Prompts
1,602 rows, by stacks then stars
563 of these skill files have been read, by 542 distinct authors, and what they tell an agent counted. What Prompts authors agree on, and what they forbid
hmbseaotter/meta-prompt-toolkit Skill
no license0★A reusable meta-prompt that turns any use case into a high-quality, ready-to-use LLM prompt — Claude-first, with Gemini/GPT fallbacks.
posixplus/prompt-gatekeeper/skills/prompt-gatekeeper Skill
0★ repoScore prompts against a 6-pillar rubric before Claude executes them. Skill + optional hook. Ask, enhance, confirm, run.
SamsShow/formulary-claude Skill
0★The prompt formulary for Claude: symptoms, remedies, exact dosages. Official Anthropic prompting best practices as an Agent Skill.
2000silpeed/meta-prompt-skill Skill
0★javalenciacai/develop-skills/.agents/skills/aieng Skill
0★ repoAI agent skills organized as a virtual development team for software development
aunicall/prompt-inspector-integration/skills/prompt-inspector Skill
0★ repoOfficial SDKs, MCP & Skills for Prompt Inspector. Protect your LLM apps and Agents via Python, Node.js, Skills or Model Context Protocol.
ahmedraza28/image-generation-skill/skills/image-generation Skill
0★ repoA model-agnostic skill for prompting modern text-to-image models (Imagen, Gemini Image, GPT Image, DALL-E, Stable Diffusion, Flux, Ideogram, Leonardo, Midjourney). Distilled from public prompting guides plus cross-vendor practical patterns.
vaibhav-khattar/prompt-optimizer-skill Skill
no license0★A Claude skill that transforms any rough prompt into an optimally engineered one — grounded in official Anthropic prompting guidelines.
Ahaaad3759/PromptSkill4image Skill
0★Build and refine image prompts with structured variables, bilingual vocab lists, and PromptFill JSON export
srinitude/hermes-goal-prompt-generator/skills/goal-prompt-generator Skill
0★ repoHermes Agent skill + CLI: turn one raw goal prompt into an isolated optimized Markdown contract + paired ANALYSIS/BOOTSTRAP/RED/GREEN/REFACTOR TDD task-list YAML, with a paste-target /goal handoff — never executes the goal. 12-executor catalog (Claude Code, Codex, OpenCode, Gemini, Cursor, Aider, Pi, Qwen, Goose, Amp, Crush, Hermes).
zhanglianjie3766/ai-anchor-prompting/skills/ai-anchor-prompting Skill
0★ repoA Codex skill for complex AI projects using anchor prompts, phase boundaries, branch windows, and confirmation gates.
Dokuganrryu/ai-agent-skills-and-subagents/skills/prompt-enhancer Skill
no license0★ repoPortable AI agent skills and specialist subagents for prompt enhancement, workspace resume, source-grounded research, and release readiness.
knowingrohan/refine-prompt/skills/refine-prompt Skill
0★ repoMOVED: This skill is now maintained at https://github.com/knowingrohan/ai — see skills/refine-prompt/
nyuta01/folio/skills/add-derivation-ai Skill
0★ repoPortable, AI-native data sheets.
YYH123123813/video-prompt-lab/skills/video-prompt-lab Skill
0★ repoLocal-first AI-video prompt generator, linter, and eval kit. One ShotSpec YAML -> Sora/Veo/Runway/Kling/Seedance prompts.
Edemckb/sd-prompt-forge/skills/sd-prompt-forge Skill
0★ repoAgent skill for reliable Stable Diffusion, LoRA, ControlNet, and multi-character prompt workflows.
web3blind/hermes-skill-prompt Skill
no license0★Public Hermes skill export prepared from a private Hermes skill.
luongs3/skill-atlas Skill
0★A trust-rated index of public AI-agent skills, organized by job. Tells your agent which skills to load for a task — and whether to trust them (source, reputation, freshness).
WellDunDun/skills/skills/design-agent-prompt-loop Skill
0★ repoSmall, composable Agent Skills for better agent feedback loops, design judgment, and verification habits.
igapyon/miku-prompt-lint-skills/skills/igapyon-miku-prompt-lint Skill
0★ repoAgent Skill for reviewing prompts, context packages, and Agent Skill bundles for structure, clarity, and practical quality risks.
alexzhu0/agent-skill-radar/starters/prompt-to-skill-spec Skill
0★ repoEvidence-backed topic radar for choosing what Agent Skill to build next.
dbmrq/agent-skills/skills/apple-foundation-models Skill
no license0★ repoPersonal Agent Skills for AI coding agents — install and update with gh skill
polychrome7/your-prompt-engineer/skills/your-prompt-engineer Skill
0★ repoTurn rough ideas into agent-ready prompts with confirmation, safety gates, and Codex/Claude Code dispatch support.
kazani-351/system-upgrade Skill
0★Agent skill: run system-upgrade meta-prompts on your own setup. Adapted from Daniel Miessler's Fable prompts.
Gonzih/j-lens-observability-skill/j-lens-observability Skill
0★ repoJ-Lens-informed reasoning observability skill for OpenClaw, Claude, Codex, and AI harnesses
Arushmukundan/senior-prompt-engineer/senior-prompt-engineer Skill
no license0★ repoA self-improving AI Agent Skill that rewrites vague prompts into senior-level specs before building.
ilovehugetits/coding-agent-prompt-optimizer/skills/coding-agent-prompt-optimizer Skill
0★ repoAn Agent Skill that converts rough software requests into precise, execution-ready coding-agent prompts.
takeshijuan/perfect-prompt/skills/perfect-prompt Skill
0★ repoAgent Skill that turns terse intent into structured, verifiable prompts
unfamiliar-city/skill-ai-mindshare-map Skill
no license0★Claude Code skill that measures how visible a company or market is to AI assistants (ChatGPT) and maps who gets recommended and why.
WimCos/prompt-optimizer/plugins/prompt-optimizer/skills/prompt-optimizer Skill
0★ repoA skill for Anthropic's ecosystem that refines underspecified prompts into structured, surface-correct, ready-to-use instructions for the Claude ecosystem.
hamidettefagh/two-gates/skills/design-gate Skill
0★ repoA Claude Code plugin that installs the two-gate method for production AI agents: a design gate, a ship gate, and an incident-to-eval loop that turns failures into regression tests.
chuaitry-edu/try-skills/hermes/prompt-architect Skill
no license0★ repo8 AI学习诊断工具 — 卡在哪用哪个，不卡不用。Hermes/Claude Code/Codex/Cursor/Trae 五端兼容。
mqrox/seedance-2.0-prompt-skill/build-seedance2-prompts Skill
0★ repoEvidence-backed Seedance 2.0 prompt engineering skill for Codex: Dreamina, BytePlus, Volcengine, Fal, multimodal references, editing, and prompt linting.
mattrmartin/prompt-sharpener/prompt-sharpener Skill
0★ repoA Claude Agent Skill that sharpens rough prompts using Anthropic's own prompt-engineering guidance.
hamidettefagh/agent-or-workflow Skill
0★A Claude skill that decides whether to build an agent or a workflow, before you build it. The design-time gate, with a deterministic verdict engine.
HiAPIAI/realistic-video-prompting Skill
0★Model-agnostic realistic video prompt design, preflight, and explicit executor handoff for AI agents
cskwork/context-diet-skill Skill
0★Trim Claude Code system-prompt bloat: measure with a logging proxy, then deny unused tool definitions and disable features via settings.json. Method from aihero.dev, packaged as a skill.
yuanGao0816/prompt-rail Skill
no license0★Measured prompt iteration with train/test dual-gate scoring and anti-overfit rails. Agent Skill (SKILL.md).
Optimize claude fable 5 prompts
IchenDEV/claude-fable-5-prompt-optimizer/plugins/claude-fable-5-prompt-optimizer/skills/optimize-claude-fable-5-prompts Skill
0★ repoMoved to IchenDEV/prompt-optimizer-plugins. Historical Fable 5 v1.0.0 repository.
YMIR777/vibecoding-prompt-workflow/skills/prompt-first-workflow Skill
no license0★ repoA first-principles Vibe Coding prompt workflow for AI agents and chat models.
wretcher207/dead-pixel-skills/skills/codex-prompting Skill
0★ repoReusable agent skills from Dead Pixel Design, starting with an agent-agnostic Codex prompt compiler.
