Onboarding Skill
An Agent Skill that onboards a project to LaunchDarkly end to end: install the SDK, create a first flag, and let the user watch it flip in their running app.
Overview
The skill runs a fixed sequence and keeps the conversation quiet between decision points, so the user can delegate the work and come back to a finished state:
- Safe workspace — create the
launchdarkly-onboardingbranch and leave every change uncommitted for the user to review. - Explore — classify the workspace from dependency manifests and entrypoints. A multi-package workspace is always ambiguous, so the skill asks which package to integrate instead of guessing. An empty workspace gets an offer to scaffold a small demo app.
- Install the SDK — hand off to
sdk-install(detect, plan, apply), or use the fast path when the app was just scaffolded. The SDK key comes from MCP when it is already configured, otherwise from a direct dashboard link. - First flag — create the flag, add a flag-gated banner to the app, start the dev server, and hand the reveal to the user so they see the banner change when the flag turns on.
- MCP (optional) — offered only after the flag works, via
mcp-configure.
Notable behaviors:
- No log or summary file. State is detected from the repository, so "continue onboarding" resumes at the first incomplete step.
- Drift is redirected, not refused. When the user asks to skip ahead, the skill acknowledges the request, names the concrete consequence in one sentence, and offers the choice.
- No internal leakage. Step labels, skill file names, workflow jargon, and MCP or SDK internals never reach the user.
Installation
npx skills add launchdarkly/ai-tooling --skill onboarding -y --agent <agent>Or copy skills/onboarding/ into your client's skills path.
Prerequisites
- An MCP-capable coding agent (Cursor, Claude Code, Windsurf, GitHub Copilot, and others).
npxon PATH for optional companion skill installs.- A LaunchDarkly account. SDK keys, client-side IDs, and mobile keys are only needed when the SDK key step runs.
Usage
Ask the agent to onboard the project:
Set up LaunchDarkly in my project.
Nested skills
| Skill | Purpose |
|---|---|
sdk-install |
Detect the stack, plan the integration, apply the code changes |
mcp-configure |
Configure the hosted LaunchDarkly MCP server |
Evaluations
evals/onboarding/ scores the kickoff and the early decision points: kickoff voice, monorepo ambiguity, MCP staying out of the way until the flag works, and drift handling.
cd evals && npm run eval:onboarding