Skip to content
Development
Skill

/project-awareness

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

From plugin
aiwg
229200 skills199 agents26 commands

Claude Code

$ npx -y skills add jmagly/aiwg --skill project-awareness --agent claude-code

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
@jmagly
Ships withaiwg

Reusable project context and specialist workflows for the AI tools you already use. Plan software, coordinate specialist reviews, prepare campaigns, investigate incidents, organize research, curate media, and maintain operational knowledge.

229200 skills199 agents
Get the whole plugin

Stars on GitHub

Momentum

stars in total
229
Star history of jmagly/aiwg on GitHub, a chart by star-history.com

Other skills on aiwg.

agent-loop-ext

agent-loop-ext

Crash-resilient external agent loop with state persistence and CI/CD integration

@jmagly@jmaglyInstall Skill
agent-loop

agent-loop

Detect requests for iterative autonomous agent loops and route to the appropriate loop executor

@jmagly@jmaglyInstall Skill
auto-test-execution

auto-test-execution

Automatically execute tests when code-generating agents modify source files, enforcing the execute-before-return pattern

@jmagly@jmaglyInstall Skill

More skills from other plugins.

brainstorming
Auto-invoked

brainstorming

You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or…

@obra@obraInstall Skill
ask-matt

ask-matt

Ask which skill or flow fits your situation. A router over the skills in this repo.

skills12d309k
@mattpocock@mattpocockInstall Skill
accessibility
Auto-invoked

accessibility

Design, implement, and audit accessible UI to WCAG 2.2 Level AA across Web, iOS, and Android — semantic ARIA roles and labels,…

ecc13d293k
@affaan-m@affaan-mInstall Skill
compiler-commit

compiler-commit

Use when you want to verify compiler changes and commit with the correct convention. Runs tests, lint, and format, then commits…

react2d252k
@facebook@facebookInstall Skill

Questions about project-awareness.

Which coding agents can use project-awareness?
project-awareness installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.