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SEO 全流程技能：网站诊断、页面优化、技术SEO、内容策略、外链建设。 当用户提到 SEO、搜索排名、网站优化、关键词、标题描述优化、结构化数据、 技术SEO、Core Web Vitals、sitemap、robots.txt、SEO审计等时触发。

ClawHub Agent Skills author: 乐思蜀 v1.0.0 MIT-0 80 files body ≈ 407 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

As a process F 20/100 · Will not run — References files that are not bundled: references/tkd-standard.md, references/keyword-research.md, references/on-page-seo.md

ReferenceMarketingtype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
80/100
safety, quality, tests
Safety 60%
97
Quality 40%
54
Run on models
none yet
Process rating
F
20/100
Will not run
References files that are not bundled: references/tkd-standard.md, references/keyword-research.md, references/on-page-seo.md
Tools and files w 18
0
Steps w 15
0
Result and completion w 14
0
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  2. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 3

✓ No critical or high findings

Medium and low: 3
  • low Secrets in code secret-high-entropy-token references-google/do-i-need-seo.md:443
    High-entropy token-like string (may be an id, hash or a credential) (placeholder value)
    * Finally, avoid getting involved in [link schemes](/search/docs/essentials/spam-policies#link-spam), such as buying links from other sites to increase your ranking. This is against Google's spam poli
    placeholder
  • low Risky intent intent-offensive-security references-google/robots-txt.md:59
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (quoted — discussed, not commanded)
    Google's automated [crawlers](/crawling/docs/crawlers-fetchers/overview-google-crawlers) support the [Robots Exclusion Protocol (REP)](https://www.rfc-editor.org/rfc/rfc9309.html). This means that bef
    quoted
  • low Secrets in code secret-high-entropy-token references-moz/how-search-engines-operate.txt:397
    High-entropy token-like string (may be an id, hash or a credential)
    [According to Google’s former Chief of Search Quality](https://twitter.com/dannysullivan/status/580632457877331968?ref_src=…&ref_url=…

Files scanned: 80. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: references/tkd-standard.md
  • warning missing-ref reference to a missing file: references/keyword-research.md
  • warning missing-ref reference to a missing file: references/on-page-seo.md
  • warning missing-ref reference to a missing file: references/technical-seo.md
  • warning missing-ref reference to a missing file: references/content-strategy.md
  • warning missing-ref reference to a missing file: references/link-building.md
  • warning missing-ref reference to a missing file: references/local-seo.md
  • warning missing-ref reference to a missing file: references/seo-principles.md
  • warning missing-ref reference to a missing file: references/seo-audit.md
  • warning missing-ref reference to a missing file: references/seo-tools.md
  • warning missing-ref reference to a missing file: references-ahrefs/INDEX.md

Process rating: all ten parameters 20/100

Will not run. References files that are not bundled: references/tkd-standard.md, references/keyword-research.md, references/on-page-seo.md
  • 0Tools and files. 11 referenced file(s) missing: references/tkd-standard.md, references/keyword-research.md, references/on-page-seo.md
  • 0Steps. Prose only: no discrete steps
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 407 tokens
  • 100Running it twice. No mutating operations

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3No numbered steps or checklist
  • +3Output format is not stated: the model decides each time
  • -32 of 2 scripts are never mentioned in SKILL.md
  • +1No license
  • +2Single-language instructions
  • +3Description length 126: enough signal without eating the budget
  • +4Structure: 3 headings
  • +4Has examples (1 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 54.

External checks

ClawHub: suspicious
This is mostly an SEO guide with a local PDF helper, but its metadata claims unrelated wallet, purchase, crypto, and sensitive-credential capabilities.
LLM: suspicious (medium) · VirusTotal: · 29 May 2026