openclaw-agent-studio

A Claude Code skill for creating, optimizing, and maintaining OpenClaw Agents using the SOUL.md-driven architecture.

What It Does

This skill provides three guided workflows covering the full Agent lifecycle:

Workflow	Steps	What It Covers
Agent Creation	8 steps	System prompt, SOUL.md, bootstrap files, config, verification
Agent Optimization	5 steps	Audit, gap analysis, severity report, 7 fix patterns, verification
Workspace Maintenance	5 steps	Token budget, redundancy audit, memory distillation, staleness review

Installation

bash install.sh

This creates a symlink from ~/.claude/skills/openclaw-agent-studio to the skill/ directory. Edits to skill files take effect immediately.

Usage

Once installed, the skill activates automatically in Claude Code when you:

• Ask to create a new OpenClaw Agent
• Want to write or edit SOUL.md / system prompts
• Need to audit or optimize an existing Agent
• Want to check workspace token budget or run memory distillation

Example prompts:

Create a new OpenClaw Agent for home automation on my Mac mini
Audit and optimize my existing coding agent
Check my workspace files for bloat and redundancy

Project Structure

openclaw-agent-studio/
├── skill/
│   ├── SKILL.md                              # Main entry point (< 150 lines)
│   └── references/
│       ├── system-prompt-template.md          # Bootstrap loader template
│       ├── soul-md-spec.md                    # SOUL.md writing spec
│       ├── bootstrap-files.md                 # 11 workspace file types
│       ├── creation-checklist.md              # Creation checklist + config
│       ├── dynamic-management.md              # Memory, migration, lifecycle
│       ├── alternative-approaches.md          # ACP agents + sub-agents
│       ├── optimization-guide.md              # Audit checklists + fix patterns
│       └── workspace-maintenance.md           # Token budget + distillation
├── docs/                                      # Chinese source documents
├── install.sh                                 # Symlink installer
└── CLAUDE.md                                  # Project instructions for Claude Code

Relationship to Other Skills

Skill	Scope
openclaw	Install, configure, troubleshoot OpenClaw (operations)
openclaw-agent-studio	Create, optimize, maintain Agents (development)

The two skills are complementary and do not overlap.

License

MIT