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---
name: cli-ninja
description: Master CLI navigation and code exploration using modern command-line tools. Use this skill when navigating repositories, searching for files/text/code patterns, or working with structured data (JSON/YAML/XML). Provides guidance on fd (file finding), rg (text search), ast-grep (code structure), fzf (interactive selection), jq (JSON), and yq (YAML/XML).
---
# CLI Ninja
## Overview
This skill provides guidance for efficient repository navigation and code exploration using modern CLI tools. Each tool serves a specific purpose: `fd` for finding files, `rg` for searching text, `ast-grep` for understanding code structure, `fzf` for interactive selection, `jq` for JSON manipulation, and `yq` for YAML/XML processing.
## Tool Selection Decision Tree
When navigating or exploring a repository, choose the appropriate tool based on the task:
```
What are you looking for?
├─ FILES by name/path/extension?
│ └─ Use: fd
│ └─ Need to select from results? → Pipe to fzf
├─ TEXT/STRINGS in file contents?
│ └─ Use: rg (ripgrep)
│ └─ Need to select from results? → Pipe to fzf
├─ CODE STRUCTURE (functions, classes, imports)?
│ └─ Use: ast-grep
│ └─ Need to select from results? → Pipe to fzf
│ └─ Need to refactor/replace? → Use ast-grep --rewrite
├─ Working with JSON data?
│ └─ Use: jq
└─ Working with YAML or XML data?
└─ Use: yq
```
## Quick Reference Guide
### fd - Find Files
**Basic patterns:**
```bash
# Find by name
fd 'pattern'
# Find by extension
fd -e py # All Python files
fd -e 'test.py$' # Files ending in test.py
# Find in specific directory
fd 'pattern' src/
# Case-insensitive
fd -i readme
# Hidden files
fd -H '.env'
# Exclude patterns
fd -e py -E '*test*'
```
**Common workflows:**
```bash
# Find and edit a config file interactively
fd config | fzf | xargs $EDITOR
# Find all Python files modified in last 7 days
fd -e py -td --changed-within 7d
# Find files by size
fd -e db --size +100m
```
See `references/fd-patterns.md` for comprehensive patterns and flags.
### rg - Search Text/Strings
**Basic patterns:**
```bash
# Basic search
rg 'search_term'
# Case-insensitive
rg -i 'search_term'
# Whole word only
rg -w 'word'
# With context lines
rg -C 3 'pattern' # 3 lines before/after
rg -B 2 -A 5 'pattern' # 2 before, 5 after
# Specific file types
rg -t py 'import' # Python files
rg -t rust 'fn main' # Rust files
```
**Advanced usage:**
```bash
# Search with line numbers and file names
rg -n 'pattern'
# Multiline search
rg -U 'pattern.*spanning.*lines'
# Exclude patterns
rg 'TODO' -g '!*test*'
# Search in specific directories
rg 'pattern' src/ core/
# JSON output for scripting
rg --json 'pattern'
```
**Interactive workflows:**
```bash
# Search and open in editor
rg -l 'TODO' | fzf | xargs $EDITOR
# Search with preview
rg --line-number 'pattern' | fzf --preview 'bat --color=always {1} --highlight-line {2}'
```
See `references/rg-patterns.md` for regex tips and advanced patterns.
### ast-grep - Find Code Structure
**Philosophy:** ast-grep searches code by structure, not strings. It understands programming language syntax and semantics.
