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Human-curated · Discover open source3941discovered

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THE FIRST COLLECTION
Topic: prompt-engineering清除
humanizerblader
ADDED

Humanizer is a Markdown-based agent skill that rewrites AI-sounding text to read like human writing without changing its meaning. It detects 25 patterns of AI writing, marks them by strength, and produces a rewrite plus critique, while never inventing facts.

AI & MLProductivityAI assistants
ADDED

Curated archive of leaked system prompts from ChatGPT, Claude, Gemini, Grok, Copilot, Cursor, Perplexity and others, captured verbatim and organized by vendor with recent additions and change log.

AI & MLAI assistants
ADDED

Context Engineering Protocol provides AI coding-agent skills that assemble human-approved, source-attributed context packages — code graphs, requirements, org conventions, and constraints — before generation runs. It detects gaps, conflicts, and staleness across sources, gates output behind explicit human approval, and supports Claude Code, GitHub Copilot, Cursor, and OpenAI Codex.

Developer toolsAI & MLCLI & terminal
evolverEvoMap
ADDED

Evolver is a GEP‑powered self‑evolution engine for AI agents that audits and reuses Genes, Capsules, and Events to generate protocol‑bound prompts, supporting CLI, review, loop modes, and optional EvoMap network integration.

AI & MLAI agents
awesome-gpt-image-2YouMind-OpenLab
ADDED

A curated open-source prompt library for GPT Image 2, featuring 2000+ prompts with preview images across 16 languages, designed for high-quality AI image generation with text rendering and cross-image consistency.

AI & MLMultimodal AI
design-md-hubdhananjay6561
ADDED

A collection of 120 plain-text DESIGN.md brand design specifications reverse engineered from live production sites, letting AI coding agents generate on-brand UI. Each brand includes real colors, typography, components and guardrails plus a self-contained preview.html.

DesignAI & MLDesign systems
ponytailDietrichGebert
ADDED

Ponytail is an AI coding-agent skill/plugin that nudges agents toward minimal, necessary code using a seven-rung decision ladder, plus review/audit commands. It supports Claude Code, Codex, Copilot CLI, Gemini, OpenCode, and many other coding tools via plugin installs or ruleset files.

AI & MLDeveloper toolsCoding assistants
claude-skillsalirezarezvani
ADDED

Open-source library of 388 production-ready AI coding agent skills, plugins, and personas. Works with Claude Code, OpenAI Codex, Gemini CLI, Cursor, and 9 more tools across engineering, marketing, product, compliance, C-level advisory, and research domains.

AI & MLDeveloper toolsCoding assistants
headroomheadroomlabs-ai
ADDED

Headroom compresses tool outputs, logs, RAG chunks, files, and conversation history before they reach the LLM, reducing token usage while preserving key information. Runs locally as a Python/TypeScript library, proxy, MCP server, or agent wrapper for Claude Code, Codex, Copilot, Cursor, and more.

AI & MLDeveloper toolsAI agents
agentswshobson
ADDED

A multi-harness agentic plugin marketplace offering 94 plugins, 202 agents, 183 skills and 105 commands, generated from one Markdown source for Claude Code, Codex CLI, Cursor, OpenCode, Antigravity CLI and GitHub Copilot.

Developer toolsAI & MLTemplates & starters

An AI-first engineering toolkit that provides specialized knowledge, workflows, and standards to turn AI coding agents into senior mobile engineers.

AI & MLDeveloper toolsCoding assistants
ADDED

A community-curated collection of custom agents, instructions, skills, hooks, workflows, and plugins for GitHub Copilot, with a searchable website, Learning Hub, and installable plugin marketplace.

Developer toolsAI & MLEditors & IDEs
ADDED

A curated library of machine-readable task prompts and Agent Skills for coding agents, focusing on common agent failures like broken setup scripts, vague issues, and tests requiring unavailable services. Includes fixtures with planted defects for validation.

Developer toolsAI & MLTesting & debugging
cl4r1t4selder-plinius
ADDED

A transparency archive collecting extracted system prompts and guidelines from major AI models and agents, including OpenAI, Google, Anthropic, xAI, Perplexity, Cursor, and others, for public inspection.

AI & MLDeveloper toolsRAG & knowledge
flexigpt-appflexigpt
ADDED

FlexiGPT is a local-first, Bring Your Own Key (BYOK) AI workspace designed for power users and teams to create repeatable LLM workflows with private local history.

AI & MLAI gateways
ADDED

This open-source collection features AI Agent books, tutorials, and code repositories from GitHub, covering LLM Agent resources, courses, and frameworks. It supports daily automatic Star count updates, sorting by popularity, and provides recommended reading paths for developers and learners.

AI & MLDeveloper toolsRAG & knowledge

A free 21-lesson Microsoft course for beginners to build generative AI applications, covering LLMs, prompt engineering, RAG, agents, fine-tuning, and more, with Python/TypeScript examples.

AI & MLDeveloper toolsCoding assistants
cavemanJuliusBrussee
ADDED

Caveman is a skill and proxy that compresses the prose of AI coding agents, cutting output tokens by up to 65% and input tokens by about a third. It works with 30+ agents via a simple CLI, offers benchmark data, and includes privacy‑friendly telemetry controls.

AI & MLDeveloper toolsCoding assistants
deep-suiteSungmin-Cho
ADDED

Deep Suite is a harness layer for AI coding agents (Claude Code, Codex, Grok) that enforces structured, verifiable development: plan-before-code, independent review, cross-session durability, and knowledge capture via ten composable plugins.

AI & MLDeveloper toolsCoding assistants

Open-source prompt library for AI chat models, with web directory, CSV/MD data exports, self-hosting, interactive book, kids game, CLI, Claude Code plugin, and MCP server.

AI & MLSelf-hostedAI assistants
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