ai-toolkit

Professional-grade AI coding toolkit with multi-platform support. Machine-enforced safety, 108 skills, 44 agents, expanded lifecycle hooks, persona presets, experimental opt-in plugin packs, and benchmark tooling — works with Claude Code, Claude Chat/Cowork, Cursor, Devin, Copilot, Gemini, Cline, Roo/Zoo Code, Aider, Augment, Google Antigravity, Codex CLI, and opencode.

What's New in v4.15.1

v4.15.1 fixes Copilot project upgrades and profile downgrades that could leave obsolete toolkit instructions, prompts, and hooks active.

• Complete legacy cleanup: byte-exact generated files from v3.0.0 through v4.14.1 are recognized and removed when switching a project to minimal.
• No user-file deletion: unmarked prompts and instructions that do not match a historical toolkit artifact remain untouched.
• Race-safe removal: managed cleanup uses pinned directory descriptors and transactional rollback instead of path-based deletion.

See CHANGELOG.md for full history.

Table of Contents

• Install
• Platform Support
• What You Get
• Architecture
• Key Features
• Key Slash Commands
• Getting Started
• Documentation
• Contributing
• Security
• License
• Changelog

Install

# Option A: install globally (once per machine)
npm install -g @softspark/ai-toolkit
ai-toolkit install

# Option B: try without installing (npx)
npx @softspark/ai-toolkit install

That's it. Claude Code picks up 108 skills, 44 agents, quality hooks, and the safety constitution automatically.

Windows: WSL is the recommended runtime. Native Windows works when Git Bash is available for hook scripts; dependency hints cover winget, Chocolatey, and Scoop. See Windows Support.

Update

npm install -g @softspark/ai-toolkit@latest && ai-toolkit update

Per-Project Setup

cd your-project/
ai-toolkit install --local                        # Claude Code only
ai-toolkit install --local --editors all          # + all editors
ai-toolkit install --local --editors cursor,aider # + specific editors
ai-toolkit update --local                         # auto-detects editors

Plugin Management

ai-toolkit plugin list                            # show available packs
ai-toolkit plugin install --editor all --all      # install all for Claude Code + Codex
ai-toolkit plugin status --editor all             # show what's installed

Claude Chat / Desktop / Cowork

The Claude app does not read Claude Code's ~/.claude/rules/ or CLAUDE.md. Export and upload the app-native plugin instead:

ai-toolkit claude-app export --verify
# Claude > Customize > Plugins > + > Upload plugin
# Paste the generated *-global-instructions.md into:
# Settings > Cowork > Global instructions

Re-export and re-upload after toolkit or registered-rule updates. Skills work in Chat and Cowork; hooks and sub-agents are active only in Cowork.

Install Profiles

ai-toolkit install --profile minimal    # agents + skills only
ai-toolkit install --profile standard   # full install (default)
ai-toolkit install --profile strict     # full + git hooks

Verify & Repair

ai-toolkit validate          # check integrity
ai-toolkit doctor --fix      # auto-repair

See CLI Reference for all commands and options.

Platform Support

Claude Code is always installed (primary platform). Other editors are selected with --editors; the Claude app uses the separate claude-app export flow because its customization store is UI/plugin-managed. The Hooks column marks platforms with lifecycle enforcement. Platforms marked — receive guidance without blocking hooks.

What You Get

Architecture

ai-toolkit/
├── app/
│   ├── agents/          # 44 agent definitions
│   ├── skills/          # 108 skills (task / hybrid / knowledge)
│   ├── rules/           # Source rules synced into Claude/editor rule files
│   ├── hooks/           # Hook scripts (28 entries, 14 lifecycle events)
│   ├── claude-app/      # Generated Chat/Cowork plugin rules, hooks, instructions
│   ├── plugins/         # 11 experimental plugin packs (opt-in)
│   ├── output-styles/   # System prompt output style overrides
│   ├── constitution.md  # 7 immutable safety articles
│   └── ARCHITECTURE.md  # Full system design
├── kb/                  # Reference docs, procedures, plans
├── scripts/             # Validation, install, evaluation scripts
├── tests/               # Bats test suite (1377 tests)
└── CHANGELOG.md

Distribution: Symlink-based for agents/skills, copy-based for hooks. Run ai-toolkit update after npm install — all projects pick up changes instantly. See Distribution Model.

Key Features

Machine-enforced constitution — 7-article safety constitution enforced via PreToolUse hooks that actually block rm -rf, DROP TABLE, and irreversible operations. Not just documentation.

29 lifecycle hooks — Executable scripts across 14 events (SessionStart → SessionEnd, plus InstructionsLoaded + ConfigChange). Guards, governance, quality gates, session persistence, MCP health checks, revert protection, test-cohesion enforcement, loop guard, search-first discipline. See Hooks Catalog.

Security scanning — /skill-audit for code-level risks, /cve-scan for dependency CVEs. Both CI-ready with exit codes.

Iron Law enforcement — /tdd, debugging-tactics, and verification-before-completion enforce non-negotiable gates with anti-rationalization tables. 15 skills total include rationalization resistance.

Multi-language quality gates — Stop hook runs lint + type checks across Python, TypeScript, PHP, Dart, Go after every response.

Agent verification checklists — 10 agents include exit criteria that must be met before presenting results.

Two-stage review — /subagent-development runs Implementer → Spec Review → Quality Review per task.

Persistent memory — memory-pack plugin: SQLite + FTS5 search across past sessions.

Local product telemetry — ai-toolkit stats --summary reports total invocations, skill coverage, unused catalog skills, recent activity, and top skills from local usage data.

Persona presets — 4 roles (backend-lead, frontend-lead, devops-eng, junior-dev) adjust style and priorities.

Config inheritance — Enterprise extends system with constitution immutability and enforcement constraints. See Enterprise Config Guide.

70 language rules — 13 languages + common, 5 categories each. Auto-detected or explicit --lang. See Language Rules.

26 MCP templates — Ready-to-use configs for GitHub, PostgreSQL, Slack, Jira, Sentry, and more. See MCP Templates.

See Unique Features for detailed descriptions of all differentiators.

Key Slash Commands

/workflow Types

feature-development    backend-feature       frontend-feature
api-design             database-evolution    test-coverage
security-audit         codebase-onboarding   spike
debugging              incident-response     performance-optimization
infrastructure-change  application-deploy    proactive-troubleshooting

Multi-Agent Skill Selection

Need multi-agent coordination?
├── Know your domains? → /orchestrate (ad-hoc, 3-6 agents)
├── Have a known pattern? → /workflow <type> (15 templates)
├── Need consensus/map-reduce? → /swarm <mode>
├── Want Agent Teams API? → /teams (experimental)
└── Executing a plan? → /subagent-development

Getting Started

1. Customize CLAUDE.md — add your project's tech stack, commands, and conventions at the top (above toolkit markers).

2. Start using skills:

   /onboard     # guided setup interview
   /explore     # understand your codebase
   /plan        # plan a feature
   

3. Verify your install:

   ai-toolkit validate
   

Documentation

Contributing

See CONTRIBUTING.md.

Security

See SECURITY.md for responsible disclosure policy.

License

MIT — see LICENSE.

Changelog

See CHANGELOG.md.

Extracted from production use at SoftSpark. Built to be the toolkit we wished existed.