**Basic patterns:**
**Python:**
```bash
# Find all function definitions
ast-grep --pattern 'def $FUNC($$$)' -l py
# Find specific function calls
ast-grep --pattern 'player.play($$$)' -l py
# Find class definitions
ast-grep --pattern 'class $CLASS:' -l py
# Find all imports of a module
ast-grep --pattern 'from $MOD import $$$' -l py
ast-grep --pattern 'import $MOD' -l py
# Find type annotations
ast-grep --pattern 'def $FUNC($$$) -> $TYPE:' -l py
```
**JavaScript/TypeScript:**
```bash
# Find React components
ast-grep --pattern 'function $COMP() { $$$ }' -l tsx
# Find useState hooks
ast-grep --pattern 'const [$STATE, $SETTER] = useState($$$)' -l tsx
# Find async functions
ast-grep --pattern 'async function $FUNC($$$) { $$$ }' -l js
# Find imports
ast-grep --pattern 'import $$ from "$MODULE"' -l ts
```
**Rust:**
```bash
# Find function definitions
ast-grep --pattern 'fn $FUNC($$$) { $$$ }' -l rs
# Find struct definitions
ast-grep --pattern 'struct $NAME { $$$ }' -l rs
# Find impl blocks
ast-grep --pattern 'impl $TRAIT for $TYPE { $$$ }' -l rs
# Find macro usage
ast-grep --pattern 'println!($$$)' -l rs
```
**Go:**
```bash
# Find function definitions
ast-grep --pattern 'func $FUNC($$$) $$$ { $$$ }' -l go
# Find struct definitions
ast-grep --pattern 'type $NAME struct { $$$ }' -l go
# Find interface implementations
ast-grep --pattern 'func ($RECV $TYPE) $METHOD($$$) $$$ { $$$ }' -l go
# Find goroutines
ast-grep --pattern 'go $FUNC($$$)' -l go
```
**Zig:**
```bash
# Find function definitions
ast-grep --pattern 'pub fn $FUNC($$$) $$$ { $$$ }' -l zig
# Find struct definitions
ast-grep --pattern 'const $NAME = struct { $$$ };' -l zig
# Find test functions
ast-grep --pattern 'test "$NAME" { $$$ }' -l zig
# Find error handling
ast-grep --pattern 'try $EXPR' -l zig
```
**Ruby:**
```bash
# Find method definitions
ast-grep --pattern 'def $METHOD($$$); $$$; end' -l rb
# Find class definitions
ast-grep --pattern 'class $CLASS; $$$; end' -l rb
# Find blocks
ast-grep --pattern '$EXPR do |$PARAM|; $$$; end' -l rb
# Find Rails routes
ast-grep --pattern 'get "$PATH", to: "$HANDLER"' -l rb
```
**Refactoring with ast-grep:**
```bash
# Rename a function across the codebase
ast-grep --pattern 'old_function($$$)' --rewrite 'new_function($$$)' -l py --interactive
# Update API calls
ast-grep --pattern 'api.v1.$METHOD($$$)' --rewrite 'api.v2.$METHOD($$$)' -l py
# Modernize code patterns
ast-grep --pattern 'var $VAR = $EXPR' --rewrite 'const $VAR = $EXPR' -l js
```
**Interactive workflows:**
```bash
# Find and select a function to edit
ast-grep --pattern 'def $FUNC($$$)' -l py | fzf | cut -d: -f1 | xargs $EDITOR
# Find all TODOs in code comments (use rg instead)
rg 'TODO|FIXME' | fzf
```
See `references/ast-grep-guide.md` for comprehensive patterns across all languages.
### fzf - Interactive Selection
**Basic usage:**
```bash
# Pipe any list to fzf for selection
command | fzf
# Multi-select mode
command | fzf -m
# With preview window
command | fzf --preview 'bat {}'
```
**Preview configurations:**
```bash
# Preview files with syntax highlighting
fd -t f | fzf --preview 'bat --color=always {}'
# Preview with line numbers
rg --line-number 'pattern' | fzf --preview 'bat --color=always {1} --highlight-line {2}'
# Preview JSON files
fd -e json | fzf --preview 'jq . {}'
# Custom preview window size
fzf --preview 'cat {}' --preview-window=right:50%
```
**Keybindings:**
```bash
# ctrl-t: Paste selected files
# ctrl-r: Paste from history
# alt-c: cd into selected directory
# Custom keybindings
fzf --bind 'ctrl-y:execute-silent(echo {} | pbcopy)'
```
See `references/fzf-workflows.md` for advanced interactive workflows.
### jq - JSON Processing
**Basic queries:**
```bash
# Pretty print
jq . file.json
# Extract field
jq '.name' file.json
# Array indexing
jq '.[0]' file.json
# Nested access
jq '.user.name' file.json
# Array operations
jq '.[] | .name' file.json
```
**Common transformations:**
```bash
# Filter arrays
jq '.users[] | select(.active == true)' file.json
# Map over arrays
jq '.users | map(.name)' file.json
# Sorting
jq '.users | sort_by(.age)' file.json
# Group by
jq 'group_by(.category)' file.json
# Count items
jq '.items | length' file.json
# Keys extraction
jq 'keys' file.json
```
**Advanced usage:**
```bash
# Multiple filters
jq '.users[] | select(.age > 18) | .name' file.json
# Construct new objects
jq '{name: .firstName, email: .emailAddress}' file.json
# Combine multiple files
jq -s '.[0] + .[1]' file1.json file2.json
# Read from stdin
curl -s https://api.example.com/data | jq '.results[]'
```
See `references/jq-cookbook.md` for comprehensive transformations.
