Agent skill

Dt Obs Ext Monitors

by Dynatrace in Dynatrace/dynatrace-for-ai

3rd-party test and monitor result ingestion into Dynatrace Grail via the platform events ingest API (platform/ingest/custom/events/).

Apache-2.0Auto-check passedFrontend & Design

Install Dt Obs Ext Monitors

skills CLI
$ npx skills add Dynatrace/dynatrace-for-ai --skill dt-obs-ext-monitors -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Dynatrace/dynatrace-for-ai dt-obs-ext-monitors --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/Dynatrace/dynatrace-for-ai.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/dt-obs-ext-monitors .claude/skills/dt-obs-ext-monitors && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
dt-obs-ext-monitors
GitHub stars
163
Token cost
~1.5k tokens
SKILL.md length
512 words
Files
2 (incl. references)
Skills in repo
33
Repo updated
First seen
Licence
Apache-2.0

At a glance

3rd-party test and monitor result ingestion into Dynatrace Grail via the platform events ingest API (platform/ingest/custom/events/).

  • Sending external synthetic test outcomes
  • SKILL.md covers Overview, Authentication, Quick Start and Verify in Grail, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • CI monitor data

What it does

Dt Obs Ext Monitors is an agent skill from Dynatrace/dynatrace-for-ai. 3rd-party test and monitor result ingestion into Dynatrace Grail via the platform events ingest API (platform/ingest/custom/events/). Use when sending external synthetic test outcomes, CI monitor data, or third-party check results to Dynatrace. Covers token scope, full event schema for externaltestrun and externalteststep (including dt.securitycontext, ci., trace correlation, and pipeline-added fields), curl and Java DTO examples, and DQL verification. Triggers: "ingest test results", "send monitor results"…

Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/event-ingestion.md`).

It sits in Frontend & Design. It works with Java. The repository describes itself as: Skills, prompts, and instructions for building AI agents on top of Dynatrace production context. The licence is Apache-2.0.

When your agent uses it

  • Sending external synthetic test outcomes
  • CI monitor data
  • Third-party check results to Dynatrace

Example prompts

  • “ingest test results”
  • “send monitor results”
  • “third party monitor”
  • “/dt-obs-ext-monitors”

What it can do on your machine

Read from SKILL.md and the folder at commit 4f9aa71. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are dql).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Dt Obs Ext Monitors loads about 1.5k tokens when it runs, and up to ~6.8k if it reads all its reference files. Until then it costs about 213 tokens; SKILL.md has 512 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~213
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~6.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from Dynatrace/dynatrace-for-ai at commit 4f9aa71, republished under its Apache-2.0 licence (© Dynatrace). 512 words, ~1,475 tokens.

Download SKILL.mdSave it as .claude/skills/dt-obs-ext-monitors/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
dt-obs-ext-monitors
description
3rd-party test and monitor result ingestion into Dynatrace Grail via the platform events ingest API (platform/ingest/custom/events/). Use when sending external synthetic test outcomes, CI monitor data, or third-party check results to Dynatrace. Covers token scope, full event schema for external_test_run and external_test_step (including dt.security_context, ci.*, trace correlation, and pipeline-added fields), curl and Java DTO examples, and DQL verification. Triggers: "ingest test results", "send monitor results", "third party monitor", "external test ingestion", "send synthetic results to Grail", "external test run event schema". Not for Dynatrace-native Synthetic Monitoring browser/HTTP checks, or RUM (use dt-obs-frontends). For migrating from the deprecated POST /api/v1/synthetic/ext/tests API, load dt-upgrade instead.
license
Apache-2.0

External Monitor Ingestion

Send 3rd-party test and monitor results to Dynatrace Grail using the events ingest API. This is the canonical replacement for the deprecated POST /api/v1/synthetic/ext/tests endpoint.

