Agent skill

Pricing Strategist

by nicepkg in nicepkg/ai-workflow

Design and optimize pricing strategies for SaaS products including tiering, packaging, value metrics, and experimentation.

MITAuto-check passedSales & Support

Install Pricing Strategist

skills CLI
$ npx skills add nicepkg/ai-workflow --skill pricing-strategist -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install nicepkg/ai-workflow pricing-strategist --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/nicepkg/ai-workflow.git skills-src && mkdir -p .claude/skills && cp -r skills-src/workflows/marketing-pro-workflow/.claude/skills/pricing-strategist .claude/skills/pricing-strategist && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
pricing-strategist
GitHub stars
285
Token cost
~3.9k tokens
SKILL.md length
772 words
Files
2
Skills in repo
61
Repo updated
First seen
Licence
MIT

At a glance

Design and optimize pricing strategies for SaaS products including tiering, packaging, value metrics, and experimentation.

  • Works in 4 steps: Determine Your Value Metric → Choose Your Pricing Model → Create Your Pricing Tiers → …
  • Setting initial pricing
  • SKILL.md covers Core Principles, Pricing Strategy Framework, Pricing Psychology and Pricing Experiments, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Pricing Strategist is an agent skill from nicepkg/ai-workflow. Design and optimize pricing strategies for SaaS products including tiering, packaging, value metrics, and experimentation. Use when setting initial pricing, optimizing conversion, expanding revenue, or when users ask about pricing strategy, monetization, or revenue optimization.

Its SKILL.md is about 3.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `manifest.yaml`).

It sits in Sales & Support, covering Pricing strategy and A/B testing. The repository describes itself as: 🚀 170+ pre-built skills for Claude Code, Cursor, Codex & 14+ AI tools. Stop re-teaching your AI the same things. One command → instant domain expertise. Marketing, SEO, Trading… The licence is MIT.

When your agent uses it

  • Setting initial pricing
  • Optimizing conversion
  • Expanding revenue
  • Users ask about pricing strategy

Example prompts

  • “/pricing-strategist”

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Determine Your Value Metric
  2. Choose Your Pricing Model
  3. Create Your Pricing Tiers
  4. Feature Packaging

What it can do on your machine

Read from SKILL.md and the folder at commit d167b41. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are yaml, javascript, markdown, typescript and html).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Pricing Strategist loads about 3.9k tokens when it runs. Until then it costs about 75 tokens; SKILL.md has 772 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~75
When it runs · the whole SKILL.md, loaded when a task matches
~3.9k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from nicepkg/ai-workflow at commit d167b41, republished under its MIT licence (© nicepkg). 772 words, ~3,857 tokens.

Download SKILL.mdSave it as .claude/skills/pricing-strategist/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
pricing-strategist
description
Design and optimize pricing strategies for SaaS products including tiering, packaging, value metrics, and experimentation. Use when setting initial pricing, optimizing conversion, expanding revenue, or when users ask about pricing strategy, monetization, or revenue optimization.
license
Complete terms in LICENSE.txt

Pricing Strategist

Design pricing strategies that maximize revenue while keeping customers happy.

Core Principles

  1. Pricing is a growth lever: 1% improvement in pricing = 11% improvement in profit (McKinsey)
  2. Price to value, not cost: Charge based on value delivered, not what it costs you
  3. Simple > Clever: 3 tiers beats 5 tiers; clear packaging beats complex
  4. Experiment continuously: A/B test, iterate, optimize

Pricing Strategy Framework

Step 1: Determine Your Value Metric

Value metric = What you charge for (users, projects, API calls, etc.)

Good value metrics:

  • Align with customer value (as they get more value, they pay more)
  • Easy to understand and predict
  • Grow naturally with usage

Examples:

yaml
Slack: Per active user
  ✅ Grows with team size
  ✅ Easy to understand
  ✅ Aligns with value

Twilio: Per API call
  ✅ Grows with usage
  ✅ Predictable for users
  ✅ Direct value correlation

Dropbox: Storage size
  ✅ Clear metric
  ✅ Grows with needs
  ⚠️ Can be gamed (compression)

AWS: Everything (CPU, storage, bandwidth, etc.)
  ⚠️ Complex but accurate
  ⚠️ Hard to predict costs
  ✅ Pay for what you use

Value Metric Decision Matrix:

