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conradbeach

mantic

by conradbeach

My personal dotfiles.

0🍴 0📅 Jan 21, 2026

SKILL.md


name: mantic description: Semantic code search using Mantic. Use when exploring codebases, finding feature implementations, understanding component functionality, locating definitions/references, or mapping architectural patterns. Use Mantic first before grep, find, or manual file exploration.

Mantic Semantic Code Search

Core Principle

Use Mantic as the initial discovery mechanism. Invoke search_files before attempting to read file lists, guess paths, or use grep/find.

When to Use

  • Finding where functionality is implemented
  • Understanding how components work
  • Locating definitions and references
  • Exploring architecture and patterns
  • Any codebase discovery task

Search Strategy

  1. Natural language queries - Use descriptive phrases, not just keywords

    • Good: "user authentication logic", "stripe payment processing"
    • Bad: "auth", "stripe"
  2. Trust relevance scores - Higher scores indicate closer match to intent

  3. Search a lot of files - Set the max results parameter to a high enough value that you're confident you're finding all the relevant files (or don't set it at all). Mantic is very fast so searching many files is cheap.

  4. Fall back gracefully - Use grep/find if Mantic yields insufficient results

Tools

  • search_files - Primary search tool. Use includeImpact: true for blast radius analysis before changes.
  • analyze_intent - Understand query category and extract keywords
  • session_start/end - Track context across related queries; viewed files get boosted in future searches
  • session_record_view - Record files viewed/modified for context carryover

Score

Total Score

40/100

Based on repository quality metrics

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