Prompting

2,379 mods in this category, of every kind an agent can take. Each one carries what it costs per session, what the scan found, and whether it is the original.

promptlab

145

iRahulPandey/PromptLab

MCP server Claude CodeCodexCursor +2

PromptLab is a free, lightweight, open-source experimentation tool for Gen AI applications. Runs locally from the promptlab Python package.

not rated 8 1y ago A tokens not measured original Apache-2.0

seedance-prompt-zh

146

mightyhuman101/seedance2-skill

Skill Claude CodeCodex

A guide for writing prompts for Seedance 2.0, an AI video generator that can use text, images, videos, and audio as input.

not rated 7 yesterday A 100 tokens copy · 100% MIT

prompt-studio

147

utk2103/Prompt-Studio

Plugin Claude Code

Bundles 9 skills, 3 agents · 1,095 tokens together

Prompt engineering workbench with a Lean persona layer that cuts LLM output size, cost, and latency. Injects the Lean ruleset every session via SessionStart + SubagentStart hooks.

not rated 7 changed yesterday A tokens not measured original Apache-2.0

prompt engineering

148

Jsebayhi/prompt-engineering-extension

Skill Claude CodeCodex

Use this skill when asked to create, refine, analyze, or optimize prompts for Large Language Models (LLMs). This skill ensures adherence to prompt engineering best practices and enforces a rigorous design workflow.

not rated 7 7mo ago A 43 tokens original MIT

mcp-promptregistry

149

stevengonsalvez/promptregistry-mcp

MCP server Claude CodeCodexCursor

A Model Context Protocol server for managing prompts via stdio. Runs locally from the mcp-promptregistry npm package.

not rated 7 6mo ago A tokens not measured

ozor-prompt-optimizer

150

Mintii-Labs/ozor-skills

Skill Claude CodeCodex

Analyze and improve existing Ozor.ai video prompts for better output quality. Use this skill whenever the user has an Ozor prompt that produced mediocre results, wants to improve a video prompt, needs help debugging why a video didn't turn out well, or wants expert feedback on their prompt before running it. Trigger…

not rated 6 3mo ago A 146 tokens original MIT

token-optimizer

151

samibajwaisking/Token-Optimizer-Skill

Skill Claude CodeCodex

Maximize Claude's output quality while minimizing input token usage. Use this skill whenever a user wants to compress prompts, reduce token consumption, extract maximum output from Claude, write high-density instructions, optimize system prompts, or improve AI communication efficiency. Trigger on phrases like…

not rated 6 3mo ago A 134 tokens

unified-ai-gateway

152

happy520ai/unified-ai-system

Skill Claude CodeCodex

Operate and evaluate Unified AI System through twelve governed MCP tools, including provider-free prompt enhancement, while preserving fake-provider, authorization, and evidence boundaries.

not rated 6 yesterday A 35 tokens original Apache-2.0

prompt-improver

154

owenob1/prompt-improver

Skill Claude CodeCodex

Transform vague prompts into precise, verifiable structured XML prompts that coding agents execute reliably. Modes: execute (default — generate then run) and plan (generate XML for review first). Use when the user says improve prompt, make this work better, prompt engineer, structure a request, plan a complex change…

not rated 6 1mo ago A 104 tokens original MIT

leapfrog-skill

156

safitudo/leap-skill

Plugin Claude Code

Bundles 1 skill · 69 tokens together

LEAP: LLM Engineered Application Pattern. A philosophy where code is a commodity — only prompts, schemas, and tests are source of truth. AI generates all application code on demand.

not rated 6 4mo ago A tokens not measured original MIT

prompt_control_lab

157

VeraPyuyi/prompt_control_lab

Skill Claude CodeCodex

Guard and improve prompts before expensive Codex, IDE, or CLI agent work. Use when a prompt is vague, broad, risky, costly, or should be optimized before implementation.

not rated 6 +1 8d ago A 40 tokens

mickeyyaya/refactoring-skills

Skill Claude CodeCodex

Use when designing or reviewing AI/ML integration code — covers RAG pipeline design, prompt engineering, structured output with schema validation, tool use/function calling, LLM error handling, token budget management, hallucination mitigation, and AI/ML anti-patterns with examples in TypeScript and Python.

not rated 6 +1 5mo ago A 66 tokens original MIT

deepseek-integration

159

cacr92/WeReply

Skill Claude CodeCodex

A set of instructions for connecting an application to DeepSeek, an AI service that can generate text responses. It covers sending web requests, receiving normal or live-streamed replies, and handling connection errors.

not rated 6 +1 7mo ago A 112 tokens original MIT

claude-code-prompt

160

xiufengsun/claude-code-prompt

Skill Claude CodeCodex

Reference Claude Code's prompt engineering patterns for AI/Agent development. Provides best practices for system prompts, tool design, agent orchestration, and safety.

not rated 5 5mo ago A 36 tokens original MIT

promptkitty-assemble

161

baldaworks/promptkitty

Skill Claude CodeCodex

Discover and assemble a task-specific prompt from the embedded PromptKit catalog through the PromptKitty CLI. Use when the user wants to select a PromptKit template, compose a prompt for an engineering task, run an interactive PromptKit intake, write a requirements or design artifact, investigate a bug, review code…

not rated 5 1mo ago A 78 tokens original MIT

claude-api

162

JiuTian-dev/SupplyChainCortex

Skill Claude CodeCodex

Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5 → 4.6, 4.6 → 4.7, retired-model replacements). TRIGGER when: code imports anthropic/@anthropic-ai/sdk; user asks for…

not rated 5 2mo ago A 193 tokens

AI Prompt Engineer

164

Trista3/claude-code-agent-teams

Agent Claude Code

AI capability analyst and prompt system designer for parent-child interactive products. Evaluates which AI features are feasible, designs safe AI interactions for families, and builds evaluation frameworks.

not rated 5 5mo ago A 37 tokens original MIT

betterprompt

165

BetterPromptme/skills

Skill Claude CodeCodex

Discover, install, and run reusable AI prompt skills from the BetterPrompt registry via the CLI (betterprompt / bp). Use when a user needs to find a prompt skill, generate AI output (text, images, video), or manage their skill library. Covers installation, auth, skill discovery, generation, and output review for…

not rated 5 1mo ago A 76 tokens original MIT

promptocop CLAUDE.md

166

victor-aguilars/promptocop

Instructions file

Instructions for victor-aguilars/promptocop, covering promptocop, project overview, tech stack, project structure and rule system.

not rated 5 5mo ago B 3,872 tokens original MIT

prompt-forge

167

hyuce/prompt-forge

Skill Claude CodeCodex

Use when user asks to improve, refine, or rewrite a prompt for an AI system, or when framing a request that feels vague, overloaded, or logically unsound. Triggers: "improve my prompt", "rewrite this prompt", "make this prompt better", "help me ask this question properly", "this prompt feels off".

not rated 5 2mo ago A 71 tokens original MIT

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: