Repository
Dynatrace/dynatrace-for-ai agent skills
- skills
- 33
- GitHub stars
- 163
GitHub description: “Skills, prompts, and instructions for building AI agents on top of Dynatrace production context”
- Stars
- 163 (35 forks)
- Licence
- Apache-2.0
- Last push
- Oct 2026
- Created
- Mar 2026
- Homepage
- dynatrace.com
- agent-skills
- ai-agents
- claude-code
- devops
- dql
- dynatrace
- mcp
- observability
Install all skills
npx skills add Dynatrace/dynatrace-for-aiAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in Dynatrace/dynatrace-for-ai, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Analyze dashboards and notebooks using Davis analyzers — anomaly detection, novelty scoring, and correlation. | Dynatrace/ | 163 | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 2 | Set up the Dynatrace iOS SDK (OneAgent) in an iOS project using Swift Package Manager. | Dynatrace/ | 163 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 3 | End-to-end Dynatrace alerting lifecycle — anomaly detector setup and model selection (static threshold, adaptive baseline, seasonal baseline), alert event storage in Grail, problem grouping and… | Dynatrace/ | 163 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 4 | AWS cloud resource monitoring including EC2, RDS, Lambda, ECS/EKS, VPC networking, load balancers, S3, DynamoDB, SQS/SNS, and cost optimization. | Dynatrace/ | 163 | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 5 | 3rd-party test and monitor result ingestion into Dynatrace Grail via the platform events ingest API (platform/ingest/custom/events/). | Dynatrace/ | 163 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 6 | DAVIS problem analysis including root cause identification, impact assessment, and correlation with other telemetry. | Dynatrace/ | 163 | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 7 | Service performance monitoring with RED metrics (Rate, Errors, Duration) and runtime-specific telemetry for Java, .NET, Node.js, Python, PHP, and Go. | Dynatrace/ | 163 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 8 | Distributed traces, spans, service dependencies, and request flow analysis. | Dynatrace/ | 163 | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 9 | Integrate the Dynatrace Flutter Plugin into a Flutter project — dependency setup, config, SDK bootstrap, navigation tracking, and verification. | Dynatrace/ | 163 | — | ~2k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 10 | Reference knowledge for installing, uninstalling, or creating-and-installing Dynatrace OneAgent across VM/server, Kubernetes (Operator + DynaKube), AWS Lambda (layer + env vars, plus optional fresh… | Dynatrace/ | 163 | — | ~3.4k | Automated safety check: Notes | Apache-2.0 | 10 days ago |
| 11 | Integrate the Dynatrace React Native Plugin into a React Native or Expo project — dependency setup, dynatrace.config.js, Babel registration, npx instrumentation, navigation tracking, user privacy… | Dynatrace/ | 163 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 12 | Work with Dynatrace dashboards - create, modify, query, and analyze dashboard JSON including tiles, layouts, DQL queries, variables, and visualizations. | Dynatrace/ | 163 | — | ~918 | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 13 | Work with Dynatrace notebooks - create, modify, query, and analyze notebook JSON including sections, DQL queries, and visualizations. | Dynatrace/ | 163 | — | ~995 | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 14 | Core DQL syntax, pitfalls, query patterns, and query optimization. | Dynatrace/ | 163 | — | ~9.3k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 15 | Monitor and investigate EU DORA compliance posture using Dynatrace Compliance Assistant. | Dynatrace/ | 163 | — | ~4.9k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 16 | 16.Dt Obs Hosts Host and process metrics including CPU, memory, disk, network, containers, and process-level telemetry. | Dynatrace/ | 163 | — | ~5.5k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 17 | Kubernetes cluster, pod, node, and workload monitoring. An agent skill from Dynatrace/dynatrace-for-ai. | Dynatrace/ | 163 | — | ~5.4k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 18 | 18.Dt Obs Logs Log querying, filtering, pattern analysis, and error rate calculation. | Dynatrace/ | 163 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 19 | Query and analyze a Dynatrace tenant's ACTUAL billing and usage data with DQL against dt.system.events — DPS consumption breakdown, cost-normalized spend ranking, included volume deduction… | Dynatrace/ | 163 | — | ~5.7k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 20 | Instruments an existing Android project (Kotlin or Java) with the Dynatrace Mobile Agent for basic monitoring. | Dynatrace/ | 163 | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 21 | Network flow analysis in Dynatrace across three sources: OneAgent flows (host/process/pod-to-peer connections in the defaultnetworkflows Grail bucket), NetFlow/IPFIX/sFlow (via an OpenTelemetry… | Dynatrace/ | 163 | — | ~2k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 22 | Resolve security signals, IoC matches, or Smartscape nodes to runtime Dynatrace entities and connect findings on different entity levels through a shared runtime entity. | Dynatrace/ | 163 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 23 | Dynatrace server-side JS runtime — function contract, runtime limits, Web APIs, Node.js modules, fetch with credential vault, and the @dynatrace-sdk/ catalog. | Dynatrace/ | 163 | — | ~542 | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 24 | Real User Monitoring (RUM) on Dynatrace — web and mobile frontends. | Dynatrace/ | 163 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 25 | 25.Dt Obs GCP GCP cloud resources including Compute Engine, GKE, Cloud Run, Pub/Sub, VPC networking, DNS, IAM, Secret Manager, and monitoring. | Dynatrace/ | 163 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 26 | 26.Dt Obs Genai Analyze & debug GenAI/LLM apps: token cost & caching by prompt, model & provider; latency/errors; agent & tool loops/failures; conversations; guardrails; evaluations; OpenTelemetry/dt-evals setup. | Dynatrace/ | 163 | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 27 | Suggest and validate semantic dictionary (SD) mappings for audit log integrations using raw vendor log payloads or live ingested events. | Dynatrace/ | 163 | — | ~966 | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 28 | Analyze SNMP-monitored network devices (switches, routers, firewalls, load balancers) in Dynatrace. | Dynatrace/ | 163 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 29 | Predictive analytics for Dynatrace — time series forecasting with the timeseries-forecast tool, capacity saturation planning, trend and anomaly detection across hosts, services, and infrastructure. | Dynatrace/ | 163 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 30 | Suggest and validate semantic dictionary (SD) mappings for new security integrations using vendor API samples or live events. | Dynatrace/ | 163 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 31 | 31.Dt Obs Azure Azure cloud resources including VMs, VMSS, SQL Database, Storage, AKS, App Service, Functions, VNet networking, load balancers, Event Hubs, Container Apps, and Key Vault. | Dynatrace/ | 163 | — | ~6.3k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 32 | Query and analyze Dynatrace security data in security.events with DQL: vulnerabilities, threat detections, compliance posture, and scan coverage. | Dynatrace/ | 163 | — | ~7.2k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 33 | 33.Dt Migration Migrate Dynatrace classic and Gen2 entity-based DQL to Smartscape equivalents. | Dynatrace/ | 163 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
Questions, answered from the data.
What is the best skill in Dynatrace/dynatrace-for-ai?
Dt Obs Analytics from Dynatrace/dynatrace-for-ai ranks first of the 33 skills in Dynatrace/dynatrace-for-ai listed here, with the highest score: its repository has 163 GitHub stars, its SKILL.md loads about 3.9k tokens and it passes the automated safety check with no findings. Next come Dt Setup iOS and Dt Alerting.
Are the skills in Dynatrace/dynatrace-for-ai official?
None yet. All 33 skills in Dynatrace/dynatrace-for-ai listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from Dynatrace/dynatrace-for-ai?
Run npx skills add Dynatrace/dynatrace-for-ai in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.