soulflow

What This Skill Does

SoulFlow is a powerful orchestration framework for OpenClaw designed to transform complex, multi-step tasks into structured AI agent workflows. Rather than relying on a single, overburdened agent, SoulFlow breaks down your objectives into isolated sessions. Each stage of your process—whether it is a security audit, feature development, or operational deployment—is handled by a dedicated 'soulflow-worker' agent. This methodology prevents context bloat, ensures focus, and maintains strict separation between execution stages. SoulFlow utilizes JSON-defined workflow schemas, allowing you to define sequences where the output of one agent automatically feeds into the next, maintaining state and task integrity until completion.

Installation

To integrate SoulFlow into your OpenClaw environment, execute the following command in your terminal:

clawhub install openclaw/skills/skills/0xtommythomas-dev/soulflow

Once installed, the framework is accessible via your OpenClaw workspace at ~/.openclaw/workspace/soulflow. The framework automatically registers its capabilities, allowing your primary agent to trigger workflows through natural language or via the command-line interface.

Use Cases

SoulFlow is ideal for any process requiring multi-phase execution:

• Software Engineering: Automate the full lifecycle from identifying bugs to verification.
• Content Marketing: Manage pipelines involving research, content drafting, editorial review, and final publication.
• Operations Automation: Execute infrastructure deployments followed by automated health checks and rollback procedures.
• Security Audits: Perform automated vulnerability scanning followed by triage and automated patching.

Example Prompts

1. "Run a security audit on my project located at ~/myapp and report the critical vulnerabilities."
2. "Use the bug-fix workflow to investigate why login returns a 500 error in my webapp folder."
3. "Set up a new feature development workflow to add a responsive navigation bar to my current project."

Tips & Limitations

• Isolation is Key: Because each step starts in a fresh session, ensure that all necessary files are committed or saved to the workspace; transient memory from previous steps is handled by the framework but local volatile memory does not persist.
• Custom Workflows: While three examples are provided, you can build custom logic by adding .workflow.json files to the workspace.
• Monitoring: Always monitor the initial execution to ensure your agent has proper read/write permissions for the target directories.
• Limitations: SoulFlow requires an active WebSocket connection to the OpenClaw gateway; ensure your environment allows persistent local connections for seamless multi-agent orchestration.