GITHUB HOT REPOS · NOVEMBER 5, 2026

Hot GitHub repos
of the week.

Report by The Next New Thing.

Scroll for the report ↓

b1 · BONUS · vercel-labs/agent-desktop

Let your AI agent click through desktop apps for you

ELI5

Give your AI coding assistant a way to see and press the buttons in apps on your computer, like Finder or Slack, so it can finish tasks there while you keep working.

Stars
15.9k
Language
Rust
Started
Feb 2026
GitHub repo card for vercel-labs/agent-desktop — click to open the repo
Highlights
  • Reads apps, skips screenshots

    It pulls each app's accessibility tree as text with a reference for every button, so the agent acts on exact elements instead of guessing pixels.

  • Mac, Windows and Linux

    Supports macOS 13+, Windows 10 1809+ and Ubuntu 24.04+, each through that system's own accessibility interface.

  • Works with your agent via MCP

    Version 1.2.0 (Nov 5) adds an MCP server (a standard plug-in port for AI tools), so agents can call every command as a tool.

Star growth over time for vercel-labs/agent-desktop
Chris Tate (@ctatedev) of Vercel Labs introduces agent-desktop as agent-browser for your whole computer.
Designer Meng To (@MengTo) says any vibe coded desktop app can now add computer use as a feature.
Prism Labs walks through agent-desktop: the observe, act, verify loop, a snapshot, and the CLI in action.
Syntax (Wes, Scott and CJ) discuss Vercel's Agent Desktop in their weekly news show; starts at the 56:03 chapter.
Chapters — click to jump
b2 · BONUS · joeblau/subvox

Turn silently mouthed words into text with AirPods

ELI5

Imagine mouthing a word without making a sound and your Mac typing it. This test app reads the tiny head and jaw movements your AirPods sense and guesses which of your practiced words you said.

View on GitHub →
Stars
732
Language
Swift
Started
Oct 2026
GitHub repo card for joeblau/subvox — click to open the repo
Highlights
  • No language model inside

    It matches your movements against word samples you recorded yourself, using a small fixed vocabulary instead of an AI model.

  • Built-in 'is it real?' test

    An Evaluate button compares accuracy against shuffled labels 500 times and reports a p-value, so you see whether it beats chance.

  • Records full experiments

    Sessions save motion data, mic audio and labels so you can compare normal speech, whispering and silent mouthing.

Star growth over time for joeblau/subvox
Joe Blau (@joeblau) says he recreated Subvocal for AirPods Pro 3 in 9 minutes with one prompt.
Hacker News · Show HN: Subvocal
Can one prompt and AirPods match a YC startup's silent-speech glasses?

In Subvocal's Show HN (830 points, 390 comments), one commenter linked Subvox as an open-source version that is 'far from polished.' Another asked about 'the AirPods tweet making the rounds (i.e. the subvocal killer)' and how much custom hardware is really needed. Subvocal's founder says its glasses use RF, which differs from Subvox's motion-sensor approach.

Open the Show HN thread →
b3 · BONUS · nilbuild/tinyhand

Point at your Mac screen with a tiny hand on a stick

ELI5

Think of it as a toy pointer for your Mac screen. A little hand on a stick follows your mouse, taps when you click and draws when you drag, which helps on calls and screen recordings.

Stars
161
Language
Swift
Started
Oct 2026
GitHub repo card for nilbuild/tinyhand — click to open the repo
Highlights
  • Tap without clicking

    A click plays a tap animation and sound, and nothing underneath gets clicked, so you can point safely during a demo.

  • Draw on the screen

    Hold and drag to sketch over anything; Control+Option+X clears it and Esc turns everything off.

  • 36 hands and a laser dot

    A small toolbar lets you switch pointers or mute the tap sound; the app updates itself.

Star growth over time for nilbuild/tinyhand
Kamran Ahmed (@nilbuild) launches TinyHand: 'this might be the most unnecessary mac app i've ever built.'
Kamran Ahmed's own 85-second demo of TinyHand pointing, tapping and drawing on a Mac screen.
thedotmack · Long-term memory for coding agents · Apache-2.0

Give your coding agent a memory that lasts between sessions

ELI5

Imagine your coding assistant keeping a notebook. While you work it writes down what it fixed and decided, then hands the useful notes back when you start a new session, and you stop re-explaining your project.

View on GitHub →
Stars
113.2k
Language
TypeScript
Started
Aug 2025
GitHub repo card for thedotmack/claude-mem — click to open the repo
Highlights
  • Remembers your past sessions

    It records what your agent does, compresses it into short notes with AI, and feeds the relevant ones into your next session on its own.

