Prompting

2,077 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.

ai-prompting-patterns

193

jamestorrevillas/dev-skills

Skill Claude CodeCodex

Use this skill when designing how an AI agent should communicate with developers — intent clarification, progress reporting, ambiguity handling, confirmation before irreversible actions, error communication, self-correction, task tracking, and plan mode. Also use when building agent UX or defining agent behavior…

not rated 3 5mo ago A 92 tokens original MIT

shinkuro

194

DiscreteTom/shinkuro

MCP server Claude CodeCodexCursor +2

Universal prompt loader MCP server. Runs locally from the shinkuro Python package.

not rated 3 7mo ago A tokens not measured original MIT archived

toon-mcp-server

195

elminson/toon-mcp

MCP server Claude CodeCodexCursor +2

MCP server for TOON (Token-Oriented Object Notation) - Reduce LLM token usage by 50-70%. Runs locally from the toon-mcp-server npm package.

not rated 3 6mo ago A tokens not measured original MIT

promptdb-mcp-server

196

ugmurthy/prompt-mcp-server

MCP server Claude CodeCodexCursor +2

A simple MCP Server to manage prompts based on tasknames. Runs locally from the promptdb-mcp-server npm package.

not rated 3 1y ago A tokens not measured

lynxprompt-mcp

197

GeiserX/lynxprompt-mcp

MCP server Claude CodeCodexCursor +2

MCP server for LynxPrompt — browse, search, and manage AI configuration blueprints. Runs locally from the lynxprompt-mcp npm package. Needs 2 environment variables to run.

not rated 2 3d ago A tokens not measured GPL-3.0

pqs-mcp-server

198

OnChainAIIntel/pqs-mcp-server

MCP server Claude CodeCodexCursor +2

PQS scores any prompt before the model runs. 8 dimensions. 5 frameworks. Pre-flight, not post-hoc. Runs locally from the pqs-mcp-server npm package. Needs 1 environment variable to run.

not rated 2 3mo ago A tokens not measured original MIT

spec-score-mcp

200

openpoem/spec-score-mcp

MCP server Claude CodeCodexCursor +2

Score your specs before feeding them to an LLM. MCP server with radar chart visualization. Runs locally from the spec-score-mcp npm package.

not rated 2 3mo ago A tokens not measured original MIT

meta-prompt-mcp

201

kapillamba4/meta-prompt-mcp

MCP server Claude CodeCodexCursor +2

An MCP server that acts as a Prompting Oracle — advice from official Prompting Guides. Runs locally from the meta-prompt-mcp Python package.

not rated 2 3mo ago A tokens not measured original MIT

NatiDvir/video-skills

Skill Claude CodeCodex

Write photorealistic live-action cinematic Seedance 2.0 prompts for Higgsfield, built on five grounding pillars that stop AI drift and floaty motion. Use for "cinematic film prompt", "shot like a movie", realistic body movement, grounded motion, restrained emotional close-ups, driving scenes, fight choreography…

not rated 2 1mo ago A 111 tokens

分镜提示词

203

wopanda/storyboard-prompt-skill

Skill Claude CodeCodex

A Chinese-language skill that turns a one-sentence video idea into a complete storyboard prompt after asking for missing details. It organises the prompt into basic settings, mood and image quality, and visual content for video models such as Seedance 2.0.

not rated 2 2mo ago A 87 tokens

caliper

204

zhengbowenai-cmd/caliper

Skill Claude Code

Statistically test whether a prompt or SKILL.md change is actually better than the old version. Use when the user asks to compare two prompts, A/B test a prompt change, check if a recent edit really improved things, find rule conflicts in a long prompt, or identify which sections of a prompt are pulling weight.…

not rated 2 2mo ago A 93 tokens original MIT

prompt-architect

205

hosanxiv/prompt-architect

Plugin Claude Code

Bundles 1 skill · 131 tokens together

Build high-quality, structured prompts using the 10-block framework from Anthropic's 'Prompting 101' workshop. Interview-style: asks 4 targeted questions, picks a task-type template, and produces a production-grade prompt with annotations and a test plan.

