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Orchestrate multi-agent teams across AIWG providers natively on Claude Code or emulated via Mission Control elsewhere

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aiwg
211200 skills199 agents26 commands
Install
$ npx -y skills add jmagly/aiwg --skill team --agent claude-code

How 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.md
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: parallel

Execution 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-
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