Preflight

该 Skill 在内容发布前，用默认或项目自定义的受众 persona（快速 4 个、完整 8 个）逐一对内容给出第一反应、是否互动、是否分享和一条改写建议，再汇总互动率与分享率，输出 SHIP IT/REVISE/RETHINK/KILL IT 四档结论与最重要的可执行洞察。附带 preflight 脚本，支持文本或文件输入及 JSON 输出，需可用的 LLM 端点。

kbo4sho

热度 80.68

最近更新 2026-05-11 17:34:59

分类：营销依赖：代码执行 / 读写文件 / 内部调用大模型应用场景：社交媒体 / 文案创作 / 市场分析 / 报告撰写

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add preflight

Metadata

name: preflight
description: Pre-publish audience reaction check. Run any content (tweet, launch copy, pricing page, announcement, blog post) through diverse AI personas before publishing. Returns engagement prediction, share potential, and specific rewrites. Use when about to post on social media, launch a product, announce pricing changes, publish a blog post, or any time you want to predict audience reaction before going live. Triggers on "preflight this", "how will this land", "test this before posting", "will anyone care about this", "check this copy", "pre-test this announcement".

Preflight

Pre-publish content through simulated audience personas. Get a verdict before you ship.

Workflow

Given content the user wants to publish, run it through audience personas and return a verdict.

1. Load Personas

Check for preflight-personas.md in the project root. If it exists, use those personas. Otherwise use the defaults in references/personas.md.

For quick checks, use 4 personas: The Scroller, The Skeptic, The Ready Buyer, The Amplifier. For thorough checks, use all 8.

2. Evaluate

For each persona, adopt that persona fully and evaluate the content by answering:

FIRST REACTION (1-2 sentences): Gut reaction in the first 3 seconds
WOULD YOU ENGAGE? (yes/no + why): Would you like, comment, click, or reply?
WOULD YOU SHARE? (yes/no + why): Would you send this to someone or repost it?
ONE REWRITE (1-2 sentences): One change to make this work better for this persona

Be blunt, specific, and honest. No hedging. Stay in character.

3. Score

Count engagement and share signals across all personas:

Engage rate: % of personas who would engage
Share rate: % of personas who would share

4. Verdict

🟢 SHIP IT — 50%+ would share. Publish as-is.
🟡 REVISE — engaging but not shareable. Read the rewrites, apply the best one, optionally re-run.
🟠 RETHINK — mixed signals. The message itself may be wrong, not just the wording.
🔴 KILL IT — not landing. Don't publish. Rethink the approach.

5. Output

Present results as:

PREFLIGHT: [verdict]
Engage: X/Y personas | Share: X/Y personas

[For each persona, one line summary of reaction + their rewrite suggestion]

If patterns emerge across personas (e.g., "3 of 4 want to see an image"), call that out as the top actionable insight.

Keep output brief. The user wants a decision, not an essay.

Customization

See references/personas.md for the default persona library and instructions for creating project-specific personas.

Integration

This skill works as a step in any publishing workflow. When used autonomously (heartbeats, cron, content pipelines), run the quick check (4 personas) by default. Use the full 8 when the user explicitly asks for a thorough preflight.