Overview

Events posted to /platform/ingest/custom/events/{endpoint} land in Grail and are processed by OpenPipeline, which:

  • Extracts metrics (external.test.availability, external.test.duration) for alerting and SLOs
  • Registers each unique test.id as an EXT_TEST Smartscape node — enabling Davis Problems to attach to a named entity ("External test X went down") rather than floating without topology context
  • Adds result.status.category to step events (SUCCESS / SKIPPED / FAIL) for dashboard filtering

Two event types form a test result:

TypePurpose
external_test_runOverall pass/fail result for one test execution
external_test_stepOne step within that run (optional; enables step-level metrics)

Authentication

Two token types are accepted:

Token typeScope
Classic Api-Tokenopenpipeline.events.custom
Platform Token / OAuthopenpipeline:events.custom:ingest

Common wrong guess that does NOT work: events.ingest.

Quick Start

Prerequisite: The ingest endpoint must be created in OpenPipeline before sending events. The external.tests endpoint is provisioned automatically by the default Dynatrace 3rd-party monitors Monaco bundle. See references/event-ingestion.md for setup details and custom endpoint creation.

Send one minimal test result (replace external.tests with your configured endpoint name):

text
curl -X POST "https://{env-id}.live.dynatrace.com/platform/ingest/custom/events/external.tests" \
  -H "Authorization: Api-Token {token}" \
  -H "Content-Type: application/json" \
  -d '[{
    "event.kind": "EXTERNAL_TEST_EVENT",
    "event.type": "external_test_run",
    "test.id": "my-api-health-check",
    "test.run.id": "a1b2c3d4-e5f6-7890-abcd-ef1234567890",
    "test.name": "My API Health Check",
    "test.type": "api",
    "test.run.status": "passed",
    "test.run.availability": 1,
    "test.run.duration_ms": 245,
    "test.run.location": "us-east-1",
    "dt.security_context": "team-checkout",
    "timestamp": "2024-01-15T10:30:00Z"
  }]'

Expected response: HTTP 200 (empty body).

Full event schema, step events, extended examples with error fields and CI metadata, Java DTO shapes, and DQL queries: references/event-ingestion.md

Verify in Grail

After sending, confirm the event appears:

dql
fetch events, from:now()-1h
| filter event.type == "external_test_run"
| fields timestamp, test.id, test.name, test.run.status, test.run.duration_ms, test.run.location
| sort timestamp desc
| limit 20

Key Constraints

  • Body must be a JSON array ([{...}]), not an object wrapper ({"events":[...]}).
  • A single request can mix run events and step events in the same array.
  • timestamp must be ISO 8601 UTC (e.g. "2024-01-15T10:30:00Z").
  • test.run.availability must be integer 1 or 0, not a string.
  • All step events in a run must share the same test.run.id and test.id as the parent run event.
  • Step events must include test.step.id (unique within the run) in addition to test.run.id.
  • event.kind: "EXTERNAL_TEST_EVENT" must be present — used by Grail for event classification. Routing to the correct pipeline is driven by event.type, not event.kind.
  • Do not send dt.smartscape.ext_test or result.status.category — these are written by the pipeline after ingestion and will be overwritten if included.
  • dt.security_context controls data access policies; it’s recommended to set it on every event to enable per-team access control and cost attribution in multi-team tenants.
Show full SKILL.md (145 more words)Show less

Multi-Location Tests

Send the same test.id from multiple locations — each with a different test.run.location value — to build a multi-location test. OpenPipeline creates one EXT_TEST node per test.id and one availability metric timeseries per (test.id, location) pair.

This enables two alerting tiers out of the box:

Alert typeFires when
Local outageA single location's availability drops (per-location timeseries)
Global outageAverage across all locations drops below threshold (e.g. majority failing)

Threshold maths for a 3-location test: 1 location failing → avg 0.67 (no alert at 0.5 threshold); 2 failing → avg 0.33 (fires); all 3 failing → avg ≈ 0 (fires immediately).

Keep test.id stable across all locations — changing it creates a new Smartscape node and breaks metric history.

  • dt-dql-essentials — DQL syntax for querying ingested events and building analysis queries
  • dt-obs-frontends — Link test runs to frontend entities via dt.smartscape.frontend to draw EXT_TEST → FRONTEND dependency edges in Smartscape

© Dynatrace, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in skills/dt-obs-ext-monitors of Dynatrace/dynatrace-for-ai.

