After cleanup and migration, npx claude-flow init now generates a clean, organized structure with:
- 76 agent files across 20 specialized categories
- 81 command files - simple CLI references only
- 21 comprehensive skills - complex workflows with YAML frontmatter
Total reduction: 69 command files consolidated into skills (from 150 → 81)
Specialized AI agents for different tasks:
agents/
├── analysis/ (3 files) - Code analysis and metrics
├── architecture/ (4 files) - System architecture and design
├── consensus/ (6 files) - Byzantine, Raft, Gossip consensus
├── core/ (6 files) - Coder, Researcher, Planner, Reviewer, Tester
├── data/ (3 files) - Data processing and transformation
├── development/ (4 files) - Full-stack development specialists
├── devops/ (3 files) - CI/CD and deployment automation
├── documentation/ (3 files) - Documentation generation
├── flow-nexus/ (6 files) - Cloud platform integration
├── github/ (8 files) - Repository management and automation
├── goal/ (4 files) - Goal-oriented action planning (GOAP)
├── hive-mind/ (4 files) - Queen-worker collective intelligence
├── neural/ (3 files) - Neural network training and patterns
├── optimization/ (5 files) - Performance and resource optimization
├── reasoning/ (3 files) - Advanced reasoning algorithms
├── sparc/ (5 files) - SPARC methodology specialists
├── specialized/ (2 files) - Domain-specific experts
├── swarm/ (6 files) - Swarm coordination and topology
├── templates/ (1 file) - Template generation
└── testing/ (1 file) - Quality assurance specialists
Total: 76 agent definition files
Simple CLI command references (all <100 lines):
commands/
├── agents/ (4 files)
│ ├── agent-capabilities.md
│ ├── agent-coordination.md
│ ├── agent-spawning.md
│ └── agent-types.md
│
├── analysis/ (2 files)
│ ├── token-efficiency.md
│ └── token-usage.md
│
├── automation/ (6 files)
│ ├── auto-agent.md
│ ├── self-healing.md
│ ├── session-memory.md
│ ├── smart-agents.md
│ ├── smart-spawn.md
│ └── workflow-select.md
│
├── coordination/ (6 files)
│ ├── agent-spawn.md
│ ├── init.md
│ ├── orchestrate.md
│ ├── spawn.md
│ ├── swarm-init.md
│ └── task-orchestrate.md
│
├── github/ (5 files)
│ ├── code-review.md
│ ├── github-swarm.md
│ ├── issue-triage.md
│ ├── pr-enhance.md
│ └── repo-analyze.md
│
├── hive-mind/ (6 files)
│ ├── hive-mind-consensus.md
│ ├── hive-mind-init.md
│ ├── hive-mind-memory.md
│ ├── hive-mind-metrics.md
│ ├── hive-mind-spawn.md
│ └── hive-mind-status.md
│
├── hooks/ (6 files)
│ ├── post-edit.md
│ ├── post-task.md
│ ├── pre-edit.md
│ ├── pre-task.md
│ ├── session-end.md
│ └── setup.md
│
├── memory/ (4 files)
│ ├── memory-persist.md
│ ├── memory-search.md
│ ├── memory-usage.md
│ └── neural.md
│
├── monitoring/ (5 files)
│ ├── agent-metrics.md
│ ├── agents.md
│ ├── real-time-view.md
│ ├── status.md
│ └── swarm-monitor.md
│
├── optimization/ (5 files)
│ ├── auto-topology.md
│ ├── cache-manage.md
│ ├── parallel-execute.md
│ ├── parallel-execution.md
│ └── topology-optimize.md
│
├── sparc/ (16 files)
│ ├── analyzer.md
│ ├── architect.md
│ ├── batch-executor.md
│ ├── coder.md
│ ├── debugger.md
│ ├── designer.md
│ ├── documenter.md
│ ├── innovator.md
│ ├── memory-manager.md
│ ├── optimizer.md
│ ├── researcher.md
│ ├── reviewer.md
│ ├── swarm-coordinator.md
│ ├── tdd.md
│ ├── tester.md
│ └── workflow-manager.md
│
├── swarm/ (6 files)
│ ├── swarm-background.md
│ ├── swarm-init.md
│ ├── swarm-modes.md
│ ├── swarm-monitor.md
│ ├── swarm-status.md
│ └── swarm.md
│
├── training/ (5 files)
│ ├── model-update.md
│ ├── neural-patterns.md
│ ├── neural-train.md
│ ├── pattern-learn.md
│ └── specialization.md
│
└── workflows/ (5 files)
├── development.md
├── research.md
├── workflow-create.md
├── workflow-execute.md
└── workflow-export.md
Total: 81 simple command reference files
