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mflux-cli

Navigate MFLUX CLI capabilities, locate commands by area, and summarize supported features.

55

Quality

61%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./.cursor/skills/mflux-cli/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

65%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.

The body is a well-structured, concise inventory of mflux CLI capabilities that navigates cleanly, but it offers directional rather than executable guidance and lacks an explicit sequenced workflow with validation checkpoints. It performs best on organization and token efficiency.

Suggestions

Add at least one concrete, copy-pasteable example command (e.g. a representative mflux generation invocation with the recommended inference-step flag) to lift actionability.

Provide a short numbered workflow for locating a command (parser module -> model CLI package -> shared helpers) with an explicit verification step confirming the flag exists in the current CLI.

Replace directional best-practice bullets with a brief checklist so each step is unambiguous and verifiable.

DimensionReasoningScore

Conciseness

Efficient bullet and section structure with no over-explanation of known concepts; only minor padded phrasings (e.g. 'without relying on brittle file paths') could be trimmed.

4 / 5

Actionability

Guidance references concrete artifacts ('check MODEL_INFERENCE_STEPS', 'prefer extending shared parser methods') but stays directional rather than providing executable commands or examples; as an instruction-only skill this is acceptable yet incomplete.

3 / 5

Workflow Clarity

'How to find commands' and 'Best practices' give a rough sequence but lack explicit checkpoints or a feedback loop; this is not a destructive/batch skill so no hard cap applies, yet validation steps are absent.

3 / 5

Progressive Disclosure

A single, well-organized file under ~100 lines with clear section headers and no bundle files; per the simple-skills note this warrants a 5 for navigation and structure.

5 / 5

Total

15

/

20

Passed

Description

58%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.

The description clearly identifies the domain and a few concrete actions but omits an explicit 'Use when...' trigger clause, which caps its completeness and leaves trigger-term coverage generic. It is distinct as a CLI-navigation skill yet would benefit from natural user-facing trigger phrases.

Suggestions

Add a 'Use when ...' clause naming concrete triggers, e.g. 'Use when a user asks to generate an image, pick a model, or find a CLI command in mflux'.

Include natural user phrases and model names (e.g. 'generate an image', 'z-image', 'Flux', 'LoRA') so the description matches what users actually say.

Tighten the actions to the most decision-relevant verbs and drop generic terms like 'capabilities' to sharpen distinctiveness.

DimensionReasoningScore

Specificity

Names the MFLUX CLI domain plus three concrete actions ('Navigate ... capabilities', 'locate commands by area', 'summarize supported features'), giving several specific actions with only minor coverage gaps.

4 / 5

Completeness

The 'what' is clear, but there is no 'Use when...' trigger clause; per the rubric, a missing explicit trigger guidance caps completeness at 3.

3 / 5

Trigger Term Quality

Relevant keywords like 'MFLUX CLI', 'commands', and 'supported features' appear, but it lacks the natural phrasings a user would actually say (e.g. 'generate an image', model names) and common synonyms.

3 / 5

Distinctiveness Conflict Risk

The MFLUX CLI niche is distinct with minimal overlap risk against other skills, though the generic word 'capabilities' leaves minor overlap with neighboring CLI skills.

4 / 5

Total

14

/

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
filipstrand/mflux
Reviewed

Table of Contents

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