/team/
• Team name: perf-opt
• CLI tools: maestro delegate --mode analysis (read-only), maestro delegate --mode write (modifications)
• Message bus: mcp__maestro__team_msg(session_id=<run-id>, ...)

Worker Spawn Template

Coordinator spawns workers using this template:

teammate({ agent: "team-worker", name: "<role>", description: "Spawn <role> worker", context: "fresh" })

Inner Loop roles (optimizer): Set inner_loop dynamically — true for single mode, false for fan-out/independent (parallel branches). Single-task roles (profiler, strategist, benchmarker, reviewer): Set inner_loop: false.

User Commands

Command	Action
check / status	Output execution status graph (branch-grouped), no advancement
resume / continue	Check worker states, advance next step
revise <TASK-ID> [feedback]	Create revision task + cascade downstream (scoped to branch)
feedback <text>	Analyze feedback impact, create targeted revision chain
recheck	Re-run quality check
improve [dimension]	Auto-improve weakest dimension

Session Directory

{run_dir}/work/team/
+-- session.json                    # Session metadata + status + parallel_mode
+-- {run_dir}/outputs/              # Run deliverables (via maestro run)
|   +-- baseline-metrics.json       # Profiler: before-optimization metrics
|   +-- bottleneck-report.md        # Profiler: ranked bottleneck findings
|   +-- optimization-plan.md        # Strategist: prioritized optimization plan
|   +-- benchmark-results.json      # Benchmarker: after-optimization metrics
|   +-- review-report.md            # Reviewer: code review findings
|   +-- branches/B01/...            # Fan-out branch artifacts
|   +-- pipelines/A/...             # Independent pipeline artifacts
+-- explorations/                   # Shared explore cache
+-- wisdom/patterns.md              # Discovered patterns and conventions
+-- {run_dir}/evidence/discussions/                    # Discussion records
+-- .msg/messages.jsonl             # Team message bus
+-- .msg/meta.json                  # Session metadata

Completion Action

When the pipeline completes:

AskUserQuestion({
  questions: [{
    question: "Team pipeline complete. What would you like to do?",
    header: "Completion",
    multiSelect: false,
    options: [
      { label: "Archive & Clean (Recommended)", description: "Archive session, clean up tasks and team resources" },
      { label: "Keep Active", description: "Keep session active for follow-up work or inspection" },
      { label: "Export Results", description: "Export deliverables to a specified location, then clean" }
    ]
  }]
})

Specs Reference

• specs/pipelines.md — Pipeline definitions and task registry
• specs/team-config.json — Team configuration

Error Handling

Scenario	Resolution
Unknown --role value	Error with role registry list
Role file not found	Error with expected path (roles/{name}/role.md)
Profiling tool not available	Fallback to static analysis methods
Benchmark regression detected	Auto-create FIX task with regression details
Review-fix cycle exceeds 3 iterations	Escalate to user
One branch IMPL fails	Mark that branch failed, other branches continue
Fast-advance conflict	Coordinator reconciles on next callback
Completion action fails	Default to Keep Active