AI tools for “ci”

MLflow tracing and observability on Databricks. Use when getting started with MLflow, instrumenting GenAI apps and agents, retrieving and analyzing traces, debugging chat sessions, or querying aggregate trace metrics on…

…for: classification/regression/deep-learning (XGBoost, scikit-learn, LightGBM, PyTorch) with Optuna, @prod/@challenger aliases, batch scoring (spark_udf for plain models, fe.score_batch for feature-store-backed),…

Use Databricks built-in AI Functions (ai_classify, ai_decide, ai_extract, ai_summarize, ai_mask, ai_translate, ai_fix_grammar, ai_gen, ai_analyze_sentiment, ai_similarity, ai_parse_document, ai_prep_search, ai_query,…

…Use when building, migrating, tuning, or asking a specific Agent, and for document Q&A or docs + data agents (replaces the legacy Knowledge Assistant and Supervisor Agent). For data questions across the…

…deploying, scheduling or editing a job or pipeline, or deciding its compute. Invoke BEFORE writing a job spec. For migrating existing classic workloads, use…

…query metrics, inspect APM traces, investigate SLOs or incidents, debug production issues, investigate errors, analyze performance, investigate a named service's health, errors, or dependencies, or access any Datadog…

Use ONLY when the user explicitly asks to create, scaffold, or initialize a new Datadog App project — they must use action words like "create", "scaffold", "new", or "build" together with "Datadog App" or…

Use ONLY when the user explicitly asks to see, show, graph, visualize, chart, or plot data, or when another loaded Datadog data-domain skill directs you to visualization guidance. This is the plugin's local copy of the…

…assertions, check assertion outcomes, raise or resolve incidents, create notification subscriptions, or diagnose health problems across their estate. Triggers on: "create assertion", "run assertion", "check quality",…

…when the user wants to explore lineage, trace data dependencies, perform impact analysis, find root causes, map data pipelines, or understand how data flows between systems. Triggers on: "what feeds into X", "what…

Review AI voice-agent prompts, especially Synthflow Single-Prompt, for contradictions, missing context, unsafe tool/action behavior, escalation gaps, compliance risk, and regression risk. Use this when the user asks to…

Investigate why a specific Synthflow call (or a small set of similar calls) went wrong — failed or missed transfers, calls cut off, the agent going silent or repeating itself, actions or webhooks that didn't fire or…

…POS UI, Hydrogen, Liquid, Custom Data, Shopify App Pricing, App Store Review, Developer Onboarding, Merchant Onboarding. Use it for any Shopify API, extension, theme, storefront, function, or CLI task — writing or…

…store auth`, `shopify store execute`); or perform explicit store-scoped reads/writes on a named store domain (for example, show/list/find the first 10 products on my store at `foo.myshopify.com`, or inventory and…

…to scaffold the app with Shopify's official backend…

…control -- custom org or project roles and their policies, granting or revoking a role for an organization member, or binding roles to a SCIM user group. This is cloud-level RBAC over organizations, projects, and…

…firewall/appliance integrations (Palo Alto, Fortinet, Cisco, F5, Sophos, pfSense/OPNsense…), remediation ROI metrics, and org-level decisions. Acts on the user's behalf with their API key. This is the cloud/API…

…a workspace with real users, with `slack run` and exercising its real slash commands, shortcuts, events, actions, modals, App Home, and assistant surfaces. Also covers `slack doctor` and `slack manifest validate`…

…pasted docs.slack.dev link. Covers finding and reading official Slack docs as clean…

Monitor and manage Snowflake data pipelines — Dynamic Tables, streams, tasks, dbt projects, and Snowpipe. Check refresh status, diagnose failures, and inspect pipeline dependencies.