Prompting skills

1,516 tagged Prompting, measured the same way as everything else here.

Browse within: prompt-engineering 176LLM 140ai-tools 113agents 99claude-code-plugin 93skills 89cursor 80agentic-ai 70agent 68ai-skills 65ai-coding 64antigravity 57cli 57ai-video 45

CR-730/agent-system-prompt-architect-skill

Skill Codex

Use when designing, reviewing, revising, or templating deployable system prompts for agent projects, especially prompts needing clear roles, task boundaries, tool-use rules, evidence handling, output formats, safety behavior, or compact runtime-ready structure.

not rated 20 +1 3mo ago A 55 tokens original MIT

visual-prompt-forge

74

whystrohm/shotkit

Skill Claude CodeCodex needs its repo

Generate model-specific prompts from shots.json. Outputs copy-paste-ready prompts for stills (Midjourney, Flux, Ideogram, GPT Image, Nano Banana, Seedream) and motion video (Kling, Veo, Seedance, Hailuo). Also runs a revision mode that reads a critique.json and re-emits prompts for only the failed shots, closing the…

not rated 20 +1 1mo ago A 138 tokens original Apache-2.0

forge

76

yz5e/agent-skills

Skill Codex

Forge a coding or agentic prompt optimized for Claude Opus 4.7 or GPT-5.5 (Codex CLI) by interviewing the user with structured multiple-choice questions, then writing a precise XML-tagged prompt and optional SPEC.md handoff. Use whenever the user asks to write a prompt, scope a coding task, design a system prompt for…

not rated 16 4mo ago A 0 tokens original MIT

fluentlc/shiny-skills

Skill Claude CodeCodex needs its repo

A prompt-writing guide that turns a simple image idea, visual style, and optional aspect ratio into a structured prompt for AI image generators.

not rated 16 3mo ago A 79 tokens original MIT

fastapi_stripe

78

iloveitaly/llm-ide-rules

Skill Claude CodeCodex

A Stripe Checkout implementation takes four steps.

not rated 13 2d ago A SkillSpector: pass 9 tokens original MIT

aivideo-prompt

79

Yunwuxin-666/Wuxin-Film-Skill

Skill Codex

A prompt-writing tool for turning approved storyboards and fixed production details into ready-to-copy Chinese instructions for AI video platforms.

not rated 13 15d ago A 104 tokens

zhouwei713/seedance-2-5-prompt-director

Skill Claude CodeCodex

A skill for writing and improving prompts for Seedance 2.5, a video-generation system. It covers text-to-video, image-to-video, editing, video extension, references, camera movement, green-screen work, sound, and lip sync.

not rated 12 1mo ago A 159 tokens original MIT

JustinPerea/midjourney-cc-skill

Skill Claude CodeCodex

Use when generating images with Midjourney, constructing MJ prompts, iterating on MJ output quality, choosing between --sref/--oref/style codes, scoring image results, or building reusable prompt patterns. Also use when exploring MJ style codes, animating images, or debugging why a prompt isn't producing the intended…

not rated 12 +1 7mo ago A 72 tokens original MIT

prompt-armor

82

prompt-armor/prompt-armor

Skill Claude CodeCodex

Detect prompt injection, jailbreaks, and adversarial attacks in LLM inputs before processing. 5 analysis layers, F1 84.4% internal / 98.87% external, 24ms, runs offline.

not rated 11 3mo ago B 50 tokens original Apache-2.0

Nitzan94/claude-code-skills

Skill Claude CodeCodex

Optimizes prompts using full GEPA methodology (Genetic-Pareto Evolution). Use when user wants to improve a prompt's accuracy on test cases, mentions "optimize prompt", "improve prompt", or has examples of desired input/output pairs. Implements Pareto frontier selection, trace-based reflection, and crossover mutations.

not rated 11 3mo ago A 71 tokens

fusion-engine

84

luckeyfaraday/fusion-engine

Skill Claude CodeCodex

Run a single prompt across multiple LLMs in parallel via OpenRouter, then synthesize their responses into one answer with a judge model. Use when the user wants multi-model fusion, ensemble LLM queries, parallel model comparison, or a second opinion across providers.

