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在 OpenClaw 中安装
/install seo-optimizer-pro
功能描述
AI-powered SEO content analysis and optimization for improved Google ranking and visibility in emerging AI search platforms like ChatGPT and Claude.
安全使用建议
This skill's behavior (local analysis + sending content to your chosen AI provider) matches its stated purpose, but there are metadata inconsistencies you should resolve before installing. Actionable steps:
- Do not provide multiple provider API keys by default. Only set the environment variable for the single provider/model you will use.
- Verify which env var the model you plan to call requires (e.g., ANTHROPIC_API_KEY for claude-*, OPENAI_API_KEY for gpt-*). The code will error if the required env var is missing.
- The registry-level metadata in this package incorrectly states 'no required env vars' despite the manifest and code requiring a provider key; consider this a sign of sloppy packaging. If you rely on registry metadata, confirm with the manifest/README or the source repository.
- Review the included source (seo_optimizer.py) yourself or have an engineer inspect it to confirm no hidden network calls or unexpected file access beyond the documented provider SDKs.
- Test with non-sensitive sample content and a throwaway API key (or minimal-privilege account) before analyzing private data. Check the chosen provider's data-retention and privacy policies because your content will leave your machine to that provider.
- Confirm the project/source repository (manifest references GitHub) and contact the author if you need clarification about the metadata mismatch or distribution/restrictions in LICENSE.md.
If these checks pass and you only set the single provider key required for your chosen model, the skill appears coherent with its purpose. If the author cannot explain the metadata mismatch or the package requests multiple unrelated secrets at runtime, avoid installation.
功能分析
Type: OpenClaw Skill
Name: seo-optimizer-pro
Version: 1.0.8
The SEO Optimizer Pro skill bundle is a legitimate tool for content analysis and optimization. The code (seo_optimizer.py) implements standard SEO metrics like Flesch-Kincaid readability and keyword density locally, while using official SDKs (Anthropic, OpenAI, Google, Mistral) to generate AI-powered suggestions. The documentation (SKILL.md, manifest.yaml) clearly discloses that content is sent to third-party AI providers and requires users to provide their own API keys via environment variables. No evidence of data exfiltration, malicious execution, or prompt injection was found.
能力标签
能力评估
Purpose & Capability
The skill's name/description (SEO + AEO optimization) aligns with the included Python code and SKILL.md: it analyzes content locally and sends text only to the chosen AI provider. However, the top-level registry requirement block in the submitted metadata (which listed no required env vars / no primary credential) conflicts with the manifest, README, LICENSE and code that require at least one provider API key. This metadata mismatch is an incoherence to be resolved.
Instruction Scope
SKILL.md and README instruct the agent to parse content, run local analyses, and send only the content excerpt to a user-selected AI provider via that provider's SDK. There are no instructions to read unrelated system files, exfiltrate data outside the chosen AI provider, or contact unexpected endpoints beyond the documented providers.
Install Mechanism
No installation script is included (instruction-only install), and dependencies are standard provider SDKs listed in requirements.txt/manifest. The package recommends installing only the SDK for the provider you plan to use, which is proportionate to the functionality. No arbitrary download URLs or extract steps are present.
Credentials
Requesting an API key for the chosen AI provider is reasonable for this skill. The code and manifest expect a single provider API key (resolved by model prefix). However, the top-level registry metadata earlier in the submission states 'no required env vars / primary credential none', while manifest.yaml and code enumerate many different provider env vars. That mismatch (manifest lists many required_env_vars as if they are all required) is misleading and increases risk if users supply multiple keys unnecessarily.
Persistence & Privilege
The skill does not request permanent system presence (always: false) and does not modify other skills or global agent settings. It runs locally and uses environment variables for API keys. Autonomous invocation is allowed (default) but not combined with other high-risk factors here.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install seo-optimizer-pro - 安装完成后,直接呼叫该 Skill 的名称或使用
/seo-optimizer-pro触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.8
- Updated supported model list with latest releases from OpenAI (gpt-5.4, gpt-5.4-pro, gpt-5.4-mini, gpt-5.4-thinking) and Google (gemini-3.1-pro-preview, gemini-3.1-flash-lite, gemini-3-flash).
