People / Topics / Prompt libraries
Topic map · 2026-10-18
Who to follow in Prompt libraries
Prompt collections, system prompts and context engineering. 13 people and 7 labs placed here by the topic tags on their own repos (or a Jev read of their repos when they use no tags), ranked by stars across their repos, shipping and influence.
People137 labs and companies
Stars, 7 days+8.9k+32.6k in 30 days
Links inside1follows, mentions, pull requests
Top Influence88Fatih Kadir Akın
Rising this week+2.4kSiqi Chen
Is Prompt libraries heating up? All topics on Pulse
Attention: new stars on 194 repos in this topic. Building: new repos created with prompt-engineering, prompts, system-prompts. Each window is compared with the window before it; "vs field" compares it with all 23 topics together. Measured through 2026-10-18.
Skills rising here
Skills from the TutorHero catalog whose repos carry this topic's tags, by measured momentum.
LangfuseInspect detailed step-by-step traces of multi-agent runs, latency bottlenecks, and token spend.+296/wkArize PhoenixIntegrate Arize Phoenix into agentic loops for verified deterministic execution and token efficiency.+93/wkPhoenixPinpoint RAG retrieval failures and hallucinated agent tool parameters with OpenTelemetry-standard traces.+93/wkPromptfooAutomated assertion testing of agent responses across adversarial prompts in CI/CD.+192/wkRAGFlowExtract structured intelligence from complex PDFs, Excel sheets, and slides with zero hallucinations.+381/wkOutlinesEnsure an LLM generates syntactically valid SQL queries or Lean 4 proof commands without ever producing a syntax error.+30/wkHeliconeIntegrate Helicone into agentic loops for verified deterministic execution and token efficiency.+14/wkMagenticDefine Python functions decorated with `@prompt` that return type-safe Pydantic objects from LLM outputs.+1/wkNew repos to watch
Created in the last 90 days, by stars in the last 30, with their trust check.
yihui-dev/awesome-opus5-5-videosA growing collection of viral videos made with Claude Opus 5.5 and the prompts behind them. Watch each original next to a live remake on Skillry. Updated regularly.59 · New, no references yet+6.3klemomo-ai/lemo-opuscarClaude Code skill for short films with no video model: 51 film styles, each a style prompt plus a demo film made entirely in code by Claude Opus 5.5 (incl. OPUSCAR 98 and the new Evidence Films). By L57 · New, no references yet+3.1kLearnPrompt/awesome-seedance🎬 Evidence-led Seedance 2.5 / 2.0 prompt library: 840+ cases traced to original posts, 490+ cross-model retest runs, 27 copy-ready templates, 80+ installable AI-video Skills. Synced daily from goodca84 · Vouched+2.1kangel291592/Intent-RouterIntent compiler for AI agents — converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision models like Jev & Laya68 · New, no references yet+2.1klnkiai/m3e-canvasSketch Material 3 Expressive screens in the browser and turn them into vibe-coding prompts.80 · Vouched+2.1kaoci-spec/aoci-codeA persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in Go: a governed repository index of code k55 · New, no references yet+1.2kWho pays attention to whom in Prompt libraries See it on the full map
Bridges to other topics
Accounts here with the most links into other topics.
Fatih Kadir Akın7 links to Coding agents, Browser and automation, Finance and crypto, Developer tools, Learning and lists
Feng5 links to Models and research, MCP servers, AI agents, Data and databases
Guide5 links to Developer tools, Web and mobile apps, Video and animation
Siqi Chen3 links to AI agents, RAG and memory, Learning and lists
Edward Cheng-I Wu3 links to Developer tools, Coding agents, AI agents
rockbenben2 links to Developer tools, AI agents
zixin9472 links to AI agents, Coding agents
Headroom Labs2 links to AI agents
William Guss1 links to Developer tools
卡尔的AI沃茨1 links to Learning and lists
PromptsLab1 links to RAG and memory
KGOD1 links to Learning and listsRepos driving it this week
Measured repos of these accounts tagged with this topic, by stars in the last 7 days.
blader/humanizerAgent skill that removes signs of AI-generated writing from text+2.4kheadroomlabs-ai/headroomCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95…+900f/prompts.chatf.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-ho…+847
soumatheusgomes/vibe-coding-toolkitA curated, battle-tested AI-coding toolkit: Claude Code plugins, subagent orchestration, quality gates, and ready-to-co…+794Adkid-Zephyr/anti-defensive-writing-Skill极致轻量｜阻止论文的防御性写作 | Anti-defensive writing for academic papers — 学术写作原则 Skill + prompt pack (CN/EN)+685
lnkiai/m3e-canvasSketch Material 3 Expressive screens in the browser and turn them into vibe-coding prompts.+320
promptfoo/promptfooTest your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT,…+234
semantica-agi/semanticaGraph-Native Infrastructure for Context and Accountable AI Systems+190LearnPrompt/awesome-seedance🎬 Evidence-led Seedance 2.5 / 2.0 prompt library: 840+ cases traced to original posts, 490+ cross-model retest runs, 2…+174
dottxt-ai/outlinesStructured Outputs+38Other topics
AI agents186 people · 201 labs
Coding agents131 people · 73 labs
MCP servers52 people · 29 labs
Models and research98 people · 95 labs
Local LLMs and inference69 people · 67 labs
RAG and memory43 people · 51 labs
Image generation42 people · 23 labs
Video and animation25 people · 11 labs
Voice and audio41 people · 29 labs
Browser and automation41 people · 36 labs
Vision and robotics32 people · 49 labs
Developer tools238 people · 150 labs
Self-hosted apps114 people · 58 labs
Learning and lists58 people · 21 labs
Agent skills and rules36 people · 18 labs
UI and UX design14 people · 15 labs
Security16 people · 6 labs
Data and databases30 people · 51 labs
Cloud and DevOps18 people · 30 labs
Evals and observability11 people · 28 labs
Web and mobile apps86 people · 77 labs
Finance and crypto14 people · 6 labs
Coding agents131 people · 73 labs
MCP servers52 people · 29 labs
Models and research98 people · 95 labs
Local LLMs and inference69 people · 67 labs
RAG and memory43 people · 51 labs
Image generation42 people · 23 labs
Video and animation25 people · 11 labs
Voice and audio41 people · 29 labs
Browser and automation41 people · 36 labs
Vision and robotics32 people · 49 labs
Developer tools238 people · 150 labs
Self-hosted apps114 people · 58 labs
Learning and lists58 people · 21 labs
Agent skills and rules36 people · 18 labs
UI and UX design14 people · 15 labs
Security16 people · 6 labs
Data and databases30 people · 51 labs
Cloud and DevOps18 people · 30 labs
Evals and observability11 people · 28 labs
Web and mobile apps86 people · 77 labs
Finance and crypto14 people · 6 labs