MetricAlignment to ValueSimplicityPredictabilityGrowth Potential
Per UserHighHighHighMedium
Per FeatureMediumHighHighLow
Usage-BasedHighMediumLowHigh
StorageLowHighMediumMedium
TransactionsHighMediumMediumHigh
Step 2: Choose Your Pricing Model

Flat Rate:

$99/month - unlimited everything
  • ✅ Simple to understand
  • ✅ Easy to sell
  • ❌ Leaves money on table
  • ❌ Doesn't scale with value

Tiered Pricing:

Starter: $29/mo  - 5 users
Pro:     $99/mo  - 20 users
Business: $299/mo - Unlimited users
  • ✅ Captures different customer segments
  • ✅ Upsell path clear
  • ⚠️ Anchor pricing matters

Usage-Based:

$0.01 per API call
First 10,000 free
  • ✅ Perfect alignment with value
  • ✅ Low barrier to entry
  • ❌ Unpredictable for customers
  • ❌ Hard to forecast revenue

Hybrid (Best of both):

Base: $49/mo + $0.50 per extra user
  • ✅ Predictable base + scales with value
  • ✅ Lower barrier than pure per-seat
  • ⚠️ More complex to explain
Step 3: Create Your Pricing Tiers

The Rule of 3:

  • Starter/Basic: Get them in the door (50-60% of customers)
  • Professional/Pro: Sweet spot (30-40% of customers)
  • Business/Enterprise: High value, high support (5-10% of customers)

Tier Design Template:

yaml
Tier 1 - Starter ($29/mo):
  Target: Individuals, tiny teams, trying it out
  Value Limit: 5 users, 10 projects
  Features: ✅ Core features
    ✅ Basic support (email)
    ❌ Advanced features
    ❌ Integrations
    ❌ Custom anything

Tier 2 - Professional ($99/mo):
  Target: Small-medium teams, main product
  Value Limit: 20 users, 100 projects
  Features: ✅ Everything in Starter
    ✅ Advanced features
    ✅ Integrations (Slack, etc.)
    ✅ Priority support
    ✅ API access
    ❌ Custom SLA
    ❌ SSO

Tier 3 - Business ($299/mo):
  Target: Larger teams, mission-critical
  Value Limit: Unlimited users, unlimited projects
  Features: ✅ Everything in Professional
    ✅ Advanced security (SSO, SAML)
    ✅ Custom SLA
    ✅ Dedicated support
    ✅ Custom integrations
    ✅ Training & onboarding

Anchor Pricing Strategy:

Starter:  $29/mo  (entry point)
Pro:      $99/mo  (3.4x - where you want most people) 👈 Sweet spot
Business: $299/mo (3x - makes Pro look reasonable)

Most customers choose the middle tier when:

  • Middle tier is 3-4x the starter price
  • Top tier is 2-3x the middle tier
Step 4: Feature Packaging

Good Feature Distribution:

yaml
Starter Tier (60% features):
  - All core CRUD operations
  - Basic reporting
  - Email support
  - Mobile app
  Goal: Get them using the product successfully

Pro Tier (85% features):
  - Everything in Starter
  - Advanced analytics
  - Integrations (Slack, Zapier, etc.)
  - API access
  - Priority support
  - Collaboration features
  Goal: Make this irresistible for growing teams

Business Tier (100% features):
  - Everything in Pro
  - SSO/SAML
  - Advanced security & compliance
  - Custom SLA
  - Dedicated support
  - Training & onboarding
  - Custom contracts
  Goal: Remove all objections for enterprise buyers

Gating Strategy:

  • Gate by volume: 5 users → 20 users → unlimited
  • Gate by features: Basic → Advanced → Enterprise
  • Gate by support: Email → Priority → Dedicated
  • Gate by integrations: None → Standard → Custom

❌ Don't gate core value: If your product's main value is X, don't gate X ✅ Gate advanced/power features: Analytics, integrations, admin features

Pricing Psychology

Charm Pricing
$99/mo > $100/mo  (1% cheaper, feels 20% cheaper)
$29/mo > $30/mo
Anchoring
❌ Bad:
  Basic:    $50
  Premium:  $75  (only 50% more, but not 50% more value?)

