A life-evidence handbook tops a week of agent teams, sandboxes and the smallest useful change

Fastest-growing this period

Counts come from GitHub's official stargazers/history endpoint: the stars gained on each day of the window. Project briefs and the reading notes below are editorial additions.

1. 1

   eternity4719/HowToLiveBetter : Life advice that logs what you spend, what you gain and how solid the evidence is

   HTML

   A Chinese guide of practical suggestions on health, money, scams and legal traps, from chronic disease and first aid to rent disputes and workplace compensation. Each entry records what you spend, what you get back and how strong the evidence is, citing only journal papers and official documents, with an online search page for quick lookups.

   +18,046
2. 2

   debpalash/VoiceStudio : Try voice design, transcription and dubbing in one workspace

   Python

   A local audio workspace for voice design, transcription, dubbing and longer narrated projects. Useful for trying several speech workflows with your own material in one application, with engine choice and hardware determining the supported languages and output quality.

   +12,353
3. 3

   Niko1221/Strata : A 125B-parameter model running on one gaming GPU, faster than you can read

   C++

   A one-click installer that runs Qwen3.8-Flash-Next, a 125-billion-parameter model that normally needs a server, on a single NVIDIA card with 12 to 24 GB of VRAM and 64 GB of RAM. It serves an OpenAI-compatible API on localhost, reports 60 to 95 tokens per second in its own measurements, accepts image input, and calibrates the engine to your PC.

   +10,144
4. 4

   DietrichGebert/ponytail : Stop your AI turning a small fix into a new framework

   JavaScript

   A set of instructions that asks AI coding agents to reuse existing code and question whether a new abstraction is needed. Its rules also explicitly retain validation and error handling, useful when your agent keeps making a small task unnecessarily complicated.

   +7,940
5. 5

   vectorize-io/hindsight : Agent memory with three operations: retain, recall, and reflect to keep learning

   Python

   An agent memory system organized around three operations: retain observations, recall them when needed, and reflect to keep what an agent knows up to date. Memory banks and mental models structure the knowledge, it runs as a Docker, pip or embedded Python service against 25+ LLM providers, and an MCP server plus a two-line LLM wrapper connect it to coding agents.

   +7,301
6. 6

   paperclipai/paperclip : Run a company of AI agents with org charts, tickets and per-agent budgets

   TypeScript

   An open-source control plane for running AI agents like a company. Tasks turn into tickets with approval and review gates you verify from diffs, screenshots and tests; an org chart gives every agent a role, a boss and scoped secrets; heartbeats wake agents on a schedule; and a monthly budget per agent stops runaway token spend. Any runtime that answers a heartbeat plugs in.

   +6,488
7. 7

   NVIDIA/OpenShell : Run autonomous agents inside kernel-enforced sandboxes

   Rust

   NVIDIA's runtime for fleets of autonomous agents. Declare in a policy what each agent may touch, and OpenShell enforces it in the kernel on every file access, system call and network connection, adding credentials only to requests bound for approved endpoints. Each policy change is formally verified before it takes effect, so newly granted risky access waits for human review.

   +6,049
8. 8

   KKKKhazix/AIHOT : Turn any industry news feed into your own daily digest site

   TypeScript

   A self-hosted framework that collects from RSS feeds, web pages, JSON endpoints, X accounts and WeChat, screens items with a model and scores each twice against published prompts, clusters reports about the same event, and ships daily, weekly and monthly digests. Swap in your own sources and thresholds to launch a hotspot site for your industry.

   +5,757
9. 9

   deepseek-ai/deepseek-harness : Explore DeepSeek's building blocks for an extensible agent

   TypeScript

   DeepSeek's agent runtime built around replaceable plugins, with a web interface for running it. Useful for developers exploring how to compose an agent's capabilities; it is a developer preview, so expect interfaces to change as you experiment.

   +5,625
10. 10

    mattpocock/skills : Make your AI ask the right questions before it writes code

    Shell

    Give your coding assistant a skill that asks detailed questions before implementation. Use it to clarify vague requirements before the agent builds the wrong thing.

    +5,458
11. 11

    stablyai/orca : Compare several coding agents in separate workspaces

    TypeScript

    A desktop interface for running terminal coding agents in separate Git worktrees. You can compare attempts at the same task and inspect their changes, useful when juggling several experiments would otherwise mean managing many terminals and directories.

    +5,139
12. 12

    Panniantong/Agent-Reach : Give your agent a way to read beyond ordinary web pages

    Python

    Gives command-line AI agents tools for reading and searching websites, video platforms and social sources. Its channel diagnostics help identify which connections work and which need configuration, useful when gathering material across several sites.

    +5,101
13. 13

    lexmount/moli : A headless browser that renders pixels only when an agent asks

    Rust

    A headless browser built in Rust for AI agents that treats page structure, not pixels, as the default. Reading a page as Markdown or a semantic tree skips layout and painting entirely; geometry, screenshots and screencasts render on demand and are discarded afterwards. Drive it from the CLI, CDP, WebDriver Classic or BiDi.

