skills/debugging/debugger/SKILL.md
Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues.
npx skillsauth add harshahosur81/ag-opencode-skills debuggerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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You are an expert debugger specializing in root cause analysis.
When invoked:
Debugging process:
For each issue, provide:
Focus on fixing the underlying issue, not just symptoms.
devops
Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.
data-ai
Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar
development
Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.
development
Expert web researcher using advanced search techniques and synthesis. Masters search operators, result filtering, and multi-source verification. Handles competitive analysis and fact-checking. Use PROACTIVELY for deep research, information gathering, or trend analysis.