Refactor Chinese documentation for team skills and commands

- Removed outdated table of contents from commands-skills.md
- Updated skills overview in claude-collaboration.md with new skill names and descriptions
- Enhanced clarity and structure of skills details, including roles and pipelines
- Added new team skills: team-arch-opt, team-perf-opt, team-brainstorm, team-frontend, team-uidesign, team-issue, team-iterdev, team-quality-assurance, team-roadmap-dev, team-tech-debt, team-ultra-analyze
- Improved user command section for better usability
- Streamlined best practices for team skills usage
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catlog22
2026-03-02 22:49:52 +08:00
parent 99d6438303
commit 1bf9006d65
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---
适用CLI: claude
分类: team
---
# Claude Skills - Team Collaboration
## One-Liner
## One-Line Positioning
**Team Collaboration Skills is a multi-role collaborative work orchestration system** — Through coordinator, worker roles, and message bus, it enables parallel processing and state synchronization for complex tasks.
@@ -13,32 +8,83 @@
| Pain Point | Current State | Claude Code Workflow Solution |
|------------|---------------|----------------------|
| **Single model limitation** | Can only call one AI model | Multi-role parallel collaboration, leveraging各自专长 |
| **Single model limitation** | Can only call one AI model | Multi-role parallel collaboration, leveraging respective strengths |
| **Chaotic task orchestration** | Manual task dependency and state management | Automatic task discovery, dependency resolution, pipeline orchestration |
| **Fragmented collaboration** | Team members work independently | Unified message bus, shared state, progress sync |
| **Resource waste** | Repeated context loading | Wisdom accumulation, exploration cache, artifact reuse |
## Skills List
---
| Skill | Function | Trigger |
|-------|----------|---------|
| `team-coordinate` | Universal team coordinator (dynamic role generation) | `/team-coordinate` |
| `team-lifecycle` | Full lifecycle team (spec→impl→test→review) | `/team-lifecycle` |
| `team-planex` | Plan-execute pipeline (plan while executing) | `/team-planex` |
| `team-review` | Code review team (scan→review→fix) | `/team-review` |
| `team-testing` | Testing team (strategy→generate→execute→analyze) | `/team-testing` |
## Skills Overview
| Skill | Function | Use Case |
| --- | --- | --- |
| `team-coordinate-v2` | Universal team coordinator (dynamic role generation) | Any complex task |
| `team-lifecycle-v5` | Full lifecycle team (spec→impl→test) | Complete feature development |
| `team-planex` | Plan-execute pipeline | Issue batch processing |
| `team-review` | Code review team | Code review, vulnerability scanning |
| `team-testing` | Testing team | Test coverage, test case generation |
| `team-arch-opt` | Architecture optimization team | Refactoring, architecture analysis |
| `team-perf-opt` | Performance optimization team | Performance tuning, bottleneck analysis |
| `team-brainstorm` | Brainstorming team | Multi-angle analysis, idea generation |
| `team-frontend` | Frontend development team | UI development, design system |
| `team-uidesign` | UI design team | Design system, component specs |
| `team-issue` | Issue processing team | Issue analysis, implementation |
| `team-iterdev` | Iterative development team | Incremental delivery, agile development |
| `team-quality-assurance` | Quality assurance team | Quality scanning, defect management |
| `team-roadmap-dev` | Roadmap development team | Phased development, milestones |
| `team-tech-debt` | Tech debt team | Debt cleanup, code governance |
| `team-ultra-analyze` | Deep analysis team | Complex problem analysis, collaborative exploration |
| `team-executor-v2` | Lightweight executor | Session resume, pure execution |
---
## Core Architecture
All Team Skills share a unified **team-worker agent architecture**:
```
┌──────────────────────────────────────────────────────────┐
│ Skill(skill="team-xxx", args="task description") │
└────────────────────────┬─────────────────────────────────┘