✅ Good:
  Basic:    $50
  Premium:  $150  (3x price for 2x value = good deal)
  Enterprise: $500  (makes Premium look reasonable)
Annual Discounts
Monthly:  $99/mo  ($1,188/year)
Annual:   $990/year  (Save $198 = 17% discount)

Why offer annual?:

  • Cash flow upfront
  • Higher LTV (less churn)
  • 15-20% discount is standard

When to offer:

  • At signup
  • After 2-3 months (they're hooked)
  • During renewal
  • Seasonal promotions
Free Trial vs Freemium

Free Trial:

yaml
Type: 14-day free trial, no credit card required
When: Product has clear "aha moment" quickly
Pros:
  - Everyone experiences full product
  - Clear conversion point
  - No freeloaders
Cons:
  - Friction at signup
  - Have to convert them quickly

Freemium:

yaml
Type: Forever free tier with limitations
When: High viral coefficient, network effects
Pros:
  - No friction at signup
  - Build large user base
  - Word of mouth
Cons:
  - Many users never pay
  - High infrastructure costs
  - Harder to monetize

Decision Matrix:

  • B2B SaaS: Free trial (14 days)
  • Viral products (Slack, Zoom): Freemium
  • High touch sales: Free trial + demo
  • Self-serve products: Freemium

Pricing Experiments

A/B Testing Pricing

What to test:

  1. Price points: $99 vs $149
  2. Packaging: Features in each tier
  3. Billing frequency: Monthly vs annual
  4. Free trial length: 7 vs 14 vs 30 days
  5. Anchor pricing: Add expensive tier to make middle tier look good

How to test:

javascript
// Example: Test pricing pages
const pricingVariants = {
  control: {
    starter: 29,
    pro: 99,
    business: 299
  },
  test: {
    starter: 39,
    pro: 129,
    business: 349
  }
}

// Show different prices to 50% of visitors
const variant = Math.random() < 0.5 ? 'control' : 'test'

// Track which converts better
analytics.track('pricing_page_viewed', {
  variant: variant,
  prices: pricingVariants[variant]
})

Metrics to track:

  • Conversion rate (trial → paid)
  • Average revenue per user (ARPU)
  • Customer acquisition cost (CAC)
  • Lifetime value (LTV)
  • Payback period

Sample size calculator:

Need ~1,000 visitors per variant to detect 10% change
Need ~5,000 visitors per variant to detect 5% change
Show full SKILL.md (301 more words)Show less
Grandfather Pricing

When raising prices, grandfather existing customers:

yaml
Scenario: Raising Pro from $99 → $129

Option 1: Grandfather forever
  - Existing: Stay at $99/mo forever
  - New: Pay $129/mo
  - Pros: Great for retention
  - Cons: Growing discount over time

Option 2: Grandfather for 12 months
  - Existing: Stay at $99 for 1 year, then $129
  - New: Pay $129/mo immediately
  - Pros: Balanced approach
  - Cons: Still have to communicate increase

Option 3: No grandfathering, small increase
  - Everyone: Goes to $129/mo
  - Give 30 days notice
  - Offer annual deal to lock in current price
  - Pros: Simplest
  - Cons: Some churn risk
Price Increases

When to raise prices:

  • Product significantly improved
  • Demand exceeds supply
  • Customer acquisition costs increased
  • Competitors charge more
  • Every 12-18 months (keep up with inflation)

How to communicate:

markdown
Subject: [Product] pricing update - your plan is increasing

Hi [Name],

Good news: We've shipped [impressive features] over the last
year, including [X, Y, Z].

Starting [Date, 30+ days away], we're updating our pricing:

- Pro: $99 → $129/mo (+30%)
- Business: $299 → $349/mo (+17%)

Your current pricing:

- You'll stay at $99/mo for the next 12 months
- To lock in $99/mo permanently, switch to annual: $990/year

Why we're increasing prices:

- [Specific value adds]
- [New features]
- [Better support]

Questions? Reply to this email.

