Denoise · 2026-09-16

Denoise

Today's report is available with rules-only fallback because AI assistance was unavailable.

跨周期持续信号

AI Coding Tools & Agents(3)

  • alibaba/open-code-review

    Fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible. Worth tracking because its momentum is strengthening.

    rising⭐ 31k
  • anthropics/claude-code

    Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.

    new⭐ 145k
  • cline/cline

    Autonomous coding agent as an SDK, IDE extension, or CLI assistant.

    new⭐ 68k

Prompt & Skill Libraries(15)

  • ayghri/i-have-adhd

    A skill to stop your coding agent from burying the answer. ADHD-friendly output. Worth noting because it keeps showing up across spans.

    repeated⭐ 47k
  • cloudflare/security-audit-skill

    A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings

    new⭐ 6.3k
  • tt-a1i/archify

    Agent skill for beautiful, verifiable architecture, workflow, sequence, data-flow, and lifecycle diagrams—self-contained HTML with motion and crisp export.

    cooling⭐ 65k
  • anthropics/claude-plugins-community

    Community plugin marketplace for Claude Cowork and Claude Code. Read-only mirror — submit plugins at clau.de/plugin-directory-submission.

    cooling⭐ 4.1k
  • cursor/plugins

    Cursor plugin specification and official plugins

    cooling⭐ 8.0k
  • openai/plugins

    OpenAI Plugins

    new⭐ 6.8k
  • anthropics/knowledge-work-plugins

    Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork

    new⭐ 24k
  • freestylefly/awesome-gpt-image-2

    Prompt as Code | GPT Image 2 / 2.5 提示词与案例库，530+ 个案例、20+ 套工业级模板与可复用 Skills，新增 2.5 同提示词对比专区，附完整提示词与生成记录，持续更新。

    cooling⭐ 32k
  • DietrichGebert/ponytail

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

    new⭐ 140k
  • cathrynlavery/diagram-design

    38 editorial diagram types for Claude Code, Codex, and Pi. Self-contained HTML + SVG. No shadows. No Mermaid slop.

    cooling⭐ 40k
  • blader/humanizer

    Agent skill that removes signs of AI-generated writing from text

    new⭐ 49k
  • addyosmani/agent-skills

    Production-grade engineering skills for AI coding agents. Worth tracking because its momentum is strengthening.

    rising⭐ 95k
  • SnailSploit/Claude-Red

    claude-red is a curated library of offensive security skills designed for the Claude skills system. Each skill is a structured SKILL.md file that primes Claude with expert-level methodology for a specific attack surface — from SQLi to shellcode, EDR evasion to exploit development.

    new⭐ 5.6k
  • openai/skills

    Skills Catalog for Codex

    new⭐ 27k
  • tech-leads-club/agent-skills

    The secure, validated skill registry for professional AI coding agents. Extend Antigravity, Claude Code, Cursor, Copilot and more with absolute confidence.

    cooling⭐ 6.3k

AI Infra & Protocols(9)

  • affaan-m/ECC

    The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. Worth tracking because its momentum is strengthening.

    rising⭐ 260k
  • THU-MAIC/OpenMAIC

    Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click Worth noting because it keeps showing up across spans.

    repeated⭐ 37k
  • obra/superpowers

    An agentic skills framework & software development methodology that works.

    new⭐ 288k
  • kunchenguid/firstmate

    Talk to one agent. Ship with a crew.

    new⭐ 6.1k
  • chaitanyagiri/munder-difflin

    A local multi-agent harness that works with your existing Claude Code, Codex subscriptions, allows you to run an office of agents

    cooling⭐ 7.4k
  • alphaXiv/OpenResearch

    Turn your coding agents into research agents

    new⭐ 4.1k
  • apache/maka

    Apache Maka (Incubating) is a high-performance agent workspace that keeps a complete record of everything it did.

    cooling⭐ 5.5k
  • tashfeenahmed/freellmapi

    7.4 billion tokens per month. 34 free LLM providers. 635 free model endpoints. All behind one /v1 endpoint, plus any custom OpenAI-compatible endpoint. Smart routing, automatic failover, encrypted keys. Personal experimentation only.

