凡自治之物 · LGD 治理学 · 创造术家族 | 评测协议:skill-quality-gate
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WeChat Viral Topic Alchemy
A pure-rule content-planning pipeline (no code execution, no external runtime) that turns a user's material or direction into actionable viral topics and multi-format content plans. Core assets live in references/*.md and templates/output-template.md; this file is the AI entry point and standard contract.
When to use
- User asks "what to write this week / will this topic pop / give me 10 topics".
- User has material and needs it reframed into their own viral angle.
- User needs titles, long-form outline, short-video script, comic storyboard, or H5 plan.
- User needs a viral score and risk self-check on a topic.
Not for: layout/illustration/video editing (production); account operation, posting, view-buying, traffic diversion; political/medical/financial high-risk material without compliant sources (refuse outright).
How to use
See "Trigger scenarios" and "Standard SOP" below. Input receipt + 12-principle pre-screen + risk self-check must accompany every output.
Workflow
- Collect material + structured input guidance (2.1).
- Four-gene match (emotion / information gap / identity / action).
- 12 planning-principle pre-screen.
- 8-dimension scoring card (total 40).
- Smart Top3 recommendation + matched format (v2).
Boundary
In-scope: topic generation, angle design, title factory (12 formulas × platform word limits), format distribution (long article / short video / comic / H5 / Moments / Xiaohongshu), quality scoring, risk self-check, smart Top3. Out-of-scope: no real-time hot-list scraping (ask user to provide heat), no image/video/code generation, no traffic guarantee, no replacement for human compliance review.
Input & output contract
Structured input fields: material/direction (required), target platform, audience, content format, tone. Missing fields use defaults (2.2) rather than a bare reject. Platform word caps: Moments title ≤22 / Official-account ≤28 / Xiaohongshu ≤20 (emoji counts 2) / Video-account ≤22 / H5 main title ≤14. Output promises: always include input receipt + 12-principle pre-screen + risk self-check; Top3 must carry the 8-dimension score (≥30 pass, ≥35 nuclear); every title passes risk self-check first.
Trigger intent table
| Intent | Keywords | Action |
|---|---|---|
| Topic divergence | "give me topics" | four-gene divergence + 8-dim score |
| Material reframe | "how to use this hotspot" | angle design + format distribution |
| Title optimization | "make a title" | 12 formulas × platform limits |
| Format landing | "write a script" | corresponding format template |
| Quality assessment | "will this pop" | pre-screen + score + self-check |
| Rescue | "rejected / no traffic" | risk/weakness diagnosis + alternatives |
SOP (no skipping; gates ✅ pass / ⚠️ rework / ❌ reject)
- Collect + structured input (⚠️ missing fields → defaults). 2. Four-gene match (✅ ≥2 genes). 3. 12-principle pre-screen (❌ red line → reject material). 4. 8-dim score (✅ ≥30, ≥35 nuclear, <24 reject). 5. Smart Top3 + format. 6. Title factory (≥5 titles per plan). 7. Format distribution. 8. Multi-format scheduling. 9. Risk self-check (10 categories). 10. Assemble per output-template. 11. Error recovery (never hang).
Detailed logic:
references/four-genes.md,core-principles.md,scoring-card.md,content-formats.md,title-formulas.md,risk-checklist.md; output skeleton:templates/output-template.md.
Key facts
- Four viral genes (≥2 per topic, ≥3 nuclear): emotional hook / information gap / identity label / action trigger.
- Score thresholds: ≥35 nuclear 💥 / 30–34 pass ✅ / 24–29 edge ⚠️ / <24 reject ❌.
- Platform caps: Moments ≤22 / Official-account ≤28 / Xiaohongshu ≤20 / Video-account ≤22 / H5 ≤14.
- 12 title formulas: identity reversal / number list / counter-intuitive / identity contrast / urgency / insider reveal / Q&A / story hook / contrast / pitfall warning / golden-quote nail / persona self-mockery.
- 10 risk categories: absolute ad-law words / medical / political-social / anxiety-bait / sexual hints / false promises / group discrimination / fatigue words / brand compliance / platform red lines.
