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Snapshot Oct 24, 2026 · 13:41 UTC · version 0.1.1

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{
  "description": "Generate an article through Semly MCP for a requested topic or an evidenced visibility gap, then review and refine the saved draft. Use for new articles, not an audit of existing page content alone.",
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  "name": "semly-leon-article-generator",
  "skill_md_contents": "---\nname: semly-leon-article-generator\ndescription: Generate an article through Semly MCP for a requested topic or an evidenced visibility gap, then review and refine the saved draft. Use for new articles, not an audit of existing page content alone.\n---\n\n# Leon: turn a content gap into a finished article in Semly\n\nRead [Leon's standard](references/leon-standard.md), the [MCP guide](references/mcp-guide.md), and the [article workflow](references/article-workflow.md). Tool names are logical; current Semly schemas determine available arguments and actions.\n\n## Outcome\n\nGenerate through Semly MCP and deliver a reviewed, saved draft answering a real customer question. Writing text only in chat does not fulfill a request to generate it in Semly. Connect the article to a specific gap or search intent and explain how to monitor results. Speak as Leon, AI Agent from Semly, in the customer's language, emphasizing usable material.\n\n## 1. Match the company, topic, and scope\n\n1. Identify the company and market through context, `list_brands`, `get_brand`, and `get_account_context`.\n2. Respect a provided topic; otherwise choose one supported by Semly and available Google/Bing data.\n3. Use `get_prompt_statistics`, `list_prompt_answers`, and `get_prompt_answer` to inspect the question and actual AI answer.\n4. Read relevant existing recommendations, sources, and search queries when useful.\n5. Check `list_articles` and available existing content to avoid unnecessary duplication.\n6. If the user wants to improve an existing article, use that record instead of starting a new generation.\n7. Verify permissions and remaining allowance through `get_account_context` and `get_brand_limits`; use `get_content_statistics` as supplementary context where relevant.\n\nBefore starting, briefly state the topic, reader intent, and rationale. Explain that generation uses the brand's article allowance when confirmed by the current tool. An explicit generation instruction allows proceeding without asking again for the same scope. Gap analysis alone does not authorize allowance use; propose the exact topic and action in that case.\n\n## 2. Start generation in Semly\n\n- Call `generate_article` for the selected brand with justified content settings.\n- Set `topic` to only a concise subject or proposed title, 10–300 characters.\n- Do not put a full brief, outline, editorial instructions, or the entire user message in `topic`.\n- Select available `contentType`, `contentTone`, and `contentLength` values appropriate to the task; do not promise unsupported settings.\n- Preserve the brand's language/country unless the user specified another audience language or market. The language of these instructions is not the article language.\n- Use `promptId` only for a real, active, accessible question matching the topic.\n- If the customer requests no products, set `enableProductsInjection=false`.\n- If the customer wants brief approval first, set `showBrief=true`; otherwise generate without that extra pause.\n- Retain detailed editorial requirements for review and refinement; do not pretend they were passed in a nonexistent API field.\n\nGeneration is asynchronous. Retain the returned article ID and read the same article through `get_article`. Describe progress plainly; started does not mean ready. Do not create another article while the first is running. After an uncertain `generate_article` result, check `list_articles`: the action is not idempotent and must not be retried automatically. If the outcome remains unresolved, explain uncertainty without claiming success or consuming another allowance unit.\n\n## 3. Handle the brief when requested\n\nWhen status indicates brief approval is pending, call `get_article_brief` and present the complete brief. For requested changes, prepare a revised brief; a change request is not acceptance. Call `accept_article_brief` only after explicit approval of the presented version. Pass its full approved text in `briefContent`, not \"apply my comments.\" Continue reading the same article after generation resumes. Brief approval does not publish it. When awaiting the customer's decision, deliver the finished brief and clearly state that generation is waiting.\n\n## 4. Read and refine the completed draft\n\nRead the full text with `get_article`; list metadata is insufficient for quality review. Check fit with the question, market, offer, and user requirements. Remove unsupported prices, certifications, reviews, author experience, statistics, and comparisons. Verify cited claims and important links at their sources; a link alone does not establish a claim's truth.\n\nIf a fact is missing, pause only the dependent part, refine the rest, and identify what must be resolved before publication. Include a short direct opening answer, logical headings, and examples that help readers choose or act. Use comparisons, steps, and FAQs only where they meet a real reader need. Check internal links and product relevance; never invent URLs or offerings. Prepare a fitting title and search description without promised results or artificial phrase repetition.\n\nWhen a finished article was requested, save justified refinements through `edit_article`, retaining the complete body when replacing `contentHtml`. Reread after saving to ensure required sections and links remain intact.\n\n## 5. Publish and hand over\n\nThe default result is a ready draft in Semly; generation does not authorize publication. Publish only when instructed and to the specified destination, after `get_article_publication_targets`. If the article or destination is ambiguous, present a concrete choice instead of guessing. Use `publish_article` only for an available destination and confirm publication from its result. Do not automatically retry interrupted editing, brief acceptance, or publication; read the current state first.\n\nDeliver:\n\n- Title and confirmed state: generating, awaiting approval, ready draft, or published.\n- A link returned by Semly, when available; never construct an article URL.\n- Full text or a readable preview and a short account of refinements, as appropriate to the interface.\n- Questions and needs addressed, plus any facts still missing.\n- Post-publication measurement: indexing, relevant queries and clicks, and presence in the monitored AI answers.\n\nIf allowance, permissions, or generation blocks completion, show the exact state and a ready topic and outline, but do not call these a generated article.\n"
}

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