{"slug":"ganhuo-ai-knowledge-commerce","title":"\u77e5\u8bc6\u4ed8\u8d39\u6d41\u6c34\u7ebf","description":"\u628a\u77e5\u8bc6\u4ea7\u54c1\u505a\u6210\u53ef\u590d\u5236\u7684\u4ea4\u4ed8\u7cfb\u7edf\uff1a\u6765\u6e90\u6574\u7406\u3001\u77e5\u8bc6\u5e93\u3001\u5199\u4f5c\u98ce\u683c\u3001\u516c\u4f17\u53f7\u8349\u7a3f\u3001\u77e5\u8bc6\u661f\u7403\u4ea4\u4ed8\u4e0e\u79c1\u57df\u8ddf\u8fdb\u3002","category":"\u53d8\u73b0\u4e0e\u6210\u4ea4","tags":["\u77e5\u8bc6\u4ed8\u8d39","\u79c1\u57df","\u4ea4\u4ed8"],"author":"yuanyuanyuan","source_url":"https://github.com/yuanyuanyuan430/ganhuo-ai-knowledge-commerce/blob/main/SKILL.md","license":"MIT","status":"published","verification":"source_reviewed","verification_notes":"\u6765\u6e90 yuanyuanyuan430/ganhuo-ai-knowledge-commerce\uff08SKILL.md\uff09\uff0c\u672c\u5730\u6253\u5305\u4e0a\u4f20\uff1b\u81ea\u8bc4 3.5/5\uff5c\u6846\u67b6\u5b8c\u6574\u4f46\u6ca1\u6709\u5b9e\u6218\u6570\u636e\u80cc\u4e66\uff0c\u9002\u5408\u5f53\u6d41\u7a0b\u6a21\u677f\u7528\u3002 \u672a\u6267\u884c\u5305\u5185\u811a\u672c\u3002","revision":"ccb2b22ea4a6465c9f215f0bac66a8d7","created_at":"2026-10-29T05:46:20+00:00","updated_at":"2026-10-29T05:46:25+00:00","source_repo":"","source_path":"","source_commit":"","source_updated_at":"","stars":0,"proxy_score":null,"score":null,"grade":null,"dimensions":{},"evaluation":{},"installs":0,"platforms":[],"formats":[],"category_slug":"monetization","category_name":"\u53d8\u73b0\u4e0e\u6210\u4ea4","usage_guide":{},"read_url":"https://shiliuai.cn/api/v2/skills/ganhuo-ai-knowledge-commerce","skill_url":"https://shiliuai.cn/api/v2/skills/ganhuo-ai-knowledge-commerce/files/SKILL.md","download_url":"https://shiliuai.cn/api/v2/skills/ganhuo-ai-knowledge-commerce/download","install_url":"https://shiliuai.cn/api/v2/skills/ganhuo-ai-knowledge-commerce/install","files":[{"path":"LICENSE","bytes":1066,"url":"https://shiliuai.cn/api/v2/skills/ganhuo-ai-knowledge-commerce/files/LICENSE"},{"path":"PROMPTS.md","bytes":2094,"url":"https://shiliuai.cn/api/v2/skills/ganhuo-ai-knowledge-commerce/files/PROMPTS.md"},{"path":"README.md","bytes":7760,"url":"https://shiliuai.cn/api/v2/skills/ganhuo-ai-knowledge-commerce/files/README.md"},{"path":"SKILL.md","bytes":6102,"url":"https://shiliuai.cn/api/v2/skills/ganhuo-ai-knowledge-commerce/files/SKILL.md"},{"path":"agents/openai.yaml","bytes":311,"url":"https://shiliuai.cn/api/v2/skills/ganhuo-ai-knowledge-commerce/files/agents/openai.yaml"},{"path":"llms-full.txt","bytes":2794,"url":"https://shiliuai.cn/api/v2/skills/ganhuo-ai-knowledge-commerce/files/llms-full.txt"},{"path":"llms.txt","bytes":1976,"url":"https://shiliuai.cn/api/v2/skills/ganhuo-ai-knowledge-commerce/files/llms.txt"},{"path":"manifest.json","bytes":581,"url":"https://shiliuai.cn/api/v2/skills/ganhuo-ai-knowledge-commerce/files/manifest.json"},{"path":"references/checklist.md","bytes":3260,"url":"https://shiliuai.cn/api/v2/skills/ganhuo-ai-knowledge-commerce/files/references/checklist.md"},{"path":"references/platform-map.md","bytes":2416,"url":"https://shiliuai.cn/api/v2/skills/ganhuo-ai-knowledge-commerce/files/references/platform-map.md"},{"path":"references/prompt-pack.md","bytes":1915,"url":"https://shiliuai.cn/api/v2/skills/ganhuo-ai-knowledge-commerce/files/references/prompt-pack.md"},{"path":"references/source-policy.md","bytes":2538,"url":"https://shiliuai.cn/api/v2/skills/ganhuo-ai-knowledge-commerce/files/references/source-policy.md"}],"content":"---\nname: ganhuo-ai-knowledge-commerce\ndescription: Designs a reproducible AI-assisted knowledge-commerce pipeline for\u516c\u4f17\u53f7\u3001\u77e5\u8bc6\u661f\u7403\u3001\u98de\u4e66\u77e5\u8bc6\u5e93\u3001\u79c1\u57df\u793e\u7fa4\u3001\u8bfe\u7a0b\u966a\u8dd1\u3001\u5185\u5bb9\u4ea7\u54c1\u548c\u77e5\u8bc6\u4ed8\u8d39\u9879\u76ee. Use when the user wants to turn source research, AI drafting, style distillation, publishing, community delivery, and data review into a practical SOP that improves throughput, quality, conversion, and operating safety.