### yq - YAML/XML Processing
**YAML queries:**
```bash
# Pretty print
yq . file.yaml
# Extract field
yq '.name' file.yaml
# Nested access
yq '.services.web.image' docker-compose.yml
# Array operations
yq '.dependencies[]' file.yaml
# Convert to JSON
yq -o json . file.yaml
```
**XML queries:**
```bash
# Parse XML
yq -p xml . file.xml
# Extract elements
yq -p xml '.root.element' file.xml
# Convert XML to JSON
yq -p xml -o json . file.xml
```
**Common operations:**
```bash
# Update values
yq '.version = "2.0"' file.yaml
# Merge files
yq '. *= load("other.yaml")' file.yaml
# Filter arrays
yq '.items[] | select(.enabled == true)' file.yaml
```
See `references/yq-examples.md` for YAML/XML processing patterns.
## Combination Workflows
Real-world tasks often combine multiple tools:
### 1. Find and Edit Files with Context
```bash
# Find Python files containing a function, preview them, then edit
rg -l 'def process_data' -t py | fzf --preview 'rg -C 5 "def process_data" {}' | xargs $EDITOR
```
### 2. Code Refactoring Workflow
```bash
# Find all usages of a function across the codebase
ast-grep --pattern 'old_function($$$)' -l py | fzf -m
# Then refactor with interactive confirmation
ast-grep --pattern 'old_function($$$)' --rewrite 'new_function($$$)' -l py --interactive
```
### 3. Interactive Configuration Explorer
```bash
# Find config files and explore their structure
fd -e json -e yaml | fzf --preview 'bat --color=always {} --style=numbers'
# Or with jq/yq preview
fd -e json | fzf --preview 'jq . {}'
fd -e yaml | fzf --preview 'yq . {}'
```
### 4. Find Related Code
```bash
# Find a class definition, then find all its usages
CLASS=$(ast-grep --pattern 'class $NAME:' -l py | fzf | cut -d: -f2)
rg -w "$CLASS" --type py
```
### 5. Dependency Analysis
```bash
# Find all imports of a module
ast-grep --pattern 'from mymodule import $$$' -l py -t python
# Combine with text search for dynamic imports
rg 'importlib.*mymodule' -t py
```
### 6. Multi-File Search and Replace
```bash
# Find files with pattern, select multiple, and apply changes
rg -l 'TODO.*urgent' | fzf -m | xargs sed -i '' 's/TODO.*urgent/DONE/g'
```
### 7. Code Structure Analysis
```bash
# Find all functions in a module, count them
ast-grep --pattern 'def $FUNC($$$)' -l py src/module.py | wc -l
# Find function complexity (functions with many parameters)
ast-grep --pattern 'def $FUNC($A, $B, $C, $D, $E, $$$)' -l py
```
See `scripts/combo-search.sh` and `scripts/interactive-code-finder.sh` for reusable combination workflows.
## Best Practices
### Performance Tips
1. **Use the right tool for the job:**
- File names → `fd`
- Text content → `rg`
- Code structure → `ast-grep`
2. **Narrow your search scope:**
```bash
# Good: Search specific directory
rg 'pattern' src/
# Better: Search specific file types
rg 'pattern' -t py src/
```
3. **Use `.gitignore` respect:**
- Both `fd` and `rg` respect `.gitignore` by default
- Use `-u` or `--no-ignore` to override when needed
### Pattern Matching Tips
1. **ast-grep patterns:**
- Use `$VAR` for single identifiers
- Use `$$$` for arbitrary code sequences
- Use `$$` for statement lists
2. **ripgrep regex:**
- Use `-F` for literal strings (faster)
- Use `-w` for whole words
- Use `\b` for word boundaries
3. **fzf fuzzy matching:**
- Space for AND search: `foo bar` matches files with both
- `|` for OR search: `foo|bar`
- `^` for prefix match, `$` for suffix match
### Debugging Searches
```bash
# See what rg is searching
rg --debug 'pattern' 2>&1 | head -20
# Dry-run ast-grep refactoring
ast-grep --pattern 'old' --rewrite 'new' --interactive
# Test jq queries incrementally
echo '{"name":"test"}' | jq .
echo '{"name":"test"}' | jq '.name'
```
## Resources
This skill includes bundled resources to support CLI navigation:
### scripts/
Example scripts demonstrating tool combinations:
- `combo-search.sh` - Common combination workflows
- `interactive-code-finder.sh` - Interactive ast-grep + fzf workflow
### references/
Comprehensive guides for each tool:
- `fd-patterns.md` - File finding patterns and flags
- `rg-patterns.md` - Text search patterns and regex tips
- `ast-grep-guide.md` - Code structure patterns for Python, Zig, Go, Ruby, JS/TS, Rust
- `fzf-workflows.md` - Interactive selection and preview configurations
- `jq-cookbook.md` - JSON transformations and filters
- `yq-examples.md` - YAML/XML processing examples