Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Instances, Github Codespaces, Google Cloud Shell, and more! Features 600+ AI agents, Claude Flow, SPARC methodology, and automatic context loading! Deploy intelligent multi-agent swarms, coordinate autonomous workflows.
# Setup PAL (first time only)
pal-setup # Installs dependencies
# Edit PAL config with your API keys
nano ~/.pal-mcp-server/.env
# Start PAL server
pal
# Use PAL for multi-model collaboration in Claude:
# "Use pal to analyze this with gemini pro and o3"
# "Get consensus from multiple models on this approach"
Multi-Model with Claudish
# Set API key
export OPENROUTER_API_KEY='sk-or-v1-...'
# Use different models
claudish --model x-ai/grok-code-fast-1 "fix the bug"
claudish --model google/gemini-2.5-flash "review this code"
claudish --model openai/gpt-5-codex "refactor the API"
# List available models
claudish --models
claudish --top-models
Agent Observability with agtrace
# Initialize in your project
agtrace init
# Launch live dashboard (in separate terminal)
agtrace watch
# Browse session history
agtrace session list
# Search across sessions
agtrace lab grep "error"
# Let agents query their own history (add MCP)
claude mcp add agtrace -- agtrace mcp serve
Agent Discovery
# Browse available skills
skills-list
# Install a skill
skills-install frontend-design
# Search for skills
skills-search "code review"
# Get skill details
skills-info frontend-design
# Install for different agents
skills-install frontend-design --agent cursor
skills-install frontend-design --agent vscode
📋 All Available Aliases
Claude Code
claude # Start Claude Code
claude-hierarchical # claude --dangerously-skip-permissions
dsp # claude --dangerously-skip-permissions (short)
Claude Flow
cf # Claude Flow base command
cf-init # Initialize claude-flow (--force)
cf-swarm # Run swarm mode
cf-hive # Spawn hive-mind agents
cf-spawn # Spawn hive-mind (alias)
cf-status # Check hive-mind status
cf-help # Show help
cf-fix # Fix better-sqlite3 dependency
cf-task "task" # Quick swarm task (function)
Agentic Tools
af # Agentic Flow
af-run # Run with agent
af-coder # Run coder agent
af-help # Agentic Flow help
af-task "agent" "task" # Quick agentic task (function)
aqe # Agentic QE testing
aqe-init # Initialize AQE
aqe-generate # Generate tests
aqe-flaky # Hunt flaky tests
aqe-gate # Quality gate check
aqe-mcp # Agentic QE MCP server
aj # Agentic Jujutsu (git)
aj-status # Jujutsu status
aj-analyze # Analyze repository
cu # Claude usage stats
claude-usage # Claude usage stats (full)
Spec-Kit
sk # Specify CLI
sk-init # Initialize new project
sk-check # Check installed tools
sk-here # Init in current directory with Claude
OpenSpec
os # OpenSpec CLI
os-init # Initialize OpenSpec
os-list # List change proposals
os-show # Show specific change
os-validate # Validate a change
os-archive # Archive completed change
os-update # Update configurations
AI Agent Skills
skills # Base command
skills-list # List all 38+ skills
skills-search "query" # Search skills
skills-install <name> # Install a skill
skills-info <name> # Get skill details
agtrace (Observability)
agt # agtrace base command
agt-init # Initialize workspace
agt-watch # Live TUI dashboard
agt-sessions # List sessions
agt-grep # Search across sessions
agt-mcp # Start MCP server
MCP Servers
n8n-mcp # n8n workflow MCP
pal # Start PAL multi-model MCP server
pal-setup # Setup PAL dependencies (uv sync)
mcp-playwright # Playwright MCP
mcp-chrome # Chrome DevTools MCP
Claudish (Multi-Model)
claudish # Interactive mode
claudish --models # List available models
claudish --top-models # Show recommended models
claudish-grok # Use Gr
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
