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arn-infra-assess

This skill should be used when the user says "assess infrastructure", "infra assess", "arn infra assess", "infrastructure assessment", "analyze infrastructure needs", "what infrastructure do I need", "infrastructure audit", "app infrastructure assessment", "full infra assessment", "infrastructure review", "assess my app", "un-defer infrastructure", "infra backlog", or wants a comprehensive analysis of their application's infrastructure needs, including processing deferred infrastructure backlogs, to produce a prioritized infrastructure backlog published as issues.

79

Quality

100%

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

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 well-structured, actionable 8-step workflow that externalizes detail into three real reference files with clear navigation. It includes validation checkpoints, error handling, and concrete commands. It is an exemplar of progressive disclosure and workflow clarity.

DimensionReasoningScore

Conciseness

Lean imperative prose that assumes Claude's competence — it does not explain what infrastructure or a backlog is. Every step and inline template (issue body, fallback markdown) is functional rather than padded.

3 / 3

Actionability

Provides executable guidance: concrete 'gh issue create' commands with flags, explicit agent dispatch via the Task tool with the model parameter and resolution path, and copy-ready templates. Paths and parameters are specific.

3 / 3

Workflow Clarity

Eight clearly sequenced steps with validation checkpoints — Step 0 guarantees config before proceeding, error handling defines fallback flows (manual assessment, backlog.md fallback, dedup before issue creation), and batch issue creation has explicit recovery.

3 / 3

Progressive Disclosure

SKILL.md is a clear overview with three one-level-deep references, each signaled by a blockquote 'Read ... for ...' and verified to exist in references/ (agent-invocation-guide.md, assessment-questionnaire.md, backlog-item-template.md). No nested reference chains.

3 / 3

Total

12

/

12

Passed

Description

100%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, trigger-rich, complete, and distinct. It names concrete actions and provides an explicit 'use when' clause with many natural trigger phrases. It is on the longer side but every phrase earns its place as a genuine trigger variation.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'analyze the complete application codebase, ask structured assessment questions, and produce a prioritized infrastructure backlog published as issues' — rather than vague language.

3 / 3

Completeness

Clearly answers both 'what' (analyze codebase, ask questions, produce prioritized backlog) and 'when' with an explicit 'should be used when the user says...' trigger clause.

3 / 3

Trigger Term Quality

Twelve-plus natural trigger phrases users would actually say ('assess infrastructure', 'infra assess', 'infrastructure audit', 'assess my app', 'infra backlog') give broad coverage of common variations.

3 / 3

Distinctiveness Conflict Risk

Targets a clear niche (deferred-infrastructure un-deferring and fresh infra assessment) with distinct Arness-specific triggers unlikely to fire for unrelated skills.

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
AppsVortex/arness
Reviewed

Table of Contents

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