mflux-dev-env

Set up and work in the mflux dev environment (arm64 expectation, uv, Makefile targets, lint/format/test).

Quality

83%

Does it follow best practices?

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Securityby

Passed

No findings from the security scan

Quality

Content

100%Weight 40%Scale 1-3

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 concise, well-organized, single-purpose skill with fully executable commands and no unnecessary explanation, fitting the simple-skill scoring notes for full marks.

Dimension	Reasoning	Score
Conciseness	The body is lean and assumes Claude's competence, providing only the actionable facts (Makefile targets, 'uv run ...', the MFLUX_PRESERVE_TEST_OUTPUT flag) with no padding or explanation of concepts Claude already knows.	3 / 3
Actionability	It gives fully executable, copy-paste-ready commands ('make install', 'make lint', 'make format', 'make check', 'make build', 'uv run ...') with no pseudocode or missing details.	3 / 3
Workflow Clarity	This is a simple single-purpose skill under 50 lines; the actions are unambiguously listed and grouped, which per the simple-skills note warrants a 3, and no destructive/batch operation requires an explicit validation loop.	3 / 3
Progressive Disclosure	The skill is under 50 lines with no need for external references, and content is organized into clear sections (When to Use, Instructions), which per the guidelines earns a 3 on well-organized sections alone.	3 / 3
	Total	12 / 12 Passed

Description

67%Weight 40%Scale 1-3

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 specific and distinct, naming concrete tooling and actions, but it lacks an explicit 'Use when' trigger clause, which caps completeness and limits trigger-term quality.

Suggestions

Add an explicit 'Use when...' trigger clause naming natural phrasings (e.g., 'Use when setting up the mflux repo locally, or when running lint/format/test/build').

Broaden trigger terms toward user-natural phrasing rather than only tool names (e.g., 'run the tests', 'format the code').

Dimension	Reasoning	Score
Specificity	The description names concrete actions and tooling ('Set up and work in the mflux dev environment (arm64 expectation, uv, Makefile targets, lint/format/test)'), listing multiple specific concrete actions like lint, format, and test rather than vague abstractions.	3 / 3
Completeness	It clearly states what the skill does, but 'when' to use it is only implied, not stated; per the judging guidelines a missing 'Use when...' clause caps completeness at 2.	2 / 3
Trigger Term Quality	It includes some relevant keywords a user might say ('mflux', 'lint', 'format', 'test', 'Makefile'), but the terms skew technical and miss common natural variations a user would say, with no explicit trigger phrasing.	2 / 3
Distinctiveness Conflict Risk	'mflux dev environment' is a clear niche with distinct tool-based triggers (mflux, uv, Makefile) that are unlikely to fire for unrelated skills.	3 / 3
	Total	10 / 12 Passed

Validation

100%

Warnings & errors only

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: filipstrand/mflux
Path: .cursor/skills/mflux-dev-env/SKILL.md
Commit: 4ac641e

Reviewed: 8 days ago

Table of Contents

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