  • Works with many agents

    The project names Claude Code, Codex, Gemini, OpenCode, Copilot, OpenClaw, T3 Code and, since Nov 2, Devin.

  • Free engine, paid cloud add-on

    The local engine is free and open source. CMEM Pro adds hosted note-taking and sync across machines: 30-day free trial, then $30 a month.

Star growth over time for thedotmack/claude-mem
Better Stack sets up claude-mem and shows Claude picking up context from an earlier session.
WorldofAI explains Claude's memory problem, then installs claude-mem and shows its commands.
Chapters — click to jump
GitHub Issue · thedotmack/claude-mem #5176
Installing claude-mem uploaded 30 days of prompts, no opt-in

On Oct 29 a user showed that the setup page uploaded "the full text of those prompts" from the last 30 days, with project names and folder paths, to cmem.ai, and that "setup offers no way to stop it." cmem.ai told him the prompts went to a DeepSeek model through OpenRouter without zero-retention settings. v15.8.3 (Nov 2) now asks first, but the issue is still open while cmem.ai checks its OpenRouter settings.

Open issue #5176 on GitHub →
Nutlope · Design skill for coding agents · MIT

A design skill that stops AI-built pages looking AI-made

ELI5

Give your coding agent a request like a booking page or a shop. It offers three finished visual styles, builds the page around what visitors came to do, then checks it in a browser for the usual signs of machine-made design.

View on GitHub →
Stars
48.3k
Language
CSS
Started
Apr 2026
GitHub repo card for Nutlope/hallmark — click to open the repo
Highlights
  • Fifty ready-made themes

    Each theme is a full look (paper, type, colour, texture) with a sample page. It deals three that fit your prompt, or say custom for none.

  • A built-in slop checker

    It renders the page at eight screen widths and flags tells like one coloured word in a headline, then a fresh reviewer gets the last word.

  • Redesign or audit a page

    /hallmark redesign rebuilds an existing page and keeps its content and links. /hallmark audit only reports what looks off.

Star growth over time for Nutlope/hallmark
Hassan El Mghari (@nutlope) announces Hallmark v2, rebuilt from scratch, with a 28-second demo.
AICodeKing tries Hallmark with Claude Code and Codex and shows the pages it builds.
pingdotgg · Remote control for coding agents · MIT

Control Claude Code, Codex and Cursor from your phone

ELI5

Instead of opening a separate app for each coding assistant, you can run Claude Code, Codex, Cursor and others from one desktop, web or phone app, using the subscriptions you already pay for.

View on GitHub →
Stars
47.1k
Language
TypeScript
Started
Feb 2026
GitHub repo card for pingdotgg/t3code — click to open the repo
Highlights
  • New this week: Kiro and one-time schedules

    v0.1.7 (Nov 4) adds Kiro as an early-access agent, tasks scheduled for one date and time, and thread links you can share.

  • Side chats without derailing

    v0.1.6 (Oct 31) lets you ask a side question without breaking the main thread, pin projects, and use 1Password for logins.

  • Free, and you bring your plans

    MIT licensed. The project says there is no way to pay it; you use the agent subscriptions already on your computer.

Star growth over time for pingdotgg/t3code
Theo (@theo) says an in-app star prompt 10x'd T3 Code's daily GitHub stars.
Developer waishnav (@wshxnv) tells Theo users would happily pay $5 a month for T3 Code.
Your Average Tech Bro gives a 4-minute review: best for remote machines, and why it still doesn't fit his own work.
Chapters — click to jump
kintu runs four head-to-head tests of Orca and T3 Code, including phone control.
Chapters — click to jump
Ras Mic explains why he stopped using Claude Code's own app and moved to T3 Code.
Chapters — click to jump
GitHub PR · pingdotgg/t3code #29922
T3 Code now asks for a star, then stars for you in one click

Theo's PR, merged Nov 3, waits until you are idle for 30 seconds, then shows a "Star on GitHub" button that stars the repo "through the server's GitHub credential" instead of opening a browser tab. It follows the Oct 31 prompt that Theo said "10x'd the number of stars per day," so this week's 14,580-star jump partly measures the prompt.

Open PR #29922 on GitHub →
pbakaus · Design skill for coding agents · Apache-2.0

A design skill that catches AI slop before it ships

ELI5

Think of it as a design coach living inside your coding agent. You give it named moves like bolder, quieter or polish, and it scans your pages for the telltale habits that make AI-built sites look alike.

