datadog-labs/agent-skills

agent-skills

Datadog skills for AI agents. Essential monitoring, logging, tracing and observability.

لغة النص الأصلي: الإنجليزية

dd-aws-integration

Set up the Datadog AWS integration with Terraform - creates the cross-account IAM role Datadog assumes (external ID, no stored credentials), attaches the permission policies Datadog publishes, and registers the account through datadog_integration_aws_account…

لغة النص الأصلي: الإنجليزية

dd-azure-integration

Set up the Datadog Azure integration with Terraform - creates an Entra ID app registration and service principal, assigns Monitoring Reader across the chosen subscriptions and management groups, grants the Microsoft Graph permissions Datadog needs for…

لغة النص الأصلي: الإنجليزية

dd-gcp-integration

Set up the Datadog Google Cloud integration with Terraform - creates a service account in the host project, lets Datadog's delegate principal impersonate it via roles/iam.serviceAccountTokenCreator (no service-account keys), enables the required APIs, grants…

لغة النص الأصلي: الإنجليزية

dd-oci-integration

Set up the Datadog Oracle Cloud Infrastructure (OCI) integration with Terraform - verifies ~/.oci/config, then applies Datadog's official oracle-cloud-integration module to create the Datadog service user, group, IAM policies, and API key in the tenancy and…

لغة النص الأصلي: الإنجليزية

dd-instrument-rum

Instrument browser-based web applications with Datadog Browser RUM. Detect the application framework, router, package manager, bundler, entrypoint, credentials, and existing RUM setup; add or safely complete classic Browser RUM instrumentation for React,…

لغة النص الأصلي: الإنجليزية

agent-observability-eval-bootstrap

Bootstrap evaluators from production traces — by default propose online LLM-judge evaluators and, after you confirm, create them in Datadog as disabled drafts (never auto-enabled); on request emit Python SDK code or a framework-agnostic JSON spec instead. Use…

لغة النص الأصلي: الإنجليزية

agent-observability-eval-pipeline

End-to-end Agent Observability pipeline for an instrumented ml_app — classify production traces, root-cause failures, bootstrap evaluators, then (optionally) sample + publish a dataset, generate + run an experiment, and analyze results. Six narrated phases…

لغة النص الأصلي: الإنجليزية

agent-observability-experiment-bootstrap

Bootstrap a reproducible LLM Observability experiment through the Python ddtrace SDK or the Node dd-trace SDK. Use for experiment, dataset, evaluator, benchmark, regression, or LLM-as-a-judge scaffolding. The legacy Python invocation remains supported.

لغة النص الأصلي: الإنجليزية

agent-observability-auto-experiment

Run an iterative code-improvement hill-climb against real Datadog LLM-Obs data, locally, with Claude Code as the agent. Establishes a baseline eval, makes one focused change, re-scores with the same harness, keeps the change if it improves the score in the…

لغة النص الأصلي: الإنجليزية

dd-account-setup

Ensure the user has an authenticated Datadog account with a valid DD_API_KEY on the right region before any Datadog setup or instrumentation. Detects existing DD_API_KEY / DD_APP_KEY / DD_SITE, validates them against the Datadog API, and fixes the common…

لغة النص الأصلي: الإنجليزية

agent-observability-replay-trace

Use when a developer wants to iterate on ONE specific Agent Observability / LLM Obs trace whose output they didn't like — re-running that trace against their LOCAL code, seeing a concise diff of the old vs new output, and looping (change code → replay → diff)…

لغة النص الأصلي: الإنجليزية

dd-product-recommender

Recommends the right Datadog products for a codebase and/or a stated goal — grounded in a tech-stack→product map and a use-case→product map built from Datadog product capabilities and common technology patterns. Recommendation only; no setup instructions. Use…

لغة النص الأصلي: الإنجليزية

onboarding-summary

Generate a live Single Step Instrumentation (SSI) onboarding confirmation report — verifies APM instrumentation is working end-to-end with deep links into the Datadog UI. Only use after agent-install and enable-ssi have both completed successfully.

لغة النص الأصلي: الإنجليزية

troubleshoot-ssi

Diagnose and fix Single Step Instrumentation (SSI) issues on Kubernetes — SSI automatically instruments applications for APM without code changes. Only use if the agent and SSI are already configured but traces are missing or instrumentation is not working.

لغة النص الأصلي: الإنجليزية

verify-ssi

Verify Single Step Instrumentation (SSI) is working end-to-end on Kubernetes — SSI automatically instruments applications for APM without code changes. Only use after enable-ssi has run.

لغة النص الأصلي: الإنجليزية

dd-apm

APM - install, onboard, instrument, enable, set up, configure, traces, services, dependencies, performance analysis. Use for any request involving Datadog APM setup, instrumentation (SSI, ddtrace, agent install), or analysis.

لغة النص الأصلي: الإنجليزية

dd-pup

Datadog CLI (Rust). OAuth2 auth with token refresh.

لغة النص الأصلي: الإنجليزية

dd-browser-sdk

Datadog Browser SDK — RUM, Logs, Session Replay, profiling, product analytics, and error tracking setup, configuration, and migration. Use when upgrading Browser SDK versions, setting up RUM or Logs, or troubleshooting browser-side Datadog instrumentation.