- Documentation refreshed to reflect new model versions in the compatibility table.
- No changes to features, functionality, or code.
v1.0.7
**Version 1.0.7 Summary:**
Expanded model support with auto-detection for nearly all leading AI providers.
- Now supports any model by auto-detecting the provider from the model name prefix—no hardcoded lists.
- Added support for new providers and models: DeepSeek, xAI (Grok), MiniMax, Qwen, Meta Llama, and more.
- Provider credentials table now lists expected model prefixes for easier setup.
- Documentation reflects broad, model-agnostic coverage for future readiness.
- All core SEO and AEO features remain unchanged.
v1.0.6
- Added a README.md file to provide documentation and usage instructions.
- No functional or feature changes in this version.
v1.0.5
Version 1.0.5
- No changes detected in code or documentation for this release.
- All features and functionalities remain the same as previous version.
v1.0.4
Version 1.0.4
- Added a privacy notice clarifying that analyzed content is sent to third-party AI providers, with links to each provider’s privacy policy.
- Recommended users test with non-sensitive content first and review each provider’s data retention policies.
- No code or functional changes; documentation only.
v1.0.3
- Added requirements.txt file to specify Python dependencies.
- No changes to functionality; this update improves installation clarity for users.
v1.0.2
SEO Optimizer Pro 1.0.2
- Skill renamed and refocused from AI model prompt benchmarking to AI-powered SEO content optimization.
- Added seo_optimizer.py with SEO analysis and optimization functionality.
- Removed prompt_performance_tester.py, discontinuing multi-model AI prompt benchmarking.
- SKILL.md overhauled: documents new features for dual Google/AI search optimization, technical and content SEO, keyword analysis, heading structure, and AI-powered recommendations (AEO).
- Now supports multiple AI providers (Claude, GPT, Gemini, Llama, Mistral) for content analysis.
- Requires only one API key for user's chosen provider; usage details and setup instructions updated.
v1.0.1
✨ Multi-provider support: Claude 4.5, GPT-5.2, Gemini 2.5/3.0, Llama 3.2/3.3, Mistral Large
✨ 12 AI models across 5 providers (Anthropic, OpenAI, Google, Meta, Mistral)
✨ Real provider-specific API clients (each SDK initialized per model choice)
✨ Only requires ONE API key for whichever provider you choose
✨ Comprehensive SEO analysis: readability, keywords, technical SEO, AEO
✨ Answer Engine Optimization (AEO) for AI search visibility
✨ Updated to latest 2026 models
✨ Production-ready with proper error handling and model validation
✨ Free to use (no subscription, pay your provider directly for API usage)
v1.0.0
✨ Multi-Model Support: Claude 4.5 Series, GPT-5.2 Series, Gemini 2.5/3.0, Llama 3.2/3.3, Mistral Large
✨ Choose your preferred AI model for analysis
✨ 12+ leading AI models supported
✨ Model-agnostic architecture for flexibility
✨ Updated to latest 2026 models
✨ Comprehensive SEO analysis with readability, keywords, technical SEO, and AEO
✨ Improved API compatibility across providers
✨ Zero-cost skill (completely free)
元数据
常见问题
SEO Optimizer Pro 是什么?
AI-powered SEO content analysis and optimization for improved Google ranking and visibility in emerging AI search platforms like ChatGPT and Claude. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 2808 次。
如何安装 SEO Optimizer Pro?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install seo-optimizer-pro」即可一键安装,无需额外配置。
SEO Optimizer Pro 是免费的吗?
是的,SEO Optimizer Pro 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
SEO Optimizer Pro 支持哪些平台?
SEO Optimizer Pro 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 SEO Optimizer Pro?
由 vs(@vedantsingh60)开发并维护,当前版本 v1.0.8。
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