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定价页心理学审计

审计任意SaaS定价页面的URL,对照12条定价心理学原则,输出带排名的改进报告,包含具体的重写建议和速赢方案。

定价页心理学审计 是什么?

该技能用于SaaS产品定价页面的心理学审计。用户只需提供一个定价页面的URL,技能便会自动抓取页面文本、CTA按钮、计划名称、价格和功能列表。然后,它根据12条经过验证的定价心理学原则(如锚定效应、诱饵效应、损失规避等)逐一评估,为每条原则分配“通过”、“需改进”或“缺失”的评分。最终生成一份结构化的Markdown报告,包含总体得分、每条原则的详细发现与具体改写建议,以及一个“前三大速赢”部分,优先推荐改动成本低、回报高的改进点。该技能适用于任何SaaS网站的定价页,帮助产品团队快速发现心理学上的薄弱环节并优化转化率。

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/Varnan-Tech/opendirectory/tree/main/skills/pricing-page-psychology-audit

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文档

定价页心理学审计 是做什么的?

抓取任意SaaS定价页面,对照12条经过验证的定价心理学原则进行审计。获取一份带评分的Markdown报告,其中包含针对每个套餐的具体改写建议,以及“前三大速赢”部分。


第一步:获取目标URL

询问用户: “我应该审计哪个SaaS定价页面?请提供完整的URL(例如 https://linear.app/pricing)。”

如果没有提供URL,停止操作并询问。未提供以 http:// 或 https:// 开头的有效URL前不得继续。


第二步:运行抓取脚本

使用该URL运行抓取脚本:

python scripts/scrape_pricing.py "URL_HERE"

脚本会向标准输出打印结构化文本。捕获输出内容——其中包含:

  • 页面标题
  • 所有可见文本内容
  • 按钮标签(CTA)
  • 计划名称和价格
  • 功能列表项

如果脚本失败(超时、被屏蔽、无效URL),请告知用户: “无法抓取该页面:[错误信息]。请尝试其他URL,或检查网站是否屏蔽了爬虫。”


第三步:对照12条心理学原则进行评估

针对每条原则分析抓取的内容。分别为每条原则分配:

  • ✅ 通过 — 清晰存在且执行良好
  • ⚠️ 需改进 — 存在但较弱或可以改进
  • ❌ 缺失 — 完全不存在

12条原则:

  1. 锚定效应 — 是否首先或突出展示一个高价计划,以使其他计划感觉更便宜?

  2. 诱饵效应 — 是否存在一个中间层计划,旨在让顶层计划看起来更具性价比?

  3. 损失规避框架 — 文案是否使用“不要错过”、“限时”、“您将失去访问权限”等措辞,而不是纯粹的收益语言?

  4. 功能 vs 价值命名 — 计划名称/描述是否强调成果(如“成交更多交易”),而非仅仅列出功能(如“10个席位”)?

  5. 社会证明的放置 — 推荐语、标志或用户数量是否显示在定价套餐附近(而不是仅在单独的页面上)?

  6. 紧迫感/稀缺信号 — 是否有倒计时、限量席位徽章或“优惠结束时”字样?

  7. 计划命名心理学 — 计划名称是否具有激励性(如初创/成长/规模),而不是通用名称(如基础/专业/企业)?

  8. CTA按钮文案 — CTA是否使用“行动+结果”类文案(如“立即免费开始增长”),而不是通用文案(如“注册”或“开始使用”)?

  9. 免费试用 vs Freemium框架 — 免费优惠是否清晰传达?它是减少阻力还是造成混淆?

  10. 价格尾数策略 — 价格是否以9结尾($49, $99)以体现价值感,或使用整数($50, $100)以体现高端感?

  11. 套餐的视觉层级 — 推荐/热门套餐是否有视觉突出(徽章、边框、尺寸差异)?

  12. 保证/信任信号的存在 — CTA附近是否有退款保证、“无需信用卡”或安全徽章?


