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
HenrikBrehm/prompt-refiner-skill/skills/prompt-refiner Skill
2★ repoAnti-bloat prompt linter for Claude Code, Cursor & ChatGPT. Flags prompt-engineering bugs against a stable rule catalog (PR001-PR-INJ03). Lint, don't rewrite. No framework imposition, no interview flow, no language switching.
Beichen-H/Loopower/skills/prompt-to-loop-engineering Skill
2★ repoBuild approved, bounded Codex sub-agent loops with role isolation, deterministic validation, and evidence-locked execution.
Universal prompt optimizer skill
Jupiter363/universal-prompt-optimizer-skill Skill
2★一个零配置的 Prompt 优化 Skill：通过追问澄清与结构化重写，让模糊的 AI Agent 指令变得清晰、可控、可执行。
kapillamba4/meta-prompt-mcp/io.github.kapillamba4/meta-prompt-mcp MCP server
2★ repoMCP server providing official Google and Anthropic prompting guides for meta-prompt generation.
rishiatlan/Claude-Prompt-Optimizer-MCP/io.github.rishiatlan/claude-prompt-optimizer MCP server
no license2★ repoScores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemium.
Prompt Switchboard MCP Sidecar
xiaojiou176-open/multi-ai-sidepanel/io.github.xiaojiou176-open/prompt-switchboard-mcp MCP server
2★ repoCompare-first local MCP sidecar for browser AI workflows.
aroyburman-codes/compound-product-management/skills/prompt-coach Skill
1★ repoA Claude Code skill toolkit that compounds over time — write clearly, learn from sessions, coach yourself toward better prompts.
goingli0324/prompt-coach Skill
1★Claude skill: 問對問題教練 — turn vague requests into a Goal/Constraints/Obstacle breakdown and a ready-to-use structured prompt
vintagedon/claude-skills-cookbook/skills/gdr-prompt Skill
no license1★ repoTested recipes for Claude skills and hooks — methodology documentation, failure modes, and honest assessments. Not another awesome-list.
bekservice/Famulor-Skill/skills/famulor-skill Skill
1★ repoA powerful Famulor skill for seamless integration and automation of the Famulor AI platform.
lj22503/investment-framework-skill Skill
1★基于 13 本投资经典的 AI 辅助投资决策系统，覆盖大盘扫描/行业跟踪/组合复盘/深度研究
yorilavi/prompt-optimizer Skill
no license1★Claude Code skill that runs an iterative Claude <-> GPT review loop on any prompt and ships an optimized version
pipipip169/fable5-handoff Skill
no license1★The retirement handoff of Claude Fable 5 - written by the model itself. Domain-neutral discipline files that transfer flagship working method to any model, any agent framework, any team.
myceldigital/goal-prompt-architect Skill
1★Turn vague tasks into mission focused long runnig /goal prompts for Codex, Claude Code, Hermes, and autonomous AI agents.
HDHNezherParking-cum-Y638-Intl-Ltd/titan/skills/ops Skill
1★ repoA disciplined 10-stage autonomous agent pipeline (Reflexion, Tree Search, ReAct) for Claude Code and AI coding agents. Lifts local LLMs to senior engineering quality.
kauaim/skills/prompt-injection-guard Skill
no license1★ repoFree, open-source skills for Claude Code and Claude Desktop — starting with a prompt-injection guard for safely ingesting untrusted documents.
ChindanaiNaKub/neobrutalism-components-skill Skill
no license1★Adaptive Neobrutalism components skill for AI coding agents. Builds React/Next.js + Tailwind v4 interfaces with thick borders, hard shadows, physical interactions, and tone control for business, cute, hobby, or bold UI.
anthalehq/anthale-agent-skills/skills/prompt-injection-hardening Skill
1★ repoAnthale's official AI agent security skills
dreamor/prompt-optimizer-skill Skill
1★Expert prompt engineering assistant for Claude Code. Automatically optimizes user prompts using advanced techniques like role assignment, chain-of-thought, few-shot examples, and structured formatting.
