Prompting

1,468 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.

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

Skill Claude CodeCodex

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 19 3mo ago A 55 tokens original MIT

visual-prompt-forge

99

whystrohm/shotkit

Skill Claude CodeCodex

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 19 1mo ago A 138 tokens original Apache-2.0

Promptheus CLAUDE.md

102

abhichandra21/Promptheus

Instructions file

Instructions for abhichandra21/Promptheus, covering claude.md, development commands, installation and setup, install in development mode and or use the traditional setup.py approach.

not rated 17 5mo ago A 3,686 tokens original MIT

forge

103

yz5e/agent-skills

Skill Claude CodeCodex

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

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

tanker327/prompts-mcp-server

Instructions file

Instructions for tanker327/prompts-mcp-server, covering claude.md, development commands, architecture overview, core components and module dependencies.

not rated 16 1y ago A 1,500 tokens original MIT

iloveitaly/llm-ide-rules

Instructions file CodexOpenCode

AGENTS.md instructions for iloveitaly/llm-ide-rules, covering code comments, important workflow rules, alembic migrations, default content for new non-nullable columns and 1. add the column as nullable (no default needed).

not rated 13 4d ago A 6,061 tokens original MIT

aivideo-prompt

107

Yunwuxin-666/Wuxin-Film-Skill

Skill Claude CodeCodex

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

not rated 12 9d ago A 104 tokens

enhance-prompt

109

VoDaiLocz/Enhance-Prompt

Plugin Claude Code

Bundles 1 skill, 1 command · 75 tokens together

Transform raw prompts into professional-grade, codebase-aware instructions. Features: 7-Layer Enhancement Framework, multi-level codebase scanning, monorepo detection, multilingual support, risk assessment, and 13 professional prompt templates.

not rated 11 6mo ago A tokens not measured original MIT

optimize-prompt-gepa

110

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

YUANGEGE1234/awesome-prompts-skill

Instructions file CodexOpenCode

A collection of reusable instructions for an AI coding agent, covering prompt selection, prompt improvement, writing help, roleplay, and other prompt categories.

not rated 11 4mo ago B 365 tokens original MIT

fusion-engine

112

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

113

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 25d ago A 122 tokens

prompt-craft-en

114

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 1mo ago A 112 tokens original MIT

agentic-engineering

115

agentic-dev3o/devx-plugins

Plugin Claude Code

Bundles 2 skills · 217 tokens together

Audit and optimize agentic systems — review agents, tool loops, and inference requests across prompt engineering, tools, context, cache, evaluation, and guardrails; rewrite prompts using Anthropic best practices.

not rated 11 16d ago A tokens not measured original MIT

prompt-compressor

116

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 5mo ago A 90 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 11 1mo ago A 159 tokens original MIT

goal-prompt-template

118

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

120

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 5d ago A 424 tokens original MIT

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