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x-mastery-mentor

$10K/hr级X/Twitter运营导师。基于Nicolas Cole、Dickie Bush、Sahil Bloom、Justin Welsh、 Dan Koe、Alex Hormozi六位顶级创作者的方法论 + X开源算法深度分析 + AI/科技赛道专精策略, 提炼6个核心心智模型、10条决策启发式、完整的选题-写作-增长操作手册。 通用方法论为底座,AI/科技赛道为专精。 当用户提到「X运营」「推特」「Twitter」「怎么写推文」「怎么涨粉」「X策略」「推特选题」「tweet」「thread」「X算法」时使用。 即使用户只是说「这条推文怎么写」「帮我想个X内容」「推特增长」「发推」「write a tweet」「X account」「grow on X」也应触发。

74

Quality

93%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

85%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.

The body is highly actionable with strong, validated workflows and clean one-level progressive disclosure. Its only real weakness is conciseness — several narrative/confessional sections and the full micro-example block add tokens that don't advance the instruction.

Suggestions

Trim the 实测微例 section to one compact before/after sketch (or move full examples into references/) to cut verbatim tweet tokens.

Collapse the 诚实边界 six-item list and 导师定位 positioning into a single concise scope/boundary line; the caveats are largely implied by the operational rules.

Move the git 版本自检 block into a short reference file or a one-line conditional, keeping the main body purely operational.

DimensionReasoningScore

Conciseness

The operational core is dense and useful, but several non-instructional sections pad the body — the intro quote, the "我能帮你的/我不能帮你的" positioning list, the full verbatim 实测微例 tweets, the 6-item 诚实边界 confession, and the git version-self-check block — which add tokens Claude doesn't strictly need.

3 / 5

Actionability

Provides fully executable guidance: numbered Steps per scenario, concrete character limits (120-130), named tools (computer-use/claude-in-chrome), file schemas, and weekly action plans (周一/周三/周五), covering the common cases copy-paste ready.

5 / 5

Workflow Clarity

Each scenario is a clearly sequenced multi-step flow with explicit 【检查点】 checkpoints, a STOP CHECKPOINT gate (3 questions per scenario), and a fallback tree with recovery loops; batch/report operations carry validation (样本量≥50, 时间跨度≥14天).

5 / 5

Progressive Disclosure

Clear overview with a routing table and a verified reference index; all 11 referenced files exist, references are one level deep (operation layer + research layer), and navigation is well signaled via "按需加载".

5 / 5

Total

18

/

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.

The description is third-person, concise yet comprehensive, with concrete deliverables, an explicit use-when trigger clause, and a strong set of natural bilingual trigger terms. It matches the strongest anchor on every dimension.

DimensionReasoningScore

Specificity

Lists multiple concrete deliverables — "6个核心心智模型、10条决策启发式、完整的选题-写作-增长操作手册" — giving comprehensive, specific coverage rather than abstract language.

5 / 5

Completeness

Explicitly answers both what (mentor distilling six creators' methods into models/heuristics/manual) and when ("当用户提到…时使用" plus "即使用户…也应触发").

5 / 5

Trigger Term Quality

Comprehensive natural terms including synonyms and both languages ("X运营/推特/Twitter/tweet/thread/grow on X/write a tweet"), covering phrases a user would naturally say.

5 / 5

Distinctiveness Conflict Risk

Clear niche (X/Twitter operations mentor, AI/tech track specialization) with distinct, platform-specific triggers and minimal overlap with other skills.

5 / 5

Total

20

/

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

referenced_paths_exist

Referenced path issues: 6 deeper-than-1-level

Warning

Total

15

/

16

Passed

Repository
alchaincyf/x-mentor-skill
Reviewed

Table of Contents

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