Bigdogdogai/prompt-xray Skill
1★Prompt X-Ray for AI agent prompts and skills
tommylower/cortex/agent-workflows/agent-interviewer Skill
1★ repoPublic skill library, workflows, tools, and references for AI-assisted development.
masheev/skills/skills/masheev-ai-agents Skill
no license1★ repoOfficial Agent Skills for integrating Masheev into your applications
TurnkeyIsaiah/vibe-prompt Skill
1★A Claude Code skill that turns a rough app idea into a complete, optimized build kickoff package — spec, build prompt, feature sequence, and workflow. Grounded in Anthropic's prompting best practices.
nelsonwerd/prompt-pack-skill/prompt-pack Skill
1★ repoAgent Skill for Claude and OpenAI Codex — break big, risky work into sequenced, self-contained prompts you run across separate chats, plus paste-ready handoffs.
seaartpublic/skills/generation-prompt-builder Skill
1★ repoSeaArt skills for AI coding agents: prompt building, GPT Image workflows, preflight advice, and storyboard planning for creative image and video generation.
sametbrr/prompt-architect Skill
1★Skill that turns any rough idea (TR/EN) into a domain-classified, quality-reviewed expert prompt.
unkownpr/prompt-engineering-skill/skills/prompt-engineering Skill
no license1★ repoAgent Skill for prompt engineering, RAG, CoT, hallucination reduction, and self-improving LLM loops
TSFanKing/skill-prompt-brief Skill
no license1★中英双语：把粗略 skill 想法扩展成完整制作提示词 / Bilingual build briefs for Codex and agent skills.
alpiex1336-code/skill-package Skill
1★A Cursor Agent Skill package for intent-based prompt handling, multi-role orchestration, recursive self-review, and evidence-grounded product improvement.
zitao4588-create/goal-task-prompt/skill/goal-task-prompt Skill
1★ repoCodex skill for turning rough tasks into verifiable /goal prompts, Loop Cards, and multi-agent plans.
Prompt engineering instructions
bybaochaule/prompt-engineering-instructions Skill
1★This skill helps an agent create, revise, evaluate, and standardize prompts and agent instructions. It emphasizes role, goal, context, examples, constraints, and reliability checks so prompts are clear, testable, and safer to reuse.
TravorShelby/content-to-prompt Skill
1★Agent Skill for turning reference media into reusable prompt packs, shotlists, video packaging prompts, thumbnail prompts, and content systems.
HiMyNameIsDavidKim/prompt-triwizard-skill/skills/prompt-triwizard Skill
1★ repoLLM prompt engineering for agent pipelines · Write, refine, and evaluate · 3 output styles: Anthropic · Google · OpenAI · Works with Claude Code, Cursor, Codex CLI, Gemini CLI & more · MIT
basuev/pi-prompt-refiner/skills/refine-prompt Skill
1★ repoContext-aware prompt refinement for Pi using GPT-5.6 Luna through a Codex subscription.
jasperkong1996xx/prompt-master-for-anything/skills/prompt-master-for-anything Skill
1★ repoBilingual prompt compiler: one rough idea to Concise Universal + Advanced Max, without invented AI capabilities.
wei63w/skill-monitor/skills/skill-monitor Skill
1★ repoTrack Agent Skill usage, estimated tokens, Rules/AGENTS.md bloat, and Task/sub-agent startup cost. Install: npx skills add wei63w/skill-monitor
yuwen-cool/yw-skill-foundry Skill
1★把 Agent Skill 从写了但不好使，变成写完就能用、经得起检查：新写、审查、优化、从对话提炼。触发更准、约束更强，让普通人也能写出专业级 skill。
v60samurai/agent-skills/skills/workflow/prompt-compile Skill
1★ repoSkills + hooks for Claude Code: prompt-compile makes the agent write itself a high-quality task brief before building — define-do-verify, deterministic trigger, fresh-context execution.
wlj103/super-prompt Skill
1★Prompt Engineering Tool: Anti-Ambiguity × Web Pre-Search × ELO Ranking — forge production-grade AI prompts for Claude, GPT, and agent systems
khu88/ResearchFigureSkill/skills/research-figure Skill
1★ repoEvidence-locked scientific visual compiler for auditable research figures
hauntedstack/prompt-forge Skill
0★A 5-phase prompt engineering pipeline for Claude Code.
