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m1rl0k AI Skills

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Browse published AI skills maintained by m1rl0k. Compare skill descriptions and follow each source repository for setup instructions.

Author statistics

Indexed skills

2

Repository stars across indexed skills

606

Repository forks

68

Average repository stars per indexed skill

303

Repository stars may repeat across skills from the same repository.

Popular categories

tools knowledge base2development automation tools2development debugging2data ai automation tools2data ai debugging2business automation tools2

Recent indexing activity

mcp-tool-selection2026-01-20context-engine2026-01-20

2 skills

Browse skills

GitHub

mcp-tool-selection

m1rl0k

Decision rules for when to use MCP Qdrant-Indexer semantic search vs grep/literal file tools. Use this skill when starting exploration, debugging, or answering "where/why" questions about code.

☆ 303View skill
GitHub

context-engine

m1rl0k

Codebase search and context retrieval for any programming language. Hybrid semantic/lexical search with neural reranking. Use for code lookup, finding implementations, understanding codebases, Q&A grounded in s...

☆ 303View skill

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.