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product-tech-influence-article

Write a concise, source-backed Chinese WeChat-ready Markdown article that helps raise a product's technical influence from a neutral third-party advisor perspective, but stop without writing when recent evidence is insufficient. Use when the user provides a product name and asks for recent-news-based product influence writing, product technology commentary, product industry interpretation, brand-neutral technical positioning, or a short public-account article saved under the current project's markdown directory.

68

Quality

86%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

81%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, highly actionable skill body: the workflow is explicitly sequenced with a rigorous evidence gate, exact output specifications, and a concrete article template. The main cost is redundancy — background-bridging, anti-template-heading, and evidence-sufficiency rules are each stated two to three times across sections, which inflates the token budget without adding guidance.

Suggestions

State the transition-background rule once (in Workflow step 5) and drop its repeats in step 2 and the Quality Bar; a single "short background bridging the reader into the news" instruction suffices.

Merge the Article Shape heading guidance ("Do not reuse fixed second-level headings") and the Quality Bar's template-fatigue list ("不是简单的...", "我更看重...", etc.) into one place, keeping the concrete banned-phrase examples.

Fold the Quality Bar's evidence-sufficiency bullet ("Do not write an article when timely product-specific evidence is insufficient") into Workflow step 3's gate, which already fully specifies the behavior, or trim step 3's overlap so the rule lives in exactly one section.

DimensionReasoningScore

Conciseness

The body is mostly efficient procedural guidance, but several instructions are repeated across sections: the "brief transition background before the news" rule appears in Workflow step 2, step 5, and the Quality Bar; anti-template-heading guidance appears in both Article Shape ("Do not reuse fixed second-level headings") and Quality Bar ("Avoid template fatigue..."); and the insufficient-evidence rule is stated in step 3 and again in the Quality Bar. Matches anchor 3 ("mostly efficient but... could be tightened") rather than anchor 4, since consolidating these would cut a noticeable fraction of the ~100 lines.

3 / 5

Actionability

For an instruction-only skill the guidance is fully concrete: exact evidence thresholds ("2 or more credible product-specific sources from the last 30 days", or "1... plus 2 or more recent supporting sources"), a verbatim refusal string ("未生成文章:近 30 天缺少足够、可信、可写成文章的产品相关证据。"), a filename pattern ("产品名-技术影响力短文-YYYYMMDD.md"), length bounds ("under 4 phone screens, roughly 900-1500 Chinese characters"), and a full article-shape template. This is copy-paste-ready guidance covering the common cases, matching anchor 5; absence of code is not penalized per the code-vs-instruction scoring note.

5 / 5

Workflow Clarity

The six-step workflow is clearly sequenced with an explicit validation checkpoint: step 3's evidence gate ("Apply the evidence gate before writing", "Continue only when...") with explicit sufficient/insufficient criteria and a defined refusal output, plus a clarification-question rule in step 1. This matches anchor 5's "explicit validation steps; feedback loops... checklists"; the gate's terminal stop behavior is intentional design, not a missing retry loop, and the operation is not destructive/batch.

5 / 5

Progressive Disclosure

No bundle files exist, and the body is well organized into Goal / Workflow / Article Shape / Quality Bar with nothing buried. This fits anchor 4 ("Good structure; most content is appropriately placed; minor organization gaps") rather than anchor 5, whose framing (and the scoring note's under-50-lines exception) applies to reference-structured or clearly minimal skills; at ~100 lines, the Article Shape template and Quality Bar list could plausibly live in a reference file, though inline is defensible.

4 / 5

Total

17

/

20

Passed

Description

87%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 description that explicitly answers both what (write a source-backed Chinese WeChat article from a neutral advisor stance, or stop when evidence is insufficient) and when (product name + recent-news-based influence/commentary/interpretation requests), in third-person imperative voice. The main weakness is the long compound when-clause, which pads the description without adding much trigger value.

DimensionReasoningScore

Specificity

"Write a concise, source-backed Chinese WeChat-ready Markdown article that helps raise a product's technical influence from a neutral third-party advisor perspective, but stop without writing when recent evidence is insufficient" names the domain and several concrete, conditioned actions (write the article; stop when evidence is insufficient) with rich modifiers. It sits between anchor 3 (1-2 concrete actions, not comprehensive) and anchor 5 (multiple actions, comprehensive coverage): the action list is narrow for a multi-step workflow (searching/sourcing evidence is not surfaced), but what is stated is precise.

4 / 5

Completeness

"Write a concise, source-backed Chinese WeChat-ready Markdown article..." explicitly answers what, and "Use when the user provides a product name and asks for..." explicitly answers when with concrete trigger phrases, matching anchor 5 exactly. It is not below anchor 5's clarity, and anchor 4 (when "could be more explicit") does not apply given the explicit Use-when clause.

5 / 5

Trigger Term Quality

"product influence writing, product technology commentary, product industry interpretation, brand-neutral technical positioning, or a short public-account article" gives good natural keyword coverage of the likely phrasings. Falls short of anchor 5's "comprehensive coverage... including synonyms" because common user variations (e.g., "tech article", "WeChat article", "technology review") are absent and the compound phrasing is somewhat jargon-heavy.

4 / 5

Distinctiveness Conflict Risk

"Chinese WeChat-ready Markdown article", "neutral third-party advisor perspective", and "public-account article saved under the current project's markdown directory" carve out a clear niche with distinct triggers and minimal overlap risk. Not anchor 4 because the domain (Chinese WeChat public-account tech commentary) is far more specific than "PDF and Word document files"-style scope, and no closely competing generic writing skill would trigger on these phrases.

5 / 5

Total

18

/

20

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.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 1 missing

Warning

Total

15

/

16

Passed

Repository

digoal/blog

Path

skills/product-tech-influence-article/SKILL.md

Reviewed

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