Denoise · 2026-09-28

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(13)

  • debpalash/VoiceStudio

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

    rising⭐ 43k
  • miuuyy/codex-chatgpt-web

    Use ChatGPT Web (including Pro) as a native model in Codex — with context, tools, streaming and images, without using Codex quota.

    cooling⭐ 12k
  • davila7/claude-code-templates

    CLI tool for configuring and monitoring Claude Code

    new⭐ 32k
  • byoungd/up

    An advanced guide which might benefit you a lot 🎉 . 韩先凯的人生进阶指南 人生进阶指南 离谱的人生 人生进阶 AI学习 AI指南 韩先凯的AI学习指南 英语学习指南/英语学习教程/英语学习/学英语

    new⭐ 65k
  • mvschwarz/openrig

    Multi-agent harness that runs Claude Code and Codex together as one system

    new⭐ 1.6k
  • dream-num/univer

    The Office Harness for AI Agents — Spreadsheets, Docs, Slides, Canvas, Relational Tables, and PDF in one runtime.

    new⭐ 21k
  • stablyai/orca

    Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop, mobile and remote runtime.

    new⭐ 81k
  • THU-MAIC/OpenMAIC

    Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click

    cooling⭐ 39k
  • 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⭐ 7.0k
  • ayghri/i-have-adhd

    A skill to stop your coding agent from burying the answer. ADHD-friendly output.

    cooling⭐ 52k
  • FxEmbed/FxEmbed

    Fix X/Twitter and Bluesky embeds! Use multiple images, videos, polls, translations and more on Discord, Telegram and others

    new⭐ 5.5k
  • cursor/plugins

    Cursor plugin specification and official plugins

    cooling⭐ 8.9k
  • DietrichGebert/ponytail

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

    cooling⭐ 147k

Other(14)

  • anthropics/financial-services

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

    repeated⭐ 38k
  • paperclipai/paperclip

    The open-source app everyone uses to manage agents at work Worth tracking because its momentum is strengthening.

    rising⭐ 92k
  • 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.

    cooling⭐ 44k
  • NawfalMotii79/PLFM_RADAR

    Open-source, low-cost 10.5 GHz PLFM phased array RADAR system

    new⭐ 26k
  • alibaba/open-code-review

    Secure, 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.

    cooling⭐ 42k
  • cs341-illinois/coursebook

    Open Source Introductory Systems Programming Textbook for the University of Illinois

    new⭐ 2.4k
  • 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⭐ 73k
  • superdesigndev/treg

    OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn

    cooling⭐ 3.7k
  • vercel/next.js

    The React Framework

    new⭐ 143k
  • HKUDS/CLI-Anything

    "CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/

    new⭐ 51k
  • rohitg00/ai-engineering-from-scratch

    Learn it. Build it. Ship it for others.

    new⭐ 60k
  • TencentCloud/Octop

    A smarter, self-hosted AI assistant — multi-user, multi-agent.

    new⭐ 5.5k
  • elastic/elasticsearch

    Free and Open Source, Distributed, RESTful Search Engine

    new⭐ 78k
  • every-app/open-seo

    Open source alternative to Semrush and Ahrefs

    cooling⭐ 22k

Memory, RAG & Context(3)

  • vectorize-io/hindsight

    Hindsight: Agent Memory That Learns Worth tracking because its momentum is strengthening.

    rising⭐ 41k
  • Tencent/WeKnora

    Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. Worth noting because it keeps showing up across spans.

    repeated⭐ 31k
  • akitaonrails/ai-memory

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

    new⭐ 8.5k

Security & Reverse Engineering(1)

  • cloudflare/security-audit-skill

    A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings Worth noting because it keeps showing up across spans.

    repeated⭐ 23k

ML & GPU Infrastructure(5)

  • magnitudedev/magnitude

    Open source inference engine for the hardware you already own. Profiles your machine, recommends the best open models for it, and tunes them for your exact hardware. Works on Apple Silicon, NVIDIA, AMD, or nothing but a CPU.

    cooling⭐ 5.4k
  • pytorch/pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    new⭐ 103k
  • pollen-robotics/microduck_rl

    RL training environments for Microduck (mjlab)

    cooling⭐ 2.3k
  • trycua/cua

    Scale computer-use 2.0 with open-source drivers, cross-OS fleets, and benchmarks for training, evaluation, and data generation.

    new⭐ 27k
  • google-research/timesfm

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

    cooling⭐ 34k

AI Infra & Protocols(1)

  • cloudflare/quiche

    🥧 Savoury implementation of the QUIC transport protocol and HTTP/3

    new⭐ 13k

Developer Tools & Productivity(1)

  • Tencent/BrowserSkill

    Let AI agents use your real, logged-in browser without interrupting your work. CLI + extension for browser automation across any shell-capable AI agent.

    cooling⭐ 7.7k

Trend tracking

Today

5 Strengthening · 3 First seen
Expand list (8)
ProjectYesterday ⭐Today ⭐ΔState
byoungd/up—65k—🆕First seen
NawfalMotii79/PLFM_RADAR—26k—🆕First seen
vectorize-io/hindsight36k41k+4525⬆Strengthening
debpalash/VoiceStudio39k43k+4142⬆Strengthening
paperclipai/paperclip89k92k+3363⬆Strengthening
cs341-illinois/coursebook—2.4k—🆕First seen
dream-num/univer20k21k+1132⬆Strengthening
mvschwarz/openrig7581.6k+831⬆Strengthening