لغة النص الأصلي: الإنجليزية

upgrade-browser-sdk-v5

Upgrade Datadog Browser SDK from v4 to v5. Use when encountering removed options like proxyUrl, sampleRate, replaySampleRate, premiumSampleRate, allowedTracingOrigins, or deprecated APIs like addRumGlobalContext, removeUser, or when a project references…

لغة النص الأصلي: الإنجليزية

upgrade-browser-sdk-v6

Upgrade Datadog Browser SDK from v5 to v6. Use when encountering removed options like useCrossSiteSessionCookie, sendLogsAfterSessionExpiration, or when dropping IE11 support, or when a project references datadoghq-browser-agent.com CDN with /v5/ paths.

لغة النص الأصلي: الإنجليزية

upgrade-browser-sdk-v7

Upgrade Datadog Browser SDK from v6 to v7. Use when encountering removed options like betaEncodeCookieOptions, allowFallbackToLocalStorage, trackBfcacheViews, usePciIntake, changed APIs like forwardErrorsToLogs, startDurationVital, stopDurationVital, or when…

لغة النص الأصلي: الإنجليزية

datadog-app

Guides developers building Datadog Apps with TypeScript, React, the @datadog/apps scaffolder, and @datadog/vite-plugin. Use when a user wants to scaffold, run, debug, upgrade, build, upload, publish, upload without publishing (draft upload), add an…

لغة النص الأصلي: الإنجليزية

troubleshoot-ssi

Diagnose and fix Single Step Instrumentation (SSI) issues on Linux hosts — SSI automatically instruments applications for APM without code changes. Only use if the agent and SSI are configured but traces are missing or instrumentation is not working.

لغة النص الأصلي: الإنجليزية

agent-observability-experiment-analyzer

Analyze LLM experiment results. Handles single or comparative experiments, exploratory or Q&A modes. Use when user says "analyze experiment", "compare experiments", "analyze against baseline", or provides one or two experiment IDs for analysis.

لغة النص الأصلي: الإنجليزية

agent-observability-session-classify

Classify whether user intent was satisfied in a Datadog Agent Observability trace or session. Three modes: (1) session_id — classify a single CMD+I assistant session with RUM; (2) trace_id — classify a single Agent Observability trace without RUM; (3) ml_app…

لغة النص الأصلي: الإنجليزية

agent-observability-trace-rca

Root cause analysis on production LLM traces. Diagnoses why an LLM application is failing — works from eval judge verdicts, runtime errors, or structural anomalies depending on what signals are present. Walks the span tree from symptom to root cause. Use when…

لغة النص الأصلي: الإنجليزية

service-remapping

Create and manage APM service remapping rules — rewrite service names at ingestion time to collapse noisy inferred entities, clean up auto-generated names, handle org renames, or normalize naming conventions. Use for any request involving service renaming,…

لغة النص الأصلي: الإنجليزية

dd-logs

Log management - search, archives, metrics, and cost control.

لغة النص الأصلي: الإنجليزية

dd-monitors

Monitor management - list, search, file-based create, and alerting best practices.

لغة النص الأصلي: الإنجليزية

triage-flaky-test

Load when investigating a specific flaky test. Gets history, failure pattern, and category, then recommends fix, quarantine, or escalate.

لغة النص الأصلي: الإنجليزية

unblock-pr

Load when investigating a failing PR CI pipeline or checking PR health. Attributes each CI failure as flaky, infra, or regression, proposes a targeted action, and reports code coverage and quality/security status.

لغة النص الأصلي: الإنجليزية

dd-audit-ai-activity

Audit what the Bits AI assistant (MCP server) has done in your Datadog org — tool calls by user, resources accessed, and anomaly flags for AI governance.

لغة النص الأصلي: الإنجليزية

dd-audit-compliance-report

Generate auditor-ready compliance evidence from Datadog Audit Trail for SOC 2 and PCI DSS. Maps framework controls to specific query patterns and produces formatted output.

لغة النص الأصلي: الإنجليزية

dd-audit-cost-spike-investigation

Investigate a Datadog product usage or cost spike by correlating Usage Metering data (when/what spiked) with Audit Trail config changes (who changed what in the preceding window).

لغة النص الأصلي: الإنجليزية

dd-audit-key-compromise

Investigate a potentially compromised Datadog API key — timeline of actions, geo/IP breakdown, endpoints called, anomaly flags, and remediation steps.

لغة النص الأصلي: الإنجليزية

dd-audit-security-investigation

Answer "who did what" security questions from Audit Trail — deletions, config changes, login activity, permission changes, actions from a specific user or IP.

لغة النص الأصلي: الإنجليزية

dd-audit

Audit Trail investigations - who changed what, key compromise, cost spike root cause, compliance evidence (SOC 2/PCI), and AI activity auditing.

لغة النص الأصلي: الإنجليزية

enable-ssi

Enable Single Step Instrumentation (SSI) on Kubernetes — automatically instruments applications for APM without code changes. Only use if the Datadog Agent is already running on the cluster — if not, use agent-install first.

لغة النص الأصلي: الإنجليزية

agent-install

Install the Datadog Agent on Kubernetes using the Datadog Operator — required before enabling Single Step Instrumentation (SSI), which automatically instruments applications for APM without code changes. Only use if no Datadog Agent is deployed on the cluster…

لغة النص الأصلي: الإنجليزية