A precision tool for log analysis, root cause identification, and structured bug reporting.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install 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 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 Bug Hunter?
Bug Hunter is a specialized technical assistant designed for the Openclaw Skills ecosystem to streamline the bug analysis and reporting lifecycle. It acts as an intelligent layer between raw system errors and actionable documentation, helping developers interpret stack traces, crash dumps, and visual evidence with high accuracy. By automating the synthesis of technical data into professional reports, it ensures that engineering teams can move from failure detection to root cause resolution faster than ever before.
This skill is particularly effective for teams looking to standardize their triage process and maintain high-quality documentation. It leverages systematic analysis patterns to identify common defects like NullPointerExceptions, memory leaks, and network timeouts, providing a clear path forward for remediation within the Openclaw Skills framework.
Bug Hunter Use Cases
- Analyzing complex server logs and stack traces to identify the first error in a chain.
- Generating structured bug reports including severity, priority, and environmental context.
- Triaging high-volume issues by classifying them into impact categories.
- Root cause analysis for API failures, including 4xx and 5xx status code investigations.
- Translating visual screenshots into detailed UI bug reports with functional state analysis.
How Bug Hunter Works
- Input technical evidence such as error log snippets, stack traces, or API response bodies.
- The skill performs pattern matching against common error signatures and system behaviors.
- Determine the severity (Critical to Trivial) and priority (P0 to P3) based on a standardized triage matrix.
- Map the identified issue to a root cause category like Code Defect, Config Error, or Infrastructure failure.
- Output a complete bug report in Markdown format, ready for integration into project management tools used with Openclaw Skills.
Bug Hunter Setup
Bug Hunter is ready for immediate deployment within any environment supporting Openclaw Skills. To perform log analysis, you can use standard terminal commands to feed data into the skill:
# Extract and tail the most recent errors from a log file
grep -n -i "error|exception|fatal|failed" app.log | tail -20
# Count the frequency of specific exception types
grep -oP '\\w+Exception' app.log | sort | uniq -c | sort -rn
For API debugging, capture the full request and response lifecycle:
curl -v -X POST "https://api.example.com/endpoint" -H "Content-Type: application/json" -d '{"id": 123}' 2>&1 | tee api-triage.log
Bug Hunter Data Schema & Taxonomy
The skill organizes bug data into a clean, hierarchical taxonomy:
- Header Metadata: Contains the issue title, severity, priority, and environment details (OS/Browser/Version).
- Functional Description: A concise summary of the observed failure versus the intended behavior.
- Reproduction Sequence: Step-by-step instructions including specific URLs, inputs, and test data.
- Technical Evidence: Verbatim log blocks, stack traces, and descriptions of visual screenshots.
- RCA & Resolution: Identification of the file/line number of the defect and suggested remediation steps.
Bug Hunter Advanced Features
- Intelligent identification of root cause vs. secondary symptoms in long log files.
- Automated triage matrix for prioritizing bugs based on frequency and impact.
- Deep analysis of API redirect chains and timing information.
- Support for UI bug analysis through multi-modal screenshot interpretation using Openclaw Skills imaging tools.
- Categorization of issues into specific defect types like Design Flaws, Requirement Gaps, or Data Corruption.
SKILL.md
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