/onboard
Sets up ai-toolkit in a project: symlinks, CLAUDE.md, intent interview. Triggers: onboard, setup project, install ai-toolkit, migrate project.
$ npx -y skills add softspark/ai-toolkit --skill onboard --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/onboard
Context preview
The summary Claude sees to decide when to auto-load this skill.
Sets up ai-toolkit in a project: symlinks, CLAUDE.md, intent interview. Triggers: onboard, setup project, install ai-toolkit, migrate project.
SKILL.md
onboard.SKILL.mdname: onboard
description: "Sets up ai-toolkit in a project: symlinks, CLAUDE.md, intent interview. Triggers: onboard, setup project, install ai-toolkit, migrate project."
effort: medium
disable-model-invocation: true
argument-hint: "[project-path]"
allowed-tools: Bash, Read, Write, Glob
/onboard - Project Setup Guide
$ARGUMENTS
What This Command Does
Guide the user through setting up the ai-toolkit in their project, including configuration and customization.
Setup Steps
Step 0: Intent Capture Interview
Before setting up tooling, understand the project's undocumented context. Ask the developer these questions (adapt based on what the codebase scan reveals):
1. **What's the one thing a new contributor always gets wrong?** — This reveals the biggest documentation gap 2. **Are there files or directories that should NOT be modified?** — Identifies protected areas (legacy, generated, vendor) 3. **What's the deployment model?** — Monolith, microservices, serverless, edge — shapes which agents and skills are most relevant 4. **Are there non-obvious constraints?** — Compliance requirements, performance budgets, browser support matrix 5. **What's the team's review culture?** — Strict PR reviews, trunk-based, pair programming — configures `/review` behavior
Use answers to:
- Customize the generated `CLAUDE.md` with project-specific warnings and conventions
- Select the right `--profile` (minimal/standard/strict) automatically
- Pre-configure relevant language rules
Step 1: Prerequisites Check
- [ ] Claude Code CLI installed
- [ ] ai-toolkit repository cloned
- [ ] Current directory is the target project
Step 2: Install Toolkit
# Run the installer from the toolkit directory
/path/to/ai-toolkit/install.sh
This creates symlinks in `.claude/`:
- `agents/` -> toolkit agents
- `skills/` -> toolkit skills (slash commands + knowledge skills)
- `hooks.json` -> quality gates
- `constitution.md` -> safety rules
Step 3: Configure CLAUDE.md
Create a project-specific `CLAUDE.md` from the template:
cp /path/to/ai-toolkit/CLAUDE.md.template ./CLAUDE.md
Customize with:
- Project description and tech stack
- Coding standards specific to this project
- Common development commands
- Architecture notes
Step 4: Configure Settings
Edit `.claude/settings.local.json` for project-specific settings:
- MCP server connections
- Permission overrides
- Environment variables
Step 5: Verify Installation
/path/to/ai-toolkit/validate.sh
Step 6: Quick Start Guide
| Command | Purpose | |---------|---------| | `/explore` | Understand the codebase | | `/plan` | Plan a new feature | | `/test` | Run tests | | `/review` | Code review | | `/commit` | Create a structured commit |
Usage Examples
/onboard # Full guided setup
/onboard verify # Just verify existing installation
/onboard update # Update toolkit symlinks
Rules
- **MUST** run the intent-capture interview before creating any files — skip only if the user provides answers up front
- **NEVER** overwrite an existing `CLAUDE.md` without confirming
- **CRITICAL**: prefer project-local installation (`--local`) unless the user asks for global
- **MANDATORY**: verify installation at the end with the toolkit's validate script
Gotchas
- On Windows without WSL, symlink creation requires either Developer Mode or admin privileges. The installer **silently skips** agents and skills that cannot be linked — verify with `ai-toolkit doctor` after install on Windows hosts.
- If `.claude/` already exists as a real directory (not a symlink), `ai-toolkit install` will not replace it. Old files linger. Check `ls -la .claude/` for mixed symlink + real-file state before onboarding.
- `settings.local.json` is per-user and gitignored, but `settings.json` is shared. Users who edit the wrong file lose their overrides on `git pull`.
- When the target project is a **git submodule**, the toolkit's notion of "project root" (outermost `.git`) differs from the developer's — symlinks may land in the parent repo instead of the submodule. Confirm `git rev-parse --show-toplevel` before installing.
When NOT to Use
- To update an already-onboarded project — use `/onboard update`
- To scaffold a new app from scratch — use `/app-builder`
- For plugin development inside ai-toolkit — use `/plugin-creator`
- When the project already has its own CLAUDE.md conventions — discuss migration before overwriting
Read more
name: onboard description: "Sets up ai-toolkit in a project: symlinks, CLAUDE.md, intent interview. Triggers: onboard, setup project, install ai-toolkit, migrate project." effort: medium disable-model-invocation: true argument-hint: "[project-path]" allowed-tools: Bash, Read, Write, Glob
/onboard - Project Setup Guide
$ARGUMENTS
What This Command Does
Guide the user through setting up the ai-toolkit in their project, including configuration and customization.