\n---\n\n# \u5e72\u6d3b AI \u77e5\u8bc6\u4ed8\u8d39\u6d41\u6c34\u7ebf\n\n## Overview\n\nApply this skill to turn a knowledge-product idea into a repeatable operating system: source selection, source cards, AI knowledge base, writing style, content factory,\u516c\u4f17\u53f7\u8349\u7a3f, \u77e5\u8bc6\u661f\u7403\u4ea4\u4ed8, private-domain follow-up, and weekly review.\n\nKeep the posture growth-oriented: improve source quality, improve content velocity, improve trust, improve conversion, and lower avoidable complaint, copyright, platform, and refund risk. Avoid treating AI rewriting as a magic cleanup layer; treat AI as the production assistant and the human operator as the editor, source owner, and final publisher.\n\n## Minimum Input Packet\n\nCollect or infer these fields before building the brief. If the user gives too little context, ask only for the missing fields that would materially change the output; otherwise state assumptions and produce a first draft.\n\n- niche or category;\n- target user and current pain;\n- current stage: idea, first articles, existing audience, existing paid product, or optimization;\n- available sources and their permission status;\n- owned experience, test logs, screenshots, cases, or user questions;\n- target channels: \u516c\u4f17\u53f7, \u77e5\u8bc6\u661f\u7403, \u98de\u4e66\u77e5\u8bc6\u5e93, \u4f01\u5fae, \u670b\u53cb\u5708, \u5c0f\u7ea2\u4e66, or other;\n- paid deliverable and rough price range;\n- available tools: Feishu, n8n, RAG tool, WeChat account, analytics, CRM;\n- forbidden claims, sensitive topics, and platform constraints.\n\n## Workflow\n\n1. Define the offer: niche, user pain, paid deliverable, price ladder, trust proof, and the reason this product is better than scattered free content.\n2. Build the source engine: separate owned experience, authorized material, public references, public reports, interviews, tool tests, and user-submitted cases.\n3. Create source cards: record URL or contract, author, date, license or permission status, usable scope, key points, risk notes, and what original angle will be added.\n4. Build the knowledge base: organize source cards into topic clusters, user questions, templates, examples, objections, glossary, and case notes.\n5. Distill the voice: define tone, pacing, examples, taboo words, title style, CTA style, and the human story bank. Improve recognizability without copying another creator's expression.\n6. Run the content factory: generate topic options, outline, draft, source-linked claims, tables, CTA, and platform-specific variants.\n7. Review before publishing: check source traceability, factual accuracy, personal information, commercial claims, AI-generated media disclosure, and platform fit.\n8. Ship to channels: create\u516c\u4f17\u53f7\u8349\u7a3f, prepare\u77e5\u8bc6\u661f\u7403\u4e3b\u9898, generate\u670b\u53cb\u5708/\u4f01\u5fae follow-up copy, and keep public release under human approval.\n9. Review the loop: record reads, completion, follows, comments, paid conversion, refund signals, questions, and next week's experiments.