Use when completing tasks, implementing major features, or before merging to verify work meets requirements
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
Run a guarded commit-to-deploy workflow that verifies branch freshness, invokes commit and create-pr, waits for green CI, invokes approve-pr, monitors CD, and reports final deployment state. Use when the user asks to yolo-push, ship current changes, or execute the full PR-to-deployment flow.
Use when the user wants to analyze experiment results, inspect scores from a dataset run, check pass/fail rates, review per-item outputs, or deep-dive into experiment performance. Trigger phrases: "analyze results", "experiment scores", "how did the experiment perform", "show results", "inspect run", "experiment analysis".
Use when the user wants to compare two or more experiment runs, detect regressions, see score deltas between runs, or evaluate model performance differences. Trigger phrases include "compare runs", "compare experiments", "diff runs", "regression check", "which run is better", "model comparison", "A/B comparison".
This skill should be used when the user wants to configure a Langfuse dataset for remote experiment triggering from the UI, set up a webhook URL, update the default experiment payload, or enable the Custom Experiment feature. Trigger phrases include "configure remote experiment", "set webhook URL", "enable custom experiment", "set up experiment trigger", "configure dataset webhook".
This skill should be used when the user wants to create a new Langfuse dataset, set up a dataset for benchmarking, or create a dataset with input/output schema validation. Trigger phrases include "create dataset", "new dataset", "set up dataset", "add dataset".
Use when the user wants to create a Langfuse LLM-as-a-Judge evaluator. Trigger phrases: "create evaluator", "add evaluator", "new evaluation", "set up evaluation criteria", "create judge". Handles prompt composition, schema validation, ID generation, SQL insertion into eval_templates and job_configurations, and post-creation verification.