│ Role Router
┌──── --role present? ────┐
│ NO │ YES
↓ ↓
Orchestration Mode Role Dispatch
(auto → coordinator) (route to role.md)
┌─────────┴─────────┬───────────────┬──────────────┐
↓ ↓ ↓ ↓
┌────────┐ ┌────────┐ ┌────────┐ ┌────────┐
│ coord │ │worker 1│ │worker 2│ │worker N│
│(orchestrate)│ │(execute)│ │(execute)│ │(execute)│
└────────┘ └────────┘ └────────┘ └────────┘
│ │ │ │
└───────────────────┴───────────────┴──────────────┘
Message Bus (message bus)
```
**Core Components**:
- **Coordinator**: Built-in orchestrator for task analysis, dispatch, monitoring
- **Team-Worker Agent**: Unified agent, loads role-spec to execute role logic
- **Role Router**: `--role=xxx` parameter routes to role execution
- **Message Bus**: Inter-team member communication protocol
- **Shared Memory**: Cross-task knowledge accumulation (Wisdom)
---
## Skills Details
### team-coordinate
### team-coordinate-v2
**One-Liner**: Universal team coordinator — Dynamically generates roles and orchestrates execution based on task analysis
**Trigger**:
```
/team-coordinate <task-description>
/team-coordinate --role=coordinator <task>
/team-coordinate --role=<worker> --session=<path>
```bash
team-coordinate <task-description>
team-coordinate --role=coordinator <task>
```
**Features**:
@@ -47,17 +93,6 @@
- Fast-Advance mechanism skips coordinator to directly spawn successor tasks
- Wisdom accumulates cross-task knowledge
**Role Registry**:
| Role | File | Task Prefix | Type |
|------|------|-------------|------|
| coordinator | roles/coordinator/role.md | (none) | orchestrator |
| (dynamic) | `<session>/roles/<role>.md` | (dynamic) | worker |
**Pipeline**:
```
Task Analysis → Generate Roles → Initialize Session → Create Task Chain → Spawn First Batch Workers → Loop Progress → Completion Report
```
**Session Directory**:
```
.workflow/.team/TC-<slug>-<date>/
@@ -66,20 +101,18 @@ Task Analysis → Generate Roles → Initialize Session → Create Task Chain
├── roles/ # Dynamic role definitions
├── artifacts/ # All MD deliverables
├── wisdom/ # Cross-task knowledge
├── explorations/ # Shared exploration cache
├── discussions/ # Inline discussion records
└── .msg/ # Team message bus logs
```
---
### team-lifecycle
### team-lifecycle-v5
**One-Liner**: Full lifecycle team — Complete pipeline from specification to implementation to testing to review
**Trigger**:
```
/team-lifecycle <task-description>
```bash
team-lifecycle <task-description>
```
**Features**:
@@ -97,164 +130,67 @@ Task Analysis → Generate Roles → Initialize Session → Create Task Chain
| executor | role-specs/executor.md | IMPL-* | true |
| tester | role-specs/tester.md | TEST-* | false |
| reviewer | role-specs/reviewer.md | REVIEW-* | false |
| architect | role-specs/architect.md | ARCH-* | false |
| fe-developer | role-specs/fe-developer.md | DEV-FE-* | false |
| fe-qa | role-specs/fe-qa.md | QA-FE-* | false |
**Pipeline Definitions**:
```
Specification Pipeline (6 tasks):
RESEARCH-001 → DRAFT-001 → DRAFT-002 → DRAFT-003 → DRAFT-004 → QUALITY-001
Implementation Pipeline (4 tasks):
PLAN-001 → IMPL-001 → TEST-001 + REVIEW-001
Full Lifecycle (10 tasks):
[Spec Pipeline] → PLAN-001 → IMPL-001 → TEST-001 + REVIEW-001
Frontend Pipeline:
PLAN-001 → DEV-FE-001 → QA-FE-001 (GC loop, max 2 rounds)
Specification Pipeline: RESEARCH → DRAFT → QUALITY
Implementation Pipeline: PLAN → IMPL → TEST + REVIEW
Full Lifecycle: [Spec Pipeline] → [Impl Pipeline]
```
**Quality Gate** (after QUALITY-001 completion):
```
═════════════════════════════════════════
SPEC PHASE COMPLETE
Quality Gate: <PASS|REVIEW|FAIL> (<score>%)
Dimension Scores:
Completeness: <bar> <n>%
Consistency: <bar> <n>%
Traceability: <bar> <n>%
Depth: <bar> <n>%
Coverage: <bar> <n>%
Available Actions:
resume -> Proceed to implementation
improve -> Auto-improve weakest dimension
improve <dimension> -> Improve specific dimension
revise <TASK-ID> -> Revise specific document
recheck -> Re-run quality check
feedback <text> -> Inject feedback, create revision
═════════════════════════════════════════
```
**User Commands** (wake paused coordinator):
| Command | Action |
