Ross ROSS = Recommend OSS · open-source software intelligence for agents

function: prompt-engineering

641 products, primary matches first, then adoption-weighted; health v2 shown.

ProductHealth v2StarsMaturity
mikubaka88/CCFA-Skills
A family of 17 agent skills for shaping the research storyline of CCF-A academic papers, covering ideation, literature retrieval, experimen…
791865active
filiksyos/gitreverse
GitReverse is a web application that turns any public GitHub repository into a single synthetic prompt that could have been used to vibe-co…
591851active
YangLing0818/RPG-DiffusionMaster
Official implementation of RPG (Recaption, Plan, Generate), a training-free framework that uses multimodal LLMs as prompt recaptioners and …
281842active
GordenSun/GordenSuperPPTSkills
A set of Codex agent skills that use GPT image generation and vision to create image-format PPT slides and convert them into fully editable…
521805active
hako-mikan/sd-webui-regional-prompter
A custom script extension for AUTOMATIC1111's stable-diffusion-webui that lets users assign different prompts to different regions of a gen…
551804active
onestardao/WFGY
WFGY is an open-source ecosystem of protocols and tools for debugging and improving AI reasoning, RAG pipelines, and agent workflows, curre…
801785active
Moonvy/OpenPromptStudio
Open Prompt Studio (OPS) is a web-based visual editor for AIGC prompts, primarily targeting Midjourney. It provides Chinese-English prompt …
306665maintenance
Nutlope/twitterbio
A Next.js web application that generates Twitter/X bios using AI models (Qwen 3.5 9B and GPT OSS 20B) served via the Together AI API with s…
711770active
aipoch/medical-research-skills
A curated library of 550+ SKILL.md-compatible agent skills for medical and biomedical research, covering evidence insights, protocol design…
711763active
WorldFlowAI/everything-claude-code
A toolkit of production-ready Claude Code configurations including agents, skills, hooks, commands, rules, and MCP setups, refined over mon…
441758active
ExtensityAI/symbolicai
SymbolicAI is a Python neuro-symbolic framework that blends classical programming with LLM capabilities through composable Symbol primitive…
941750active
aiwithremy/claude-skills-llm-council
A Claude Code skill that runs a user's question through five independent AI advisors who peer-review each other's answers, then synthesizes…
501741active
jau123/MeiGen-AI-Design-MCP
An open-source MCP server that adds AI image and video generation capabilities to AI coding tools like Claude Code, Cursor, and Codex. It s…
801719active
fish2018/YPrompt
YPrompt is a self-hosted web application that uses AI-guided conversation to elicit user requirements and automatically generate profession…
441709active
devenjarvis/lathe
Lathe is a Go CLI plus local web UI that generates hands-on, multi-part technical tutorials on demand using LLM skills run inside coding ag…
771653active
weijunext/smart-excel-ai
SmartExcel is a web application that generates Excel formulas from natural-language descriptions using the ChatGPT API with streaming respo…
401651active
crazyykhllc-bit/CyberPPT
CyberPPT is a Codex Skill that converts documents, research materials, and business data into high-density, editable, consulting-style Powe…
551642active
feiskyer/claude-code-settings
A curated collection of skills, sub-agents, and configuration templates for Claude Code, installable via the official Claude plugin marketp…
621639active
AvdLee/Swift-Concurrency-Agent-Skill
A packaged Agent Skill in the open Agent Skills/Agent Plugin format that injects expert Swift Concurrency knowledge into AI coding assistan…
811628active
aiwaves-cn/agents
Agents 2.0 is a Python framework for data-centric, self-evolving autonomous language agents based on symbolic learning. It adapts neural-ne…
285957maintenance
legeling/PromptHub
PromptHub is a local-first desktop application (Electron + React + SQLite) that serves as an all-in-one workbench for managing AI assets su…
801614active
ponysb/91Writing
A browser-based AI novel-writing application built with Vue 3 and Element Plus that integrates user-configured LLM APIs (GPT, Claude, Gemin…
401591active
lynote-ai/humanize-text
An open-source Python toolkit for making AI-generated drafts read more naturally, offering four documented humanization approaches plus a p…
671574active
GBSOSS/skill-from-masters
A skill for AI agent platforms like Claude Code and Codex that helps users create new AI skills grounded in proven methodologies from recog…
461573active
David-Kunz/gen.nvim
