AINews Portal

Research Command Center

One ranked queue for papers, model launches, repos, agent installs, and cross-market opportunities. JSON is available at /api/research.

Opportunity

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Paper

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Model

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Repo

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Agent

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Repo
100/100★ 118.1K · +406/24h
Shubhamsaboo/awesome-llm-apps is moving on GitHub

Check whether this repo maps to a tracked tool, model, or implementation note.

Open signal
1
Repo
100/100GitHub repos★ 118.1K · +406/24h3mo
Shubhamsaboo/awesome-llm-apps is moving on GitHub

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

Check whether this repo maps to a tracked tool, model, or implementation note.

Stars: 118,09224h stars: 4067d stars: 1,639Credibility: organic: Fork ratio and recent velocity look consistent with normal open-source attention.
2
Repo
100/100GitHub repos★ 228.7K · +356/24h3mo
affaan-m/ECC is moving on GitHub

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Check whether this repo maps to a tracked tool, model, or implementation note.

Stars: 228,68124h stars: 3567d stars: 2,570Credibility: organic: Fork ratio and recent velocity look consistent with normal open-source attention.
3
Repo
97/100GitHub repos★ 80.9K · +590/24h3mo
DietrichGebert/ponytail is moving on GitHub

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

Review credibility signals before using this repo as proof of adoption.

Stars: 80,87724h stars: 5907d stars: 6,783Credibility: velocity: Recent star velocity is unusually high; inspect source quality before trusting rank.
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Repo
97/100GitHub repos★ 82.5K · +501/24h3mo
Graphify-Labs/graphify is moving on GitHub

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.

Review credibility signals before using this repo as proof of adoption.

Stars: 82,54724h stars: 5017d stars: 4,796Credibility: velocity: Recent star velocity is unusually high; inspect source quality before trusting rank.
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Repo
97/100GitHub repos★ 213.4K · +494/24h3mo
NousResearch/hermes-agent is moving on GitHub

The agent that grows with you

Review credibility signals before using this repo as proof of adoption.

Stars: 213,38024h stars: 4947d stars: 4,063Credibility: velocity: Recent star velocity is unusually high; inspect source quality before trusting rank.
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Repo
97/100GitHub repos★ 149.5K · +485/24h3mo
firecrawl/firecrawl is moving on GitHub

The API to search, scrape, and interact with the web at scale. 🔥

Review credibility signals before using this repo as proof of adoption.

Stars: 149,49624h stars: 4857d stars: 4,950Credibility: velocity: Recent star velocity is unusually high; inspect source quality before trusting rank.
7
Repo
97/100GitHub repos★ 30.2K · +436/24h3mo
DeusData/codebase-memory-mcp is moving on GitHub

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

Review credibility signals before using this repo as proof of adoption.

Stars: 30,23524h stars: 4367d stars: 3,940Credibility: velocity: Recent star velocity is unusually high; inspect source quality before trusting rank.
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Repo
97/100GitHub repos★ 55K · +435/24h3mo
Panniantong/Agent-Reach is moving on GitHub

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

Review credibility signals before using this repo as proof of adoption.

Stars: 55,01324h stars: 4357d stars: 4,237Credibility: velocity: Recent star velocity is unusually high; inspect source quality before trusting rank.
9
Repo
97/100GitHub repos★ 77.4K · +431/24h3mo
addyosmani/agent-skills is moving on GitHub

Production-grade engineering skills for AI coding agents.

Review credibility signals before using this repo as proof of adoption.

Stars: 77,39924h stars: 4317d stars: 8,435Credibility: velocity: Recent star velocity is unusually high; inspect source quality before trusting rank.
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Repo
97/100GitHub repos★ 56.3K · +423/24h3mo
asgeirtj/system_prompts_leaks is moving on GitHub

Extracted system prompts from Anthropic - Claude Fable 5, Opus 4.8, Claude Code, Claude Design. OpenAI - ChatGPT GPT-5.6, Codex GPT-5.6, GPT-5.5. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravity. xAI - Grok, Cursor, Copilot, VS Code, Perplexity, and more. Updated regularly.

Review credibility signals before using this repo as proof of adoption.