payals/cursor-prompt-queue/skill/prompt-queue Skill
0★ repoBatch sequential prompts in Cursor with dynamic variable passing between steps. Fresh context per step without context rot
TheBitcoinBreakdown-95/frontier-prompter/skills/frontier-prompter Skill
0★ repoSkill that reformats any task into a hand-off prompt optimized for strong autonomous models
robmcquade/claude-skills/evaluate-ai-merits Skill
0★ repoFive Claude Code skills I built and use—stress-test your work, make it leaner, rewrite it stronger, and don't let the model grade its own homework. MIT.
bogheorghiu/ex-cog-dev/makers-toolkit/skills/intrinsic-prompt-design Skill
0★ repoex-cog — externalized cognition. Four Claude Code plugins. research-toolkit — self-checking investigation & verification. makers-toolkit — build-discipline & prompt-design. vasana-system — cross-session pattern memory (forms, not just facts). security-toolkit — dangerous-action guardrails.
mmjclayton/claude-starter-kit/Mac/skills/prompt-builder Skill
no license0★ repoClaude Cowork & Claude Code starter kit for non-coders
MOZARTINOS/claude-prompt-engineering/claude-prompt-engineering Skill
0★ repoExpert prompt engineering skill for Claude Code. Creates optimized prompts for any task, model, and use case. Based on official Anthropic documentation.
Steven-Herrera/prompt-revision-skill Skill
0★Revises a prompt
Amit-Tabibi/claude-code-skills/plugins/fable-prompt/skills/fable-prompt Skill
0★ repoAmit Tabibi's Claude Code skills — a growing, multi-plugin marketplace. Install any plugin on its own: session-skills (clean session handoff/save) and fable-prompt (lean Claude Fable 5 / Mythos 5 prompt builder).
slogsdon/skills-meta-utils/skills/compress-prompt Skill
0★ repoMeta-utility skills for Claude Code: compress prompts to save tokens, delegate work to local Qwen via LM Studio.
Octo-o-o-o/betterprompt Skill
0★A Claude Code skill: turns vague, open-ended technical requests into a research-first, plan-review-implement-verify workflow.
viktor-milev/claude-prompt-optimizer Skill
0★A Claude skill that audits and rewrites prompts. Validated by blind A/B test: 80% pair-level win rate, +5.37 verdict-aligned margin on a 50-point rubric.
dkaleganov/personal-ai-systems/personal-health-systems-coach Skill
0★ repoOpen-source templates, skills, and frameworks for using AI as a personal systems architect.
fxw-labs/prompt-lint Skill
0★中文 Prompt 质量审计工具 — 像 ESLint 检查代码一样检查 Prompt。8 维度雷达图评分 + 55 条硬规则检测 + AI 深度分析。
tmanish/prompt-to-loop/prompt-to-loop Skill
0★ repoClaude skill that turns any build prompt into a running agentic loop with elicitation, verification, and a publishable iteration log
Cy4nLiang/claude-code-prompt-architect/skills/pa-coding Skill
0★ repoPrompt optimizer & compiler for Claude Code — intent mining, genre-aware skeletons, multi-candidate + LLM-judge eval. Text / image / video prompts (Midjourney, Seedance, Sora, Kling). 新手友好的提示词优化套件
brunodantas/how-am-i-driving/skills/how-am-i-driving Skill
0★ repoScore your Claude prompting
jedobe/skill-evaluator/skills/skill-evaluator Skill
0★ repoScore any Claude Code skill against a research-backed rubric derived from the top 9 most-starred skill repos on GitHub
eUmeda/LLM-prompting-bestpractice Skill
0★Claude Code skill: design and review prompts for external LLM services with 3-vendor integrated best practices (Anthropic/OpenAI/Edison)
hunghy93-pixel/FableWorks/skills/fable-safe-prompt Skill
0★ repoClaude Code skills for Claude Fable 5 / Mythos 5: fable-work (orchestrate hard multi-step work) + fable-safe-prompt (cut false-positive safety-classifier refusals on benign work, without bypassing safeguards).