fix: add table of contents to all reference files

Per Anthropic's Agent Skills best practices, reference files over
  100 lines should include a TOC so Claude can see full scope when
  previewing with partial reads. Added ## Contents section to all
  32 reference files.
This commit is contained in:
Ray Tien 2026-02-08 17:41:06 +08:00
parent a04cb61a57
commit aa58db4bf8
32 changed files with 312 additions and 0 deletions

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Reference for calculating sample sizes and test duration. Reference for calculating sample sizes and test duration.
## Contents
- Sample Size Fundamentals (required inputs, what these mean)
- Sample Size Quick Reference Tables
- Duration Calculator (formula, examples, minimum duration rules, maximum duration guidelines)
- Online Calculators
- Adjusting for Multiple Variants
- Common Sample Size Mistakes
- When Sample Size Requirements Are Too High
- Sequential Testing
- Quick Decision Framework
## Sample Size Fundamentals ## Sample Size Fundamentals
### Required Inputs ### Required Inputs

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Templates for planning, documenting, and analyzing experiments. Templates for planning, documenting, and analyzing experiments.
## Contents
- Test Plan Template
- Results Documentation Template
- Test Repository Entry Template
- Quick Test Brief Template
- Stakeholder Update Template
- Experiment Prioritization Scorecard
- Hypothesis Bank Template
## Test Plan Template ## Test Plan Template
```markdown ```markdown

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Comprehensive list of events to track by business type and context. Comprehensive list of events to track by business type and context.
## Contents
- Marketing Site Events (navigation & engagement, CTA & form interactions, conversion events)
- Product/App Events (onboarding, core usage, errors & support)
- Monetization Events (pricing & checkout, subscription management)
- E-commerce Events (browsing, cart, checkout, post-purchase)
- B2B / SaaS Specific Events (team & collaboration, integration events, account events)
- Event Properties (Parameters)
- Funnel Event Sequences
## Marketing Site Events ## Marketing Site Events
### Navigation & Engagement ### Navigation & Engagement

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Detailed implementation guide for Google Analytics 4. Detailed implementation guide for Google Analytics 4.
## Contents
- Configuration (data streams, enhanced measurement events, recommended events)
- Custom Events (gtag.js implementation, Google Tag Manager)
- Conversions Setup (creating conversions, conversion values)
- Custom Dimensions and Metrics (when to use, setup steps, examples)
- Audiences (creating audiences, audience examples)
- Debugging (DebugView, real-time reports, common issues)
- Data Quality (filters, cross-domain tracking, session settings)
- Integration with Google Ads (linking, audience export)
## Configuration ## Configuration
### Data Streams ### Data Streams

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Detailed guide for implementing tracking via Google Tag Manager. Detailed guide for implementing tracking via Google Tag Manager.
## Contents
- Container Structure (tags, triggers, variables)
- Naming Conventions
- Data Layer Patterns
- Common Tag Configurations (GA4 configuration tag, GA4 event tag, Facebook pixel)
- Preview and Debug
- Workspaces and Versioning
- Consent Management
- Advanced Patterns (tag sequencing, exception handling, custom JavaScript variables)
## Container Structure ## Container Structure
### Tags ### Tags

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How to structure and maintain competitor data for scalable comparison pages. How to structure and maintain competitor data for scalable comparison pages.
## Contents
- Centralized Competitor Data
- Competitor Data Template
- Your Product Data
- Page Generation
- Index Page Structure (alternatives index, vs comparisons index, index page best practices)
- Footer Navigation
## Centralized Competitor Data ## Centralized Competitor Data
Create a single source of truth for each competitor: Create a single source of truth for each competitor:

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Ready-to-use templates for each section of competitor comparison pages. Ready-to-use templates for each section of competitor comparison pages.