Thanks for being with us,
[Founder Name]

Revenue Expansion

Upsell Strategies

When to prompt upgrades:

javascript
// Hit limit
if (user.projectCount >= user.plan.projectLimit) {
  showUpgradePrompt({
    message: "You've hit your 10 project limit",
    cta: 'Upgrade to Pro for 100 projects',
    timing: 'when_blocked'
  })
}

// Feature discovery
if (user.clickedAdvancedFeature && !user.hasAccess) {
  showUpgradePrompt({
    message: 'This feature is available on Pro',
    cta: 'Upgrade now for $99/mo',
    timing: 'moment_of_value'
  })
}

// Usage-based trigger
if (user.daysActive > 30 && user.plan === 'starter') {
  showUpgradePrompt({
    message: "You're a power user! Unlock more with Pro",
    cta: 'See Pro features',
    timing: 'established_user'
  })
}

Upgrade Incentives:

  • Prorated credit for current plan
  • Feature preview (7-day trial of Pro features)
  • Bundle discount (annual save 20%)
  • Limited-time offer (20% off if you upgrade this week)
Add-Ons
yaml
Base Product: $99/mo

Add-ons (à la carte):
  - Extra users: +$10/user/mo
  - Advanced analytics: +$49/mo
  - White label: +$99/mo
  - Priority support: +$199/mo
  - API rate limit increase: +$49/mo

Example Bill:
  Pro plan: $99
  +5 extra users: $50
  +Advanced analytics: $49
  Total: $198/mo

When to use add-ons:

  • Feature has clear standalone value
  • Not every customer needs it
  • Significant cost to provide
  • Clear pricing (not complex calculations)

Pricing by Market Segment

Small Business (SMB)
yaml
Price Point: $29-99/mo
Sales Motion: Self-serve
Features: Simple, easy to use
Support: Email, docs
Decision Maker: End user or team lead
Sales Cycle: Minutes to days
Mid-Market
yaml
Price Point: $99-999/mo
Sales Motion: Self-serve + light touch
Features: Integrations, collaboration
Support: Priority email, chat
Decision Maker: Department head
Sales Cycle: Days to weeks
Enterprise
yaml
Price Point: $1,000+/mo (often $10k-100k+)
Sales Motion: High-touch sales
Features: SSO, custom, security, SLA
Support: Dedicated account manager
Decision Maker: VP, C-level, procurement
Sales Cycle: Weeks to months

Pricing Metrics

Key Metrics to Track
typescript
interface PricingMetrics {
  // Revenue metrics
  mrr: number // Monthly Recurring Revenue
  arr: number // Annual Recurring Revenue
  arpu: number // Average Revenue Per User

  // Conversion
  trial_to_paid_rate: number // %
  free_to_paid_rate: number // % (if freemium)

  // Expansion
  expansion_mrr: number // New revenue from existing customers
  contraction_mrr: number // Lost revenue from downgrades
  net_revenue_retention: number // (Expansion - Contraction) / Starting MRR

  // Efficiency
  cac: number // Customer Acquisition Cost
  ltv: number // Lifetime Value
  ltv_cac_ratio: number // Should be > 3x
  payback_period_months: number // Should be < 12 months

  // Distribution
  customers_by_tier: {
    starter: number
    pro: number
    business: number
  }
}
Healthy SaaS Benchmarks
yaml
Good SaaS Company:
  Trial → Paid: > 15%
  MRR Growth: > 10% month-over-month (early stage)
  Churn Rate: < 5% per month (SMB) or < 1% (enterprise)
  LTV:CAC: > 3:1
  Payback Period: < 12 months
  Net Revenue Retention: > 100% (expansion covers churn)
  Annual Contract Value:
    - SMB: $1k-10k
    - Mid-market: $10k-100k
    - Enterprise: $100k+

Pricing Page Best Practices

Structure
Hero Section:
  Headline: "Pricing that grows with you"
  Subheadline: "Start free, upgrade anytime"

Comparison Table:
  [Starter]  [Pro - Most Popular]  [Business]

  Feature comparison rows

  [CTA Button]  [CTA Button]  [CTA Button]

FAQ Section:
  - Can I change plans?
  - What payment methods do you accept?
  - Do you offer refunds?
  - Can I cancel anytime?

