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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. Monitor Azure infrastructure, analyze resource usage, audit security posture, and manage organizational hierarchy across subscriptions and resource groups.

Quality

83%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

86%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is a highly actionable, well-structured DQL query reference: executable templates, exact metric-key and config-field mappings, and exemplary progressive disclosure verified against a real 13-file one-level-deep bundle. Its only weaknesses are minor — some duplicated routing/caveat content that could be tightened and the absence of explicit query-verification checkpoints.

DimensionReasoningScore

Conciseness

The body is dense with non-obvious, skill-specific knowledge (entity type names, the cloud.azure.* metric key convention, ARM config field paths) that Claude could not know, and avoids explaining general concepts. Minor trimmable redundancy keeps it from 5: the task-to-file routing table and the Reference Guide table duplicate the same mapping, the "use \"*\" as relationship name" caveat is stated three times (Relationship Types, Pattern 3, Limitations), and the long per-service configuration-field list partially overlaps what the reference files detail.

4 / 5

Actionability

Fully executable, copy-paste-ready guidance: complete DQL templates with clearly marked placeholders (e.g. the four core query patterns), an exact Azure Monitor→Dynatrace metric-key mapping table, concrete field access paths like `azjson[configuration][properties][hardwareProfile][vmSize]`, and specific traversal syntax with `direction:backward` and `fieldsKeep` usage. Specific examples cover the common cases (discovery, config parsing, traversal, tag-based ownership).

5 / 5

Workflow Clarity

A clear, coherent routing workflow is present: match the task in the "When to Use This Skill" table, load the named reference file if needed, then adapt one of the four core patterns — appropriate sequencing for a read-only query-reference skill where no destructive-operation validation is required. Not 5 because there are no explicit checkpoints (e.g., guidance to verify a query returned the expected entity types before summarizing, or how to iterate when a filter matches nothing); null-handling tips partially compensate.

4 / 5

Progressive Disclosure

Verified against the actual bundle: all 13 referenced files exist in references/, are exactly one level deep (references only cross-link to sibling files, never to further-nested files), and are clearly signaled through both the task-to-file table and the Reference Guide table with 'when to load' and content descriptions, plus a references/README.md index. Core cross-cutting patterns stay in the body while service-specific detail is delegated — matching the well-signaled one-level-deep anchor.

5 / 5

Total

18

/

20

Passed

Description

71%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A specific, action-rich description with excellent service-name coverage and third-person voice, but it omits any explicit 'Use when...' trigger clause and never names the Dynatrace/DQL context that distinguishes it from generic Azure tooling. These two gaps leave it solid on specificity but capped on completeness and distinctiveness.

Suggestions

Append an explicit trigger clause, e.g. "Use when monitoring or auditing Azure resources in Dynatrace, writing DQL queries against Azure Smartscape entities, or analyzing Azure resource usage and security posture."

Mention the Dynatrace/DQL/Smartscape tooling in the first sentence to distinguish this skill from generic Azure CLI, portal, or infrastructure-management skills.

Add a few missing natural trigger terms for capabilities the skill covers, such as Cosmos DB, Service Bus, cost optimization, and capacity planning.

DimensionReasoningScore

Specificity

The description lists multiple concrete actions — "Monitor Azure infrastructure, analyze resource usage, audit security posture, and manage organizational hierarchy across subscriptions and resource groups" — plus a comprehensive enumeration of twelve specific service types (VMs, VMSS, SQL Database, Storage, AKS, App Service, Functions, VNet networking, load balancers, Event Hubs, Container Apps, Key Vault), matching the comprehensive-coverage anchor. It uses third-person action verbs throughout. Not 4 because coverage of both actions and services is comprehensive rather than having minor gaps.

5 / 5

Completeness

The 'what' is clearly answered (monitor, analyze, audit, manage Azure resources) but there is no 'Use when...' clause or equivalent explicit trigger guidance, which caps completeness at 3 per the judging guidelines. The Azure-scoping weakly implies 'when' but never states it.

3 / 5

Trigger Term Quality

Strong natural keyword coverage — users would say "VMs", "AKS", "SQL Database", "Key Vault", "load balancers", "security posture", "subscriptions and resource groups" — all present. Not 5 because several natural terms for capabilities the skill actually has are missing (e.g., Cosmos DB, Service Bus, cost optimization, troubleshooting/performance analysis), and no synonyms are provided for the abbreviated forms.

4 / 5

Distinctiveness Conflict Risk

"Azure cloud resources including VMs, VMSS, SQL Database..." carves a clear Azure niche that would not trigger for unrelated skills, but the description never mentions Dynatrace, DQL, or Smartscape — the actual tooling — so it risks overlapping with generic Azure CLI/portal/management skills. Mostly distinct with minor overlap risk against closely related Azure skills matches anchor 4; not 5 because a distinguishing tooling mention is absent.

4 / 5

Total

16

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

Dynatrace/dynatrace-for-ai

Path

skills/dt-obs-azure/SKILL.md

Reviewed

Table of Contents

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