Name: onboarding
Rating: 84 (1 reviews)
Author: launchdarkly

onboarding

Onboard a project to LaunchDarkly: kickoff roadmap, resumable log, explore repo, MCP, companion flag skills, nested SDK install (detect/plan/apply), first flag. Use when adding LaunchDarkly, setting up or integrating feature flags in a project, SDK integration, or 'onboard me'.

1.48x

Quality

77%

Does it follow best practices?

Impact

92%

1.48x

Average score across 3 eval scenarios

Securityby

Advisory

Suggest reviewing before use

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Evaluation results

94%

41%

LaunchDarkly Onboarding Kickoff

Onboarding kickoff sequence and Steps 0-3

Criteria

Without context

With context

Task list created

100%

Tasks created before roadmap

25%

Roadmap is brief/conversational

100%

No account question at kickoff

100%

No keys asked upfront

100%

Single summary after Steps 0-3

60%

100%

Onboarding log checklist

100%

Onboarding log context section

50%

100%

Onboarding log Next step

100%

Companion skills command

100%

No step headings in user output

37%

100%

No internal IDs in user output

100%

84%

28%

LaunchDarkly MCP Server Setup

MCP configuration with deprecated entry migration

Criteria

Without context

With context

Correct hosted MCP URL

100%

No API key in MCP config

100%

Deprecated config migration question

100%

Deprecated entries removed

100%

Quick-install link shown

100%

Editor approval dialog explanation

100%

Source attribution URL

100%

No source marker echoed

Auto-verify approach stated

No npx server reference

100%

Single unified server entry

100%

22%

First Feature Flag in a React Dashboard

React SDK install, first flag, and interactive demo

Criteria

Without context

With context

Correct React SDK package

100%

D7 secret question shown

100%

No key hardcoded in source

100%

CRA bundler-prefixed env var

100%

.env in .gitignore

100%

.env.example placeholder

100%

camelCase flag key in React code

100%

Flag created as boolean temporary

100%

No Bearer prefix in auth header

100%

Deep-linked dashboard URL

50%

100%

Interactive demo component

100%

Demo integration instructions

100%

Repository: launchdarkly/ai-tooling
Commit: 24e9c7e

Evaluated: about 7 hours ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

LaunchDarkly Onboarding Kickoff LaunchDarkly MCP Server Setup First Feature Flag in a React Dashboard

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