Comprehensive workflow skills with YAML frontmatter and progressive disclosure:
skills/
├── agentdb-memory-patterns/SKILL.md
│ Memory patterns and caching strategies for distributed agents
│
├── agentdb-vector-search/SKILL.md
│ Semantic search and RAG implementation with vector databases
│
├── flow-nexus-neural/SKILL.md
│ Distributed neural network training in cloud sandboxes
│
├── flow-nexus-platform/SKILL.md
│ Platform management: sandboxes, app store, payments, challenges
│
├── flow-nexus-swarm/SKILL.md
│ Cloud swarm deployment and workflow automation
│
├── github-code-review/SKILL.md
│ Multi-agent code review with PR coordination
│
├── github-multi-repo/SKILL.md
│ Cross-repository synchronization and coordination
│
├── github-project-management/SKILL.md
│ Issue tracking, project boards, and team coordination
│
├── github-release-management/SKILL.md
│ Automated release coordination and deployment
│
├── github-workflow-automation/SKILL.md
│ GitHub Actions workflow automation and CI/CD
│
├── hive-mind-advanced/SKILL.md
│ Queen-led hierarchical coordination with consensus
│
├── hooks-automation/SKILL.md
│ Intelligent hooks for coordination, formatting, learning
│
├── pair-programming/SKILL.md
│ AI-assisted pair programming with modes and sessions
│
├── performance-analysis/SKILL.md
│ Bottleneck detection and performance optimization
│
├── reasoningbank-intelligence/SKILL.md
│ Advanced reasoning with WASM-powered memory and intelligence
│
├── skill-builder/SKILL.md
│ Create new Claude Code skills with proper structure
│
├── sparc-methodology/SKILL.md
│ Complete SPARC development workflow
│
├── stream-chain/SKILL.md
│ Stream-JSON pipeline processing and automation
│
├── swarm-advanced/SKILL.md
│ Advanced swarm orchestration patterns and examples
│
├── swarm-orchestration/SKILL.md
│ Swarm coordination patterns and best practices
│
└── verification-quality/SKILL.md
Truth scoring, verification, and quality assurance
Total: 21 comprehensive skill files
| Aspect | Commands | Skills |
|---|---|---|
| Purpose | CLI quick reference | Comprehensive learning resource |
| Length | <100 lines | >200 lines |
| Structure | Simple markdown | YAML frontmatter + progressive disclosure |
| Examples | 1-2 basic examples | 5-10+ detailed examples |
| Discovery | CLI help, docs | Claude's autonomous discovery |
| When to Use | Quick CLI syntax | Learn complex workflows |
All files are included in the npm package via package.json:
{
"files": [
".claude/",
"bin/",
"dist/",
"src/"
]
}When users run npx claude-flow init:
- ✅ All 76 agent files are copied
- ✅ All 81 command files are copied
- ✅ All 21 skill files are copied
- ✅ Helper scripts and configurations are created
- ✅ Hive Mind system is initialized
Consolidated from commands/ to skills/:
- 6 pair programming files →
pair-programmingskill - 12 GitHub workflow files → 5 GitHub skills
- 9 Flow Nexus files → 3 Flow Nexus skills
- 3 SPARC files →
sparc-methodologyskill - 3 verification files →
verification-qualityskill - 3 swarm files →
swarm-advancedskill - 3 analysis files →
performance-analysisskill - 2 stream-chain files →
stream-chainskill - 11 hive-mind files →
hive-mind-advancedskill - 5 hooks files →
hooks-automationskill
Total: 69 files consolidated into 16 new skills
Benefits:
- ✅ Cleaner command structure (simple references only)
- ✅ Better organization (complex workflows in skills)
- ✅ Improved discovery (Claude finds skills autonomously)
- ✅ No duplication between commands and skills
- ✅ Easier maintenance and updates
# Test the init process
npx claude-flow init --force
# Expected output:
# ✅ Copied 76 agent files
# ✅ Copied 81 command files
# ✅ Copied 21 skill files
# ✅ Skill system setup complete
# ✅ Agent system setup complete with 64 specialized agentsStatus: ✅ COMPLETE - Ready for distribution