Topic

Trending prompt-engineering repos

Repos whose maintainers tagged them prompt-engineering on GitHub (topics are labels that describe what a project is about), ranked by stars gained.

12 repos gained about 20k stars in the last 7 days. Leading this week: DietrichGebert/ponytail, JuliusBrussee/caveman and headroomlabs-ai/headroom.

12 repos tracked · ranked by stars gained · updated hourly

* / est. Estimated: until we have enough daily snapshots for a repo, its gain is total stars ÷ days since creation. Measured numbers replace estimates automatically.

1
DietrichGebert/ponytail
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote. Why it matters: useful plumbing for shipping LLM-powered features.
LLM toolingJavaScript★ 163k
+1.3k*
stars today
2
JuliusBrussee/caveman
why use many token when few token do trick. Viral skill + proxy for coding agents that cuts 65% of tokens by talking like a caveman. Why it matters: useful plumbing for shipping LLM-powered features.
LLM toolingGo★ 111k
+579*
stars today
3
headroomlabs-ai/headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same… Why it matters: useful plumbing for shipping LLM-powered features.
LLM toolingPython★ 75k
+270*
stars today
4
asgeirtj/system_prompts_leaks
Documented system prompts from Anthropic - Claude Fable 5.1, Opus 5.5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-6-Astra, Codex. Google… Why it matters: useful plumbing for shipping LLM-powered features.
LLM toolingPython★ 70k
+132*
stars today
5
f/prompts.chat
f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with… Why it matters: useful plumbing for shipping LLM-powered features.
LLM toolingHTML★ 173k
+123*
stars today
6
jnMetaCode/agency-agents-zh
277 个即插即用的 AI 专家角色 — 支持 Claude Code/Cursor/Copilot 等 20 种工具，覆盖工程/设计/营销/金融等 20 个部门。含 64 个中国市场原创智能体（小红书/抖音/微信/飞书/钉钉/Qt 上位机/机械设计）。搭配编排器… Why it matters: useful plumbing for shipping LLM-powered features.
LLM toolingShell★ 21k
+96*
stars today
7
Nanako0129/sepia
De-AI writing skill for any Agent Skills-compatible agent (77+ via the Skills CLI), with native plugins for Claude Code, Codex, Grok Build, and… Why it matters: useful plumbing for shipping LLM-powered features.
LLM toolingPython★ 3.2k
+68*
stars today
8
linshenkx/prompt-optimizer
An AI prompt optimizer for writing better prompts and getting better AI results. Why it matters: useful plumbing for shipping LLM-powered features.
LLM toolingTypeScript★ 38k
+62*
stars today
9
yanliudesign/mono-color-skill
One-ink editorial print image skill — warm paper, halftone photography, active negative space, and restrained typography. Why it matters: worth a look if you build or run autonomous agents.
AI agentsPython★ 3.4k
+61*
stars today
10
Leonxlnx/unlazy
Anti-laziness skill for AI agents. Core: the Depth Tree method, which splits a task N layers deep and gives every leaf the full time budget of the… Why it matters: useful plumbing for shipping LLM-powered features.
LLM toolingJavaScript★ 3.9k
+60*
stars today
11
tradecatlabs/vibe-coding-cn
Vibe Coding 从入门到精通教程｜AI 结对编程工作流｜Prompt、Skill、Workflow、上下文管理、codex实战指南. Why it matters: relevant if AI is part of your coding workflow.
Coding agentsMakefile★ 18k
+54*
stars today
12
zenstory-ai/drama-skills
开源 AI 短剧/漫剧创作 skill 合集：剧本、角色资产、分镜 storyboard、图片/视频提示词、审查，适配 Claude Code 与 Codex | Open-source AI short drama / micro-drama skills for Claude Code &… Why it matters: useful plumbing for shipping LLM-powered features.
LLM toolingPython★ 2.8k
+32*
stars today