View on GitHub →
Stars
103.2k
Language
Rust
Started
Nov 2025
GitHub repo card for pbakaus/impeccable — click to open the repo
Highlights
  • Named design moves

    Commands like bolder, quieter and polish each load a playbook for one job, aimed at one target such as your pricing cards.

  • A slop detector with 62 rules

    Fixed rules flag tells like purple gradients and nested cards, plus cramped padding and skipped headings. No AI model or API key needed.

  • Click and edit in your browser

    Live mode overlays your running site on your own computer. Pick an element, try variants in place, and the one you keep is written to your code.

Star growth over time for pbakaus/impeccable
Perplexity's Computer account (@AskPerplexity) puts Impeccable in its skills marketplace and explains what it checks.
Perplexity CEO Aravind Srinivas: /impeccable is now a skill inside Perplexity Computer.
My interview with Paul Bakaus, who made Impeccable: he shows live editing, design variations and the AI-pattern detector.
Chapters — click to jump
Chase AI breaks down Impeccable's big upgrade, then demos it on a build.
Chapters — click to jump
Nuno Tavares (Automated Marketer) installs Impeccable and rebuilds a real funnel page on camera, including live mode.
Chapters — click to jump
GitHub Issue · pbakaus/impeccable #1274
Live mode's Apply button may run Claude or Codex with permission checks off

On November 2 a user evaluating Impeccable for a client found that live mode's Apply button can launch claude or codex with approvals and sandboxing turned off, and that this was only written down in an internal document and the Rust source. They asked only for disclosure, not a design change. The project closed it the same day with a new warning in its main docs and the IMPECCABLE_LIVE_COPY_AGENT switch to keep Apply in your chat or turn it off.

Open issue #1274 on GitHub →
obra · Working method for coding agents · MIT

A coding agent plugin that asks why before it builds

ELI5

Give your coding agent a manager's playbook. It asks what you want and why, writes a plan you approve, builds with tests first, and checks its own work before calling anything finished.

View on GitHub →
Stars
312.6k
Language
Shell
Started
Oct 2025
GitHub repo card for obra/superpowers — click to open the repo
How Jesse Vincent gets agents to follow the rules

Superpowers uses Robert Cialdini’s persuasion research on AI agents

Jesse Vincent, who made Superpowers, applied the principles he learned from Cialdini’s book Influence to his skills. A Wharton study co-written by Dan Shapiro and Cialdini then tested them on GPT-4o mini: across 28,000 conversations, persuasion more than doubled compliance, from 33% to 72%.

  • Authority

    Rules are orders, not tips: “YOU MUST,” “No exceptions.” If a skill applies, “YOU DO NOT HAVE A CHOICE.”

  • Commitment

    The agent must announce the skill it is using, pick A, B or C, and turn every checklist into todos.

  • Scarcity

    Steps are tied to the moment: “IMMEDIATELY request code review before proceeding.”

  • Social proof

    Norms stated as facts: “Checklists without todo tracking = steps get skipped. Every time.”

  • Red flags

    It lists the excuses agents make, like “I know what that means,” and answers each one.

  • Pressure tests

    Skills are tested on agents under fake pressure, like production down at $5k a minute, and made stronger after every failure.

Highlights
  • Asks why first

    Version 7.0.2 opens by asking why you want something, asks only questions that change what gets built, and offers options with a pick.

  • A fresh helper for each task

    It can hand every planned task to a new sub-agent with a review after each, or run the plan in one session to spend less.

  • Works beyond Claude Code

    The project lists setup for Codex, Cursor, Gemini CLI, GitHub Copilot CLI, Grok Build CLI, OpenCode, Pi, Hermes Agent and Muse.

Star growth over time for obra/superpowers
Granite (@Granite0x) on Jesse Vincent's open-sourced setup. July post; star count is old.
Nate Herk walks through the skills and shares a 12-run test of token use and code quality with and without the plugin.
Chapters — click to jump
Eric Tech builds a real feature on a live app with the full Superpowers workflow, from brainstorm to code review.
Chapters — click to jump
AI Dive reads every skill line by line and explains where the process costs more than it saves.
Chapters — click to jump
GitHub Issue · obra/superpowers #2530
v7's brainstorm questions are rather annoying

After 7.0.0 on October 10, long-time users said the rebuilt brainstorming asked pointless questions the code already answered. The team shipped a retune in 7.0.1, then rewrote it again in pull request #2644, merged November 2 and released as 7.0.2 on November 3, thanking everyone on #2530 who sent transcripts. The issue is still open with 30 comments, and the release asks people to keep reporting bad questions there.