第四步:生成审计报告

按以下精确的Markdown结构输出报告:

# 定价页心理学审计
**URL:** [URL]
**审计日期:** [今天的日期]
**总体得分:** X/12条原则通过

---

## 审计结果

### 1. 锚定效应 — ✅ 通过 / ⚠️ 需改进 / ❌ 缺失
**我们发现:** [页面上的1-2句话]
**建议:** [具体的改写或修改方案]

[为所有12条原则重复此格式]

---

## 🏆 前三大速赢方案

这些是杠杆效应最高的改动,按影响与投入比排序:

**速赢方案#1 — [原则名称]**
当前文案:“[页面上的原文]”
建议改为:“[你改进后的版本]”
原因:[用一句话解释背后的心理学机制]

**速赢方案#2 — [原则名称]**
...

**速赢方案#3 — [原则名称]**
...

第五步:输出前自我校验

在呈现报告前检查:

  • 所有12条原则均已评分(没有跳过)
  • 每条“建议”都是具体的——没有“添加社会证明”这类通用建议
  • 速赢方案中引用了页面上的实际文案(而非编造)
  • 评分反映抓取内容中实际存在的内容
  • 日期为今天的实际日期

无论违反哪一条,都应在输出前修正。


第六步:提供后续操作

呈现报告后,提供:

  1. “将此报告导出为可打印的PDF Markdown文件”
  2. “为此页面上所有CTA生成改写文案”
  3. “与竞争对手的定价页进行比较”
  4. “为开发团队制定一份优先行动计划”

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

Varnan-Tech/opendirectory

Use when the user asks to generate a blog cover image, thumbnail, or article header. Automatically uses modern typography, brand logos, and Google Search grounding to create beautiful 16:9 images with Gemini 3.1 Flash Image Preview.

Varnan-Tech/opendirectory

World-class brand strategist and naming expert. Uses an interrogation-led discovery phase to extract your brand's DNA, then applies scientific naming frameworks (Phonosemantics) and automated multi-TLD domain checking.

Varnan-Tech/opendirectory

Use when the user asks to generate or update a project's CLAUDE or AGENTS context file from a codebase scan. Writes a focused file under 100 lines containing only the non-obvious build commands, conventions, and gotchas Claude Code needs.

Varnan-Tech/opendirectory

Use when the user wants to verify cold emails, enrich a lead list, or autonomously guess email addresses from a CSV using ValidEmail.co or the open-source Reacher engine.

Varnan-Tech/opendirectory

Competitive intelligence orchestrator tracking companies across 8+ platforms (GitHub, Twitter, Reddit, HN, PH, YC Jobs) with heat scores and AI briefings.

Varnan-Tech/opendirectory

Give it your product URL or description. It finds your top 5 competitors, runs three-track PR research across all of them (editorial, podcasts, communities), identifies which channels appear most frequently, looks up the journalist or host for each, and returns a tiered outreach list with story angles and ready-to-send cold pitch drafts tailored to your product. Use when asked to find PR opportunities, discover where competitors got featured, build a media outreach list, find which journalists cover my space, or get pitch templates for press coverage.

Varnan-Tech/opendirectory

Generate high-converting, deep-dive growth case studies in MDX format. Use this skill when asked to write a case study or blog post about a company's growth, tech stack, or product-led strategy. It handles the full pipeline (researching the company via Tavily, generating a 16:9 cover image, quality checking the draft, uploading assets to cloud storage, and pushing directly to the target repository).

Varnan-Tech/opendirectory

Scans your project for outdated npm, pip, Cargo, Go, or Ruby packages. Runs a CVE security audit. Fetches changelogs, summarizes breaking changes with Gemini, and opens one PR per risk group (patch, minor, major). Includes Diagnosis Mode for install conflicts. Use when asked to update dependencies, check for outdated packages, open dependency PRs, scan for package updates, audit for CVEs, or flag breaking changes in upgrades. Trigger when a user says "check for outdated packages", "update my dependencies", "open PRs for dependency updates", "scan for CVEs", or "which packages need upgrading".

