lightonai/next-plaid/install-2

Claude Code and agent skill by lightonai/next-plaid

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Install

npx vskill@latest install lightonai/next-plaid/install-2

SKILL.md

Semantic Code Search

This repository has colgrep installed - a semantic code search CLI.

Use `colgrep` as your PRIMARY search tool instead of Search / Grep / Glob.

Quick Reference

bash
# Basic semantic search
colgrep "<natural language query>" --results 10 # Basic search
colgrep "<query>" -k 25 # Exploration (more results)
colgrep "<query>" ./src/parser # Search in specific folder
colgrep "<query>" ./src/main.rs # Search in specific file
colgrep "<query>" ./src/main.rs ./src/lib.rs # Search in multiple files
colgrep "<query>" ./crate-a ./crate-b # Search multiple directories
# File filtering
colgrep --include="*.rs" "<query>" # Include only .rs files
colgrep --include="src/**/*.rs" "<query>" # Recursive glob pattern
colgrep --include="*.{rs,md}" "<query>" # Multiple file types (brace expansion)
colgrep --exclude="*.test.ts" "<query>" # Exclude test files
colgrep --exclude-dir=vendor "<query>" # Exclude vendor directory
# Pattern-only search (no semantic query needed)
colgrep -e "<pattern>" # Search by pattern only
colgrep -e "async fn" --include="*.rs" # Pattern search with file filter
# Hybrid search (text + semantic)
colgrep -e "<text>" "<semantic query>" # Hybrid: text + semantic
colgrep -e "<regex>" -E "<semantic query>" # Hybrid with extended regex (ERE)
colgrep -e "<literal>" -F "<semantic query>" # Hybrid with fixed string (no regex)
colgrep -e "<word>" -w "<semantic query>" # Hybrid with whole word match
# Output options
colgrep -l "<query>" # List files only
colgrep -n 6 "<query>" # Show 6 context lines (use -n for more context)
colgrep --json "<query>" # JSON output

Grep-Compatible Flags

FlagDescriptionExample
-e <PATTERN>Text pattern pre-filtercolgrep -e "async" "concurrency"
-EExtended regex (ERE) for -e`colgrep -e "async\await" -E "concurrency"`
-FFixed string (no regex) for -ecolgrep -e "foo[bar]" -F "query"
-wWhole word match for -ecolgrep -e "test" -w "testing"
-k, --resultsNumber of results to returncolgrep --results 20 "query"
-n, --linesNumber of context lines (default: 6)colgrep -n 10 "query"
-lList files onlycolgrep -l "authentication"
-rRecursive (default, for compatibility)colgrep -r "query"
--includeInclude files matching pattern (repeatable)colgrep --include="*.py" "query"
--excludeExclude files matching patterncolgrep --exclude="*.min.js" "query"
--exclude-dirExclude directoriescolgrep --exclude-dir=node_modules "query"

Notes:

  • -F takes precedence over -E (like grep)
  • Default exclusions always apply: .git, node_modules, target, .venv, __pycache__
  • When running from a subdirectory, results are restricted to that subdirectory. To search the full project, specify . or .. as the path
  • Multiple --include patterns use OR logic (matches if file matches any pattern)
  • Brace expansion is supported: *.{rs,md,py} expands to match all three types

When to Use What

TaskTool
Find code by intent/descriptioncolgrep "query" -k 10
Explore/understand a systemcolgrep "query" -k 25 (increase k)
Search by pattern onlycolgrep -e "pattern" (no semantic query)
Know text exists, need contextcolgrep -e "text" "semantic query"
Literal text with special charscolgrep -e "foo[0]" -F "semantic query"
Whole word matchcolgrep -e "test" -w "testing utilities"
Search in a specific filecolgrep "query" ./src/main.rs
Search in multiple filescolgrep "query" ./src/main.rs ./src/lib.rs
Search specific file typecolgrep --include="*.ext" "query"
Search multiple file typescolgrep --include="*.{rs,md,py}" "query"
Exclude test filescolgrep --exclude="*_test.go" "query"
Exclude vendor directoriescolgrep --exclude-dir=vendor "query"
Search in specific directoriescolgrep --include="src/**/*.rs" "query"
Search multiple directoriescolgrep "query" ./src ./lib ./api
Search CI/CD configscolgrep --include="**/.github/**/*" "q" .
Need more context linescolgrep -n 10 "query"
Exact string/regex match onlyBuilt-in Grep tool
Find files by nameBuilt-in Glob tool

Key Rules

  1. Default to `colgrep` for any code search
  2. Increase `--results` (or -k) when exploring (20-30 results)
  3. Use `-e` for hybrid text+semantic filtering
  4. Use `-E` with -e for extended regex (alternation |, quantifiers +?, grouping ())
  5. Use `-F` with -e when pattern contains regex special characters you want literal
  6. Use `-w` with -e to avoid partial matches (e.g., "test" won't match "testing")
  7. Use `--exclude`/`--exclude-dir` to filter out noise (tests, vendors, generated code)
  8. Use brace expansion for multiple file types (e.g., --include="*.{rs,md,py}")
  9. Agents should use `colgrep` - when spawning Task/Explore agents, they should also use colgrep instead of Grep

Need Help?

Run colgrep --help for complete documentation on all flags and options.

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Source

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186
Repository forks
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7-day trend score
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Stars and forks are for the whole GitHub repository, not this skill alone. Refreshed 16 Mar 2026, 7 months ago.

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