Analyzes AI system states to identify performance plateaus and generate strategic proposals for continuous evolution.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install innovation-catalyst
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 innovation-catalyst 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 Innovation Catalyst?
The Innovation Catalyst is a specialized diagnostic tool designed to maintain the momentum of AI agent development within Openclaw Skills. By monitoring internal states such as memory, tool usage, and event logs, it identifies when an agent has reached a success plateau or is struggling with recurring bottlenecks. This skill serves as the intelligence layer that decides when and how an agent should evolve.
Built to integrate deeply with automated workflows, it synthesizes complex system data into actionable strategic proposals. By utilizing Openclaw Skills like this, developers can ensure their agents don't just perform tasks but actively identify opportunities for structural optimization and new skill acquisition.
Innovation Catalyst Use Cases
- Identifying under-represented skill categories that limit the agent's effectiveness.
- Detecting recurring failures or blocked tasks that indicate a developmental stall.
- Generating automated innovation roadmaps for human or agent-led system upgrades.
- Sending high-level strategic reports to team leads via integrated communication platforms.
How Innovation Catalyst Works
- The skill scans the local environment to ingest data from MEMORY.md, TOOLS.md, and RECENT_EVENTS.md.
- It executes a Gap Analysis to compare current capabilities against task requirements and historical success rates.
- The Stall Detection algorithm identifies patterns of stagnation or repeated execution failures.
- Strategic proposals are generated, outlining specific recommendations for new skills or structural changes.
- The results are formatted and dispatched as a rich notification card using the integrated Feishu helper.
Innovation Catalyst Setup
To deploy this component within your Openclaw Skills directory, ensure the necessary helper dependencies are present.
# Manual execution to trigger a system analysis
node skills/innovation-catalyst/index.js
# Execute and send the report to a specific Feishu target
node skills/innovation-catalyst/index.js --target "ou_xxx"
Innovation Catalyst Data Schema & Taxonomy
The Innovation Catalyst organizes and analyzes data based on the following system files:
| Source File | Data Role |
|---|---|
| MEMORY.md | Provides historical context and long-term state data. |
| TOOLS.md | Lists current capabilities to identify functional gaps. |
| RECENT_EVENTS.md | Tracks short-term performance to detect plateaus or stalls. |
| Feishu Report | The output schema for strategic proposals and innovation seeds. |
Innovation Catalyst Advanced Features
- Protocol-level integration with the gene_gep_innovate_from_opportunity gene for autonomous growth.
- Automated detection of stable_success_plateau triggers to initiate new evolution cycles.
- Cross-skill dependency management via the feishu-evolver-wrapper for seamless reporting.
- Extensible analysis logic that allows for custom innovation triggers within the Openclaw Skills framework.
SKILL.md
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