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sharaf/professional-article-writer

Use when a professional article task needs evidence-bound editorial control: source packet, claim ledger, verification queue, publication notes, anti-slop revision, article audit, or series plan. Trigger on write, rewrite, revise, humanize, outline, audit, or plan for an article, essay, blog post, longform, thought leadership, or source-backed copy. Do not use for generic copy, short posts, email, docs, or fiction. Topic-only => Editorial Brief plus source plan only, no article body. Source packet => article plus Publication Notes. Draft rewrite/revision => first output # Revised Article, then rewritten article body, then Change Notes.

100

1.56x
Quality

100%

Does it follow best practices?

Impact

100%

1.56x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No known issues

Overview
Quality
Evals
Security
Files

Quality

Discovery

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This is a strong, well-crafted skill description that clearly defines its niche in evidence-bound professional article writing. It excels at providing explicit trigger terms, exclusion criteria, and conditional output workflows. The only minor weakness is that some terminology like 'anti-slop revision' and 'claim ledger' may be internal jargon that users wouldn't naturally use, but the broader trigger terms compensate well.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: source packet, claim ledger, verification queue, publication notes, anti-slop revision, article audit, series plan, editorial brief, and describes specific output workflows (e.g., 'Topic-only => Editorial Brief plus source plan only').

3 / 3

Completeness

Clearly answers both 'what' (evidence-bound editorial control with specific deliverables like claim ledger, verification queue, publication notes) and 'when' (explicit 'Trigger on...' clause with verbs and content types, plus 'Do not use for...' exclusions). The 'Use when' equivalent is present at the start.

3 / 3

Trigger Term Quality

Includes strong natural trigger terms users would say: 'write, rewrite, revise, humanize, outline, audit, plan' combined with content types 'article, essay, blog post, longform, thought leadership, source-backed copy.' Also explicitly lists exclusions (generic copy, short posts, email, docs, fiction) which helps with routing.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive with its focus on evidence-bound/source-backed professional articles. The explicit exclusion list ('Do not use for generic copy, short posts, email, docs, or fiction') and specialized terminology (claim ledger, verification queue, anti-slop revision) make it very unlikely to conflict with other writing skills.

3 / 3

Total

12

/

12

Passed

Implementation

100%

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

This is an exceptionally well-crafted skill that demonstrates strong editorial workflow design. It is concise yet comprehensive, with clear mode routing, explicit output gates per input type, a concrete inline example, and well-structured progressive disclosure to reference files. The evidence-first philosophy is consistently enforced through claim ledgers, verification queues, and guardrails that prevent common failure modes like fabricated citations and unsupported claims.

DimensionReasoningScore

Conciseness

The content is lean and efficient throughout. It assumes Claude's competence, avoids explaining what articles or editorial workflows are, and every section delivers actionable constraints or rules without padding. The mode router, evidence rule, and guardrails are all tightly written.

3 / 3

Actionability

The skill provides concrete, specific guidance: hard output gates define exact deliverables per mode, the inline example shows a complete editorial brief output, revision order is explicitly sequenced (structure → evidence → interestingness → voice → readability), and the evidence rule gives specific categories to flag. The mode router maps inputs to outputs clearly.

3 / 3

Workflow Clarity

The workflow is clearly sequenced through 'First Actions' (pick mode → set evidence standard → build brief → build claim ledger → draft/revise), with explicit validation checkpoints: evidence must be established before prose, the claim ledger catches unsupported facts, and guardrails provide a hold/rebrief feedback loop when claims lack support. The revision order is explicitly sequenced with structure before voice.

3 / 3

Progressive Disclosure

The skill provides a complete, self-contained overview for normal use and clearly signals one-level-deep references via a well-organized table mapping specific needs to specific files. The instruction 'Open these files only when the task calls for that depth' is an excellent progressive disclosure signal. However, no bundle files were provided to verify the references exist, though the structure itself is exemplary.

3 / 3

Total

12

/

12

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.

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Reviewed

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