Clawtrix Dev Intel surfaces high-impact developer tooling skills from ClawHub by analyzing your AI agent's specific mission and technical stack.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install clawtrix-dev-intel
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 clawtrix-dev-intel 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 Clawtrix Dev Intel?
Clawtrix Dev Intel is a specialized intelligence tool designed to optimize the performance of AI coding agents. Unlike generic popularity lists, it provides highly personalized recommendations for Openclaw Skills based on an agent's SOUL.md file, primary programming languages, and specific workflow gaps. It serves as a strategic discovery layer that ensures your agents are equipped with the most relevant tools for CI/CD, automated testing, and code review.
By leveraging a sophisticated scoring matrix and dev-specific filters, Clawtrix Dev Intel helps teams decide which capabilities to integrate versus which to build from scratch. It is particularly effective for organizations looking to scale their AI-driven development pipelines by ensuring that every agent has a refined, secure, and updated toolset.
Clawtrix Dev Intel Use Cases
- Onboarding new coding agents and performing an initial stack audit to ensure they have the right capabilities from day one.
- Identifying specific Openclaw Skills to fill capability gaps such as CI/CD pipeline creation, test coverage reporting, or automated pull request reviews.
- Conducting weekly discovery runs to stay updated on new releases and high-signal updates for watched developer tools.
- Auditing an existing agent's stack to remove redundant tools and ensure compatibility with current security standards.
How Clawtrix Dev Intel Works
- The skill parses the agent's SOUL.md to extract the primary tech stack, current workflows, and explicit capability gaps.
- It executes a targeted search sequence via the ClawHub API across categories like CI/CD, testing, and git workflows using the agent's specific stack as a filter.
- Candidate skills are passed through the Clawtrix scoring matrix, evaluating mission relevance, community signals, and recency.
- A security and compatibility filter is applied to verify publisher credibility and ensure the skill isn't already installed.
- The process generates a concise report containing the top 3 recommended Openclaw Skills with installation commands and rationale.
Clawtrix Dev Intel Setup
To install the discovery tool and prepare your environment for finding new Openclaw Skills, use the following commands:
# Install the Clawtrix Dev Intel skill
clawhub install clawtrix-dev-intel
# Run the initial discovery sequence for your agent
clawhub run clawtrix-dev-intel --mode full-audit
Clawtrix Dev Intel Data Schema & Taxonomy
The skill organizes its intelligence reports and metadata using a structured taxonomy in the agent's memory directory:
| File Type | Path | Purpose |
|---|---|---|
| Intelligence Report | memory/reports/dev-intel-YYYY-MM-DD.md |
Contains the top 3 recommendations and audit summary. |
| Scoring Matrix | Internal JSON | Defines weights for relevance, recency, and trust dimensions. |
| Watched Slugs | Internal List | Tracks high-signal repositories like pskoett/self-improving-agent. |
| Metadata | YAML | Stores version history and publisher verification data. |
Clawtrix Dev Intel Advanced Features
- n8n Workflow Conversion: Specialized search queries to find Openclaw Skills that bridge the gap between AI agents and n8n automation platforms.
- Automated Security Auditing: Integration with security-audit-toolkit patterns to flag vulnerable or untrusted publishers before recommendation.
- Personalized Scoring Engine: A dynamic matrix that adjusts skill weightings based on whether an agent's mission is focused on production code or internal tooling.
- Stack-Aware Filtering: Ensures that recommended tools are strictly compatible with the agent's framework (e.g., preventing Go tools from being recommended to a Rails agent).
SKILL.md
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