Setup Steps
Step 0: Intent Capture Interview
Before setting up tooling, understand the project's undocumented context. Ask the developer these questions (adapt based on what the codebase scan reveals):
1. **What's the one thing a new contributor always gets wrong?** — This reveals the biggest documentation gap 2. **Are there files or directories that should NOT be modified?** — Identifies protected areas (legacy, generated, vendor) 3. **What's the deployment model?** — Monolith, microservices, serverless, edge — shapes which agents and skills are most relevant 4. **Are there non-obvious constraints?** — Compliance requirements, performance budgets, browser support matrix 5. **What's the team's review culture?** — Strict PR reviews, trunk-based, pair programming — configures `/review` behavior
Use answers to:
- Customize the generated `CLAUDE.md` with project-specific warnings and conventions
- Select the right `--profile` (minimal/standard/strict) automatically
- Pre-configure relevant language rules
Step 1: Prerequisites Check
- [ ] Claude Code CLI installed
- [ ] ai-toolkit repository cloned
- [ ] Current directory is the target project
Step 2: Install Toolkit
# Run the installer from the toolkit directory /path/to/ai-toolkit/install.sh
This creates symlinks in `.claude/`:
- `agents/` -> toolkit agents
- `skills/` -> toolkit skills (slash commands + knowledge skills)
- `hooks.json` -> quality gates
- `constitution.md` -> safety rules
Step 3: Configure CLAUDE.md
Create a project-specific `CLAUDE.md` from the template:
cp /path/to/ai-toolkit/CLAUDE.md.template ./CLAUDE.md
Customize with:
- Project description and tech stack
- Coding standards specific to this project
- Common development commands
- Architecture notes
Step 4: Configure Settings
Edit `.claude/settings.local.json` for project-specific settings:
- MCP server connections
- Permission overrides
- Environment variables
Step 5: Verify Installation
/path/to/ai-toolkit/validate.sh
Step 6: Quick Start Guide
| Command | Purpose | |---------|---------| | `/explore` | Understand the codebase | | `/plan` | Plan a new feature | | `/test` | Run tests | | `/review` | Code review | | `/commit` | Create a structured commit |
Usage Examples
/onboard # Full guided setup /onboard verify # Just verify existing installation /onboard update # Update toolkit symlinks
Rules
- **MUST** run the intent-capture interview before creating any files — skip only if the user provides answers up front
- **NEVER** overwrite an existing `CLAUDE.md` without confirming
- **CRITICAL**: prefer project-local installation (`--local`) unless the user asks for global
- **MANDATORY**: verify installation at the end with the toolkit's validate script
Gotchas
- On Windows without WSL, symlink creation requires either Developer Mode or admin privileges. The installer **silently skips** agents and skills that cannot be linked — verify with `ai-toolkit doctor` after install on Windows hosts.
- If `.claude/` already exists as a real directory (not a symlink), `ai-toolkit install` will not replace it. Old files linger. Check `ls -la .claude/` for mixed symlink + real-file state before onboarding.
- `settings.local.json` is per-user and gitignored, but `settings.json` is shared. Users who edit the wrong file lose their overrides on `git pull`.
- When the target project is a **git submodule**, the toolkit's notion of "project root" (outermost `.git`) differs from the developer's — symlinks may land in the parent repo instead of the submodule. Confirm `git rev-parse --show-toplevel` before installing.
When NOT to Use
- To update an already-onboarded project — use `/onboard update`
- To scaffold a new app from scratch — use `/app-builder`
- For plugin development inside ai-toolkit — use `/plugin-creator`
- When the project already has its own CLAUDE.md conventions — discuss migration before overwriting
Professional-grade AI coding toolkit with multi-platform support. Machine-enforced safety, 109 skills, 44 agents, expanded lifecycle hooks, persona presets, experimental opt-in plugin packs, and benchmark tooling — works with Claude Code, Claude Chat/Cowork,
Repo: softspark/ai-toolkit
Other skills on ai-toolkit.
- /ai-toolkit-rules
Mandatory engineering, security, testing, git, performance, quality, and response rules. Claude MUST load this skill for every technical, coding, debugging, review, architecture, DevOps, data, or file-editing task in Chat or Cowork.
Open skill - /mem-search
Search past coding sessions using natural language. Finds relevant observations, decisions, and context from previous work.
Open skill - /a11y-validate
Accessibility validator: WCAG 2.1 AA, EN 301 549, EAA. Triggers: a11y, accessibility, WCAG, EAA, ARIA, contrast, keyboard, screen reader.
Open skill - /agent-creator
Creates new specialized agents with frontmatter, tools, delegation. Triggers: new agent, create agent, agent scaffold, specialized agent.
Open skill - /analyze
Analyzes code quality, complexity, patterns across codebase. Triggers: quality report, hotspot scan, code analysis, architecture signal.
Open skill - /api-patterns
REST/GraphQL API design: naming, versioning, pagination, idempotency, OpenAPI. Triggers: API design, REST, GraphQL, OpenAPI, Swagger, idempotency, rate limit.
Open skill