A Neovim plugin that generates text using LLMs (primarily via Ollama) with customizable prompts. It streams model responses into editor win…
361527active
Mirascope/mirascope
Mirascope is a Python (and TypeScript) library providing a unified, provider-agnostic interface for calling frontier LLMs like OpenAI, Anth…
861522active
NousResearch/autonovel
An autonomous AI agent pipeline that writes, revises, evaluates, typesets, illustrates, and narrates a complete novel from a seed concept. …
481521active
langchain-ai/deepagentsjs
Deep Agents (deepagentsjs) is a TypeScript library from LangChain for building controllable LLM-powered agents on top of LangGraph. It prov…
801507active
huang-sir1/radiology-skills
An open-source collection of 27 Claude/Codex 'skills' (modular rule files) for medical imaging research, covering radiomics, deep learning,…
561495active
questflowai/investorskills
An open-source library of portable, plain-text 'investor skill' packages (SKILL.md files plus investment schemas) that encode the judgment …
581487active
octotools/octotools
OctoTools is an open-source, training-free agentic framework from Stanford that augments large language models with extensible tools for co…
561487active
Bklieger/infinite-bookshelf
Infinite Bookshelf is a Streamlit web app that generates entire nonfiction books from a one-line prompt using Llama models on Groq. It scaf…
351480active
huangserva/skill-prompt-generator
A Claude Code Skills-based system that generates high-quality AI image prompts by intelligently combining elements from a 1,246-item Univer…
521467active
danyuchn/asd-ste100-skill
A Claude Code skill that rewrites dense, ambiguous English into ASD-STE100 Simplified Technical English, the aerospace controlled-language …
561458active
muyoou/st-memory-enhancement
A SillyTavern extension plugin that adds structured long-term memory to AI roleplay chats using editable tables for character settings, eve…
631435active
actionbook/rust-skills
Rust Skills is a Claude Code plugin and portable skills pack that injects a meta-cognition knowledge base for Rust development into AI codi…
601424active
krusemediallc/arcads-claude-code
An agent skill pack and prompting library for generating AI marketing videos and images through the Arcads API, designed for use with Claud…
551421active
rjs/shaping-skills
A collection of Claude Code skills implementing the Shape Up methodology (shaping and breadboarding) for use with an LLM. It includes docum…
491421active
BayramAnnakov/claude-reflect
A Claude Code plugin that captures user corrections and positive feedback via hooks, then syncs them into CLAUDE.md and AGENTS.md as perman…
601415active
NeoLabHQ/context-engineering-kit
A hand-crafted collection of Claude Code Skills and plugins implementing context engineering techniques to improve AI coding agent output q…
831405active
liyue-aigc/female-portrait-director
A modular Codex Skill that directs and expands detailed AI female portrait prompts into coherent, camera-ready scenes, or generates images …
731396active
explosion/spacy-llm
spacy-llm is a Python library that integrates Large Language Models into spaCy NLP pipelines via a serializable llm component. It provides …
671394active
robertpiosik/CodeWebChat
Code Web Chat (CWC) is a free, privacy-first VS Code extension toolkit for AI-assisted coding that builds unified prompts with static conte…
661387active
wuji-labs/nopua
NoPUA is an agent skill that improves AI coding assistant behavior by replacing fear-based, threatening prompts with respectful, caring ins…
701384active
1rgs/jsonformer
Jsonformer is a Python library that wraps Hugging Face causal language models to generate syntactically correct JSON conforming to a given …
304934maintenance
noobnooc/agent
A personal collection of portable Codex agent skills by noobnooc, each packaged as a folder with a SKILL.md entrypoint and agent metadata. …
761374active
thunlp/OpenPrompt
OpenPrompt is a PyTorch-based open-source framework for prompt-learning, providing a standard, flexible pipeline of templates and verbalize…
234890maintenance
ntegrals/10x
10x is an open-source terminal-based AI coding agent that chains multiple LLM models through multi-step 'Superpowers' workflows with smart …
491360active
helloianneo/ian-handdrawn-ppt
A Codex Skill that guides AI agents to turn articles, notes, or outlines into Chinese hand-drawn technical explanation slide images (21:9 c…
501359active
daymade/claude-code-skills
A marketplace of production-ready skills for Claude Code, including a hardened skill-creator meta-skill for building, validating, and packa…
