aiwg-regenerate-agents
Regenerate AGENTS.md with vendor-neutral content for multi-platform support
What this skill does
# Regenerate AGENTS.md
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.
## Core Principle
**Team content is preserved. AIWG content is updated. Content is vendor-neutral.**
## Parameters
| 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) |
## Execution Steps
### Step 1: Create Backup
Unless `--no-backup` specified:
1. Check if `AGENTS.md` exists
2. If exists, copy to `AGENTS.md.backup-{YYYYMMDD-HHMMSS}`
3. Report backup location
### Step 2: Extract Preserved Content
Same preservation patterns as other platforms:
1. **Explicit Preserve Blocks**: `<!-- PRESERVE -->` ... `<!-- /PRESERVE -->`
2. **Preserved Section Headings**: Team *, Org *, Definition of Done, etc.
3. **Inline Directives**: Lines with directive keywords
### Step 3: Analyze Project
- Languages and package managers
- Development commands
- Test framework
- CI/CD configuration
- Directory structure
### Step 4: Detect AIWG State
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.
### Step 5: Generate AGENTS.md
**Document Structure:**
```markdown
# 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.
-->
```
### Step 6: WrRelated in Writing & Docs
jax-development
IncludedUse this skill when the user is writing, debugging, profiling, refactoring, reviewing, benchmarking, parallelising, exporting, or explaining JAX code, or when they mention JAX, jax.numpy, jit, grad, value_and_grad, vmap, scan, lax, random keys, pytrees, jax.Array, sharding, Mesh, PartitionSpec, NamedSharding, pmap, shard_map, Pallas, XLA, StableHLO, checkify, profiler, or the JAX repo. It helps turn NumPy or PyTorch-style code into pure functional JAX, fix tracer/control-flow/shape/PRNG bugs, remove recompiles and host-device syncs, choose transforms and sharding strategies, inspect jaxpr/lowering/IR, and benchmark compiled code correctly.
nature-article-writer
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deckrd
IncludedDocument-driven framework that derives requirements, specifications, implementation plans, and executable tasks from goals through structured AI dialogue. Use when user says "write requirements", "create spec", "plan implementation", "derive tasks", "structure this feature", "break down into tasks", or "document this module". Also use for reverse engineering existing code into docs (/deckrd rev). Do NOT use for direct code writing — use /deckrd-coder after tasks are generated. Do NOT use when the user only wants to run or fix existing code without planning.
clinical-decision-support
IncludedGenerate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug development, clinical research, and evidence synthesis.
handling-sf-data
IncludedSalesforce data operations with 130-point scoring. Use this skill to create, update, delete, bulk import/export, generate test data, and clean up org records using sf CLI and anonymous Apex. TRIGGER when: user creates test data, performs bulk import/export, uses sf data CLI commands, needs data factory patterns for Apex tests, or needs to seed/clean records in a Salesforce org. DO NOT TRIGGER when: SOQL query writing only (use querying-soql), Apex test execution (use running-apex-tests), or metadata deployment (use deploying-metadata).
accelint-ac-to-playwright
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