    cooling⭐ 27k
  • TauricResearch/TradingAgents

    TradingAgents: Multi-Agents LLM Financial Trading Framework

    new⭐ 107k

Memory, RAG & Context(5)

  • mksglu/context-mode

    Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.

    new⭐ 23k
  • Tencent/WeKnora

    Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. Worth tracking because its momentum is strengthening.

    rising⭐ 25k
  • rlaope/oh-my-hermes

    All in one plugin for Hermes Agent ⚚ the coding intelligence, a long-term memory system and model optimized workflow packages

    new⭐ 2.5k
  • volcengine/OpenViking

    Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

    cooling⭐ 38k
  • akitaonrails/ai-memory

    Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors

    cooling⭐ 7.0k

Developer Tools & Productivity(14)

  • omacom/omarchy

    Beautiful, Modern & Opinionated Linux

    cooling⭐ 41k
  • bilawalsidhu/gods-eye-view

    A spy satellite simulator in your browser, except the data is real. Live open source spatial intelligence on a photorealistic 3D globe.

    new⭐ 36k
  • abue-ammar/tinycast

    Tinycast — a tiny, fully native macOS launcher, hotkeys, and clipboard history.

    new⭐ 5.4k
  • AprilNEA/OpenLogi

    ⚡️A native, local-first alternative to Logitech Options+, written in Rust 🦀 — remap buttons, DPI, and SmartShift over HID++. No account, no telemetry.

    cooling⭐ 21k
  • Lakr233/vphone-cli

    Worth a quick look today because it surfaced clearly in the trend pipeline.

    repeated⭐ 13k
  • ever-co/ever-gauzy

    Ever® Gauzy™ - Open Business Management Platform (ERP/CRM/HRM/ATS/PM) - https://gauzy.co

    new⭐ 7.1k
  • ankitects/anki

    Anki is a smart spaced repetition flashcard program

    new⭐ 31k
  • max-sixty/worktrunk

    Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows

    new⭐ 7.9k
  • vorssaint/vorssaint-utils

    Free and open-source macOS menu bar toolkit.

    cooling⭐ 19k
  • petergyang/no-ai-slop

    Removes 20+ patterns of AI slop from any piece of writing.

    new⭐ 10k
  • supabase/supabase

    The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.

    new⭐ 109k
  • home-assistant/core

    🏡 Open source home automation that puts local control and privacy first.

    new⭐ 91k
  • danny-avila/LibreChat

    Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active

    new⭐ 44k
  • github/spec-kit

    💫 Toolkit to help you get started with Spec-Driven Development

    new⭐ 137k

ML & GPU Infrastructure(4)

  • JustVugg/colibri

    Run frontier MoE models on hardware you already own — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦

    new⭐ 35k
  • modular/modular

    The Modular Platform (includes MAX & Mojo)

    cooling⭐ 30k
  • google-research/timesfm

    TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

    cooling⭐ 33k
  • jingyaogong/minimind

    🧠 Train a 64M-parameter LLM from scratch in just 2h!

    cooling⭐ 61k

On-device & Multimodal AI(6)

  • jamiepine/voicebox

    The open-source AI voice studio. Clone, dictate, create.

    new⭐ 54k
  • debpalash/VoiceStudio

    VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.

    cooling⭐ 32k
  • roboflow/supervision

    We write your reusable computer vision tools. 💜

    new⭐ 50k
  • microsoft/markitdown

    Python tool for converting files and office documents to Markdown.

    new⭐ 185k
  • multimodal-art-projection/YuE

    YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing.

    new⭐ 9.2k
  • heygen-com/hyperframes

    Write HTML. Render video. Built for agents.

    new⭐ 51k
2026-09-162026-09-16T16:40:44Zrules v1Fallbackrepos 57signals 0

Note: AI assist failed, rules-only fallback was used.

Recent reports

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  • 1900-01-02 · degraded

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  • 1900-01-01

    generated 2026-05-01T12:00:00Z · rules v2-phase2-fixture · repos 6 · signals 3