Prohibited (iron rules)
- No political sensitivity (leaders, party-state, HK/Macau/Taiwan/Xinjiang/Tibet negatives, living-person scandal, undetermined blame). 2. No fabrication — information gap must be real. 3. No absolute words (最/第一/核心/国家级/100%/永久). 4. No share/follow bait (WeChat blocks links). 5. No despair-peddling. 6. No group discrimination. 7. No view-buying/traffic-diversion/ghost-posting. 8. No image/video/code generation. 9. No output skipping pre-screen + risk check. 10. No unsourced claims — core data traceable or marked "to verify".
Error handling
Error codes: E-INPUT-001/002/003 (missing/vague/format), E-GENE-001 (<2 genes), E-PRINCIPLE-001 (red line), E-RISK-001 (high-risk no source), E-PLATFORM-001 (word/tone), E-SCORE-001 (<24), E-RECOVER-001 (step failure → degrade, never hang). Always emit an E-code + one-line cause + next action.
Evidence & safety
- Evidence: TBD; Version: 2.0.1; Security: no independent scan (TBD).
- No-keyword dependency: pure-rule pipeline. If future real-time/hot-list features are added, credentials must come from a vault (env injection), never written into SKILL.md or echoed to the user.
中文
微信爆款选题炼金炉
纯规则内容策划流水线(不执行代码、不调外部运行时),把素材/方向炼成可落地的爆款选题与多形态方案。核心资产在 references/*.md 与 templates/output-template.md;本文件是 AI 调用入口与标准契约。
何时用
- 用户问「这周写什么/这个热点能不能爆/给我 10 个选题」。
- 手里有素材需改成自己的爆款角度。
- 需要标题、长文提纲、短视频脚本、漫画分镜、H5 方案。
- 需要对选题做爆款打分与风险自检。
不用于:排版/配图/剪辑等制作环节;代运营/代发/刷量/导流;政治/医疗/金融高危无信源素材(直接拒绝)。
用法
见「触发场景」与「标准 SOP」。每次输出必带输入回执+12 心法预筛+风险自检。
流程
收料+结构化引导 → 四基因匹配(情绪/信息差/身份/行动)→ 12 心法预筛 → 8 维打分(总分 40)→ 智能 Top3+适配形态。
能力边界
能做:选题生成、角度设计、标题工厂、形态分发、质量打分、风险自检、智能推荐。不能做:抓实时热榜(请用户提供热度)、生成图/视频/代码、保证流量、替代人工合规审核。
输入输出契约
结构化字段:素材/方向(必填)、平台、受众、形态、调性;缺字段按默认值补全而非退回。平台字数上限:朋友圈≤22/公众号≤28/小红书≤20/视频号≤22/H5 主标≤14。每次输出必带三段;Top3 必带 8 维分(≥30 合格,≥35 核弹);标题先过风险自检。
触发意图表
选题发散/素材改造/标题优化/形态落地/质量评估/救场,按对应动作执行(详见正文表)。
标准 SOP(不许跳步)
收料→四基因匹配→12 心法预筛→8 维打分→Top3+形态→标题工厂→形态分发→排期→风险自检→按模板组装→错误恢复。详细逻辑见 references/ 各文件。
关键事实速查
四基因(≥2 命中,≥3 核弹):情绪钩子/信息差/身份标签/行动触发。打分阈值:≥35 核弹/30-34 合格/24-29 边缘/<24 淘汰。12 标题公式、10 类风险清单见正文。
铁律(PROHIBITED)
不站队、不造假、不绝对化用词、不诱导分享、不贩卖绝望、不群体歧视、不违规操作、不越界制作、不跳过预筛自检、不无信源断言。
错误处理
错误码 E-INPUT/E-GENE/E-PRINCIPLE/E-RISK/E-PLATFORM/E-SCORE/E-RECOVER;始终输出错误码+一句话原因+下一步动作,不卡死。
证据与安全声明
- 证据:TBD;版本:2.0.1;安全:未做独立扫描(TBD)。无密钥依赖;未来若加热榜/发布能力,凭据须从保险库读取,严禁写入本文件或回显。