not rated 2 3mo ago A tokens not measured original MIT

prompt-pyramid

206

storyAura/lora-tagging-skills

Skill Claude CodeCodex

Reorder and purify scattered image-generation tags (Stable Diffusion, Flux, NovelAI, ComfyUI, WebUI, danbooru-style booru tags) into a single clean comma-separated prompt string built on a visual-weight pyramid. Use this skill PROACTIVELY whenever the user is writing or fixing a prompt for diffusion models — tags…

not rated 2 1mo ago A 210 tokens original MIT

prompt-engineering

207

kongyo2/prompt-engineering-skill

Skill Claude CodeCodex

Comprehensive prompt engineering framework for designing, optimizing, and iterating LLM prompts. This skill should be used when users request prompt creation, optimization, or improvement for any LLM task, or when users need help translating vague requirements into effective prompts through collaborative dialogue and…

not rated 2 10mo ago A 60 tokens

prompt-architect

208

ciaransaunders/Skills-Public

Skill Claude CodeCodex

Create and optimize reusable prompt templates for AI assistants and autonomous agents. Use when user says "make a prompt for this task", "improve this prompt", "write a prompt template", "create a prompt for [task]", "optimize this prompt", or requests help designing instructions for LLMs or agents. Also trigger when…

not rated 2 2mo ago A 198 tokens original MIT

encargo

209

stgomoyaa/encargo

Skill Claude CodeCodex

Use when a raw prompt needs rewriting or sharpening, when the user says "rewrite this prompt", "make this prompt better", or asks for a prompt to hand to another agent. Also use before launching any autonomous, long-running, parallel or expensive run (/loop, subagent fan-out, worktrees, overnight work), and whenever a…

not rated 2 1mo ago A 105 tokens original MIT

prompt-creator

210

weiambt/prompt-creator-skill

Skill Claude CodeCodex

A Chinese-language skill for creating prompts, including analysing requirements, asking follow-up questions, applying prompt structures, and producing multiple versions.

not rated 2 3mo ago A 45 tokens

minimax-worldbuilder

211

Hearmeman24/minimax-worldbuilder

Skill Claude CodeCodex

Compose MiniMax-H3 video-with-native-audio prompts in H3's mandatory structured format — full-reference (Ref2VA) and text-to-video (T2VA) only. Use whenever the target model is MiniMax-H3: the user says MiniMax, MiniMax-H3, H3, ref2va / r2v / t2v, names a minimaxh3 checkpoint, or names the MiniMaxH3ReferenceToVideo /…

not rated 2 1mo ago A 333 tokens

artnebo/cinematic-frame-director

Skill Claude CodeCodex

Turn a user's idea, scene description, or mood into ONE production-grade cinematic still-image prompt in English for text-to-image models (Seedream, Midjourney, Flux, DALL-E, or any image generator). Use this skill whenever the user asks for an image prompt, a cinematic frame, a "movie still" look, a photorealistic…

not rated 2 1mo ago A 156 tokens original MIT

prompt-engineering

213

ZHOUCOOKIE/prompt-engineering-skill

Skill Claude CodeCodex

Writes, rewrites, reviews, and audits prompts and system prompts using Anthropic's current official guidance, and selects the right model and effort level for the task before drafting. Use when the user asks to write a prompt, improve or fix a prompt, design a system prompt, or check a prompt before running a task …

not rated 2 1mo ago A 212 tokens

gop

215

DeAI1227/God-Of-Prompt

Skill Codex

Use when a user wants a rough product, assistant, agent, chatbot, workflow, or business requirement converted into a visible expert-grade XML system prompt and immediately executed without waiting for approval.

not rated 2 1mo ago A 40 tokens original MIT

dify-agent-builder

216

xxzxzmai-droid/dify-builder-skills

Skill Codex

A generator for Dify Chatflow agents. Dify is a platform for building AI chatbots and workflows, and a Chatflow is one of its configurable agent flows.

not rated 2 2mo ago A 182 tokens

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: