Stop accepting mediocre AI output

Prompts That
Iterate Until Perfect

Single-shot prompts give mediocre results. Ralphable generates loop-based skill systems with atomic tasks, explicit pass/fail criteria, and progress tracking. Claude works through each task until ALL criteria pass. One skill, infinite quality outputs.

#ad-copy-skill.md - Task Progress
[done]Task 1: Write primary hook (<8 words, creates curiosity)
[done]Task 2: Write pain point opener (addresses #1 frustration)
[...]Task 3: Write CTA - attempt 2/3 (needs action verb)
[pending]Task 4: Write social proof line
[pending]Task 5: Compile final ad copy
Progress: 2/5 tasks doneLearnings: 3 patterns logged

The Problem With AI Prompts

You know the output could be better. But who has time to iterate?

Without Structured Skills

“Write me a newsletter about AI”

Claude generates something generic. You tweak it manually. Still mediocre. You give up and ship it anyway.

Result: 1 prompt, 1 mediocre output

With Ralph Skills

“Use newsletter-skill.md”

Claude loops through atomic tasks. Each task has explicit pass/fail criteria. Progress compounds. It stops when ALL tasks pass.

Result: 1 skill, infinite quality outputs

The Ralph Loop

01

Atomic Tasks

Break work into small, single-purpose tasks

02

Pass/Fail Criteria

Explicit, measurable success conditions

03

Progress Tracking

Learnings compound across iterations

04

Loop Until Done

Stops only when ALL tasks pass

How It Works

Generate a skill in 30 seconds. Use it with Claude forever.

01
Describe Your Goal
What are you trying to create? A newsletter, landing page, product spec, sales pitch?
02
Define Success
What does good output look like? We build checkpoints Claude must pass.
03
Get Your Skill
We generate a .md file with phases, guardrails, and iteration rules.
04
Use With Claude
Load the skill and watch Claude iterate until your output actually hits the bar.

Example Skills

See what you can build

Newsletter Launch Sequence

5-email welcome sequence that actually converts. Iterates on hooks, CTAs, and flow until open rate projections hit 40%+.

Marketing

Technical RFC Writer

Engineering proposals that get approved. Phases: problem framing, solution space, tradeoffs, implementation plan.

Technical

Cold Outreach Generator

Personalized cold emails that don't sound like spam. Keeps refining until the pitch-to-value ratio is right.

Business

Product Requirements Doc

PRDs that engineers actually read. Iterates through user stories, edge cases, and success metrics.

Product

Simple Pricing

Start free. Upgrade when you need more.

Free
$0
Try it out, share with the community
  • 3 skills per day
  • All categories
  • Skills shared with community
  • Copy & download
Best Value
Pro
$20/month
or $100/year (save $140)
  • Unlimited skills
  • Private or public skills
  • Priority generation
  • Edit history

Frequently Asked Questions

Stop Accepting Mediocre Output

Generate a skill that makes Claude iterate until it's actually good.