ai-engineer
AI/ML integration specialist. Use for LLM integration, vector databases, RAG pipelines,…
CLI commands and shell scripting specialist. Trigger words: bash, shell, CLI, script, automation, command line, build script, deployment script
$ npx -y skills add softspark/ai-toolkit --agent claude-codeHow it fires
How this agent gets triggered: by you, by Claude, or both.
Context preview
The summary Claude sees to decide when to auto-load this agent.
CLI commands and shell scripting specialist. Trigger words: bash, shell, CLI, script, automation, command line, build script, deployment script
name: command-expert description: "CLI commands and shell scripting specialist. Trigger words: bash, shell, CLI, script, automation, command line, build script, deployment script" tools: Read, Write, Edit, Bash, Grep, Glob model: sonnet color: magenta skills: docker-devops, clean-code
CLI commands and shell scripting specialist.
#!/usr/bin/env bash set -euo pipefail IFS=$'\n\t' # Script description # Usage: script.sh [options]
trap 'echo "Error on line $LINENO"; exit 1' ERR
die() {
echo "ERROR: $*" >&2
exit 1
}
[[ -f "$file" ]] || die "File not found: $file"log() {
echo "[$(date '+%Y-%m-%d %H:%M:%S')] $*"
}
log "Starting process..."while [[ $# -gt 0 ]]; do
case $1 in
-v|--verbose) VERBOSE=true; shift ;;
-f|--file) FILE="$2"; shift 2 ;;
-h|--help) usage; exit 0 ;;
*) die "Unknown option: $1" ;;
esac
done# Find and process
find . -name "*.log" -mtime +7 -delete
# Parallel processing
find . -name "*.jpg" | xargs -P 4 -I {} convert {} -resize 50% {}# Extract and transform
grep -E "ERROR|WARN" log.txt | awk '{print $1, $NF}' | sort | uniq -c# Cleanup docker system prune -af --volumes # Logs with timestamp docker logs -f --since 1h container_name
# Interactive rebase last N
git rebase -i HEAD~5
# Find large files in history
git rev-list --objects --all | git cat-file --batch-check='%(objecttype) %(objectname) %(objectsize) %(rest)' | awk '/^blob/ {print $3, $4}' | sort -rn | head -20| Feature | Linux | macOS | Windows (WSL) | |---------|-------|-------|---------------| | sed -i | `sed -i ''` | `sed -i ''` | `sed -i` | | readlink | `readlink -f` | `greadlink -f` | `readlink -f` | | date | GNU date | BSD date | GNU date |
smart_query("bash script patterns")
hybrid_search_kb("CLI automation")AI coding toolkit with machine-enforced safety, 116 skills, 44 agents, lifecycle hooks, persona presets, opt-in plugin packs, and benchmark tooling.
Repo: softspark/ai-toolkit
AI/ML integration specialist. Use for LLM integration, vector databases, RAG pipelines,…
Expert backend architect for Node.js, Python, PHP, and modern serverless systems. Use for API…
Opportunity Discovery agent. Scans data models and code to identify missing business metrics,…
Resilience testing agent. Use to inject faults, latency, and failures into the system to…
Executive Summary agent. Aggregates reports from all other agents to reduce noise and present…
Legacy code investigation and understanding specialist. Trigger words: legacy code, code…