|---------|--------|
| `check` / `status` | Output execution status graph, no progress |
| `resume` / `continue` | Check worker status, advance next step |
| `revise <TASK-ID> [feedback]` | Create revision task + cascade downstream |
| `feedback <text>` | Analyze feedback impact, create targeted revision chain |
| `recheck` | Re-run QUALITY-001 quality check |
| `improve [dimension]` | Auto-improve weakest dimension in readiness-report |
---
### team-planex
**One-Liner**: Plan-and-execute team — Planner and executor work in parallel through per-issue beat pipeline
**One-Liner**: Plan-and-execute team — Per-issue beat pipeline
**Trigger**:
```
/team-planex <task-description>
/team-planex --role=planner <input>
/team-planex --role=executor --input <solution-file>
```bash
team-planex <task-description>
team-planex --role=planner <input>
team-planex --role=executor --input <solution-file>
```
**Features**:
- 2-member team (planner + executor), planner serves as lead role
- Per-issue beat: planner creates EXEC-* task immediately after completing each issue's solution
- Per-issue beat: planner creates EXEC-* task immediately after completing each issue
- Solution written to intermediate artifact file, executor loads from file
- Supports multiple execution backends (agent/codex/gemini)
**Role Registry**:
| Role | File | Task Prefix | Type |
|------|------|-------------|------|
| planner | roles/planner.md | PLAN-* | pipeline (lead) |
| executor | roles/executor.md | EXEC-* | pipeline |
**Input Types**:
| Input Type | Format | Example |
|------------|--------|---------|
| Issue IDs | Direct ID input | `--role=planner ISS-20260215-001 ISS-20260215-002` |
| Requirement text | `--text '...'` | `--role=planner --text 'Implement user authentication module'` |
| Plan file | `--plan path` | `--role=planner --plan plan/2026-02-15-auth.md` |
**Wave Pipeline** (per-issue beat):
**Wave Pipeline**:
```
Issue 1: planner plans solution → write artifact → conflict check → create EXEC-* → issue_ready
↓ (executor starts immediately)
Issue 2: planner plans solution → write artifact → conflict check → create EXEC-* → issue_ready
↓ (executor consumes in parallel)
Issue N: ...
Final: planner sends all_planned → executor completes remaining EXEC-* → finish
Issue 1: planner plans → write artifact → create EXEC-* → executor executes
Issue 2: planner plans → write artifact → create EXEC-* → executor parallel consume
Final: planner sends all_planned → executor completes remaining → finish
```
**Execution Method Selection**:
| Executor | Backend | Use Case |
|----------|---------|----------|
| `agent` | code-developer subagent | Simple tasks, synchronous execution |
| `codex` | `ccw cli --tool codex --mode write` | Complex tasks, background execution |
| `gemini` | `ccw cli --tool gemini --mode write` | Analysis tasks, background execution |
**User Commands**:
| Command | Action |
|---------|--------|
| `check` / `status` | Output execution status graph, no progress |
| `resume` / `continue` | Check worker status, advance next step |
| `add <issue-ids or --text '...' or --plan path>` | Append new tasks to planner queue |
---
### team-review
**One-Liner**: Code review team — Unified code scanning, vulnerability review, optimization suggestions, and auto-fix
**One-Liner**: Code review team — Unified code scanning, vulnerability review, auto-fix
**Trigger**:
```bash
team-review <target-path>
team-review --full <target-path> # scan + review + fix
team-review --fix <review-files> # fix only
team-review -q <target-path> # quick scan only
```
/team-review <target-path>
/team-review --full <target-path> # scan + review + fix
/team-review --fix <review-files> # fix only
/team-review -q <target-path> # quick scan only
```
**Features**:
- 4-role team (coordinator, scanner, reviewer, fixer)
- Multi-dimensional review: security, correctness, performance, maintainability
- Auto-fix loop (review → fix → verify)
**Role Registry**:
| Role | File | Task Prefix | Type |
|------|------|-------------|------|
| coordinator | roles/coordinator/role.md | RC-* | orchestrator |
