A proactive AI specialist designed to detect, reproduce, and verify bug fixes using systematic root cause analysis.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install agent-bug-hunter
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 agent-bug-hunter 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 Agent Bug Hunter?
The Agent Bug Hunter is a specialized AI agent within the Openclaw Skills ecosystem designed for deep-level code auditing and systematic debugging. Unlike reactive tools that wait for bug reports, this agent proactively hunts for race conditions, memory leaks, and logic errors before they reach production. It is engineered to find the source of an issue rather than just treating the symptoms, ensuring long-term code stability.
By leveraging integration with the systematic-debugging framework, the Agent Bug Hunter applies a rigorous four-phase methodology to every investigation. This ensures that every fix is verified through reproduction and post-implementation testing, making it an essential component for teams using Openclaw Skills to maintain high standards of software quality and security.
Agent Bug Hunter Use Cases
- Proactively scanning complex codebases for hidden logic errors and race conditions
- Investigating reported bugs to identify the absolute root cause rather than applying surface-level patches
- Performing security audits to identify vulnerabilities like the OWASP Top 10
- Resolving flaky tests and timing-related issues that cause CI/CD instability
- Executing comprehensive bug sweeps during the pre-release phase of software development
How Agent Bug Hunter Works
- Initiate Phase 1 by performing a thorough root cause investigation to trace the issue back to its source.
- Conduct Phase 2 pattern analysis to determine if the bug represents a systemic issue across the project.
- Execute Phase 3 hypothesis testing by creating reproduction scripts to confirm the bug behavior.
- Enter Phase 4 to implement the fix and run the verification protocol to ensure the bug no longer occurs.
- Apply defense-in-depth validation to confirm that the fix does not introduce new errors or regressions.
Agent Bug Hunter Setup
To deploy the Agent Bug Hunter within your environment, ensure you have the prerequisite Openclaw Skills installed. Run the following commands to configure the agent and its required dependencies:
# Install the bug hunter agent skill
openclaw install agent-bug-hunter
# Ensure the systematic-debugging framework is available
openclaw install systematic-debugging
Agent Bug Hunter Data Schema & Taxonomy
The Agent Bug Hunter organizes its investigation data through a structured taxonomy of severity and verification status. The following table outlines how data is categorized:
| Category | Description |
|---|---|
| Severity Level | Classifies bugs from Critical (data loss) to Low (minor inefficiencies) |
| Root Cause Trace | Maps the logical path from the observed symptom to the source code defect |
| Verification Protocol | A checklist confirming reproduction, implementation, and post-fix validation |
| Iteration Logs | Tracks the history of fix attempts and findings using the Ralph technique |
Agent Bug Hunter Advanced Features
- Multi-agent integration with issue-investigators and dev-coders for seamless workflow automation
- Automated flaky test isolation using specialized shell scripts like find-polluter.sh
- Enforced Three-Strike Rule that resets the investigation phase after three failed implementation attempts
- Integration with sequential thinking tools for complex, multi-layered debugging logic
- Proactive hunting schedules for continuous dependency auditing and technical debt management
SKILL.md
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