Free sample · Issue #0

Star Digest #0 · 3 stars worth trying this week

This is what one email looks like. In production, picks come from your public GitHub Stars — starred but barely used, worth trying now. The three repos below are placeholder examples for AI / Agent / DevTools readers.

English-first · read-only Stars · no private repos

Introduction

Hi — this is Star Digest #0 (free preview).

We only read public Stars and pick three projects that are low effort to try this week. From issue #2 onward, Personal ($5/mo) and Team ($15/mo) subscribers get a private weekly digest via Waffo. The preview itself is free — no charge if you stop after #0.

Links go to GitHub. We do not host or redistribute the code.

  1. #1 AI Agent · browser automation

    browser-use/browser-use

    ⭐ Likely in many Stars after the “agent that actually clicks the browser” wave

    Why try it now
    Drive real page clicks and form fills with an LLM. Prototypes and demos land faster than wiring Selenium + glue from scratch.
    5-minute start
    pip install browser-use → add an OpenAI or local model key → run a minimal script from examples/ (see README Quickstart).
    Best for
    Agent prototypes that need the model to operate a real DOM — not chat-only demos.
    Skip if
    You only need a chat API and never touch a browser UI.
  2. #2 LLM · evals

    openai/evals

    ⭐ Classic “star now, use later” when you want systematic prompt tests

    Why try it now
    Turn “feels better” into a repeatable eval set. Running your own cases beats reading leaderboards alone.
    5-minute start
    Clone → run one built-in eval from the docs → copy a template and add three of your own cases.
    Best for
    Teams with a product prompt that needs regression checks.
    Skip if
    You are still choosing a model and have no fixed task definition yet.
  3. #3 DevTools · TUI

    charmbracelet/bubbletea

    ⭐ Easy to star if you like polished terminal tools and Elm-style TUI

    Why try it now
    Give an internal CLI or local agent console a real interactive UI — a step up from fmt.Println, with a manageable learning curve.
    5-minute start
    go install an example or clone the tutorials → run the counter demo → reshape the state machine for your tool.
    Best for
    People writing Go CLIs and local developer tools.
    Skip if
    You are pure web front-end and do not plan to install Go.

How we filtered this week

  • Source: public GitHub Stars (in production: yours)
  • Bias: starred-but-barely-used; AI / Agent / video / games / vibe coding / DevTools
  • Rule v0 sketch: star age > 30 days + topic keywords + readability pass
  • Deliberately skipped: pure trending noise unrelated to the Stars theme

Want this from your Stars?

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