| scanner | roles/scanner/role.md | SCAN-* | read-only analysis |
| reviewer | roles/reviewer/role.md | REV-* | read-only analysis |
| fixer | roles/fixer/role.md | FIX-* | code generation |
| Role | Task Prefix | Type |
|------|-------------|------|
| coordinator | RC-* | orchestrator |
| scanner | SCAN-* | read-only analysis |
| reviewer | REV-* | read-only analysis |
| fixer | FIX-* | code generation |
**Pipeline** (CP-1 Linear):
**Pipeline**:
```
coordinator dispatch
→ SCAN-* (scanner: toolchain + LLM scan)
→ REV-* (reviewer: deep analysis + report)
→ [User confirmation]
→ FIX-* (fixer: plan + execute + verify)
SCAN-* (scan) → REV-* (review) → [User confirmation] → FIX-* (fix)
```
**Checkpoints**:
| Trigger | Location | Behavior |
|---------|----------|----------|
| Review→Fix transition | REV-* complete | Pause, show review report, wait for user `resume` to confirm fix |
| Quick mode (`-q`) | After SCAN-* | Pipeline ends after scan, no review/fix |
| Fix-only mode (`--fix`) | Entry | Skip scan/review, go directly to fixer |
**Review Dimensions**:
| Dimension | Check Points |
|-----------|--------------|
| Security (sec) | Injection vulnerabilities, sensitive data leakage, permission control |
| Correctness (cor) | Boundary conditions, error handling, type safety |
| Performance (perf) | Algorithm complexity, I/O optimization, resource usage |
| Maintainability (maint) | Code structure, naming conventions, comment quality |
**Review Dimensions**: Security, Correctness, Performance, Maintainability
---
@@ -263,75 +199,318 @@ coordinator dispatch
**One-Liner**: Testing team — Progressive test coverage through Generator-Critic loop
**Trigger**:
```bash
team-testing <task-description>
```
/team-testing <task-description>
```
**Features**:
- 5-role team (coordinator, strategist, generator, executor, analyst)
- Three pipelines: Targeted, Standard, Comprehensive
- Generator-Critic loop automatically improves test coverage
**Role Registry**:
| Role | File | Task Prefix | Type |
|------|------|-------------|------|
| coordinator | roles/coordinator.md | (none) | orchestrator |
| strategist | roles/strategist.md | STRATEGY-* | pipeline |
| generator | roles/generator.md | TESTGEN-* | pipeline |
| executor | roles/executor.md | TESTRUN-* | pipeline |
| analyst | roles/analyst.md | TESTANA-* | pipeline |
| Role | Task Prefix | Type |
|------|-------------|------|
| coordinator | (none) | orchestrator |
| strategist | STRATEGY-* | pipeline |
| generator | TESTGEN-* | pipeline |
| executor | TESTRUN-* | pipeline |
| analyst | TESTANA-* | pipeline |
**Three Pipelines**:
```
Targeted (small scope changes):
STRATEGY-001 → TESTGEN-001(L1 unit) → TESTRUN-001
Standard (progressive):
STRATEGY-001 → TESTGEN-001(L1) → TESTRUN-001(L1) → TESTGEN-002(L2) → TESTRUN-002(L2) → TESTANA-001
Comprehensive (full coverage):
STRATEGY-001 → [TESTGEN-001(L1) + TESTGEN-002(L2)](parallel) → [TESTRUN-001(L1) + TESTRUN-002(L2)](parallel) → TESTGEN-003(L3) → TESTRUN-003(L3) → TESTANA-001
Targeted: STRATEGY → TESTGEN(L1) → TESTRUN
Standard: STRATEGY → TESTGEN(L1) → TESTRUN → TESTGEN(L2) → TESTRUN → TESTANA
Comprehensive: STRATEGY → [TESTGEN(L1+L2) parallel] → [TESTRUN parallel] → TESTGEN(L3) → TESTRUN → TESTANA
```
**Generator-Critic Loop**:
```
TESTGEN → TESTRUN → (if coverage < target) → TESTGEN-fix → TESTRUN-2
(if coverage >= target) → next layer or TESTANA
**Test Layers**: L1: Unit (80%) → L2: Integration (60%) → L3: E2E (40%)
---
### team-arch-opt
**One-Liner**: Architecture optimization team — Analyze architecture issues, design refactoring strategies, implement improvements
**Trigger**:
```bash
team-arch-opt <task-description>
```
**Test Layer Definitions**:
| Layer | Coverage Target | Example |
|-------|-----------------|---------|
| L1: Unit | 80% | Unit tests, function-level tests |
| L2: Integration | 60% | Integration tests, module interaction |
| L3: E2E | 40% | End-to-end tests, user scenarios |
**Role Registry**:
| Role | Task Prefix | Function |
|------|-------------|----------|
| coordinator | (none) | orchestrator |
| analyzer | ANALYZE-* | architecture analysis |
| designer | DESIGN-* | refactoring design |
