agentic/code/addons/aiwg-utils/skills/aiwg-regenerate-agents/SKILL.md
Regenerate AGENTS.md with vendor-neutral content for multi-platform support
npx skillsauth add jmagly/aiwg aiwg-regenerate-agentsInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Regenerate the AGENTS.md file, analyzing current project state while preserving team directives and organizational requirements. Supports Windsurf and Factory AI (both use AGENTS.md as context file).
Hook file approach (default): Generates AIWG-windsurf.md or AIWG-factory.md (per --provider) and adds directive to AGENTS.md. @-link support unverified — defaults to section-style until confirmed (see #444).
Full inject (--full-inject): Embeds AIWG content inline with AIWG markers.
Used by: Factory AI, Cursor, OpenCode, Codex, and other platforms that use AGENTS.md for configuration.
Vendor-neutral: This file provides generic agent descriptions and natural language patterns suitable for any platform.
Team content is preserved. AIWG content is updated. Content is vendor-neutral.
| Flag | Description |
|------|-------------|
| --no-backup | Skip creating backup file |
| --dry-run | Preview changes without writing |
| --show-preserved | List all detected preserved content and exit |
| --full | Full regeneration, preserve nothing (destructive) |
Unless --no-backup specified:
AGENTS.md existsAGENTS.md.backup-{YYYYMMDD-HHMMSS}Same preservation patterns as other platforms:
<!-- PRESERVE --> ... <!-- /PRESERVE -->Check installed frameworks by scanning for deployed agents/droids:
.factory/droids/ (Factory AI).opencode/agent/ (OpenCode).cursor/rules/ (Cursor).codex/agents/ (Codex)Read registry for framework versions.
Document Structure:
# AGENTS.md
Project configuration for AI assistance platforms.
## Project Overview
{Description from README.md or package.json}
## Tech Stack
- **Language**: {detected languages}
- **Runtime**: {Node.js, Python, etc.}
- **Framework**: {detected frameworks}
- **Test Framework**: {detected test framework}
- **Package Manager**: {npm/yarn/pip/etc.}
## Development Commands
| Command | Description |
|---------|-------------|
| `npm install` | Install dependencies |
| `npm run build` | Build TypeScript to dist/ |
| `npm test` | Run Vitest test suite |
| `npm run lint` | Run ESLint |
## Project Structure
src/ → Source code test/ → Test files tools/ → CLI tools and scripts docs/ → Documentation .github/ → CI/CD workflows
---
## Team Directives
<!-- PRESERVED SECTION -->
{ALL PRESERVED CONTENT}
<!-- /PRESERVED SECTION -->
---
## AIWG Framework
This project uses the AIWG SDLC framework for software development workflows.
### Available Agents
**Architecture & Design:**
- `architecture-designer` - System architecture and technical decisions
- `database-architect` - Database design and optimization
- `api-designer` - RESTful/GraphQL API design
**Development & Implementation:**
- `software-implementer` - Test-first development (TDD)
- `integrator` - Component integration and build management
- `test-engineer` - Comprehensive test suite creation
- `test-architect` - Test strategy and framework design
**Quality & Security:**
- `code-reviewer` - Code quality and security review
- `security-architect` - Security design and threat modeling
- `qa-engineer` - Quality assurance and testing
- `performance-engineer` - Performance optimization
**Operations & Release:**
- `devops-engineer` - CI/CD and deployment automation
- `sre` - Site reliability and monitoring
- `release-manager` - Release coordination and rollout
**Management & Coordination:**
- `project-manager` - Project planning and tracking
- `product-owner` - Product vision and requirements
- `scrum-master` - Agile process facilitation
- `business-analyst` - Requirements gathering and analysis
**Specialized:**
- `technical-writer` - Documentation and content
- `ux-designer` - User experience and interface design
- `data-engineer` - Data pipelines and analytics
**Deployment:** Agents are deployed to platform-specific directories:
- Claude Code: `.claude/agents/`
- GitHub Copilot: `.github/agents/`
- Factory AI: `.factory/droids/`
- Cursor: `.cursor/rules/`
**Full catalog:** @~/.local/share/ai-writing-guide/agentic/code/frameworks/sdlc-complete/agents/
### Workflow Commands
**Intake & Planning:**
- `intake-wizard` - Generate project intake forms
- `intake-from-codebase` - Analyze codebase to generate intake
- `project-status` - Check current project phase
- `project-health-check` - Comprehensive health assessment
**Phase Transitions:**
- `flow-inception-to-elaboration` - Transition to Elaboration
- `flow-elaboration-to-construction` - Transition to Construction
- `flow-construction-to-transition` - Transition to Transition
- `flow-gate-check` - Validate phase gate criteria
**Continuous Workflows:**
- `flow-security-review-cycle` - Security validation
- `flow-test-strategy-execution` - Test execution
- `flow-risk-management-cycle` - Risk management
- `flow-retrospective-cycle` - Retrospective analysis
**Development:**
- `flow-guided-implementation` - Step-by-step implementation
- `generate-tests` - Generate test suite
- `setup-tdd` - Set up test-driven development
- `pr-review` - Pull request review
