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intelligent-content-system

内容创作者与运营专员在需要采集网页、追踪热点或进行多平台分发时,使用此技能可一键完成从内容获取、智能配图、小红书图文生成到微信、小红书、X、B站等多平台自动发布的全流程,轻松实现内容产出与分发效率翻倍。 智能内容创作与发布全流程系统。根据用户需求自动识别场景, 编排调用网页采集、智能配图、小红书图文生成、热点内容创作、多平台发布等技能, 实现从内容获取到发布的一站式自动化。 支持场景: - 网页内容采集与再创作(采集→配图→发布) - 热点内容创作(热点采集→AI生成→多平台发布) - 原创内容优化(配图→小红书图文→发布) - 单一功能调用(采集/配图/图文/发布) 支持平台:微信公众号、小红书、X/Twitter、B站

49

Quality

55%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./skills/intelligent-content-system/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

31%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 has a clear conceptual structure (scenarios, flows, troubleshooting) but is roughly three times longer than needed, provides no executable guidance for actually invoking its sub-skills, and — most damaging — most of its reference and example links point to files that do not exist. It reads as a design document rather than an operational skill.

Suggestions

Create or remove the dead references: references/workflow-templates.md, references/skill-integration.md, references/platform-config.md, references/troubleshooting.md, and examples/*.md are all linked but missing — either ship the files or delete the links, since a model following them will find nothing.

Cut the body to a third: delete the 场景详解 section (it restates the scenario table verbatim), one of the two duplicated progress-output blocks, the 更新日志 changelog, and the marketing tagline; move scenario detail into references/scenario-detection.md, which already exists.

Add concrete invocation guidance: since the flows only say "使用 baoyu-url-to-markdown 采集网页内容", document the actual call syntax, parameters, and inputs/outputs for each sub-skill (in the currently-missing skill-integration.md or inline), and add a per-item error/validation checkpoint to the 批量处理 workflow before publishing to public platforms.

DimensionReasoningScore

Conciseness

The ~550-line body is heavily padded with redundancy: the 14-scenario table is restated verbatim in "场景详解", the progress-feedback block appears twice (lines 85-98 and 371-385), "注意事项" repeats scenario-detection and parameter points already covered, and the changelog ("更新日志 v1.0.0 ✅…") plus the closing tagline "🚀 一句话完成…" are pure padding with no operational value. It does not explain concepts Claude already knows (score-1 anchor), so it sits at score 2: noticeably verbose with several unnecessary/padded sections, not the severely verbose score-1 case.

2 / 5

Actionability

Execution guidance stays at the level of "使用 baoyu-url-to-markdown 采集网页内容" / "使用 article-illustrator 生成配图" — skill names chained in order, but no invocation syntax, no parameters, no actual commands. The only literal commands are trivial version checks (`node --version`, `chrome --version`), and the file that would document how to call the sub-skills (references/skill-integration.md) does not exist. This matches the score-2 anchor: high-level hints naming the right tools but missing the specific steps to execute; it is not score 1 because scenario codes, trigger keywords, and parameter lists are concrete, and not score 3 because there is no executable detail anywhere to be incomplete.

2 / 5

Workflow Clarity

The 标准流程 1–5 sequence is clear with branches for missing parameters (分支B) and failure (分支C), plus a troubleshooting section — better than the score-2 anchor. But the rubric caps workflow clarity at 3 for batch or destructive operations without validation: the 批量处理 section ("采集这5篇文章并发布到微信") has zero per-item error handling or verification, and publishing to public platforms has only a vague "建议发布前人工审核内容" with no checkpoint in any workflow, so it cannot reach 4.

3 / 5

Progressive Disclosure

Of the six "核心文档" links, only two exist (references/scenario-detection.md, references/quick-reference.md); workflow-templates.md, skill-integration.md, platform-config.md, and troubleshooting.md are dead links, as are all three examples/*.md links and the sub-skill paths under ../. Meanwhile the 14-scenario detail — content that the file structure says belongs in references — is inlined twice (table + 场景详解). Referenced-but-missing files plus inlined detail matches the score-2 anchor (minimal effective structure; content that belongs in separate files is inlined), and it cannot be 3 because the navigation the headers promise is broken for most destinations.

2 / 5

Total

9

/

20

Passed

Description

80%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: it explicitly states what the skill does, when to use it with natural trigger phrases, and concrete scenario/platform coverage. Its main weaknesses are mild marketing over-claims and inevitable trigger overlap with the five sub-skills it orchestrates.

DimensionReasoningScore

Specificity

The description lists multiple concrete actions — "网页采集", "智能配图", "小红书图文生成", "热点内容创作", "多平台发布" — and enumerates four scenarios and four target platforms (微信公众号、小红书、X、B站), giving comprehensive coverage of its own orchestration domain. However, over-claims like "一键完成" (one-click) and "轻松实现内容产出与分发效率翻倍" (efficiency doubled) are marketing fluff rather than capability statements, and the format-optimization step is never mentioned, so it falls just short of the score-5 anchor.

4 / 5

Completeness

Both questions are explicitly answered: the opening clause "内容创作者与运营专员在需要采集网页、追踪热点或进行多平台分发时,使用此技能…" is a concrete 'use when' trigger, and the what is stated concretely as "编排调用网页采集、智能配图、小红书图文生成、热点内容创作、多平台发布等技能,实现从内容获取到发布的一站式自动化". This matches the score-5 anchor: clear what AND when with concrete trigger phrases.

5 / 5

Trigger Term Quality

Natural user phrasings are well represented: "采集网页", "追踪热点", "多平台分发", plus platform names and the four scenario bullets (采集→配图→发布, 热点采集→AI生成→多平台发布). A few natural synonyms are missing (e.g. "抓取", "公众号文章", "转小红书" appear only in the body, not the description), matching the score-4 anchor of good coverage with minor gaps.

4 / 5

Distinctiveness Conflict Risk

The Chinese multi-platform content niche is fairly specific, but as an orchestrator its description subsumes all five declared dependency skills (baoyu-xhs-images, wechat-hotspot-publisher, article-illustrator, etc.), so requests like "生成小红书图文" or "发布到微信公众号" would equally match this skill and its own sub-skills. This overlaps the score-3 anchor (somewhat specific but still overlapping with similar skills) rather than score 4, since the collision is with closely bundled siblings, not just distant ones.

3 / 5

Total

16

/

20

Passed

Validation

75%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 12 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

skill_md_line_count

SKILL.md is long (580 lines); consider splitting into references/ and linking

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

relative_links

Relative link issues: 8 missing, 5 suspicious

Warning

referenced_paths_exist

Referenced path issues: 6 missing

Warning

Total

12

/

16

Passed

Repository
anbeime/skill
Reviewed

Table of Contents

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