| refactorer | REFACT-* | implement refactoring |
| validator | VALID-* | validate improvements |
| reviewer | REVIEW-* | code review |
**Shared Memory** (shared-memory.json):
| Role | Field |
|------|-------|
| strategist | `test_strategy` |
| generator | `generated_tests` |
| executor | `execution_results`, `defect_patterns` |
| analyst | `analysis_report`, `coverage_history` |
**Detection Scope**: Dependency cycles, coupling/cohesion, layering violations, God Classes, dead code
---
### team-perf-opt
**One-Liner**: Performance optimization team — Performance profiling, bottleneck identification, optimization implementation
**Trigger**:
```bash
team-perf-opt <task-description>
```
**Role Registry**:
| Role | Task Prefix | Function |
|------|-------------|----------|
| coordinator | (none) | orchestrator |
| profiler | PROFILE-* | performance profiling |
| strategist | STRAT-* | optimization strategy |
| optimizer | OPT-* | implement optimization |
| benchmarker | BENCH-* | benchmarking |
| reviewer | REVIEW-* | code review |
---
### team-brainstorm
**One-Liner**: Brainstorming team — Multi-angle creative analysis, Generator-Critic loop
**Trigger**:
```bash
team-brainstorm <topic>
team-brainstorm --role=ideator <topic>
```
**Role Registry**:
| Role | Task Prefix | Function |
|------|-------------|----------|
| coordinator | (none) | orchestrator |
| ideator | IDEA-* | idea generation |
| challenger | CHALLENGE-* | critical questioning |
| synthesizer | SYNTH-* | synthesis integration |
| evaluator | EVAL-* | evaluation scoring |
---
### team-frontend
**One-Liner**: Frontend development team — Built-in ui-ux-pro-max design intelligence
**Trigger**:
```bash
team-frontend <task-description>
```
**Role Registry**:
| Role | Task Prefix | Function |
|------|-------------|----------|
| coordinator | (none) | orchestrator |
| analyst | ANALYZE-* | requirement analysis |
| architect | ARCH-* | architecture design |
| developer | DEV-* | frontend implementation |
| qa | QA-* | quality assurance |
---
### team-uidesign
**One-Liner**: UI design team — Design system analysis, token definition, component specs
**Trigger**:
```bash
team-uidesign <task>
```
**Role Registry**:
| Role | Task Prefix | Function |
|------|-------------|----------|
| coordinator | (none) | orchestrator |
| researcher | RESEARCH-* | design research |
| designer | DESIGN-* | design definition |
| reviewer | AUDIT-* | accessibility audit |
| implementer | BUILD-* | code implementation |
---
### team-issue
**One-Liner**: Issue processing team — Issue processing pipeline
**Trigger**:
```bash
team-issue <issue-ids>
```
**Role Registry**:
| Role | Task Prefix | Function |
|------|-------------|----------|
| coordinator | (none) | orchestrator |
| explorer | EXPLORE-* | code exploration |
| planner | PLAN-* | solution planning |
| implementer | IMPL-* | code implementation |
| reviewer | REVIEW-* | code review |
| integrator | INTEG-* | integration validation |
---
### team-iterdev
**One-Liner**: Iterative development team — Generator-Critic loop, incremental delivery
**Trigger**:
```bash
team-iterdev <task-description>
```
**Role Registry**:
| Role | Task Prefix | Function |
|------|-------------|----------|
| coordinator | (none) | orchestrator |
| architect | ARCH-* | architecture design |
| developer | DEV-* | feature development |
| tester | TEST-* | test validation |
| reviewer | REVIEW-* | code review |
**Features**: Developer-Reviewer loop (max 3 rounds), Task Ledger real-time progress
---
### team-quality-assurance
**One-Liner**: Quality assurance team — Issue discovery + test validation closed loop
**Trigger**:
```bash
team-quality-assurance <task-description>
team-qa <task-description>
```
**Role Registry**:
| Role | Task Prefix | Function |
|------|-------------|----------|
| coordinator | (none) | orchestrator |
| scout | SCOUT-* | issue discovery |
| strategist | QASTRAT-* | strategy formulation |
| generator | QAGEN-* | test generation |
| executor | QARUN-* | test execution |
| analyst | QAANA-* | result analysis |
---
