/team
Orchestrate multi-agent teams across AIWG providers natively on Claude Code or emulated via Mission Control elsewhere
$ npx -y skills add jmagly/aiwg --skill team --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/team
Context preview
The summary Claude sees to decide when to auto-load this skill.
Orchestrate multi-agent teams across AIWG providers natively on Claude Code or emulated via Mission Control elsewhere
SKILL.md
team.SKILL.mdnamespace: aiwg
name: team
platforms: [all]
description: Orchestrate multi-agent teams across AIWG providers natively on Claude Code or emulated via Mission Control elsewhere
team
You orchestrate multi-agent teams across all AIWG providers. On Claude Code, teams run natively via the Task tool. On all other providers, you emulate team execution through `aiwg mc` (Mission Control). Team definitions live in `agentic/code/frameworks/sdlc-complete/teams/`.
Triggers
Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description):
- "spin up a team" → `team run` with named team
- "who's on the security review team" → `team info`
- "what teams do I have" → `team list`
- "run the greenfield team on this task" → `team run greenfield "<task>"`
Trigger Patterns Reference
| Pattern | Example | Action | |---------|---------|--------| | Run a named team | "run the sdlc-review team on the SAD" | `aiwg team run sdlc-review "<task>"` | | List available teams | "what teams are available" | `aiwg team list` | | Inspect team composition | "who is on the security review team" | `aiwg team info security-review` | | Task-inferred team | "review this architecture for security" | `aiwg team run security-review "<task>"` |
Behavior
When triggered:
1. **Parse the subcommand**:
- `run <team-name> "<task>"` — execute team against a task
- `list` — list all available teams from the manifest
- `info <team-name>` — show team composition and use cases
2. **Detect provider**:
- Claude Code (`CLAUDE_CODE_VERSION` set) → native Task-tool dispatch
- All other providers → emulate via `aiwg mc dispatch`
3. **Run the appropriate command**:
# Run a team on a task
aiwg team run sdlc-review "Review the SAD at .aiwg/architecture/sad.md"
# Run with provider override
aiwg team run security-review "Audit auth module" --provider cursor
# List all teams
aiwg team list
# Inspect a team
aiwg team info greenfield
4. **Report execution progress**:
- Native (Claude Code): reports inline as agents complete
- Emulated (mc): reports mission IDs and tracks via `aiwg mc status`
Team Definitions
Teams are defined as JSON files in `agentic/code/frameworks/sdlc-complete/teams/`. Built-in teams:
| Team | Use Cases | |------|-----------| | `sdlc-review` | Architecture, requirements, and test review | | `security-review` | Threat modeling, security audit, privacy review | | `api-development` | API design, documentation, test generation | | `full-stack` | Feature implementation across layers | | `greenfield` | New project inception and architecture | | `maintenance` | Refactoring, debt reduction, upgrades | | `migration` | Database or platform migration planning |
Team Definition Format
# .aiwg/teams/my-team.yaml (project-local override)
name: Custom Review Team
slug: custom-review
description: Tailored review for domain-specific concerns
agents:
- agent: security-architect
role: lead
responsibilities:
- Security threat model
- Auth design review
- agent: test-architect
role: contributor
responsibilities:
- Test coverage gaps
- Integration risks
- agent: technical-writer
role: reviewer
responsibilities:
- Clarity and consistency
dispatch: parallelExecution Modes
Native (Claude Code)
Agents launch as parallel Task tool calls in a single message. Each agent runs independently with its assigned prompt, and results are collected and synthesized.
Emulated (All Other Providers)
# Steward emulates by dispatching via Mission Control
SESSION=$(aiwg mc start --name "team-run-$(date +%s)")
aiwg mc dispatch $SESSION "security-architect: <task>" --completion "Review complete"
aiwg mc dispatch $SESSION "test-architect: <task>" --completion "Review complete"
aiwg mc watch $SESSION
Examples
Example 1: Run a review team
**User**: "Run the security review team on the auth module"
**Extraction**: `team run security-review` on the auth module
**Action**:
aiwg team run security-review "Review src/auth/ for security vulnerabilities, focusing on token handling and session management"
**Response** (Claude Code, native):
Launching security-review team (3 agents, parallel)...
security-architect: reviewing...
security-auditor: reviewing...
privacy-officer: reviewing...
Results collected. 2 critical findings, 4 recommendations.
Full report: .aiwg/working/team-runs/security-review-20260401-143022.md
Example 2: List teams
**User**: "What teams do I have available?"
**Action**:
aiwg team list
**Response**:
Available teams (7):
api-development API design, documentation, test generation
full-stack Feature implementation across layers
greenfield New project inception and architecture
maintenance Refactoring, debt reduction, upgrades
migration Database or platform migration planning
sdlc-review Architecture, requirements, and test review
security-review Threat modeling, security audit, privacy review
Example 3: Inspect team composition
**User**: "Who is on the sdlc-review team?"
**Action**:
aiwg team info sdlc-review
**Response**:
Team: sdlc-review
Description: Architecture, requirements, and test review
Dispatch: parallel
Agents:
architecture-designer [lead] Architecture quality and pattern review
requirements-analyst [contributor] Requirements traceability and completeness
test-architect [contributor] Testability and coverage gaps
technical-writer [reviewer] Clarity and documentation quality
Use cases:
- SAD review before Architecture Baseline Milestone
- Elaboration phase gate check
- ADR peer review
Clarification Prompts
If the user names a task without a team:
- "Which team should I run? Available: sdlc-review, security-
Read more
namespace: aiwg name: team platforms: [all] description: Orchestrate multi-agent teams across AIWG providers natively on Claude Code or emulated via Mission Control elsewhere
team
You orchestrate multi-agent teams across all AIWG providers. On Claude Code, teams run natively via the Task tool. On all other providers, you emulate team execution through `aiwg mc` (Mission Control). Team definitions live in `agentic/code/frameworks/sdlc-complete/teams/`.
