debug-detectiveActivate this skill whenever a user needs help debugging, diagnosing, or profiling issues in their application. Covers systematic debugging methodology, git...
Install via ClawdBot CLI:
clawdbot install royhk920/debug-detectiveGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://api.example.com/dataAccesses system directories or attempts privilege escalation
/proc/Calls external URL not in known-safe list
https://api.example.com/healthAI Analysis
The skill's content is a legitimate debugging guide with no executable code. The external API endpoints mentioned in the rule-based signals appear to be illustrative examples within the documentation, not actual instructions for the AI to call. There is no evidence of credential harvesting, user intent override, or obfuscation.
Generated Mar 21, 2026
A SaaS company's web app experiences slow page loads and timeouts for some users. The debug detective skill guides developers through systematic isolation using Chrome DevTools for frontend profiling, Node.js debugger for backend bottlenecks, and network debugging with curl to identify whether the issue is in client-side rendering, server response times, or network latency, leading to targeted optimizations.
An e-commerce platform faces slow checkout processes during peak traffic. Using the skill, database administrators apply EXPLAIN ANALYZE to debug inefficient SQL queries, identify missing indexes or locks, and implement fixes to reduce latency, ensuring smooth transaction flows and improved customer experience.
A fintech application built with microservices shows increasing memory usage over time, leading to crashes. Developers leverage the skill's memory leak detection techniques, such as heap profiling and structured logging with OpenTelemetry, to trace leaks across distributed services, pinpointing faulty components for remediation.
A healthcare software system encounters intermittent errors in production that are hard to reproduce locally. The skill provides strategies for using strace for system-level debugging, tcpdump for network analysis, and production debugging workflows to safely diagnose issues without disrupting live operations, ensuring compliance and reliability.
A mobile app development team finds a bug that only occurs on specific devices or OS versions. The debug detective skill helps them apply binary search debugging to isolate code segments, use systematic hypothesis testing to compare environments, and verify fixes across platforms to maintain consistent user experience.
Offer a free tier of the debug detective skill with basic workflows and limited integrations, while charging for premium features like advanced profiling, distributed tracing, and priority support. This attracts individual developers and small teams, converting them to paid plans as their debugging needs grow.
License the skill to large organizations with custom integrations and dedicated support. Provide training workshops on systematic debugging methodologies, tailored to the company's tech stack, generating revenue through licensing fees and consulting services for ongoing maintenance and optimization.
Partner with cloud providers (e.g., AWS, Azure) or IDEs (e.g., VS Code) to embed the debug detective skill as a native feature. Monetize through revenue-sharing agreements or API usage fees, leveraging the platform's user base to scale adoption and provide seamless debugging experiences.
💬 Integration Tip
Integrate the skill into CI/CD pipelines by adding automated debugging checks, such as performance profiling and error analysis, to catch issues early in development stages.
Scored Apr 19, 2026
Audited Apr 17, 2026 · audit v1.0
AI tutoring and education powered by CellCog. Study guides, exam prep, coding tutorials, language learning, math help, science explanations, practice problems — every subject, every level. Explains concepts via diagrams, analogies, worked examples, and interactive lessons.
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