Open issue #2530 on GitHub →
anthropics · Anthropic's own skill library · No license

Anthropic's own add-on skills for Claude, in one repo

ELI5

Think of it as a shelf of ready-made job recipes from the company that makes Claude. Each folder teaches Claude one task, like filling in a PDF, building a Slack GIF, or writing a new skill of your own.

View on GitHub →
Stars
187.5k
Language
Python
Started
Sep 2025
GitHub repo card for anthropics/skills — click to open the repo
Highlights
  • The skills behind Claude's files

    The Word, PDF, PowerPoint and Excel skills that power Claude's document features are here to read, under a restrictive license.

  • A skill that writes skills

    skill-creator helps you build your own skill, and a plain template folder shows the two fields every skill needs.

  • One command in Claude Code

    Add the repo as a plugin marketplace, then install document-skills or example-skills. Paid Claude.ai plans already include these.

Star growth over time for anthropics/skills
Daniel San (@dani_avila7) on discernment-nudge, the skill that decides when Claude should second-guess itself, and how to install it.
Anthropic's own 3-minute explainer of Agent Skills and how they differ from CLAUDE.md, MCP servers and subagents.
Chapters — click to jump
Debbie O'Brien installs Anthropic's skill-creator from this repo, reviews a real skill with it, and runs evals.
Chapters — click to jump
Nick Babich shows how to install skill-creator and use it to build a new Claude skill in five minutes.
Chapters — click to jump
max-sixty · Git worktrees for parallel agents · NOASSERTION

Give each coding agent its own copy of your code

ELI5

When you run several AI coding agents on one project, it gives each one a separate copy of the code to work in, then helps you merge the good work back and clean up the rest.

View on GitHub →
Stars
11.2k
Language
Rust
Started
Oct 2025
GitHub repo card for max-sixty/worktrunk — click to open the repo
Highlights
  • Three short commands

    wt switch, wt list and wt remove create, check and delete a separate work folder by branch name, in place of longer plain git commands.

  • Start an agent in one line

    wt switch -c -x claude feat makes a new branch and folder and launches Claude Code inside it.

  • Merge and tidy up at once

    wt merge squashes, rebases and merges the branch into main, can draft the commit message with an AI model, then removes the folder.

Star growth over time for max-sixty/worktrunk
Max Sixty (@max_sixty) announces Worktrunk, a git worktree manager for running AI agents in parallel.
Better Stack runs three Claude Code agents on separate branches with Worktrunk, then covers its limits and downsides.
Chapters — click to jump
DevOps Toolbox explains git worktrees, then demos Worktrunk from 5:48. The project links this video itself.
Chapters — click to jump
Seth Phaeno walks through his daily Worktrunk setup for git worktrees.

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Help me by subscribing.

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jakubkrehel · Design review skills for agents · MIT

Skills that review and fix your app's design

ELI5

Give your coding agent these ready-made design checklists and it reviews a screen for color, spacing, wording and accessibility, then fixes what it finds. One of them even draws a labeled diagram of any object.

View on GitHub →
Stars
10.9k
Language
Markdown
Started
Jul 2026
GitHub repo card for jakubkrehel/skills — click to open the repo
Highlights
  • One ranked report

    better-interface checks a screen, flow or whole interface across six areas, including accessibility and writing, and returns one prioritized list.

  • Review before you merge

    interface-review checks a branch, pull request or uncommitted change for interface problems it introduced or made worse.

  • Teardown drawings

    teardown makes a technical illustration of an object that you can label, color and download as SVG, PNG or PDF.

Star growth over time for jakubkrehel/skills
Jakub Krehel (@jakubkrehel) adds /teardown, which draws a customizable technical illustration of any object.
AI LABS tests Jakub Krehel's set in a roundup of design skills. This clip starts at 8:55, on his review and layout skills.
Chapters — click to jump
Three design skills this week

How they differ

Nutlope/hallmarkPick a finished look ↗
  • Deals three of fifty ready-made themes that fit your prompt, then builds the page
  • Checks the page in a browser at eight screen widths for signs of machine-made design
  • /hallmark redesign rebuilds an existing page; /hallmark audit only reports
pbakaus/impeccableA design coach in your agent ↗
  • Named moves like bolder, quieter and polish, aimed at one target
  • A 62-rule slop detector, no AI model or API key needed
  • Live mode: click an element on your running site and try variants in place
jakubkrehel/skillsReview and fix checklists ↗
  • better-interface returns one ranked list across six areas, including accessibility and writing
  • interface-review checks a branch or pull request before you merge
  • teardown draws a labeled technical illustration; not a theme picker
JetBrains · JetBrains' desktop app for agents · Apache-2.0

JetBrains' free app for running coding agents in parallel

ELI5

Think of it as a workbench for AI coding. You open a project, give each task its own separate copy of the code, chat with the agent, check its changes and send them to GitHub, all in one window.