Full framework ai prompt optimizer
denghuancong11/-Ai-/plugins/full-framework-ai-prompt-optimizer/skills/full-framework-ai-prompt-optimizer Skill
0★ repo将任意输入改写为保真、紧凑、可执行且可验证的提示词｜Codex Skill + Plugin
mike-ai-de/fable-workflow-kit/skills/claude/fable Skill
0★ repoUnofficial, cross-platform Fable-inspired workflow skills for Claude Code and Codex, plus portable GPT prompt templates.
Low angle wide portrait prompt
zhouwei713/low-angle-wide-portrait-prompt Skill
0★Hermes skill for realistic low-angle and high-angle wide portrait photography prompts.
AungMyoKyaw/betterprompt-mcp/io.github.AungMyoKyaw/betterprompt-mcp MCP server
0★ repoMCP server for AI-enhanced prompt engineering and request conversion.
Agent prompt injection firewall mcp
CSOAI-ORG/agent-prompt-injection-firewall-mcp/io.github.CSOAI-ORG/agent-prompt-injection-firewall-mcp MCP server
0★ repoThe WAF for agents. Pattern-based + heuristic firewall scans prompts, RAG documents, tool argume...
Jacob-J-Thomas/user-context-retrieval-mcp-server/io.github.Jacob-J-Thomas/user-prompt MCP server
no license0★ repoAn MCP server that enables AI agents to ask users clarifying questions via pop-up terminal windows.
RyanJamesStewart/prompt-time/io.github.RyanJamesStewart/prompt-time MCP server
0★ repoClaude Desktop reminders for Windows. Survives MSIX boundary; persists across restarts. Zero deps.
lazymac2x/ai-prompt-optimizer-api/io.github.lazymac2x/ai-prompt-optimizer MCP server
no license0★ repoCloudflare Workers MCP server: ai-prompt-optimizer
linxule/vox-mcp/io.github.linxule/vox-mcp MCP server
0★ repoMulti-model AI gateway — 8 providers plus local models, no system prompt injection.
rishabhmpc/prompt-compass-mcp/io.github.rishabhmpc/prompt-compass MCP server
no license0★ repoDecision-only prompt routing and firewall checks for local/cloud routing, PII and jailbreak risk.
rocnubie/bestaiimageprompt-mcp/io.github.rocnubie/bestaiimageprompt-mcp MCP server
0★ repoThe best AI image prompt library online. Latest trending prompts copy & paste for GPT image 2,
giuseppe-trisciuoglio/developer-kit/plugins/developer-kit-ai/skills/prompt-engineering Skill
329★ repoModular plugin marketplace for Claude Code and agentic CLIs, with validated, spec-driven skills, agents, commands, and workflows for Java, TypeScript, Python, PHP, AWS, and AI.
codegraphtheory/hermes-profile-template/skills/prompt-engineering Skill
45★ repoPrompt-to-repo authoring system with one-sentence generation, demo assets, diagrams, and installable Hermes Agent profile distributions.
drayline/rootnode-skills/rootnode-behavioral-tuning Skill
no license39★ repo27 Skills that diagnose, build, and optimize every architectural layer of your Claude environment
chrisvoncsefalvay/autostar/autostar-skill Skill
39★ repoAutoresearch ALL THE THINGS. RLVR for the masses.
Model aware image prompt engineer
Emily2040/nano-banana-image-skill/packages/model-aware-image-prompt-engineer Skill
29★ repoProduction-grade, agent-portable image prompting skill for Nano Banana Pro and Nano Banana 2 in the Gemini image family
ckanner/agent-skills/prompt-optimizer Skill
23★ repoA curated collection of Claude Agent Skills designed to enhance AI workflows with specialized capabilities.
EmblemCompany/Agent-skills/skills/emblem-ai-prompt-examples Skill
12★ repoOfficial skill collection for EmblemAI agents — 200+ crypto tools across 7 blockchains
Phantomlau3674/ai-film-director-workbench/skills/ai-video-prompt-generator Skill
9★ repoAI电影导演工作台和提示词生成系统：素材生产、参考图职责、导演级长提示词与可验证生产流程