Aiconfig Migrate

launchdarkly/agent-skillsOfficial

Walks you through a five stage migration from hardcoded LLM prompts to LaunchDarkly AI Configs: audit what's hardcoded, wrap the provider call with the SDK, extract tool schemas, wire tracking around requests, and attach evaluators. Stops at each stage for confirmation instead of auto-running everything. Coverage is strongest for Python and Node.js one-shot completions, LangChain, and LangGraph agents, with worked examples for CrewAI and Strands. Three failure modes to watch for: putting the tracker inside a loop instead of once per turn, reusing LangChain wrapper helpers that silently drop parameters, and forgetting to flip the fallthrough targeting after creating the config. Best for teams already committed to LaunchDarkly who want structured guardrails around externalizing model configuration without rewriting application logic.

skills.sh installs

2K

GitHub stars

19

last updated

Jul 14, 2026

Sponsors

Promote your product hereReach 125k+ visitors monthlyPromote your product hereReach 125k+ visitors monthlyAgent CaffeineSponsoredClose your lid, come back to finished workSnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthlyWaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthlyknobsSponsoredSee your site on any phone, any day, in any language

Recommended

More AI & Agent Building

1semantic-kernelgithub/awesome-copilotCreate, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.1.7Kskills.sh installs

2cortex-codesnowflake-labs/subagent-cortex-codeRoutes Snowflake-related operations to Cortex Code CLI for specialized Snowflake expertise. Use when user asks about Snowflake databases, data warehouses, SQL q1.5Kskills.sh installs

3day4-wrap-and-analyzeai-native-camp/camp-2AI Native Camp Day 4 Wrap & Analyze + 콘텐츠 소화. session-wrap 스킬을 직접 만들고, history-insight와 session-analyzer로 세션을 분석하고, 콘텐츠 소화 파이프라인을 체험한다. "4일차", "Day 4", "wrap", 1.5Kskills.sh installs

4day4-wrap-and-analyzeai-native-camp/camp-1AI Native Camp Day 4 Wrap & Analyze. session-wrap 스킬을 직접 만들고, history-insight와 session-analyzer로 세션을 분석한다. "4일차", "Day 4", "wrap", "세션 분석", "session wrap", "세션 1.5Kskills.sh installs

5session-wrapai-native-camp/camp-2This skill should be used when the user asks to "wrap up session", "end session", "session wrap", "/wrap", "document learnings", "what should I commit", or want1.3Kskills.sh installs

6configs-createlaunchdarkly/agent-skillsconfigs create1.3Kskills.sh installs