**Full workflow catalog:** @~/.local/share/ai-writing-guide/agentic/code/frameworks/sdlc-complete/commands/
### Natural Language Requests
Use natural language to request workflows:
| Request | Maps To |
|---------|---------|
| "transition to elaboration" | flow-inception-to-elaboration |
| "run security review" | flow-security-review-cycle |
| "check project status" | project-status |
| "start iteration N" | flow-iteration-dual-track |
| "generate tests for module" | generate-tests + test-engineer |
| "review this PR" | pr-review + code-reviewer |
| "design authentication API" | api-designer |
| "optimize database queries" | database-architect + performance-engineer |
**Natural language guide:** @~/.local/share/ai-writing-guide/agentic/code/frameworks/sdlc-complete/docs/simple-language-translations.md
## Project Artifacts
{If .aiwg/ exists:}
| Category | Location |
|----------|----------|
| Requirements | @.aiwg/requirements/ |
| Architecture | @.aiwg/architecture/ |
| Planning | @.aiwg/planning/ |
| Testing | @.aiwg/testing/ |
| Security | @.aiwg/security/ |
| Deployment | @.aiwg/deployment/ |
## Full Reference
**AIWG Installation:** `~/.local/share/ai-writing-guide/`
**Framework Documentation:**
- SDLC Complete: @~/.local/share/ai-writing-guide/agentic/code/frameworks/sdlc-complete/README.md
- All Workflows: @~/.local/share/ai-writing-guide/agentic/code/frameworks/sdlc-complete/commands/
- All Agents: @~/.local/share/ai-writing-guide/agentic/code/frameworks/sdlc-complete/agents/
- Orchestration: @~/.local/share/ai-writing-guide/agentic/code/frameworks/sdlc-complete/docs/orchestrator-architecture.md
**Core References:**
- Orchestrator: @~/.local/share/ai-writing-guide/agentic/code/addons/aiwg-utils/prompts/core/orchestrator.md
- Agent Design: @~/.local/share/ai-writing-guide/agentic/code/addons/aiwg-utils/prompts/agents/design-rules.md
- Error Recovery: @~/.local/share/ai-writing-guide/agentic/code/addons/aiwg-utils/prompts/reliability/resilience.md
**Platform-specific configurations:**
- Claude Code: CLAUDE.md
- GitHub Copilot: .github/copilot-instructions.md
- Cursor: .cursorrules
- Windsurf: .windsurfrules
- Warp: WARP.md
---
<!--
Add team-specific notes below.
Content in preserved sections survives regeneration.
-->
If --dry-run: Display content, do not write.
Otherwise:
AGENTS.mdAGENTS.md Regenerated
=====================
Backup: AGENTS.md.backup-20260113-153512
Team Content Preserved:
✓ Team Directives (2 sections, 21 lines)
AIWG Content Updated:
✓ Project commands and structure
✓ Agent descriptions (20 agents)
✓ Workflow patterns (natural language)
✓ Full references included
Vendor-Neutral Content:
✓ Generic agent descriptions
✓ Natural language patterns
✓ No platform-specific syntax
✓ Context size optimized: 287 lines
Output: AGENTS.md (287 lines)
INCLUDE (generic descriptions):
EXCLUDE (platform-specific):
REFERENCE (link to all):
Target size: 250-350 lines (excluding team content)
AGENTS.md serves as a fallback for platforms without dedicated context files:
| Platform | Primary Context | Fallback | |----------|----------------|----------| | Claude Code | CLAUDE.md | AGENTS.md | | GitHub Copilot | .github/copilot-instructions.md | AGENTS.md | | Cursor | .cursorrules | AGENTS.md | | Windsurf | .windsurfrules | AGENTS.md | | Warp | WARP.md | AGENTS.md | | Factory AI | .factory/README.md | AGENTS.md | | OpenCode | .opencode/README.md | AGENTS.md | | Codex | ~/.codex/config | AGENTS.md |
# Regenerate AGENTS.md
/aiwg-regenerate-agents
# Preview changes
/aiwg-regenerate-agents --dry-run
# Check preserved content
/aiwg-regenerate-agents --show-preserved
# Full regeneration
/aiwg-regenerate-agents --full
| Command | Regenerates |
|---------|-------------|
| /aiwg-regenerate-claude | CLAUDE.md (Claude Code) |
| /aiwg-regenerate-copilot | copilot-instructions.md (GitHub Copilot) |
| /aiwg-regenerate-cursorrules | .cursorrules (Cursor) |
| /aiwg-regenerate-windsurfrules | .windsurfrules (Windsurf) |
| /aiwg-regenerate-warp | WARP.md (Warp Terminal) |
| /aiwg-regenerate-factory | .factory/README.md (Factory AI) |
| /aiwg-regenerate-agents | AGENTS.md (Multi-vendor) |
| /aiwg-regenerate | Auto-detect vendor |
data-ai
Report which research-corpus radar sidecars are overdue for refresh. Computes staleness (days since last refresh vs the cadence window) for every radar, sorted most-overdue-first. Runs via `aiwg corpus radar-status`.
data-ai
Aggregate research-corpus radar sidecars into a corpus or per-cluster freshness report — totals, overdue count, per-cluster / per-GRADE / per-trajectory breakdowns, an overdue table, and per-radar rationale snippets. Runs via `aiwg corpus radar-report`.
testing
Scaffold radar/freshness sidecars for research-corpus REFs. Pulls title/authors from the citation sidecar and GRADE from the analysis doc, defaults the refresh cadence from GRADE and the cluster from a corpus-local map, and stamps documentation/radar/REF-XXX-radar.md. Runs via `aiwg corpus radar-init`.
data-ai
Compute an entity's publication trajectory — per-year paper counts, topic drift, hot-streak detection (≥3 consecutive A-grade years), and career phase. Runs via `aiwg corpus profile-temporal`.