View on GitHub →
Stars
7.7k
Language
TypeScript
Started
Jul 2026
GitHub repo card for JetBrains/thinkrail — click to open the repo
Highlights
  • Isolated workspaces

    Each task gets its own git worktree, a separate branch and folder, so several agents can work at once without touching your main copy.

  • Specs that outlast the chat

    The agent keeps a linked set of SPEC.md files beside the code, so what the project is meant to do carries over between sessions.

  • Bring your own model

    Sign in with JetBrains AI, connect a provider through pi, or point it at a model on your own machine such as Ollama or LM Studio.

Star growth over time for JetBrains/thinkrail
Mario Nawfal's @RoundtableSpace introduces JetBrains' ThinkRail and lays out how to start in three steps.
NeuralNine walks through ThinkRail, JetBrains' open-source agentic IDE, in a 16-minute hands-on look.
ghostty-org · Fast native terminal app · MIT

Ghostty 1.4: a faster terminal that uses less memory

ELI5

Instead of the plain terminal that came with your computer (the window where you type commands), you get a quicker app that feels native on Mac and Linux, with tabs, split panes and pictures right in the window.

View on GitHub →
Stars
63.6k
Language
Zig
Started
Mar 2022
GitHub repo card for ghostty-org/ghostty — click to open the repo
Highlights
  • Lighter on memory

    1.4 quietly compresses scrollback you are not looking at, which cuts memory use, according to its release notes.

  • Full Kitty graphics

    It now covers 100% of the Kitty image standard, animation included, which the project says no terminal outside Kitty had done.

  • libghostty for builders

    The core is a C and Zig library anyone can use to build a terminal or embed one in their own app.

Star growth over time for ghostty-org/ghostty
Mitchell Hashimoto (@mitchellh) announces Ghostty 1.4: full Kitty graphics and scrollback compression.
Mitchell Hashimoto (@mitchellh) announces that Ghostty is leaving GitHub after 18 years as a daily user.
TechHut installs Ghostty and walks through tabs, splits, themes, his full config and an SSH fix.
Chapters — click to jump
Theo (t3.gg) explains why he stopped using Ghostty for agent work and moved to cmux, a Mac terminal built on libghostty.
Chapters — click to jump
Ksk Royal shows how to install and style Ghostty on a Mac, step by step.
Chapters — click to jump
Blog post · mitchellh.com
Ghostty is leaving GitHub

On Apr 28, 2026 Mitchell Hashimoto wrote that GitHub outages were blocking his work almost every day and that Ghostty would move elsewhere, keeping a read-only mirror. Six months later the project still runs on GitHub, and an HN commenter on the 1.4 thread asked what had changed.

Read Mitchell's post →
⭐

First Stars

FROM THE AUDIENCE

Fewer tool calls, fewer wasted tokens in Claude Code.

WHAT IT IS

A local plugin for Claude Code and Codex CLI that folds searches and edits that normally take several tool calls into one MCP call (a plug-in tool connection) with compact results. It also searches your past sessions, recovers decisions after the context gets compacted, and runs a code review from several angles. No account, telemetry or subscription.

View on GitHub →
Stars
26
Language
JavaScript
Started
Oct 2026
Sent in by Alessio

Alessio is a developer and a viewer of the show. He built TokenSaver to cut the tokens Claude Code and Codex burn on back-and-forth tool calls, and kept it fully local: no account, no telemetry, no subscription.

Your turn

Building something? Send it to hi@TheNextNewThing.ai

FROM THE AUDIENCE

The 13 boring things a vibe-coded app must have.

WHAT IT IS

Two skills for Claude Code and Codex. /skeleton lists and writes the basics an app needs before its first feature, such as tests on every push, a .env.example, a /health route, backups with a rehearsed restore, a rollback plan and security headers. /skeptic-review audits an app that is already running and points to the file and line for each answer.

View on GitHub →
Stars
3
Language
JavaScript
Started
Oct 2026
Sent in by Kristjan

Kristjan, from Estonia, audited his own app after three weeks of daily use and found 22 issues, 15 of them preventable on day zero. So he wrote down the 13 things he wishes he had set up first.

Your turn

Building something? Send it to hi@TheNextNewThing.ai

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Help me by subscribing.

71,700 today
0100,000