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check-processing

Run a phased processing-workflow audit from UI submit bindings to backend execution: map workflow paths first, then validate parameter, type, and initialization correctness.

60

Quality

71%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./.github/skills/check-processing/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

77%

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

The body is highly actionable with a clear, well-sequenced audit workflow and explicit validation steps, but it is somewhat verbose due to repeated workflow listings and lacks bundle-based progressive disclosure structure.

Suggestions

Consolidate the workflow/file listings so each path appears once; the Required Workflow Coverage, Primary Files, and Procedure sections overlap heavily.

Signal the `.github/instructions/core.instructions.md` reference more clearly as the place for detail, or extract repeatable checklists into a separate reference file.

Tighten the Procedure's repeated parameter-family enumeration to reduce token cost while preserving the concrete checks.

DimensionReasoningScore

Conciseness

The body is mostly efficient and assumes competence, but it is long and repeats the workflow list three times (Required Workflow Coverage, Primary Files, and within the Procedure), which adds padding.

2 / 3

Actionability

Provides concrete, executable guidance: exact file paths, function signatures to resolve, specific fields to compare (sampler_index, hr_sampler_index), and precise type checks (gr.Image vs PIL.Image, int vs float).

3 / 3

Workflow Clarity

A clearly sequenced seven-step procedure with explicit validation checkpoints (e.g., 'Flag positional drift', 'Flag mismatches', runtime spot check 'If runtime checks are not feasible, explicitly report static-only limitations') and a reporting format with severity tiers.

3 / 3

Progressive Disclosure

The content is self-contained with clear sections and references one external file (`.github/instructions/core.instructions.md`), but there is no bundle directory and the reference is not clearly signaled as a one-level-deep detail source; much detail is inline that could be split.

2 / 3

Total

10

/

12

Passed

Description

65%

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 concrete and highly distinctive, with a clear action sequence, but it lacks an explicit 'Use when...' trigger clause and leans on jargon rather than natural user phrasing.

Suggestions

Add an explicit trigger clause (e.g., 'Use when a change touches UI submit wiring or processing argument order, type, or initialization correctness') so the 'when' is stated, not implied.

Soften jargon with at least one natural term a user would say (e.g., 'generation workflow', 'parameter passing') to improve trigger-term quality.

Consider dropping the redundant internal phrasing ('map workflow paths first, then validate') to keep the description concise.

DimensionReasoningScore

Specificity

Lists multiple concrete actions: 'map workflow paths first', 'validate parameter, type, and initialization correctness', tracing 'from UI submit bindings to backend execution'.

3 / 3

Completeness

Clearly states what it does, but the 'when' trigger is only implied by the technical scope; there is no explicit 'Use when...' clause, capping completeness at 2.

2 / 3

Trigger Term Quality

Uses technical terms like 'processing-workflow audit', 'UI submit bindings', 'parameter, type, and initialization correctness' rather than natural phrases a user would say; common trigger phrasing is absent.

2 / 3

Distinctiveness Conflict Risk

The niche is highly specific — a processing-workflow contract audit across UI bindings to diffusers execution — making it unlikely to fire for unrelated skills.

3 / 3

Total

10

/

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
vladmandic/sdnext
Reviewed

Table of Contents

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