Skills Development Semantic File Discovery For Codebases

Semantic File Discovery For Codebases

v20260423
vexor-cli
Vexor CLI is a powerful tool for developers needing to locate code, functions, or documentation sections within large repositories based on *intent* rather than exact keywords or file paths. It provides semantic discovery, making it invaluable when manual searching or simple text matching fails, helping developers understand the implementation logic across complex codebases.
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Overview

Vexor CLI Skill

When to Use

  • You need to locate files by intent rather than exact filename or text match.
  • The repository is large enough that manual browsing or naive grep is too slow or ambiguous.
  • You want semantic discovery of where something is implemented, loaded, defined, or documented.

Goal

Find files by intent (what they do), not exact text.

Use It Like This

  • Use vexor first for intent-based file discovery.
  • If vexor is missing, follow references/install-vexor.md.

Command

vexor "<QUERY>" [--path <ROOT>] [--mode <MODE>] [--ext .py,.md] [--exclude-pattern <PATTERN>] [--top 5] [--format rich|porcelain|porcelain-z]

Common Flags

  • --path/-p: root directory (default: current dir)
  • --mode/-m: indexing/search strategy
  • --ext/-e: limit file extensions (e.g., .py,.md)
  • --exclude-pattern: exclude paths by gitignore-style pattern (repeatable; .js**/*.js)
  • --top/-k: number of results
  • --include-hidden: include dotfiles
  • --no-respect-gitignore: include ignored files
  • --no-recursive: only the top directory
  • --format: rich (default) or porcelain/porcelain-z for scripts
  • --no-cache: in-memory only, do not read/write index cache

Modes (pick the cheapest that works)

  • auto: routes by file type (default)
  • name: filename-only (fastest)
  • head: first lines only (fast)
  • brief: keyword summary (good for PRDs)
  • code: code-aware chunking for .py/.js/.ts (best default for codebases)
  • outline: Markdown headings/sections (best for docs)
  • full: chunk full file contents (slowest, highest recall)

Troubleshooting

  • Need ignored or hidden files: add --include-hidden and/or --no-respect-gitignore.
  • Scriptable output: use --format porcelain (TSV) or --format porcelain-z (NUL-delimited).
  • Get detailed help: vexor search --help.
  • Config issues: vexor doctor or vexor config --show diagnoses API, cache, and connectivity (tell the user to set up).

Examples

# Find CLI entrypoints / commands
vexor search "typer app commands" --top 5
# Search docs by headings/sections
vexor search "user authentication flow" --path docs --mode outline --ext .md --format porcelain
# Locate config loading/validation logic
vexor search "config loader" --path . --mode code --ext .py
# Exclude tests and JavaScript files
vexor search "config loader" --path . --exclude-pattern tests/** --exclude-pattern .js

Tips

  • First time search will index files (may take a minute). Subsequent searches are fast. Use longer timeouts if needed.
  • Results return similarity ranking, exact file location, line numbers, and matching snippet preview.
  • Combine --ext with --exclude-pattern to focus on a subset (exclude rules apply on top).

Limitations

  • Use this skill only when the task clearly matches the scope described above.
  • Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
  • Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
Info
Category Development
Name vexor-cli
Version v20260423
Size 3.32KB
Updated At 2026-04-24
Language