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mps-bugfix

Structured MPS bugfix workflow driven by a YouTrack issue ID — preflight tool checks, version/branch derivation, parallel-agent problem analysis, solution design, branch creation, implementation, review, and YouTrack updates. Use when the user invokes "/bugfix", asks to "fix a bug", "work on a bug", "investigate an issue", or provides a YouTrack issue ID.

79

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.

The content is a well-structured, lean phased workflow with concrete commands and named MCP tools, explicit validation checkpoints and gating, and clean progressive disclosure through eight real reference files. It assumes Claude's competence and adds only project-specific guidance.

DimensionReasoningScore

Conciseness

The body is a lean phased overview that delegates detail to eight reference files and avoids explaining concepts Claude already knows; the only repetition is intentional reinforcement of the no-implementation-before-approval and validate-after-each-change safety guards. Matches the 'lean and efficient' anchor; not level 2 because no token is padding.

3 / 3

Actionability

Provides concrete commands ('git branch -r --list origin/20*'', the checkout/pull/branch block) and specific MCP tool names ('get_issue', 'update_issue', 'add_issue_comment', 'mcp_idea_get_file_problems'), with exact prompts/templates in references; placeholders are justified because they are derived in earlier phases. Matches the 'fully executable / copy-paste ready' anchor; not level 2 because guidance is concrete rather than pseudocode.

3 / 3

Workflow Clarity

An explicit Phase 0–7 sequence with validation checkpoints and gating ('Stop until tools available', 'Only begin after explicit user command', 'Validate after each logical change') plus feedback loops; matches the 'clear sequence with explicit validation steps' anchor; not level 2 because checkpoints are explicit, not implicit.

3 / 3

Progressive Disclosure

SKILL.md is an overview pointing to eight one-level-deep, clearly-signaled reference files (all verified to exist), with a Reference Index for navigation and content appropriately split into templates/prompts/tables. Matches the 'clear overview with well-signaled one-level-deep references' anchor; not level 2 because references are signaled and shallow, not nested or buried.

3 / 3

Total

12

/

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.

The description is strong: it enumerates concrete workflow actions, gives an explicit 'Use when...' clause with several natural trigger phrases, and is scoped to a distinct MPS/YouTrack niche. It uses third-person voice and avoids vague fluff.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'preflight tool checks, version/branch derivation, parallel-agent problem analysis, solution design, branch creation, implementation, review, and YouTrack updates' — matching the 'lists multiple specific concrete actions' anchor; not level 2 because coverage is comprehensive rather than partial.

3 / 3

Completeness

Clearly answers both what (the enumerated workflow actions) and when (an explicit 'Use when...' clause), so the missing-trigger cap at 2 does not apply; not level 2 because the when is explicit, not merely implied.

3 / 3

Trigger Term Quality

Includes natural phrases a user would actually say — '/bugfix', 'fix a bug', 'work on a bug', 'investigate an issue', 'YouTrack issue ID' — matching the 'good coverage of natural terms' anchor; not level 2 because common variations are present rather than missing.

3 / 3

Distinctiveness Conflict Risk

Tightly scoped to 'MPS bugfix workflow driven by a YouTrack issue ID' with '/bugfix' and 'YouTrack' triggers — a clear niche unlikely to fire for other skills; not level 2 because the scope is specific rather than overlapping.

3 / 3

Total

12

/

12

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
JetBrains/MPS
Reviewed

Table of Contents

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