## Contents
- TL;DR Summary
- Paragraph Comparison (Not Just Tables)
- Feature Comparison Section
- Pricing Comparison Section
- Service & Support Comparison
- Who It's For Section
- Migration Section
- Social Proof Section
- Comparison Table Best Practices (beyond checkmarks, organize by category, include ratings where useful)
## TL;DR Summary ## TL;DR Summary
Start every page with a quick summary for scanners: Start every page with a quick summary for scanners:

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--- ---
## Contents
- A
- B
- C
- D
- E
- F
- G-H
- I
- L-M
- N-O
- P
- R
- S
- T-U
- V-Z
- Phrases to Remove Entirely
## A ## A
| Complex | Plain Alternative | | Complex | Plain Alternative |

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Headline formulas, page section types, and structural templates. Headline formulas, page section types, and structural templates.
## Contents
- Headline Formulas (outcome-focused, problem-focused, audience-focused, differentiation-focused, proof-focused, additional formulas)
- Landing Page Section Types (core sections, supporting sections)
- Page Structure Templates (feature-heavy page, varied engaging page, compact landing page, enterprise/B2B landing page, product launch page)
- Section Writing Tips (problem section, benefits section, how it works section, testimonial selection)
## Headline Formulas ## Headline Formulas
### Outcome-Focused ### Outcome-Focused

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--- ---
## Contents
- Previewing Content Structure
- Introducing a New Topic
- Referring Back
- Moving Between Sections
- Indicating Addition
- Indicating Contrast
- Indicating Similarity
- Indicating Cause and Effect
- Giving Examples
- Emphasising Key Points
- Providing Evidence (neutral attribution, expert quotes, supporting claims)
- Summarising Sections
- Concluding Content
- Question-Based Transitions
- List Introductions
- Hedging Language
- Best Practice Guidelines
- Transitions to Avoid (AI Tells)
## Previewing Content Structure ## Previewing Content Structure
Use to orient readers and set expectations: Use to orient readers and set expectations:

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# Email Copy Guidelines # Email Copy Guidelines
## Contents
- Structure
- Formatting
- Tone
- Length
- CTA Buttons vs. Links
- Personalization (merge fields, dynamic content, triggered emails)
- Segmentation Strategies (by behavior, by stage, by profile)
- Testing and Optimization (what to test, how to test, metrics to track)
## Structure ## Structure
1. **Hook**: First line grabs attention 1. **Hook**: First line grabs attention

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A comprehensive guide to lifecycle and campaign emails. Use this as an audit checklist and implementation reference. A comprehensive guide to lifecycle and campaign emails. Use this as an audit checklist and implementation reference.
## Contents
- Onboarding Emails (new users series, new customers series, key onboarding step reminder, new user invite)
- Retention Emails (upgrade to paid, upgrade to higher plan, ask for review, offer support proactively, product usage report, NPS survey, referral program)
- Billing Emails (switch to annual, failed payment recovery, cancellation survey, upcoming renewal reminder)
- Usage Emails (daily/weekly/monthly summary, key event or milestone notifications)
- Win-Back Emails (expired trials, cancelled customers)
- Campaign Emails (monthly roundup/newsletter, seasonal promotions, product updates, industry news roundup, pricing update)
- Email Audit Checklist (onboarding, retention, billing, usage, win-back, campaigns)
## Onboarding Emails ## Onboarding Emails
### New Users Series ### New Users Series

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Detailed templates for common email sequences. Detailed templates for common email sequences.
## Contents
- Welcome Sequence (Post-Signup)
- Lead Nurture Sequence (Pre-Sale)
- Re-Engagement Sequence
- Onboarding Sequence (Product Users)
## Welcome Sequence (Post-Signup) ## Welcome Sequence (Post-Signup)
**Email 1: Welcome (Immediate)** **Email 1: Welcome (Immediate)**

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Detailed guide to each type of marketing tool you can build. Detailed guide to each type of marketing tool you can build.
## Contents
- Calculators
- Generators
- Analyzers/Auditors
- Testers/Validators
- Libraries/Resources
- Interactive Educational
- Tool Concept Examples by Industry (SaaS product, agency/services, e-commerce, developer tools, finance)
## Calculators ## Calculators
**Best for**: Decisions involving numbers, comparisons, estimates **Best for**: Decisions involving numbers, comparisons, estimates

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Complete list of proven marketing approaches organized by category. Complete list of proven marketing approaches organized by category.