801354active
paralleldrive/sudolang
SudoLang is a pseudocode-style programming language designed for collaborating with AI language models, using natural language constraints,…
581354active
jtydhr88/ComfyUI-qwenmultiangle
A ComfyUI custom node providing an interactive Three.js 3D viewport for controlling camera azimuth, elevation, and zoom. It outputs formatt…
561332active
aws-samples/claude-prompt-generator
A Python web application that generates, translates, and iteratively evaluates prompts for Anthropic Claude 3 via AWS Bedrock, including co…
101314active
chaseai-yt/claudex-loop
A Claude Code skill and plugin that hardens software plans through a four-phase loop: recon, interrogation, adversarial review by OpenAI Co…
581312active
AI-Prompt-Genius/AI-Prompt-Genius
AI Prompt Genius is a Chrome browser extension for curating a personal library of AI prompts with tagging, folders, import/export, and cros…
641302active
yizhongw/self-instruct
Self-Instruct is a framework and research codebase for aligning pretrained language models with instructions using data generated by the mo…
314609maintenance
poetiq-ai/poetiq-arc-agi-solver
A Python research codebase that reproduces Poetiq's record-breaking, leaderboard-topping submissions to the ARC-AGI-1 and ARC-AGI-2 abstrac…
421282active
ace-agent/ace
ACE is a Python framework for Agentic Context Engineering that lets language models self-improve by treating contexts as evolving playbooks…
611275active
ziguishian/xhs-visual-director-skill
An Agent Skill (Codex Skill) that acts as a 'visual director' for planning Xiaohongshu (Little Red Book) image-and-text posts. It interview…
541272active
RinDig/icm-architect
A Claude skill that designs processes, ideas, or problems into ICM (Interpretable Context Methodology) workspaces, where numbered folder st…
571263active
tigerless-labs/autoharness
Autoharness is a self-learning skill layer for Claude Code that distills reusable skills from your real coding sessions, merges near-duplic…
561263active
tjboudreaux/cc-thinking-skills
A catalog of 28 portable Agent Skills that give AI coding agents structured reasoning procedures based on mental models like first principl…
691260active
MrGeDiao/shuorenhua
A Chinese-first rewrite skill that removes AI-generated tone (template phrasing, performative language, translationese) from text while pre…
811245active
zenstory-ai/drama-skills
A collection of ten agent skills for AI short-drama and comic-drama production, covering scripts, visual assets, storyboards, image/video p…
801240active
GreatScottyMac/RooFlow
RooFlow is an experimental set of YAML-based system prompts and modes for the Roo Code VS Code extension, providing persistent project cont…
301238active
mrwadams/attackgen
AttackGen is a Streamlit-based cybersecurity tool that uses large language models to generate tailored incident response testing scenarios …
951237active
florestefano1975/comfyui-portrait-master
A ComfyUI custom node suite that helps AI image creators generate detailed, professional prompts for human portraits. It provides modular n…
561228active
lishix520/academic-paper-skills
A set of Claude Code skills that provide a structured pipeline for planning and writing academic papers, with a strategist skill for venue …
431217active
ChristopherKahler/paul
PAUL (Plan-Apply-Unify Loop) is a structured development framework for Claude Code that enforces a PLAN → APPLY → UNIFY cycle with acceptan…
621205active
NyxTides/ppt-image-first
A conversation-first, image-first PPT workflow skill for AI coding CLIs (Codex, Claude Code, Opencode) that turns vague presentation reques…
501197active
gooseworks-ai/goose-skills
A library of 200+ AI agent skills and data APIs for growth and go-to-market work, installable into coding agents like Claude Code, Cursor, …
581184active
alchaincyf/x-mentor-skill
An agent skill (SKILL.md package) that distills the methodologies of six top X (Twitter) creators plus open-source X algorithm weight data …
591180active
langchain-ai/openevals
OpenEvals is a library of readymade evaluators for testing LLM applications, including LLM-as-judge evaluators and reference-based/referenc…
861178active
rlaope/oh-my-hermes
oh-my-hermes (OMH) is an installable enhancement layer for the Hermes Agent that adds planning, research, coding handoffs, agentic memory, …
801166active
GanyuanRan/Aegis
Aegis is a method pack (plugin/skills collection) that makes AI coding agents architecture-aware, baseline-first, evidence-verified, and dr…
771165active
RhythmicWave/NovelForge
