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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.

80

Quality

100%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

100%

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

A well-structured, lean orchestration skill: it gives concrete MCP tool invocations in an exact sequence with validation gates and feedback loops, assumes Claude's competence throughout, and is cleanly sectioned for a short single-purpose skill.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence — it never explains what CI/CD, pipelines, or mypy are — and every section delivers actionable guidance; the only repetition ("never raw shell build/test commands") reinforces a safety guardrail and earns its tokens, keeping it at the level-3 'lean and efficient' anchor rather than the level-2 'could be tightened'.

3 / 3

Actionability

It names exact MCP tools in a table, an exact verify sequence (`azsdk_package_build_code` → `azsdk_package_run_check` → `azsdk_package_run_tests`), a max-3 iteration limit, and concrete classification categories — fully executable, instruction-style guidance matching the level-3 anchor (code absence is not penalized for an instruction/MCP-orchestration skill).

3 / 3

Workflow Clarity

Six clearly numbered steps include an explicit validation gate ("all must pass"), a feedback loop ("On failure, revise and re-verify (max 3 attempts)"), and error recovery (run `azsdk_verify_setup`), matching the level-3 'clear sequence with explicit validation steps and feedback loops' anchor rather than the level-2 'checkpoints missing or implicit'.

3 / 3

Progressive Disclosure

The skill is under 50 lines with no external references needed and is organized into well-signaled sections (Rules, MCP Tools, Steps, Examples, Troubleshooting), qualifying for the level-3 simple-skill allowance rather than the level-2 'content that should be separate is inline'.

3 / 3

Total

12

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12

Passed

Description

100%

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

An exemplary skill description: it states the capability concretely, supplies natural trigger phrases for both inclusion and exclusion, disambiguates from a sibling skill, and lists the tools it invokes — all in third person without padding.

DimensionReasoningScore

Specificity

Names a precise domain ("Azure SDK CI/CD pipeline failures") and concrete actions ("applying code changes and verifying locally") plus the four INVOKES MCP tools, matching the 'lists multiple specific concrete actions' anchor rather than the vague level-1 or partial level-2 examples.

3 / 3

Completeness

It explicitly states what it does in the opening sentence and when to use it via the explicit "USE FOR" / "DO NOT USE FOR" clauses, satisfying the level-3 'clearly answers both what AND when with explicit triggers' anchor.

3 / 3

Trigger Term Quality

The USE FOR list packs natural phrasings a user would actually say ("fix pipeline failure", "fix CI", "fix failing tests", "fix mypy/pylint/type-check/lint errors", "resolve pipeline failure"), giving good coverage with common variations, matching the level-3 anchor.

3 / 3

Distinctiveness Conflict Risk

It carves a clear niche (fixing pipeline failures) and explicitly redirects overlapping cases ("DO NOT USE FOR: pipeline analysis (instead use azsdk-common-pipeline-analysis), API design review, SDK publishing"), matching the level-3 'clear niche with distinct triggers; unlikely to conflict' anchor.

3 / 3

Total

12

/

12

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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