This week

3 Strengthening · 6 Continuous · 5 Stable · 4 First seen
Expand list (18)
ProjectYesterday ⭐Today ⭐ΔState
elastic/elasticsearch—78k—🆕First seen
debpalash/VoiceStudio—43k—🆕First seen
trycua/cua—27k—🆕First seen
akitaonrails/ai-memory—8.5k—🆕First seen
vectorize-io/hindsight36k41k+4525⬆Strengthening
paperclipai/paperclip89k92k+3364⬆Strengthening
rohitg00/ai-engineering-from-scratch59k60k+1267↗Continuous
stablyai/orca79k81k+1194↗Continuous
cloudflare/security-audit-skill22k23k+425↗Continuous
Tencent/WeKnora31k31k+376↗Continuous
TencentCloud/Octop5.2k5.5k+261⬆Strengthening
anthropics/financial-services38k38k+212↗Continuous
HKUDS/CLI-Anything51k51k+163→Stable
davila7/claude-code-templates32k32k+89→Stable
vercel/next.js143k143k+73→Stable
FxEmbed/FxEmbed5.5k5.5k+55↗Continuous
pytorch/pytorch103k103k+51→Stable
cloudflare/quiche13k13k+43→Stable

This month

4 Strengthening · 12 Continuous · 2 Stable · 1 First seen
Expand list (19)
ProjectYesterday ⭐Today ⭐ΔState
DietrichGebert/ponytail—147k—🆕First seen
debpalash/VoiceStudio39k43k+4142⬆Strengthening
tt-a1i/archify73k73k+811↗Continuous
bilawalsidhu/gods-eye-view44k44k+585↗Continuous
miuuyy/codex-chatgpt-web12k12k+498⬆Strengthening
cloudflare/security-audit-skill22k23k+425↗Continuous
alibaba/open-code-review42k42k+404↗Continuous
Tencent/WeKnora31k31k+376↗Continuous
ayghri/i-have-adhd52k52k+315↗Continuous
Tencent/BrowserSkill7.5k7.7k+240⬆Strengthening
anthropics/financial-services38k38k+212↗Continuous
every-app/open-seo21k22k+189↗Continuous
magnitudedev/magnitude5.2k5.4k+149↗Continuous
superdesigndev/treg3.6k3.7k+141⬆Strengthening
THU-MAIC/OpenMAIC39k39k+140→Stable
cursor/plugins8.8k8.9k+97↗Continuous
google-research/timesfm34k34k+85→Stable
tech-leads-club/agent-skills6.9k7.0k+77↗Continuous
pollen-robotics/microduck_rl2.3k2.3k+31↗Continuous
2026-09-282026-09-28T19:33:45Zrules v1Fallbackrepos 38signals 0

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

Recent reports

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    generated 2026-08-14T13:22:34Z · rules v1 · repos 48 · signals 0

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    generated 2026-08-07T13:19:46Z · rules v1 · repos 52 · signals 5

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    generated 2026-07-31T14:25:43Z · rules v1 · repos 48 · signals 0

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    generated 2026-07-29T14:25:31Z · rules v1 · repos 55 · signals 0

  • 2026-07-26

    generated 2026-07-26T13:45:20Z · rules v1 · repos 52 · signals 0

  • 2026-07-25 · fallback

    generated 2026-07-25T13:52:41Z · rules v1 · repos 55 · signals 0

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    generated 2026-07-23T14:23:05Z · rules v1 · repos 51 · signals 0

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  • 2026-06-23 · fallback

    generated 2026-06-23T15:17:58Z · rules v1 · repos 50 · signals 0

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    generated 2026-06-22T02:47:38Z · rules v1 · repos 47 · signals 5

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    generated 2026-06-15T17:24:54Z · rules v1 · repos 49 · signals 49

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    generated 2026-06-13T14:18:33Z · rules v1 · repos 45 · signals 45

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    generated 2026-06-11T16:16:26Z · rules v1 · repos 50 · signals 50

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    generated 2026-06-04T15:34:48Z · rules v1 · repos 45 · signals 45

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  • 2026-05-21

    generated 2026-05-21T15:46:27Z · rules v1 · repos 41 · signals 41

  • 2026-05-20

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    generated 2026-05-15T14:26:57Z · rules v1 · repos 38 · signals 38

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  • 2026-05-11 · fallback

    generated 2026-05-11T15:30:34Z · rules v1 · repos 40 · signals 40

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    generated 2026-05-04T14:22:31Z · rules v1 · repos 36 · signals 36

  • 2026-05-03

    generated 2026-05-03T13:40:38Z · rules v1 · repos 29 · signals 29

  • 2026-05-02 · fallback

    generated 2026-05-02T13:39:14Z · rules v1 · repos 30 · signals 30

  • 2026-05-01 · fallback

    generated 2026-05-01T13:46:05Z · rules v1 · repos 32 · signals 32

  • 2026-04-30

    generated 2026-04-30T14:19:05Z · rules v1 · repos 36 · signals 36

  • 2026-04-29

    generated 2026-04-29T14:23:30Z · rules v1 · repos 36 · signals 36

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  • 2026-04-26

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  • 2026-04-20

    generated 2026-04-21T09:23:28Z · rules v1 · repos 40 · signals 40

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    generated 2026-04-17T09:14:47Z · rules v1 · repos 40 · signals 40

  • 2026-04-03

    generated 2026-06-16T02:55:56Z · rules v1 · repos 26 · signals 26

  • 2026-04-02 · degraded

    generated 2026-04-03T19:29:39Z · rules v1 · repos 26 · signals 26

  • 2026-04-01 · fallback

    generated 2026-04-03T19:29:39Z · rules v1 · repos 26 · signals 26

  • 1900-01-02 · degraded

    generated 2026-06-22T02:57:11Z · rules v1 · repos 26 · signals 0

  • 1900-01-01

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