## Contents
- Content & SEO (1-10)
- Competitor & Comparison (11-13)
- Free Tools & Engineering (14-22)
- Paid Advertising (23-34)
- Social Media & Community (35-44)
- Email Marketing (45-53)
- Partnerships & Programs (54-64)
- Events & Speaking (65-72)
- PR & Media (73-76)
- Launches & Promotions (77-86)
- Product-Led Growth (87-96)
- Content Formats (97-109)
- Unconventional & Creative (110-122)
- Platforms & Marketplaces (123-130)
- International & Localization (131-132)
- Developer & Technical (133-136)
- Audience-Specific (137-139)
## Content & SEO (1-10) ## Content & SEO (1-10)
1. **Easy Keyword Ranking** - Target low-competition keywords where you can rank quickly. Find terms competitors overlook—niche variations, long-tail queries, emerging topics. 1. **Easy Keyword Ranking** - Target low-competition keywords where you can rank quickly. Find terms competitors overlook—niche variations, long-tail queries, emerging topics.

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Comprehensive list of A/B tests and experiments for user onboarding and activation. Comprehensive list of A/B tests and experiments for user onboarding and activation.
## Contents
- Flow Simplification Experiments (reduce friction, step sequencing, progress & motivation)
- Guided Experience Experiments (product tours, CTA optimization, UI guidance)
- Personalization Experiments (user segmentation, dynamic content)
- Quick Wins & Engagement Experiments (time-to-value, motivation mechanics, support & help)
- Email & Multi-Channel Experiments (onboarding emails, email content, feedback loops)
- Re-engagement Experiments (stalled user recovery, return experience)
- Technical & UX Experiments (performance, mobile onboarding, accessibility)
- Metrics to Track
## Flow Simplification Experiments ## Flow Simplification Experiments
### Reduce Friction ### Reduce Friction

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Comprehensive list of A/B tests and experiments organized by page type. Comprehensive list of A/B tests and experiments organized by page type.
## Contents
- Homepage Experiments (Hero Section, Trust & Social Proof, Features & Content, Navigation & UX)
- Pricing Page Experiments (Price Presentation, Pricing UX, Objection Handling, Trust Signals)
- Demo Request Page Experiments (Form Optimization, Page Content, CTA & Routing)
- Resource/Blog Page Experiments (Content CTAs, Resource Section)
- Landing Page Experiments (Message Match, Conversion Focus, Page Length)
- Feature Page Experiments (Feature Presentation, Conversion Path)
- Cross-Page Experiments (Site-Wide Tests, Navigation Tests)
## Homepage Experiments ## Homepage Experiments
### Hero Section ### Hero Section

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Detailed formulas and templates for writing high-converting ad copy. Detailed formulas and templates for writing high-converting ad copy.
## Contents
- Primary Text Formulas (Problem-Agitate-Solve, Before-After-Bridge, Social Proof Lead, Feature-Benefit Bridge, Direct Response)
- Headline Formulas (For Search Ads, For Social Ads)
- CTA Variations (Soft CTAs, Hard CTAs, Urgency CTAs, Action-Oriented CTAs)
- Platform-Specific Copy Guidelines (Google Search Ads, Meta Ads, LinkedIn Ads)
- Copy Testing Priority
## Primary Text Formulas ## Primary Text Formulas
### Problem-Agitate-Solve (PAS) ### Problem-Agitate-Solve (PAS)

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Detailed targeting strategies for each major ad platform. Detailed targeting strategies for each major ad platform.
## Contents
- Google Ads Audiences (Search Campaign Targeting, Display/YouTube Targeting)
- Meta Audiences (Core Audiences, Custom Audiences, Lookalike Audiences)
- LinkedIn Audiences (Job-Based Targeting, Company-Based Targeting, High-Performing Combinations)
- Twitter/X Audiences
- TikTok Audiences
- Audience Size Guidelines
- Exclusion Strategy
## Google Ads Audiences ## Google Ads Audiences
### Search Campaign Targeting ### Search Campaign Targeting

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Complete setup checklists for major ad platforms. Complete setup checklists for major ad platforms.