Stars: 56,34024h stars: 4237d stars: 7,241Credibility: velocity: Recent star velocity is unusually high; inspect source quality before trusting rank.
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Repo
97/100GitHub repos★ 88.2K · +395/24h3mo
JuliusBrussee/caveman is moving on GitHub

🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

Review credibility signals before using this repo as proof of adoption.

Stars: 88,23224h stars: 3957d stars: 4,052Credibility: velocity: Recent star velocity is unusually high; inspect source quality before trusting rank.
12
Repo
97/100GitHub repos★ 37.2K · +380/24h3mo
calesthio/OpenMontage is moving on GitHub

World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.

Review credibility signals before using this repo as proof of adoption.

Stars: 37,20224h stars: 3807d stars: 3,972Credibility: velocity: Recent star velocity is unusually high; inspect source quality before trusting rank.
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Repo
97/100GitHub repos★ 7.8K · +371/24h3mo
wonderwhy-er/DesktopCommanderMCP is moving on GitHub

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

Review credibility signals before using this repo as proof of adoption.

Stars: 7,82724h stars: 3717d stars: 1,582Credibility: velocity: Recent star velocity is unusually high; inspect source quality before trusting rank.
14
Repo
97/100GitHub repos★ 130.5K · +362/24h3mo
msitarzewski/agency-agents is moving on GitHub

A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.

Review credibility signals before using this repo as proof of adoption.

Stars: 130,54324h stars: 3627d stars: 3,416Credibility: velocity: Recent star velocity is unusually high; inspect source quality before trusting rank.
15
Repo
97/100GitHub repos★ 7.1K · +321/24h3mo
google-labs-code/stitch-skills is moving on GitHub

A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CLI, Claude Code, Cursor.

Review credibility signals before using this repo as proof of adoption.

Stars: 7,13624h stars: 3217d stars: 762Credibility: velocity: Recent star velocity is unusually high; inspect source quality before trusting rank.
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Repo
97/100GitHub repos★ 191K · +305/24h3mo
multica-ai/andrej-karpathy-skills is moving on GitHub

A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.

Review credibility signals before using this repo as proof of adoption.

Stars: 190,98124h stars: 3057d stars: 3,293Credibility: velocity: Recent star velocity is unusually high; inspect source quality before trusting rank.
17
Repo
97/100GitHub repos★ 27.8K · +246/24h3mo
JCodesMore/ai-website-cloner-template is moving on GitHub

Clone any website with one command using AI coding agents

Review credibility signals before using this repo as proof of adoption.

Stars: 27,82424h stars: 2467d stars: 2,199Credibility: velocity: Recent star velocity is unusually high; inspect source quality before trusting rank.
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Repo
97/100GitHub repos★ 70.4K · +225/24h3mo
rtk-ai/rtk is moving on GitHub

CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies

Review credibility signals before using this repo as proof of adoption.

Stars: 70,40924h stars: 2257d stars: 1,855Credibility: velocity: Recent star velocity is unusually high; inspect source quality before trusting rank.
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Repo
97/100GitHub repos★ 77.4K · +211/24h3mo
nexu-io/open-design is moving on GitHub

🎨 The open-source Claude Design alternative. 🖥️ Local-first desktop app. 🖼️ Your coding agent becomes the design engine: prototypes, landing pages, dashboards, slides, images & video — real files, HTML/PDF/PPTX/MP4 export. 🤖 Claude Code / Codex / Cursor / Gemini / OpenCode / Qwen & 20+ CLIs via BYOK.

Review credibility signals before using this repo as proof of adoption.

Stars: 77,39924h stars: 2117d stars: 2,384Credibility: velocity: Recent star velocity is unusually high; inspect source quality before trusting rank.
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Repo
67/100GitHub repos★ 26.1K · +196/24h3mo
alibaba/page-agent is moving on GitHub

JavaScript in-page GUI agent. Control web interfaces with natural language.

Review credibility signals before using this repo as proof of adoption.

Stars: 26,08624h stars: 1967d stars: 0Credibility: stale: Large historical star count with little recent movement.

Scores are synthesized from the portal's own tables: Radar, papers, model releases, repo snapshots, and MCP/skill discovery. Use this as an editorial triage queue, then verify primary sources before publishing.