Prompting skills

1,518 tagged Prompting, measured the same way as everything else here.

Browse within: prompt-engineering 176LLM 140ai-tools 113agents 100claude-code-plugin 93skills 91cursor 80agentic-ai 70agent 68ai-skills 65ai-coding 63antigravity 57cli 57ai-video 45

prompt-reframe

121

greyok00/slimtoken

Skill Claude CodeCodex

Tighten user prompts before they reach a model — strip conversational filler, drop fragments, dedupe sentences, rank by relevance, and compose a short, declarative system prompt that doesn't waste context. CPU-only, deterministic, dependency-free. Use it whenever a request is long, rambling, or covered in pleasantries…

not rated 4 today A 88 tokens original MIT

prompt-engineering

122

k-vaca/prompt-engineering-skill

Skill Claude CodeCodex

Write, review, and optimize professional prompts for large language models. Use this skill whenever the user asks to write, draft, design, improve, fix, debug, review, or optimize a prompt, system prompt, prompt template, meta-prompt, or agent instructions; asks why a prompt "isn't working" or gives inconsistent…

not rated 4 +1 1mo ago A 215 tokens original MIT

gpt-5-6-prompt-engine

123

wp-a/gpt-5.6-prompt-engine

Skill Codex

Use when creating, auditing, rewriting, debugging, migrating, or evaluating GPT-5.6 Sol, Terra, or Luna prompt layers, tool descriptions, agent briefs, or prompt stacks; choosing runtime configuration; or comparing controlled prompt candidates.

not rated 4 +1 1mo ago A 58 tokens original MIT

migrate

124

Bilal140202/the-lord-of-the-skills

Skill Claude CodeCodex

Migrate an application with hardcoded LLM prompts to a full LaunchDarkly AgentControl implementation in five stages: audit the code, wrap the call, move the tools, add tracking, attach evaluators. Use when the user wants to externalize model/prompt configuration, move from direct provider calls (OpenAI, Anthropic…

not rated 4 4d ago A 96 tokens original MIT

H-Ali13381/recursive-agent-improvement

Skill Claude CodeCodex

Use when an agent repeatedly fails at a narrow measurable subtask, the user wants a trainable specialist tool instead of more prompting, or the task needs an evaluator, reranker, classifier, detector, verifier, or small PyTorch model exposed to an agent.

not rated 3 3mo ago A 57 tokens original MIT

science-vibecoding

126

Liu-MingH/Scientific-research-SKILL

Skill Claude CodeCodex

Structured AI-assisted scientific code generation. 6 safety guards, 8 principles, 11 prompt templates. Grounded in Nature (2026).

not rated 3 2mo ago A 35 tokens original MIT

prompt-pyramid

127

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 3 +1 1mo ago A 210 tokens original MIT

minimax-worldbuilder

128

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 3 +1 1mo ago A 333 tokens

ilya-sutskever

129

beel-collab/presets.dev

Skill Claude CodeCodex

Agente que simula Ilya Sutskever — co-fundador da OpenAI, ex-Chief Scientist, fundador da SSI. Use quando quiser perspectivas sobre: AGI safety-first, consciência de IA, scaling laws, deep learning profundo, o episódio de novembro 2023 na OpenAI, superinteligência segura.

not rated 3 +1 4mo ago A 67 tokens 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

131

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 3mo ago A 87 tokens

caliper

132

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-engineering

133

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

134

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

135

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

136

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 4mo ago A 45 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

138

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

140

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

141

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 3mo ago A 182 tokens

content-to-prompt

142

TravorShelby/content-to-prompt

Skill Claude CodeCodex

A guide for turning reference material into reusable prompts and content systems for images, videos, social posts, and other creative work.

not rated 2 2mo ago A 130 tokens original MIT

go4

143

jlldavies/go4-llm-design-patterns

Skill Claude CodeCodex

Use when designing, architecting, planning, or debugging any system with an LLM in it — agents, agent loops, RAG and retrieval, prompt pipelines, multi-agent or subagent orchestration, tool use and MCP, memory and context management, evals, or production guardrails. Trigger BEFORE committing to an approach — choosing…

not rated 2 26d ago A 141 tokens original MIT

agents-md

144

adampoit/ai

Skill Claude CodeCodex

Create and maintain AGENTS.md files that provide AI coding agents with project context, commands, code style, and boundaries. Use when updating an existing AGENTS.md, creating a new AGENTS.md for a repository, or improving agent instructions for a codebase.

not rated 2 7d ago A 55 tokens original MIT

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