## Contents
- Google Ads Setup (Account Foundation, Conversion Tracking, Analytics Integration, Audience Setup, Campaign Readiness, Ad Extensions, Brand Protection)
- Meta Ads Setup (Business Manager Foundation, Pixel & Tracking, Domain & Aggregated Events, Audience Setup, Catalog, Creative Assets, Compliance)
- LinkedIn Ads Setup (Campaign Manager Foundation, Insight Tag & Tracking, Audience Setup, Lead Gen Forms, Document Ads, Creative Assets, Budget Considerations)
- Twitter/X Ads Setup (Account Foundation, Tracking, Audience Setup, Creative)
- TikTok Ads Setup (Account Foundation, Pixel & Tracking, Audience Setup, Creative)
- Universal Pre-Launch Checklist
## Google Ads Setup ## Google Ads Setup
### Account Foundation ### Account Foundation

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Comprehensive list of A/B tests and experiments for paywall optimization. Comprehensive list of A/B tests and experiments for paywall optimization.
## Contents
- Trigger & Timing Experiments (When to Show, Trigger Type)
- Paywall Design Experiments (Layout & Format, Value Presentation, Visual Elements)
- Pricing Presentation Experiments (Price Display, Plan Options, Discounts & Offers)
- Copy & Messaging Experiments (Headlines, CTAs, Objection Handling)
- Trial & Conversion Experiments (Trial Structure, Trial Expiration, Upgrade Path)
- Personalization Experiments (Usage-Based, Segment-Specific)
- Frequency & UX Experiments (Frequency Capping, Dismiss Behavior)
## Trigger & Timing Experiments ## Trigger & Timing Experiments
### When to Show ### When to Show

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# Pricing Research Methods # Pricing Research Methods
## Contents
- Van Westendorp Price Sensitivity Meter (The Four Questions, How to Analyze, Survey Tips, Sample Output)
- MaxDiff Analysis (How It Works, Example Survey Question, Analyzing Results, Using MaxDiff for Packaging)
- Willingness to Pay Surveys
- Usage-Value Correlation Analysis
## Van Westendorp Price Sensitivity Meter ## Van Westendorp Price Sensitivity Meter
The Van Westendorp survey identifies the acceptable price range for your product. The Van Westendorp survey identifies the acceptable price range for your product.

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# Tier Structure and Packaging # Tier Structure and Packaging
## Contents
- How Many Tiers?
- Good-Better-Best Framework
- Tier Differentiation Strategies
- Example Tier Structure
- Packaging for Personas (Identifying Pricing Personas, Persona-Based Packaging)
- Freemium vs. Free Trial (When to Use Freemium, When to Use Free Trial, Hybrid Approaches)
- Enterprise Pricing (When to Add Custom Pricing, Enterprise Tier Elements, Enterprise Pricing Strategies)
## How Many Tiers? ## How Many Tiers?
**2 tiers:** Simple, clear choice **2 tiers:** Simple, clear choice

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Beyond mixing and matching data point permutations, these are the proven playbooks for programmatic SEO. Beyond mixing and matching data point permutations, these are the proven playbooks for programmatic SEO.
## Contents
- 1. Templates
- 2. Curation
- 3. Conversions
- 4. Comparisons
- 5. Examples
- 6. Locations
- 7. Personas
- 8. Integrations
- 9. Glossary
- 10. Translations
- 11. Directory
- 12. Profiles
- Choosing Your Playbook (Match to Your Assets, Combine Playbooks)
## 1. Templates ## 1. Templates
**Pattern**: "[Type] template" or "free [type] template" **Pattern**: "[Type] template" or "free [type] template"

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Detailed guidance for building and managing affiliate programs. Detailed guidance for building and managing affiliate programs.
## Contents
- Commission Structures
- Cookie Duration
- Affiliate Recruitment
- Affiliate Enablement
- Tools & Platforms (Referral Program Tools, Affiliate Program Tools, Choosing a Tool)
- Fraud Prevention (Common Referral Fraud, Prevention Measures)
## Commission Structures ## Commission Structures
**Percentage of sale:** **Percentage of sale:**

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Real-world examples of successful referral programs. Real-world examples of successful referral programs.
## Contents
- Dropbox (Classic)
- Uber/Lyft
- Morning Brew
- Notion
- Incentive Types Comparison
- Incentive Sizing Framework
- Viral Coefficient & Metrics (Key Metrics, Calculating Referral Program ROI)
## Dropbox (Classic) ## Dropbox (Classic)
**Program:** Give 500MB storage, get 500MB storage **Program:** Give 500MB storage, get 500MB storage

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Complete JSON-LD examples for common schema types. Complete JSON-LD examples for common schema types.
## Contents
- Organization
- WebSite (with SearchAction)
- Article / BlogPosting
- Product
- SoftwareApplication
- FAQPage
- HowTo
- BreadcrumbList
- LocalBusiness
- Event
- Multiple Schema Types
- Implementation Example (Next.js)
## Organization ## Organization
For company/brand homepage or about page. For company/brand homepage or about page.

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--- ---
## Contents
- Answer Engine Optimization (AEO) Patterns (Definition Block, Step-by-Step Block, Comparison Table Block, Pros and Cons Block, FAQ Block, Listicle Block)
- Generative Engine Optimization (GEO) Patterns (Statistic Citation Block, Expert Quote Block, Authoritative Claim Block, Self-Contained Answer Block, Evidence Sandwich Block)
- Domain-Specific GEO Tactics (Technology Content, Health/Medical Content, Financial Content, Legal Content, Business/Marketing Content)
- Voice Search Optimization (Question Formats for Voice, Voice-Optimized Answer Structure)
## Answer Engine Optimization (AEO) Patterns ## Answer Engine Optimization (AEO) Patterns
These patterns help content appear in featured snippets, AI Overviews, voice search results, and answer boxes. These patterns help content appear in featured snippets, AI Overviews, voice search results, and answer boxes.

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--- ---
## Contents
- Em Dashes: The Primary AI Tell
- Overused Verbs
- Overused Adjectives
- Overused Transitions and Connectors
- Phrases That Signal AI Writing (Opening Phrases, Transitional Phrases, Concluding Phrases, Structural Patterns)
- Filler Words and Empty Intensifiers
- Academic-Specific AI Tells
- How to Self-Check
## Em Dashes: The Primary AI Tell ## Em Dashes: The Primary AI Tell
**The em dash (—) has become one of the most reliable markers of AI-generated content.** **The em dash (—) has become one of the most reliable markers of AI-generated content.**

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Detailed strategies for each major social platform. Detailed strategies for each major social platform.
## Contents
- LinkedIn
- Twitter/X
- Instagram
- TikTok
- Facebook
## LinkedIn ## LinkedIn
**Best for:** B2B, thought leadership, professional networking, recruiting **Best for:** B2B, thought leadership, professional networking, recruiting

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Ready-to-use templates for different platforms and content types. Ready-to-use templates for different platforms and content types.
## Contents
- LinkedIn Post Templates (The Story Post, The Contrarian Take, The List Post, The How-To)
- Twitter/X Thread Templates (The Tutorial Thread, The Story Thread, The Breakdown Thread)
- Instagram Templates (The Carousel Hook, The Reel Script)
- Hook Formulas (Curiosity Hooks, Story Hooks, Value Hooks, Contrarian Hooks, Social Proof Hooks)
## LinkedIn Post Templates ## LinkedIn Post Templates
### The Story Post ### The Story Post

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Instead of guessing what works, systematically analyze top-performing content in your niche and extract proven patterns. Instead of guessing what works, systematically analyze top-performing content in your niche and extract proven patterns.
## Contents
- The 6-Step Framework (Niche ID, Scrape, Analyze, Playbook, Layer Voice, Convert)
- The Formula
- Reverse Engineering Checklist
## The 6-Step Framework ## The 6-Step Framework
### 1. NICHE ID — Find Top Creators ### 1. NICHE ID — Find Top Creators