Triggers
Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description):
- "spin up a team" → `team run` with named team
- "who's on the security review team" → `team info`
- "what teams do I have" → `team list`
- "run the greenfield team on this task" → `team run greenfield "<task>"`
Trigger Patterns Reference
| Pattern | Example | Action | |---------|---------|--------| | Run a named team | "run the sdlc-review team on the SAD" | `aiwg team run sdlc-review "<task>"` | | List available teams | "what teams are available" | `aiwg team list` | | Inspect team composition | "who is on the security review team" | `aiwg team info security-review` | | Task-inferred team | "review this architecture for security" | `aiwg team run security-review "<task>"` |
Behavior
When triggered:
1. **Parse the subcommand**:
- `run <team-name> "<task>"` — execute team against a task
- `list` — list all available teams from the manifest
- `info <team-name>` — show team composition and use cases
2. **Detect provider**:
- Claude Code (`CLAUDE_CODE_VERSION` set) → native Task-tool dispatch
- All other providers → emulate via `aiwg mc dispatch`
3. **Run the appropriate command**:
# Run a team on a task aiwg team run sdlc-review "Review the SAD at .aiwg/architecture/sad.md" # Run with provider override aiwg team run security-review "Audit auth module" --provider cursor # List all teams aiwg team list # Inspect a team aiwg team info greenfield
4. **Report execution progress**:
- Native (Claude Code): reports inline as agents complete
- Emulated (mc): reports mission IDs and tracks via `aiwg mc status`
Team Definitions
Teams are defined as JSON files in `agentic/code/frameworks/sdlc-complete/teams/`. Built-in teams:
| Team | Use Cases | |------|-----------| | `sdlc-review` | Architecture, requirements, and test review | | `security-review` | Threat modeling, security audit, privacy review | | `api-development` | API design, documentation, test generation | | `full-stack` | Feature implementation across layers | | `greenfield` | New project inception and architecture | | `maintenance` | Refactoring, debt reduction, upgrades | | `migration` | Database or platform migration planning |
Team Definition Format
# .aiwg/teams/my-team.yaml (project-local override)
name: Custom Review Team
slug: custom-review
description: Tailored review for domain-specific concerns
agents:
- agent: security-architect
role: lead
responsibilities:
- Security threat model
- Auth design review
- agent: test-architect
role: contributor
responsibilities:
- Test coverage gaps
- Integration risks
- agent: technical-writer
role: reviewer
responsibilities:
- Clarity and consistency
dispatch: parallelExecution Modes
Native (Claude Code)
Agents launch as parallel Task tool calls in a single message. Each agent runs independently with its assigned prompt, and results are collected and synthesized.
Emulated (All Other Providers)
# Steward emulates by dispatching via Mission Control SESSION=$(aiwg mc start --name "team-run-$(date +%s)") aiwg mc dispatch $SESSION "security-architect: <task>" --completion "Review complete" aiwg mc dispatch $SESSION "test-architect: <task>" --completion "Review complete" aiwg mc watch $SESSION
Examples
Example 1: Run a review team
**User**: "Run the security review team on the auth module"
**Extraction**: `team run security-review` on the auth module
**Action**:
aiwg team run security-review "Review src/auth/ for security vulnerabilities, focusing on token handling and session management"
**Response** (Claude Code, native):
Launching security-review team (3 agents, parallel)... security-architect: reviewing... security-auditor: reviewing... privacy-officer: reviewing... Results collected. 2 critical findings, 4 recommendations. Full report: .aiwg/working/team-runs/security-review-20260401-143022.md
Example 2: List teams
**User**: "What teams do I have available?"
**Action**:
aiwg team list
**Response**:
Available teams (7): api-development API design, documentation, test generation full-stack Feature implementation across layers greenfield New project inception and architecture maintenance Refactoring, debt reduction, upgrades migration Database or platform migration planning sdlc-review Architecture, requirements, and test review security-review Threat modeling, security audit, privacy review
Example 3: Inspect team composition
**User**: "Who is on the sdlc-review team?"
**Action**:
aiwg team info sdlc-review
**Response**:
Team: sdlc-review Description: Architecture, requirements, and test review Dispatch: parallel Agents: architecture-designer [lead] Architecture quality and pattern review requirements-analyst [contributor] Requirements traceability and completeness test-architect [contributor] Testability and coverage gaps technical-writer [reviewer] Clarity and documentation quality Use cases: - SAD review before Architecture Baseline Milestone - Elaboration phase gate check - ADR peer review
Clarification Prompts
If the user names a task without a team:
- "Which team should I run? Available: sdlc-review, security-
Multi-agent AI framework for Claude Code, Copilot, Cursor, Warp, and 6 more platforms 200+ agents, 109+ CLI commands, 400+ deployable agent/skill/command/rule artifacts, 8 core frameworks, 32 addons, and a 40-plugin Claude Code marketplace.
Repo: jmagly/aiwg
Other skills on aiwg.
- /agent-loop-ext
Crash-resilient external agent loop with state persistence and CI/CD integration
Open skill - /agent-loop
Detect requests for iterative autonomous agent loops and route to the appropriate loop executor
Open skill - /auto-test-execution
Automatically execute tests when code-generating agents modify source files, enforcing the execute-before-return pattern
Open skill - /cross-task-learner
Enable agent loops to learn from similar past tasks and share patterns across loops
Open skill - /debug-memory
Query and manage the executable feedback debug memory
Open skill - /execute-feedback
Execute tests on generated code and iterate until passing
Open skill