Varnan-Tech/opendirectory

Generates and updates README.md and API reference docs by reading your codebase's functions, routes, types, schemas, and architecture. Uses graphify to build a knowledge graph first, then writes accurate docs from it. Use when asked to write docs, generate a README, document an API, update stale docs, create an API reference from code, add an architecture section, or document a project in any language. Trigger when a user says their docs are missing, outdated, or wants to document their codebase without writing it manually.

Varnan-Tech/opendirectory

Evaluates expired domain candidates against a target niche, scores them by topical relevance, historical activity level, and history cleanliness, then outputs a ranked shortlist with explainable reasoning and risk flags.

Varnan-Tech/opendirectory

Brutally honest developer-experience audit for a GitHub repo. Scores 10 DX dimensions (time-to-first-success, README clarity, visual proof, install, quick-start, docs, examples, community, trust, marketing), writes a shareable roast in the requested tone (brutal/honest/kind), produces a prioritized action plan ranked by impact × effort, and sketches an ideal README. Trigger when user says "roast my repo", "audit my README", "dx audit", "developer experience review", "score my GitHub project", "before launch checklist", or "make my repo shareable".

Varnan-Tech/opendirectory

Drafts and designs a complete HTML email newsletter from a topic or content brief. Outputs paste-ready HTML for Loops, Mailchimp, Beehiiv, Resend, or any standard email platform. Includes subject line options and plain-text fallback. Trigger when a user says "write a newsletter", "draft an email newsletter", "create an HTML email", "design an email for my subscribers", or "write a newsletter about [topic]".

Varnan-Tech/opendirectory

Takes a GitHub PR URL or the current branch and writes a plain-English explanation of what it does and why, then posts it as a PR comment. Use when asked to explain a PR, summarize a pull request, write a plain-English description of a PR, add a summary comment to a PR, or understand what a PR changes. Trigger when a user says "explain this PR", "summarize this pull request", "what does this PR do", "add a comment explaining the PR", or shares a GitHub PR URL and asks what it does.

Varnan-Tech/opendirectory

Audit how often LLMs recommend your brand vs competitors and generate a GEO action plan.

Varnan-Tech/opendirectory

Takes a competitor's public GitHub repo URL, fetches their open issues via the GitHub REST API, filters noise locally, clusters issues into 6 demand categories, computes a demand score per issue and per cluster, and outputs a ranked demand gap report with a GTM messaging brief. Use when asked to scan a competitor's GitHub issues, find what their users are begging for, turn GitHub complaints into product positioning, identify competitor feature gaps, or generate messaging from real user demand. Trigger when a user says "scan competitor issues", "what are users asking for on X repo", "find demand gaps in Y", "turn GitHub issues into messaging", or "what should I build based on competitor complaints".

Varnan-Tech/opendirectory

Find recurring confusion in your repo's GitHub Discussions, rank it by urgency, and draft the actual docs fixes and content angles — with verbatim community quotes and source links as evidence.

Varnan-Tech/opendirectory

SEO keyword research workflow for blog generation using Google Trends data. Use when writing blog posts, planning content calendars, or optimizing articles for search engines. Finds breakout keywords, builds content structure, and generates SEO-optimized blog outlines targeting tech and developer audiences.

Varnan-Tech/opendirectory

Generates a professionally designed case study PDF for B2B SaaS sales and marketing. Supports 7 page layouts, 9 style presets, 1-4 page output. Trigger when user says "create a case study", "write a customer story", "make a case study PDF", "design a success story", "turn this customer win into a PDF".

Varnan-Tech/opendirectory

Generates data visualization charts (bar, line, area, pie, doughnut, scatter, radar, treemap) as PNG using Apache ECharts v6. 1080×1080px default, 5 style presets, highlight annotations. Trigger when user says "create a chart", "visualize data", "make a bar chart", "line graph", "pie chart", "data visualization", "chart this data", "plot", "graph", or "visualize these numbers".

Varnan-Tech/opendirectory

Fetches low-star App Store and Google Play reviews, clusters them into broken-promise patterns, and generates a ranked copy brief with positioning opportunities.

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