  • SKILL.md
  • references/event-ingestion.md

Open the folder on GitHubat commit 4f9aa71

Compare with similar skills

Dt Obs Ext Monitors next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Dt Obs Ext Monitors compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Dt Obs Ext Monitors this skillDynatrace/dynatrace-for-ai163—~1.5kAutomated safety check: PassApache-2.0
Soloncode Skin Skillopensolon/soloncode197—~1.9kAutomated safety check: PassMIT
RayRailly/tinte624—~712Automated safety check: PassMIT
OpenOlat Frontend and Theming GuideOpenOLAT/OpenOLAT447—~3.2kAutomated safety check: PassCustom licence
Accessibility Selenium Testingfugazi/test-automation-skills-agents249—~2.5kAutomated safety check: PassMIT
Huxerui App DevelopmentLangLang03/LineCodePro102—~2.2kAutomated safety check: PassAGPL-3.0

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Works with

Questions about Dt Obs Ext Monitors

What does Dt Obs Ext Monitors do?

3rd-party test and monitor result ingestion into Dynatrace Grail via the platform events ingest API (platform/ingest/custom/events/). Dt Obs Ext Monitors is an agent skill from Dynatrace/dynatrace-for-ai. 3rd-party test and monitor result ingestion into Dynatrace Grail via the platform events ingest API (platform/ingest/custom/events/).

When should I use Dt Obs Ext Monitors?

Dt Obs Ext Monitors fits situations like: sending external synthetic test outcomes; CI monitor data; third-party check results to Dynatrace.

How do I install Dt Obs Ext Monitors in Claude Code?

Run `npx skills add Dynatrace/dynatrace-for-ai --skill dt-obs-ext-monitors -a claude-code`. Or copy the skill folder (skills/dt-obs-ext-monitors in Dynatrace/dynatrace-for-ai) into .claude/skills/dt-obs-ext-monitors in your project. Claude Code loads it when a task matches its description.

How do I install Dt Obs Ext Monitors in Codex?

Run `npx skills add Dynatrace/dynatrace-for-ai --skill dt-obs-ext-monitors -a codex`. Or copy the skill folder (skills/dt-obs-ext-monitors in Dynatrace/dynatrace-for-ai) into .agents/skills/dt-obs-ext-monitors in your project. Codex loads it when a task matches its description.

Can I use Dt Obs Ext Monitors in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Dynatrace/dynatrace-for-ai --skill dt-obs-ext-monitors -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dt-obs-ext-monitors, .gemini/skills/dt-obs-ext-monitors, .github/skills/dt-obs-ext-monitors and .opencode/skills/dt-obs-ext-monitors in your project.

What does Dt Obs Ext Monitors need to run?

SKILL.md names no scripts, command-line tools or credentials: Dt Obs Ext Monitors is instructions for the agent only.

Does Dt Obs Ext Monitors access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Dt Obs Ext Monitors safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Dt Obs Ext Monitors use?

Dt Obs Ext Monitors is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Dt Obs Ext Monitors use?

About 1.5k tokens (SKILL.md is roughly 5.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 5.3k tokens, read only when the agent opens those files.

What are the alternatives to Dt Obs Ext Monitors?

Skills that share tags, products or a category with Dt Obs Ext Monitors: Soloncode Skin Skill (opensolon/soloncode, 197 stars), Ray (Railly/tinte, 624 stars), OpenOlat Frontend and Theming Guide (OpenOLAT/OpenOLAT, 447 stars) and Accessibility Selenium Testing (fugazi/test-automation-skills-agents, 249 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Dt Obs Ext Monitors?

Dynatrace (a GitHub organization) maintains it in Dynatrace/dynatrace-for-ai, which has 163 GitHub stars. The repository holds 33 skills in this directory. The repository was last updated on October 1, 2026.

Source: Dynatrace/dynatrace-for-ai on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.