A comprehensive workspace management tool for Openclaw Skills designed to scaffold, log, and validate AI agent behaviors and memories.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install training-manager
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install training-manager using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Training Manager?
The Training Manager is an essential utility for developers and power users looking to maintain a high-performance Openclaw Skills environment. It acts as an automated workspace architect, ensuring that core behavioral files like SOUL.md and AGENTS.md are correctly structured and updated. By bridging the gap between raw user feedback and structured system prompts, it ensures your AI agent evolves predictably and remains aligned with your specific operational requirements.
This skill provides a robust suite of maintenance tools, from interactive onboarding and skill generation to deep workspace analysis. It handles the heavy lifting of file management and metadata validation, allowing you to focus on refining the agent's personality and technical capabilities. Whether you are building a new agent from scratch or managing a complex multi-skill deployment, Training Manager keeps your Openclaw Skills workspace lean, secure, and optimized for maximum injection efficiency.
Training Manager Use Cases
- Initializing a new AI agent workspace with standardized file structures.
- Converting conversational user feedback into structured behavioral rules for Openclaw Skills.
- Rapidly prototyping new agent capabilities through automated skill scaffolding.
- Consolidating fragmented training updates into clean, permanent documentation.
- Auditing workspace health to prevent prompt bloat and character limit issues.
How Training Manager Works
- The skill detects the presence of core workspace files and triggers an interactive setup or manual scaffold.
- User preferences regarding tone and communication are translated into technical directives within SOUL.md.
- Daily interactions and corrections are logged into timestamped memory files to build long-term agent context.
- Periodic validation checks ensure that all Openclaw Skills metadata and YAML frontmatter remain technically sound.
- Deep analysis routines scan for redundant rules or approaching character limits to maintain optimal prompt performance.
Training Manager Setup
To initialize your workspace using the Training Manager for Openclaw Skills, run the following commands in your terminal:
# Set your workspace directory (optional default is ~/.openclaw/workspace/)
export OPENCLAW_WORKSPACE="~/my-agent-workspace/"
# Invoke the manager to start interactive setup
/training-manager
# Or manually scaffold the directory structure
bash scripts/scaffold.sh
Training Manager Data Schema & Taxonomy
The Training Manager organizes data across several specialized Markdown files to ensure modularity within Openclaw Skills:
| File | Purpose | Storage Type |
|---|---|---|
| IDENTITY.md | Name, role, and versioning | Metadata |
| SOUL.md | Tone, boundaries, and personality | System Prompt |
| AGENTS.md | Instructions and behavioral rules | System Prompt |
| MEMORY.md | Long-term curated facts | Context |
| memory/*.md | Daily session logs | Append-only |
| skills/*/SKILL.md | Individual skill definitions | Functional |
Training Manager Advanced Features
- Instruction Override Protection: Scans all incoming training content for prompt injection attacks or malicious overrides.
- Automated Consolidation: Identifies and merges fragmented 'Training Update' sections to prevent file bloat.
- Deep Workspace Analysis: Detects cross-file rule duplication and stale files not modified in 90+ days.
- Snapshot Backups: Creates timestamped tarball exports of the entire training state for disaster recovery.
- Metadata Gating: Validates that all generated Openclaw Skills contain required binaries and environment variable definitions.
SKILL.md
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