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azsdk-common-pipeline-fixer

Automatically fix Azure SDK CI/CD pipeline failures by applying code changes and verifying locally. USE FOR: "fix pipeline failure", "fix CI", "fix failing tests", "auto-fix and commit the fix", "fix build error", "fix mypy/pylint/type-check/lint errors", "auto-fix pipeline", "resolve pipeline failure". DO NOT USE FOR: pipeline analysis (instead use azsdk-common-pipeline-analysis), API design review, SDK publishing. INVOKES: azure-sdk-mcp:azsdk_package_build_code, azure-sdk-mcp:azsdk_package_run_check, azure-sdk-mcp:azsdk_package_run_tests, azure-sdk-mcp:azsdk_verify_setup.

73

Quality

89%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

85%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 tight, well-sequenced skill body with concrete tool guidance, an explicit verify-then-iterate feedback loop, and clean section organization. The only friction is minor redundancy around the no-raw-shell rule and prerequisites.

Suggestions

State the 'never use raw shell build/test commands; use the azsdk MCP tools' rule once (e.g., in Rules) and reference it from step 5 and Troubleshooting instead of repeating it verbatim.

Drop the separate Prerequisites line since it duplicates the first Rule and the frontmatter compatibility field.

Consider adding one concrete invocation pattern for the MCP tools in step 5 to push actionability from mostly-executable to fully copy-paste ready.

DimensionReasoningScore

Conciseness

Lean and free of concept over-explanation, but the 'never raw shell build/test commands' rule is repeated three times (Rules, step 5, Troubleshooting) and the Prerequisites line restates the first Rule, offering minor trim opportunities.

4 / 5

Actionability

Provides concrete MCP tool names and an explicit build → check → tests sequence with a fallback (azsdk_verify_setup); the 'Fix' step intentionally delegates the actual edit to judgment, which is appropriate for an instruction skill but leaves a minor gap versus copy-paste-ready commands.

4 / 5

Workflow Clarity

A clear 6-step sequence with an explicit validation checkpoint (step 5 'all must pass') and a feedback loop (step 6 revise and re-verify, max 3 attempts), satisfying the validation requirement for batch/code-changing operations.

5 / 5

Progressive Disclosure

Under 50 lines with well-organized sections (Rules, MCP Tools, Steps, Examples, Troubleshooting) and no need for external bundle files; the single cross-skill reference is clearly signaled one level deep.

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, well-structured description that crisply states what it does, when to use it, when not to, and which tools it invokes. Trigger-term coverage and completeness are excellent; only specificity is slightly held back by the high-level framing of its actions.

DimensionReasoningScore

Specificity

Names the domain and several concrete actions ('applying code changes and verifying locally') plus specific invoked MCP tools, but the core actions stay somewhat high-level rather than enumerating a comprehensive action set.

4 / 5

Completeness

Explicitly answers both 'what' (fix Azure SDK CI/CD pipeline failures via code changes and local verification) and 'when' (USE FOR: concrete trigger phrases, plus DO NOT USE FOR boundaries).

5 / 5

Trigger Term Quality

Comprehensive natural trigger phrases covering synonyms and variations ('fix pipeline failure', 'fix CI', 'fix failing tests', 'fix mypy/pylint/type-check/lint errors', 'auto-fix pipeline', 'resolve pipeline failure') that users would naturally say.

5 / 5

Distinctiveness Conflict Risk

Clear niche (Azure SDK CI/CD pipeline fixing) with explicit DO NOT USE FOR boundaries (pipeline analysis, API design review, SDK publishing) minimizing conflict with sibling skills.

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

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