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azsdk-common-pipeline-analysis

Analyze Azure SDK CI/CD pipeline failures into a structured diagnosis, and define the required output format. Load this skill before calling azsdk_analyze_pipeline, which returns raw failure data that this skill interprets and formats. USE FOR: "pipeline failed", "build failure", "CI check failing", "tests failing in CI", "analyze pipeline", "debug SDK pipeline". DO NOT USE FOR: local build issues without pipeline context, API design review, SDK publishing, applying code fixes (instead use azsdk-common-pipeline-fixer). INVOKES: azure-sdk-mcp:azsdk_analyze_pipeline, azure-sdk-mcp:azsdk_get_pipeline_llm_artifacts, azure-sdk-mcp:azsdk_get_failed_test_run_data, azure-sdk-mcp:azsdk_get_failed_test_case_data, azure-sdk-mcp:azsdk_get_pr_checks, azure-sdk-mcp:azsdk_get_pipeline_status.

73

Quality

90%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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.

A well-structured, actionable skill body that orchestrates specific MCP tools and defers detail to two well-signaled reference files. Minor conciseness redundancy and non-inline validation keep it just short of top marks.

Suggestions

Deduplicate the no-fix boundary: state it once in Rules and drop the restating sentence from the intro paragraph.

Fold a brief validation checkpoint into the Steps (e.g., after Analyze, 'if failed_pipeline_tests is empty, fall back to failed_pipeline_tasks logs') rather than deferring all recovery to Troubleshooting.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence (no concept teaching), but the no-fix boundary is restated in both the intro paragraph and the Rules section, which could be trimmed.

4 / 5

Actionability

Provides exact MCP tool names, concrete parameters (failedTestRunsPath set to artifact_file_path, testCaseTitle), build-ID examples, and specific troubleshooting actions like 'az login'.

5 / 5

Workflow Clarity

Six steps are clearly sequenced (Identify, Analyze, Fetch, Categorize, Diagnose, Report) with error-recovery guidance in Troubleshooting, but validation checkpoints are not inline within the workflow steps.

4 / 5

Progressive Disclosure

The body is an overview that signals two real one-level-deep references — references/output-format.md and references/failure-patterns.md — with content appropriately split out.

5 / 5

Total

18

/

20

Passed

Description

95%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 strong, specific description with explicit trigger guidance and clear boundary handling against a sibling fixer skill. The only minor gap is that the listed concrete actions are somewhat narrow rather than comprehensive.

DimensionReasoningScore

Specificity

Names the domain and several concrete actions ('Analyze ... into a structured diagnosis', 'define the required output format', 'interprets and formats' raw failure data), but the action set is narrow rather than comprehensive.

4 / 5

Completeness

Explicitly states what it does ('Analyze Azure SDK CI/CD pipeline failures into a structured diagnosis') and when to use it via concrete USE FOR trigger phrases, plus a DO NOT USE FOR boundary.

5 / 5

Trigger Term Quality

The USE FOR list gives comprehensive natural phrases users would actually say — 'pipeline failed', 'build failure', 'CI check failing', 'tests failing in CI', 'analyze pipeline', 'debug SDK pipeline' — including synonyms.

5 / 5

Distinctiveness Conflict Risk

A clear niche (Azure SDK CI/CD pipeline failures) with distinct triggers and an explicit DO NOT USE FOR clause redirecting code-fix work to azsdk-common-pipeline-fixer minimizes conflict risk.

5 / 5

Total

19

/

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
Azure/azure-sdk-for-net
Reviewed

Table of Contents

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