training-manager

What This Skill Does

The training-manager skill acts as the primary interface for maintaining and optimizing an OpenClaw agent's cognitive foundation. It automates the orchestration of the agent's core configuration files, ensuring the workspace remains structured and compliant with the OpenClaw architecture. By providing interactive onboarding, automated file scaffolding, and session logging, this skill bridges the gap between raw data storage and an intelligent, self-correcting agent personality. It transforms the directory structure into a version-controlled, human-readable repository of behavioral guidelines.

Installation

To integrate this skill into your environment, run the following command in your terminal: clawhub install openclaw/skills/anova44/training-manager

Ensure your OPENCLAW_WORKSPACE environment variable is correctly configured to point to your target directory. If not set, the tool will default to ~/.openclaw/workspace/.

Use Cases

• Workspace Initialization: Rapidly deploy core files (SOUL.md, AGENTS.md, IDENTITY.md) for new projects without manual boilerplate creation.
• Session Logging: Keep a searchable, chronological history of training adjustments in memory/ folders to track how your agent's decision-making evolves over time.
• Behavioral Correction: Quickly access and modify the AGENTS.md and SOUL.md files when the agent demonstrates undesirable patterns or requires a shift in priority.
• Skill Scaffolding: Standardize the creation of new specialized skills by automatically generating the necessary file headers and metadata structures.

Example Prompts

1. "/training-manager setup" - Triggers the conversational onboarding process to initialize a fresh workspace.
2. "/training-manager scaffold skill project-optimizer" - Creates a new folder and standard template files for a custom tool you are building.
3. "/training-manager log update" - Prompts the system to capture the current session's key takeaways and save them into the daily memory log.

Tips & Limitations

• Manual Editing: While the tool handles structural management, feel free to manually edit the markdown files. The tool is designed to be compatible with standard text editors.
• Backup: Regularly back up your ~/.openclaw/workspace/ folder. Since this skill manages file-write operations, keeping a git repo version of the folder is highly recommended for auditing changes.
• Conversational Tone: When using the setup command, provide detailed answers to the prompts; the more context you provide about your preferences, the more refined your agent's initial personality will be.