    +4,870
14. 14

    affaan-m/ECC : Give your coding agent a plan, tests and a memory

    JavaScript

    A collection of coding-agent workflows for planning, tests, review and remembering useful context. If your assistant jumps straight into edits or forgets earlier decisions, this gives you reusable routines to adapt to your project.

    +4,711
15. 15

    tt-a1i/archify : Show your team exactly what changed in the architecture

    JavaScript

    Turns an agent's structured description of a system into interactive HTML and SVG architecture diagrams. It can compare diagram snapshots, useful for showing a team which components and connections changed between two versions of a design.

    +4,466
16. 16

    pbakaus/impeccable : Fix the samey SaaS look AI models keep generating

    JavaScript

    Design guidance for AI coding agents that keeps generated interfaces from falling into the same template look. One /impeccable init records durable product facts in PRODUCT.md, 24 shared commands cover shaping, critique, polish and motion, and 61 deterministic detector rules run in a CLI or browser extension without any model call or API key.

    +4,445
17. 17

    cdyforever/how-to-live-better : The whole 32-section life-optimization book as one offline-readable web page

    HTML

    Renders the public-domain book HowToLiveBetter, 32 sections and 528 tips, as a single self-contained HTML page that opens on any phone or computer with no install. It loads zero external resources, so it keeps working offline. Each tip is a card with its evidence grade, value tier and cost label, plus keyword search and a filter for the strongest-evidence tips.

    +4,430
18. 18

    ifixai-ai/iFixAi : An auditor that checks whether your AI agent actually does the job it was hired for

    Python

    An independent auditing tool for AI agents that grades whether an agent does the job it was hired for, not just whether it is fast or hard to hack. Guided setup picks the provider, judge and test suite, then about 60 inspections across five pillars return an A to F scorecard. Run it as a CLI wizard, as scripted flags in CI, or as a plugin that lets the agent audit itself.

    +4,404
19. 19

    rohitg00/ai-engineering-from-scratch : Learn AI engineering by building and checking real projects

    Python

    A structured AI-engineering curriculum with routes for fundamentals, LLM applications and agents. It pairs reading with building and checking results, useful when you want to learn toward a working project instead of collecting disconnected tutorials.

    +4,240
20. 20

    spinabot/brigade : Run a whole crew of agents on your own machine

    TypeScript

    A self-hosted crew of AI agents organized on a real org chart, sharing one long-term memory and over 1,000 app connectors. Your API keys stay on your own machine, nothing is sent to a middleman, and you can sign in with a Claude, ChatGPT or Copilot subscription instead of juggling tokens.

    +4,153
21. 21

    mvschwarz/openrig : Run Claude Code and Codex as one persistent team from a single YAML rig

    TypeScript

    Define your agent team in YAML and boot it with one command. OpenRig wraps Claude Code and Codex into a persistent rig: a lead agent takes the outcome you want, coordinates specialist seats, and brings back only results and decisions that need you. A TUI shows the rig as a graph or a table of seats with runtime, model and state. Needs Node.js 22/24 and tmux on macOS or Linux.

    +3,772
22. 22

    NandhaKishorM/laya : Answer typed questions about any text in one 33-millisecond forward pass

    Python

    A non-autoregressive decision engine that reads text, an email or a JSON document and returns a typed answer, a choice, a score or a yes/no flag, in one 33-millisecond forward pass. Three checkpoints cover English, over one hundred languages and typed workflows, and a built-in router picks one per request. Nothing is generated, so there is nothing to parse or hallucinate.

    +3,734
23. 23

    shihabal3amri/DiPlay : CarPlay on a compatible BYD head unit, wired or wireless, no dongle needed

    Kotlin

    An independent Android app that brings CarPlay to compatible BYD head units, wired over USB or wireless through Wi-Fi Direct or the car hotspot. You install the APK on the car, not the phone; no jailbreak, dongle or authentication server is required. On verified firmware it also pushes arrows, distance and street names to the BYD HUD. The author warns it is not Apple-certified.

    +3,597
24. 24

    yetone/magpie : Switch every coding agent's model from one menu bar picker

    Go

    A menu bar panel that lists each AI agent on your machine, from Claude Code to Codex, together with the model it is set to; click a value and pick another. It edits config files surgically, keeping comments and formatting intact, and runs a local gateway so every agent can share one provider login, including your Claude, ChatGPT or Copilot subscription.

    +3,457
25. 25

    Louis-CFM/coucou : A tiny friend in your notch that watches Claude Code and taps you when it needs you

    Swift

    A small open-source companion that lives in your Mac notch or at the top of a Windows screen and keeps an eye on every Claude Code session. Its animated character shows what each session reads, edits and runs, lets you approve or deny permission requests with one click, accepts dropped files, opens a chat with Claude, and reacts the moment a run finishes.

    +3,442

Ranking window: 2026-09-28 to 2026-10-04 UTC.