AI Coding Prompt Refiner for Better Developer Results
by Shandra
$19.99
Transforms vague coding requests into precise, scoped, testable, AI-ready prompts for Cursor, Claude Code, Codex CLI, Replit, and other coding agents.
6
Claude Prompt Generator and Optimizer Skills
Turn a rough request into a prompt that gets the result you want. Our Claude prompt generator skills write new prompts from scratch, and our prompt optimizer skills improve the ones you already use, for text, code, images and video, in Claude Code, Claude.ai and Claude Desktop.
49 live skills
Product Marketing Creative Director
by AKSA Studio
$5
Generate premium advertising concepts, image prompts, video prompts, headlines, and marketing copy for any product.
2
Optimization Loop
$19
Autonomous loop that iteratively modifies, evaluates, and selects the best version of any text resource — skills, prompts, or campaigns — using a modify-measure-keep/discard cycle.
1
📝 Prompt Template Linter
$12
Lint a prompt template for the issues that cause injection and flaky output. Flags untrusted variables interpolated straight into the instructions (the injection surface), placeholders that are never provided or never used, contradictory instructions, a missing output-format spec where the result is parsed, unbounded context interpolation, and leftover placeholders. It detects problems; it does not write prompts.
3
prompt engineer pro
by Roy Yuen
$8
Professional prompt engineering, audit, and evaluation system for production-grade AI agents and workflows.
3
✍️ AI Prompt Auditor
$7
Systematic audit for AI prompts to detect security flaws, bias, and cost-inefficiencies with auto-optimization.
2
AI Coding Prompt Refinement Pro
$14.99
Transform vague coding requests into production-ready AI coding prompts with context, constraints, architecture, tests, acceptance criteria, and verification gates.
2
AI Prompt Engineering Studio™
$5
Build, debug, test, optimize, secure, and adapt production-ready AI prompts for different models and workflows.
2
AI Prompt Optimizer & Rewriter
by Rabiul Islam
$6
Transform vague, low-performing prompts into structured, high-output instructions for text and image AI models.
2
AI Storyboard Prompt Builder
by Promptifypro
$5.99
Converts scripts into production-ready storyboards with camera directions and consistent AI image prompts.
2
Coding Prompt Refiner — Cursor/Claude Ready
by Cygnix Labs
$7
Vague coding ask → copy-paste Cursor/Claude/Codex prompt with scope, constraints, acceptance checks, and out-of-scope rails. Process only — no correct-code or CI guarantees. $7 impulse pricing. Cygnix Labs.
2
Kids Picture Book Story Studio
$9.99
Create parent-guided picture book drafts with original characters, page-by-page storyboards, consistent illustration prompts, cover prompts, reading guides, and child-safe review checks.
2
prompt refiner pro
$5
Diagnoses weak AI instructions and rewrites them into production-grade prompts with structured audit reports.
2
PromptBase Template Builder Super Power
by nowrich
$5
Builds and audits reusable prompt templates with typed variables, platform conventions, and hallucination guardrails.
2
skill auditor
by Matthew King
$5
Audit, score, and improve your AI agent skills for higher quality, lower token costs, better reliability, and marketplace success. Get actionable recommendations for prompts, instructions, tool usage, error handling, and user experience.
2
Video Prompt Product Builder
by PromptWagon
$9.99
Builds sellable video prompt packs for Veo/Sora/Pika-style generation, including product concept, fixed video prompt template, 8-second timing structure, camera movement, subject motion, scene continuity, sound notes, 9 ready-to-use video prompts, titles, keyword variations, buyer instructions, listing copy, thumbnail brief, preview guidance, and publishing checklist.
2
3d anatomy prompt builder
by nowrich
$5
Converts anatomical subjects into precise, medically-accurate 3D visualization prompts with spatial logic.
1
ai art direction and prompt builder
by nowrich
$5
Transforms rough visual ideas into structured, professional-grade AI image prompts and art direction.
1
AI Cinematic Prompt Engineer
$5
Architects high-fidelity AI image and video prompts using cinematic vocabulary and model-specific optimizations.
1
AI Prompt Improver
$5.99
Getting weak results from AI? This skill transforms your prompts into clearer, more structured, and more effective versions. It improves wording, adds contex...
1
AI Prompt Optimizer & Engineer
$5
Transforms rough task ideas into structured, production-ready prompts for specific AI models.
1
Bounded Prompt Engineering and Refactoring
$5
Designs bounded production prompts: structured delimiters, few-shot exemplars, JSON schemas, and injection defense.
1
character showcase prompt builder
by nowrich
$5
Transforms character concepts into production-grade visual briefs, identity systems, and consistent AI art prompts.
1
claude sonnet 5.5 meta prompt
by daoanhtuan
$9
Generates, migrates and audits system prompts and request settings for Claude Sonnet 5.5, with every rule traced to Anthropic's guideline and checked by a linter.
1
Why use Claude for prompt generation
Claude is good at spotting what a prompt leaves out: context, constraints, output format and examples. A skill gives Claude a fixed checklist for that, so every prompt it writes or improves follows the same structure instead of depending on how you phrased the request.
What's in our Prompt Generator range
Our range covers prompt generators, prompt improvers and optimizers, prompts for coding work, and prompts for image and video models. We currently list 49 skills: 11 free and 38 paid. Every one is part of our Claude skills marketplace and passes our 8-point security scan before it goes live. For the wider picture, see all Claude writing and content skills.
How to choose the right Prompt Generator skill
Use these criteria to pick one:
- Generate or improve: Some skills write a prompt from a goal, others rework a prompt you already have.
- Text or visuals: Image and video prompt skills use different structures than text prompt skills.
- Coding work: For Claude Code, pick a skill that makes requests scoped and testable.
- Reusable output: Check whether the skill returns a one-off prompt or a reusable template.
Top picks by use case
| Use case | Skill | Best for | Price |
|---|---|---|---|
| Prompt engineering patterns | Prompt Engineering Specialist | Robust prompts for LLM apps | $8.99 |
| Coding prompts | AI Coding Prompt Refiner for Better Developer Results | Scoped, testable coding requests | $19.99 |
| Prompt clean-up | AI Prompt Optimizer & Rewriter | Clearer prompts, same intent | $6 |
| Video prompts | UGC Video Ad Prompt Generator | Video ad prompts | $14.99 |
| Prompt linting | 📝 Prompt Template Linter | Catching weak prompt templates | $12 |
Before you install
You only need Claude Code, Claude.ai or Claude Desktop and the prompt or goal you want to improve. Installing takes about 30 seconds.
Related Claude skills
Also browse Claude Image Generation Skills and Claude Skill Creator Skills. New to this? Read our guide to how to write better prompts for Claude Code.