Trust Signals:
  - Testimonials
  - Logos of customers
  - Money-back guarantee
Psychological Tricks
html
<!-- Highlight most popular tier -->
<div class="pricing-card" data-popular="true">
  <div class="badge">Most Popular</div>
  <h3>Pro</h3>
  <div class="price">
    <span class="amount">$99</span>
    <span class="period">/month</span>
  </div>
  <!-- Larger button, different color -->
  <button class="cta-primary-large">Start Free Trial</button>
</div>

<!-- Show annual savings -->
<div class="billing-toggle">
  <span>Monthly</span>
  <toggle />
  <span>Annual <badge>Save 20%</badge></span>
</div>

<!-- Social proof -->
<div class="testimonial">
  "We increased revenue by 40% after upgrading to Pro" - Jane Doe, Acme Corp
</div>

Quick Start Checklist

Launching Pricing (MVP)
  • Pick value metric (per-user, usage, etc.)
  • Design 3 tiers (Starter, Pro, Business)
  • Set anchor prices (3-4x between tiers)
  • Package features (60%, 85%, 100%)
  • Create simple pricing page
  • Set up billing (Stripe)
  • Offer 14-day trial
Optimizing Pricing (Post-Launch)
  • Track conversion rates by tier
  • Survey customers on pricing perception
  • A/B test price points
  • Add annual billing option (15-20% discount)
  • Create upgrade prompts in-app
  • Monitor NRR (expansion vs churn)
  • Review pricing every 6-12 months

Common Pitfalls

❌ Pricing too low: Harder to raise than lower; leaves money on table ❌ Too many tiers: 5+ tiers is confusing; stick to 3 ❌ Gating core features: Don't lock essential value behind highest tier ❌ Complex value metric: Users shouldn't need calculator to predict their bill ❌ Never raising prices: Customers expect prices to increase over time ❌ Charging for support: Support should be included, vary by response time

Summary

Great pricing strategy:

  • ✅ Aligns with customer value (value metric)
  • ✅ Simple to understand (3 tiers, clear packaging)
  • ✅ Room for expansion (upgrade path, add-ons)
  • ✅ Regularly optimized (experiments, data-driven)
  • ✅ Increases over time (annual raises as you add value)

© nicepkg, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in workflows/marketing-pro-workflow/.claude/skills/pricing-strategist of nicepkg/ai-workflow.

  • SKILL.md
  • manifest.yaml

Open the folder on GitHubat commit d167b41

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Categories

Questions about Pricing Strategist

What does Pricing Strategist do?

Design and optimize pricing strategies for SaaS products including tiering, packaging, value metrics, and experimentation. Pricing Strategist is an agent skill from nicepkg/ai-workflow. Design and optimize pricing strategies for SaaS products including tiering, packaging, value metrics, and experimentation.

When should I use Pricing Strategist?

Pricing Strategist fits situations like: setting initial pricing; optimizing conversion; expanding revenue; users ask about pricing strategy.

How do I install Pricing Strategist in Claude Code?

Run `npx skills add nicepkg/ai-workflow --skill pricing-strategist -a claude-code`. Or copy the skill folder (workflows/marketing-pro-workflow/.claude/skills/pricing-strategist in nicepkg/ai-workflow) into .claude/skills/pricing-strategist in your project. Claude Code loads it when a task matches its description.

How do I install Pricing Strategist in Codex?

Run `npx skills add nicepkg/ai-workflow --skill pricing-strategist -a codex`. Or copy the skill folder (workflows/marketing-pro-workflow/.claude/skills/pricing-strategist in nicepkg/ai-workflow) into .agents/skills/pricing-strategist in your project. Codex loads it when a task matches its description.

Can I use Pricing Strategist in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add nicepkg/ai-workflow --skill pricing-strategist -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pricing-strategist, .gemini/skills/pricing-strategist, .github/skills/pricing-strategist and .opencode/skills/pricing-strategist in your project.

What does Pricing Strategist need to run?

SKILL.md names no scripts, command-line tools or credentials: Pricing Strategist is instructions for the agent only.

Does Pricing Strategist access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Pricing Strategist safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Pricing Strategist use?

Pricing Strategist is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Pricing Strategist use?

About 3.9k tokens (SKILL.md is roughly 15k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Pricing Strategist?

Skills that share tags, products or a category with Pricing Strategist: Pricing Strategy (freekmurze/dotfiles, 1k stars), Profit Margin Calculator Amazon (nexscope-ai/eCommerce-Skills, 1.1k stars), Niche Opportunity Finder (zanecole10/software-tailor-skills, 104 stars) and Loki Mode (davila7/claude-code-templates, 32k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Pricing Strategist?

nicepkg (a GitHub organization) maintains it in nicepkg/ai-workflow, which has 285 GitHub stars. The repository holds 61 skills in this directory. The repository was last updated on January 20, 2026.

Source: nicepkg/ai-workflow on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.