\n\n## Operating Stack\n\nPrefer the smallest stack that can be reproduced:\n\n- Feishu Bitable: master content table, source cards, platform action table, metrics table.\n- Feishu Docs or a local Markdown folder: canonical draft body and knowledge notes.\n- Dify, AnythingLLM, RAGFlow, Open WebUI, LlamaIndex, or Haystack: knowledge base and RAG layer.\n- n8n: schedule, RSS/API intake, status updates, review forms, and draft creation.\n- WeChat Official Account API or manual editor:\u516c\u4f17\u53f7\u8349\u7a3f creation, with final publish approval by a person.\n- \u77e5\u8bc6\u661f\u7403: manual publishing and member operation unless an official API is clearly available.\n\nRoute to heavier frameworks only when the simple stack is no longer enough:\n\n- LangGraph or CrewAI: multi-agent drafting, critique, and review loops.\n- Postgres: durable audit log when Feishu Bitable is not enough.\n- Custom scripts: bulk import, export, or deterministic linting.\n\n## Output\n\nReturn a compact Knowledge Commerce Pipeline Brief:\n\n- product positioning;\n- source map and source-card schema;\n- knowledge-base structure;\n- publishing workflow;\n-\u516c\u4f17\u53f7 article template;\n-\u77e5\u8bc6\u661f\u7403 weekly operating rhythm;\n- automation map;\n- review checklist;\n- 30/60/90-day rollout;\n- metrics and experiment backlog.\n\nUse tables for operating design. Limit the first execution plan to the smallest set that improves output quality or conversion this week.\n\n## Growth Copy Rules\n\nTransform hard guarantee language into improvement language:\n\n- Replace \"\u4fdd\u8bc1\u6536\u5165\" with \"\u63d0\u9ad8\u53d8\u73b0\u6982\u7387\" or \"\u8dd1\u901a\u6536\u5165\u6a21\u578b\".\n- Replace \"100% AI \u5199\" with \"AI \u8d77\u8349, \u4eba\u5de5\u52a0\u7ecf\u9a8c\u548c\u5ba1\u7a3f\".\n- Replace \"\u642c\u8fd0\u8d44\u6599\" with \"\u6388\u6743\u8d44\u6599\u3001\u516c\u5f00\u8d44\u6599\u5bfc\u8bfb\u3001\u81ea\u6709\u6848\u4f8b\u3001\u5b9e\u6d4b\u590d\u76d8\".\n- Replace \"\u81ea\u52a8\u8d5a\u94b1\" with \"\u63d0\u9ad8\u9009\u9898\u3001\u5199\u4f5c\u3001\u4ea4\u4ed8\u548c\u590d\u76d8\u6548\u7387\".\n- Replace \"\u5fc5\u7206\" with \"\u63d0\u9ad8\u5b8c\u8bfb\u3001\u6536\u85cf\u3001\u8f6c\u53d1\u548c\u8f6c\u5316\u7684\u53ef\u9a8c\u8bc1\u52a8\u4f5c\".\n\nPreserve energy and commercial clarity, but remove claims that cannot be proven.\n\n## References\n\nRead these only when needed:\n\n- `references/checklist.md` for the brief template and scoring checklist.\n- `references/platform-map.md` for Feishu, WeChat, \u77e5\u8bc6\u661f\u7403, and automation boundaries.\n- `references/source-policy.md` for source-card rules and safer source categories.\n- `references/prompt-pack.md` for reusable prompts.\n\n## Operating Principles\n\n- Improve the user's business goal without turning the SOP into a loophole playbook.\n- Prefer one repeatable publishing loop over a giant theoretical funnel.\n- Keep AI-generated output grounded in source cards and human experience.\n- Keep final public publishing and refund-sensitive decisions under human control.\n- Treat user trust as the compounding asset: better claims, clearer limits, faster delivery, and visible proof.\n","usage":"\u8bfb\u53d6 SKILL.md\uff0c\u5e76\u6309\u9700\u8bfb\u53d6\u914d\u5957\u6587\u4ef6\uff1b\u4e0b\u8f7d ZIP \u83b7\u53d6\u5b8c\u6574\u5305\u3002\u6280\u80fd\u662f\u4efb\u52a1\u65b9\u6cd5\uff0c\u4e0d\u6388\u4e88\u65b0\u589e\u8d26\u6237\u3001\u4ed8\u8d39\u6216\u7cfb\u7edf\u6743\u9650\u3002"}