### team-roadmap-dev
**One-Liner**: Roadmap development team — Phased development, milestone management
**Trigger**:
```bash
team-roadmap-dev <task-description>
```
**Role Registry**:
| Role | Task Prefix | Function |
|------|-------------|----------|
| coordinator | (none) | human interaction |
| planner | PLAN-* | phase planning |
| executor | EXEC-* | phase execution |
| verifier | VERIFY-* | phase validation |
---
### team-tech-debt
**One-Liner**: Tech debt team — Debt scanning, assessment, cleanup, validation
**Trigger**:
```bash
team-tech-debt <task-description>
```
**Role Registry**:
| Role | Task Prefix | Function |
|------|-------------|----------|
| coordinator | (none) | orchestrator |
| scanner | TDSCAN-* | debt scanning |
| assessor | TDEVAL-* | quantitative assessment |
| planner | TDPLAN-* | governance planning |
| executor | TDFIX-* | cleanup execution |
| validator | TDVAL-* | validation regression |
---
### team-ultra-analyze
**One-Liner**: Deep analysis team — Multi-role collaborative exploration, progressive understanding
**Trigger**:
```bash
team-ultra-analyze <topic>
team-analyze <topic>
```
**Role Registry**:
| Role | Task Prefix | Function |
|------|-------------|----------|
| coordinator | (none) | orchestrator |
| explorer | EXPLORE-* | code exploration |
| analyst | ANALYZE-* | deep analysis |
| discussant | DISCUSS-* | discussion interaction |
| synthesizer | SYNTH-* | synthesis output |
**Features**: Supports Quick/Standard/Deep three depth modes
---
### team-executor-v2
**One-Liner**: Lightweight executor — Resume session, pure execution mode
**Trigger**:
```bash
team-executor --session=<path>
```
**Features**:
- No analysis, no role generation — only load and execute existing session
- Used to resume interrupted team-coordinate sessions
---
## User Commands
All Team Skills support unified user commands (wake paused coordinator):
| Command | Action |
|---------|--------|
| `check` / `status` | Output execution status graph, no progress |
| `resume` / `continue` | Check worker status, advance next step |
| `revise <TASK-ID>` | Create revision task + cascade downstream |
| `feedback <text>` | Analyze feedback impact, create targeted revision chain |
---
## Best Practices
1. **Choose the right team type**:
- General tasks → `team-coordinate-v2`
- Complete feature development → `team-lifecycle-v5`
- Issue batch processing → `team-planex`
- Code review → `team-review`
- Test coverage → `team-testing`
- Architecture optimization → `team-arch-opt`
- Performance tuning → `team-perf-opt`
- Brainstorming → `team-brainstorm`
- Frontend development → `team-frontend`
- UI design → `team-uidesign`
- Tech debt → `team-tech-debt`
- Deep analysis → `team-ultra-analyze`
2. **Leverage inner-loop roles**: Set `inner_loop: true` to let single worker handle multiple same-prefix tasks
3. **Wisdom accumulation**: All roles in team sessions accumulate knowledge to `wisdom/` directory
4. **Fast-Advance**: Simple linear successor tasks automatically skip coordinator to spawn directly
5. **Checkpoint recovery**: All team skills support session recovery via `--resume` or `resume` command
---
## Related Commands
- [Claude Commands - Workflow](../commands/claude/workflow.md)
- [Claude Commands - Session](../commands/claude/session.md)
## Best Practices
1. **Choose the right team type**:
- General tasks → `team-coordinate`
- Full feature development → `team-lifecycle`
- Issue batch processing → `team-planex`
- Code review → `team-review`
- Test coverage → `team-testing`
2. **Leverage inner-loop roles**: For roles with multiple same-prefix serial tasks, set `inner_loop: true` to let a single worker handle all tasks, avoiding repeated spawn overhead
3. **Wisdom accumulation**: All roles in team sessions accumulate knowledge to `wisdom/` directory, subsequent tasks can reuse these patterns, decisions, and conventions
4. **Fast-Advance**: Simple linear successor tasks automatically skip coordinator to spawn directly, reducing coordination overhead
5. **Checkpoint recovery**: All team skills support session recovery, continue interrupted sessions via `--resume` or user command `resume`