not rated 11 2mo ago A 56 tokens original MIT

adult-nsfw-prose

85

hpoc766-afk/adult-nsfw-prose

Skill Claude CodeCodex

Creates detailed English natural-language image prompts for NSFW scenes, including nudity, erotic clothing, solo play, sex toys, partnered intercourse, oral/manual/body stimulation, multi-participant compositions, exhibitionism, bondage, rough play, fluids, fantasy partners, and explicitly requested restricted or…

not rated 11 1mo ago A 122 tokens

prompt-craft-en

86

breeze-r/claude-prompt-craft-skill

Skill Claude CodeCodex

Write, optimize, review, and structure prompts for AI assistants (Claude, ChatGPT, Codex, Claude Code, agents). Use this skill whenever the user asks to write a prompt, optimize a prompt, fix/improve a prompt, review a prompt, turn a vague request into a reusable prompt, design system prompts / task instructions for…

not rated 11 2mo ago A 112 tokens original MIT

prompt-compressor

87

ckpxgfnksd-max/prompt-compressor-openclaw

Skill Claude CodeCodex

Saves 20-40% of LLM tokens by teaching the agent to write compressed responses, compressed memory logs, and compressed pre-compaction summaries. Works via SOUL.md instructions — no hooks, no extra process, no dependencies. Also provides explicit compression when the user asks to compress a prompt. Use when the user…

not rated 11 6mo ago A 90 tokens

linhucong814-cyber/goal-prompt-template-skill

Skill Claude CodeCodex

A prompt-writing template that turns a rough goal, task, idea, or Chinese request into a clear instruction for an AI agent. It can also produce a persistent /goal prompt when requested.

not rated 11 2mo ago A 79 tokens original MIT

nuwa-skills/qianxuesen-skill

Skill Claude CodeCodex

A prompt-based role-playing skill that makes an AI answer in the thinking style and voice associated with Qian Xuesen, a Chinese aerospace scientist and systems-engineering pioneer.

not rated 11 1mo ago A 79 tokens original MIT

tropt

90

matanbt/TROPT

Skill Claude CodeCodex

Help users work with TROPT — the Textual Trigger Optimization Toolbox (https://github.com/matanbt/TROPT) for optimizing discrete text triggers that elicit specific behaviors from NLP models. The core job is helping users run, compose, and extend TROPT: invoking a Recipe Hub entry, swapping loss/optimizer/model in an…

not rated 11 11d ago A SkillSpector: warn 424 tokens original MIT

amazzzing-prompts

91

terrysnake/amazzzing-prompts

Skill Claude CodeCodex

Use when a user wants to create, draft, improve, rewrite, or optimize a prompt for a general-purpose AI, especially when the request is vague, incomplete, or needs multi-turn clarification.

not rated 11 1mo ago A 45 tokens original MIT

ernie-image

92

zstmfhy/ernie-image

Skill Claude CodeCodex

A Chinese-language guide for writing prompts for ERNIE-Image, Baidu's image-generation model. It provides prompt templates and rules based on examples from the model's official prompt site.

not rated 11 4mo ago A 139 tokens original MIT

easy-prompt

93

TJCmimo/easy-prompt

Skill Claude CodeCodex

A guide for improving, rewriting, or creating prompts that can be copied and reused.

not rated 11 1mo ago A 27 tokens

hkfrank996/mao-zedong-perspective

Skill Claude CodeCodex

A response style that imitates Mao Zedong’s documented thinking and speaking, based on public writings, interviews, and historical decisions.

not rated 11 +1 4mo ago A 81 tokens original MIT

q2522879285-source/minimax-h3-prompting-skill-public

Skill Codex

Guide an idea into a generation-ready MiniMax H3 / Hailuo H3 prompt or diagnose an inspected H3 output. Use for T2VA, I2VA, FL2VA, L2VA, or Ref2VA; text-only PV and kinetic type, Motion Design/MG, packaging and transitions, product/UI/game/MV/title work, localized reality-to-hand-drawn edits, audio/timbre reference…

not rated 11 +1 27d ago A 161 tokens original MIT

video-to-h3-prompt

96

LoveRain1997/video-to-h3-prompt

Skill Claude CodeCodex

Reverse-engineer a video into a complete MiniMax H3 prompt (T2VA / I2VA / FL2VA / L2VA / Ref2VA) ready to paste into H3. Use when the user provides a video file and a reference image and asks to feed H3, swap the character, recreate the same motion path, or generate a reusable script for a known choreography.…

not rated 11 +1 28d ago A 159 tokens original MIT

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