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/project-awareness

Detect project type, AIWG framework state, team configuration, and active work to summarize status and recommend next actions

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aiwg
211200 skills199 agents26 commands
Install
$ npx -y skills add jmagly/aiwg --skill project-awareness --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/project-awareness

Context preview

The summary Claude sees to decide when to auto-load this skill.

Detect project type, AIWG framework state, team configuration, and active work to summarize status and recommend next actions

SKILL.md

project-awareness.SKILL.md
namespace: aiwg
name: project-awareness
platforms: [all]
description: Detect project type, AIWG framework state, team configuration, and active work to summarize status and recommend next actions

project-awareness

Comprehensive project context detection and state awareness.

Triggers

Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description):

  • "where are we" / "what's next" → project state summary
  • "what's blocking" in project context → status + blockers
  • "sprint status" → iteration awareness

Purpose

This skill provides rich project context awareness including:

  • Project type and technology stack detection
  • AIWG framework state (installed frameworks, current phase)
  • Team configuration and agent assignments
  • Recent activity and artifact status
  • Active work detection (branches, PRs, iterations)
  • Recommendations for next actions

Behavior

When triggered, this skill:

1. **Detects project type**:

  • Monorepo vs single project
  • Library vs application vs service
  • Web, API, CLI, mobile, etc.
  • Programming languages and frameworks

2. **Identifies AIWG state**:

  • Installed frameworks (SDLC, MMK, addons)
  • Current lifecycle phase
  • Active iteration (if applicable)
  • Deployed agents and commands

3. **Parses team configuration**:

  • Team roster from `.aiwg/team/`
  • Agent assignments
  • Role responsibilities

4. **Loads recent activity**:

  • Git log (recent commits, active branches)
  • Recent artifact changes
  • Open PRs and issues

5. **Builds context object**:

  • Structured data for other skills
  • Summary for user display
  • Recommendations for next actions

Trigger Phrase Mappings

| Natural Language | Action | |------------------|--------| | "Where are we?" | Check phase status, recent activity | | "What's next?" | Identify pending tasks, next milestone | | "Project status" | Full status report | | "Current phase" | Phase name + completion percentage | | "Ready to transition?" | Gate criteria check | | "What's blocking us?" | Risk register + blockers | | "How long until..." | Milestone progress estimate | | "Who owns..." | Team and agent assignments |

Information Sources

Primary Sources (Check First)

  • `.aiwg/planning/phase-status.md` - Current phase and progress
  • `.aiwg/planning/iteration-plan.md` - Current iteration tasks
  • `.aiwg/gates/` - Gate criteria and validation status

Secondary Sources

  • `.aiwg/risks/risk-register.md` - Active risks and blockers
  • `.aiwg/team/agent-assignments.md` - Who's working on what
  • `.aiwg/requirements/` - Requirements completion status
  • `.aiwg/architecture/` - Architecture baseline status

Context Sources

  • `CLAUDE.md` - Project configuration
  • `.aiwg/intake/project-intake.md` - Original project scope
  • Git log - Recent activity

Context Object Structure

{
  "project": {
    "name": "my-project",
    "type": "application",
    "subtype": "web-api",
    "root": "/path/to/project",
    "description": "From package.json or README"
  },

  "tech_stack": {
    "languages": ["typescript", "python"],
    "runtime": "node",
    "framework": "express",
    "package_manager": "npm",
    "database": "postgresql",
    "testing": "vitest",
    "ci_cd": "github-actions"
  },

  "aiwg": {
    "installed": true,
    "frameworks": ["sdlc-complete"],
    "addons": ["aiwg-utils", "voice-framework"],
    "phase": "elaboration",
    "iteration": 3,
    "agents_deployed": 45,
    "commands_deployed": 38
  },

  "team": {
    "members": [
      {"name": "John", "role": "tech-lead", "agent": "architecture-designer"}
    ],
    "agent_assignments": {
      "architecture-designer": "John",
      "test-architect": "Jane"
    }
  },

  "activity": {
    "current_branch": "feature/user-auth",
    "recent_commits": [...],
    "open_prs": [...],
    "modified_artifacts": [...],
    "last_gate_check": "2025-12-05"
  },

  "artifacts": {
    "total": 24,
    "by_status": {
      "draft": 5,
      "review": 3,
      "baselined": 16
    },
    "recent": [...]
  },

  "recommendations": [
    "Complete SAD review (2 reviewers pending)",
    "Run gate-check for Elaboration exit",
    "Update risk register (7 days stale)"
  ]
}

Response Formats

Quick Status (Default)

Phase: [Current Phase] ([X]% complete)
Iteration: [N] of [Total]
Next Milestone: [Milestone Name] - [Date/Status]
Blockers: [Count] ([List if < 3])

Full Status (On Request)

## Project: [Name]
Phase: [Phase] | Iteration: [N]
Started: [Date] | Target: [Date]

### Completion
- Requirements: [X]%
- Architecture: [X]%
- Implementation: [X]%
- Testing: [X]%

### Active Work
- [Task 1] - [Owner] - [Status]
- [Task 2] - [Owner] - [Status]

### Blockers/Risks
- [Risk 1] - [Severity] - [Mitigation]

### Next Steps
1. [Action 1]
2. [Action 2]

Detection Methods

Project Type Detection

| Indicator | Project Type | |-----------|-------------| | package.json + src/index.ts | Node.js application | | package.json + lib/ | Node.js library | | setup.py or pyproject.toml | Python package | | Cargo.toml | Rust project | | go.mod | Go module | | pom.xml | Java Maven project | | turbo.json or lerna.json | Monorepo |

Framework Stack Detection

| Files | Framework | |-------|-----------| | next.config.js | Next.js | | angular.json | Angular | | vite.config.ts | Vite | | django, manage.py | Django | | express in package.json | Express | | fastapi in requirements | FastAPI |

AIWG State Detection

| Location | Information | |----------|-------------| | .aiwg/ | AIWG artifacts directory exists | | .aiwg/config/registry.json | Installed frameworks | | .aiwg/planning/phase-plan-*.md | Current phase | | .aiwg/planning/iteration-*.md | Current iteration | | .claude/agents/ | Deployed agents | | .claude/commands/ | Deployed commands |

Phase Detection Heuristics

| Artifacts Present | Likely Phase | |-------------------|--------------|

Read more
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