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avoid-ai-writing

Audit and rewrite prose so it stops reading as machine-generated. Use this skill when asked to remove AI-isms, clean up AI writing, edit a draft for AI tells, audit a README, changelog, release note, PR description, or blog post for machine-sounding prose, or make text sound less like AI. Supports a detect-only mode, a rewrite mode, and an edit-in-place mode, with optional voice and context profiles.

77

Quality

96%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

92%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.

A well-structured, actionable instruction-only skill with a clear sequenced workflow, explicit validation feedback loops, and clean progressive disclosure into three real reference files.

DimensionReasoningScore

Conciseness

Mostly lean and assumes Claude's competence without explaining basic concepts, though the research-citation paragraph in 'What a flag proves' is somewhat heavier than a skill overview strictly needs.

4 / 5

Actionability

Concrete, executable guidance throughout: named modes with trigger words, a numbered pass quoting offending spans against specific tiered tables, an explicit forbidden-additions list, and a per-mode output spec.

5 / 5

Workflow Clarity

The 5-step pass is clearly sequenced with an explicit validation feedback loop (step 5 re-reads the rewrite; edit mode re-opens the file and confirms flagged patterns are gone).

5 / 5

Progressive Disclosure

SKILL.md is a well-organized overview with three clearly signaled, one-level-deep references (profiles.md, pattern-catalog.md, word-tiers.md) that all exist as real bundle files.

5 / 5

Total

19

/

20

Passed

Description

100%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.

A strong, third-person description that explicitly covers what the skill does, when to invoke it, and which artifacts it targets, with natural trigger phrases and a distinct niche.

DimensionReasoningScore

Specificity

Lists multiple concrete actions (audit, rewrite, edit-in-place) across named artifact types (README, changelog, release note, PR description, blog post) with comprehensive coverage of the domain.

5 / 5

Completeness

Explicitly answers both 'what' (audit and rewrite prose so it stops reading as machine-generated, with detect/rewrite/edit modes) and 'when' via a concrete 'Use this skill when asked to...' clause with multiple trigger phrases.

5 / 5

Trigger Term Quality

Comprehensive natural-language triggers users would actually say: 'remove AI-isms', 'clean up AI writing', 'edit a draft for AI tells', 'make text sound less like AI', plus concrete artifact names.

5 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (machine-sounding prose remediation) with distinct triggers and minimal overlap risk against other skills.

5 / 5

Total

20

/

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
wshobson/agents
Reviewed

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.