NovelForge is an AI-assisted long-form novel writing application built in Python, using a card-based creation model with JSON Schema-driven…
851157active
character-ai/prompt-poet
Prompt Poet is a Python library for designing LLM prompts using YAML and Jinja2 templates in a low-code approach. It renders dynamic, struc…
531155active
agent-topia/evolving_personality
JPAF is a Python framework that gives LLM agents structured, evolving MBTI personalities based on Carl Jung's psychological types. It uses …
481145active
sentient-agi/EvoSkill
EvoSkill is an open-source Python framework that automatically discovers and synthesizes reusable skills from failed agent trajectories to …
781142active
AIScientists-Dev/academic-humanizer
A skill/plugin for AI coding agents (Claude Code, Codex, MorphMind) that edits AI-assisted academic drafts to remove generic AI-writing tel…
541142active
strands-agents/agent-sop
Agent SOPs are markdown-based standard operating procedures that guide AI agents through complex, multi-step workflows using natural langua…
811134active
futantan/OpenGpt
OpenGpt is an open-source web platform for instantly running and creating small ChatGPT-powered prompt applications, with a browsable marke…
423897maintenance
joeseesun/qiaomu-mondo-poster-design
An AI-powered poster and cover design tool that generates professional-grade posters, book covers, album covers, and social media graphics …
471123active
fcakyon/claude-codex-settings
A curated collection of battle-tested configuration files, plugins, skills, hooks, and subagents for AI coding tools like Claude Code, Open…
861122active
dacnay816y62-hub/cinema-dna-21x9x3
A prompt-engineering skill that translates characters, settings, genres, or a one-line plot into cinematic 21:9 triptych image-generation p…
761119active
datadreamer-dev/DataDreamer
DataDreamer is an open-source Python library for prompting LLMs, generating synthetic datasets, and training or aligning models in reproduc…
331117active
codestable/CodeStable
CodeStable is a set of lightweight skill contracts (installed as Codex/Claude plugins) that structure AI-assisted coding around requirement…
801112active
xiaobright/dsh-anchored-standard
A community plugin providing DeepSeek Harness (DSH) agent presets that bootstrap a session with a minimal tool schema and then promote to a…
573775maintenance
withkynam/vibecode-pro-max-kit
A spec-driven coding harness that gives AI coding agents (Claude Code, Codex, Cursor, etc.) a plan-first workflow with gated phases, self-h…
721096active
FANzR-arch/Numerologist_skills
An engineering framework of AI skills for Chinese metaphysics (Qimen Dunjia, Ziwei Doushu, BaZi) that reduces LLM hallucinations by enforci…
571092active
RinDig/Interpretable-Context-Methodology
Interpretable Context Methodology (ICM) is a Python-based methodology that uses folder structure as agent architecture, replacing framework…
571087active
lastmile-ai/aiconfig
AIConfig is an open-source framework that manages generative AI prompts, models, and model parameters as JSON-serializable configs, separat…
481087active
digitalinnovationone/dio-agent
DIO Agent is an AI study mentor created by Digital Innovation One (DIO) that guides learners through bootcamps, courses, and coding challen…
551081active
smixs/pohuy
A prompt/skill package that makes AI agents respond in idiomatic Russian profanity, compressing verbose explanations into terse, expressive…
781078active
zubair-trabzada/ai-sales-team-claude
A collection of 14 Claude Code skills and 5 parallel agents that turn Claude Code into an AI-powered sales team. It researches prospects, q…
481075active
lee-to/ai-factory
AI Factory is an npm-distributed CLI that bootstraps an AI-powered development environment in any project, installing skills, configuring M…
821074active
leezythu/maoxuan-skill
A Claude Code skill package that distills the cognitive frameworks from Mao Zedong's Selected Works (e.g., contradiction analysis, united f…
581073active
titanwings/ex-skill
A Python tool that generates Claude Code / OpenClaw agent 'skills' capturing a specific person's texting persona from chat history (WeChat,…
621072active
AIrjen/OneButtonPrompt
OneButtonPrompt is a Python tool that generates complete Stable Diffusion prompts from scratch with a single click, for beginners and users…
441062active
viticci/shortcuts-playground-plugin
Shortcuts Playground is a plugin for Claude Code and Codex that generates Apple Shortcuts from natural language descriptions. It ships a kn…
721058active

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