# gastownhall/beads

> Beads is a distributed graph issue tracker built on Dolt that gives coding agents persistent structured memory instead of messy markdown plans. The `bd` CLI is installed once and used across projects.

- Magnitude: 2.4 out of 10 — Steady
- Stars: 28,439 total · +6 stars measured 2026-11-03, 00:42–04:09 UTC, ≈ 38 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Go · License: MIT · Created: 2025-10-12 · Last push: 2026-11-03
- GitHub: https://github.com/gastownhall/beads · Homepage: https://beads.gascity.com · Page: https://gitnova.dev/en/r/gastownhall/beads

## Useful for

- Run `bd ready` so the agent picks a task with no open blockers
- Link tasks with `bd dep add` to track dependencies in long-horizon work
- Sync task state across machines via `bd dolt push` and `bd dolt pull`

## Why it’s here

- Star-counter measurements on 2026-11-03 (UTC), 00:42–04:09: 28433 → 28439 stars (+6). This is the change over that interval.
- Estimated end-of-day forecast: about +38 stars, using observed gains and the previous day.
- GitHub Trending Go today: #1, +40 stars.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 1,920
- Issues and pull requests: 7,905
- Watchers: 89
- Average over the last week: 36 per day
- Usual pace: 30 per day
- Stars in the last hour (measured): 0
- Latest release: v1.3.2 (2026-10-24)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-10-05 … 2026-11-03: 24, 39, 36, 26, 28, 18, 31, 19, 29, 29, 44, 25, 31, 26, 35, 31, 32, 45, 30, 33, 21, 24, 23, 29, 23, 24, 47, 48, 40, 6

## Magnitude by day, last 14 days

10-21 2.1, 10-22 2.2, 10-23 2.5, 10-24 2.2, 10-25 2.2, 10-26 1.9, 10-27 1.8, 10-28 2.0, 10-29 2.0, 10-30 2.0, 10-31 1.9, 11-01 2.7, 11-02 2.5, 11-03 2.5

## Spotted in now

- GitHub Trending Go today: #1, +40 stars

## More in this category

1. **storytold/craft-anything** — 9.3 · Breakout · AI agents · Rust · +705 stars measured 2026-11-03, 00:30–04:06 UTC, ≈ 3,331 by evening
   A pure-Rust reverse-engineering engine with 284 tools that inspects websites, apps and games, then has a coding agent rebuild a similar version and checks the result against the original.
   Full card: https://gitnova.dev/en/r/storytold/craft-anything.md
2. **vercel-labs/agent-desktop** — 9.3 · Breakout · AI agents · Rust · +699 stars measured 2026-11-03, 00:30–04:06 UTC, ≈ 3,213 by evening
   Rust CLI that lets AI agents control desktop apps via macOS accessibility trees, with stable element refs and a snapshot-to-action loop. Combines a native binary with a C-ABI cdylib for Python/Swift/Go/Node bindings.
   Full card: https://gitnova.dev/en/r/vercel-labs/agent-desktop.md
3. **pingdotgg/t3code** — 9.3 · Breakout · AI agents · TypeScript · +406 stars measured 2026-11-03, 00:30–04:06 UTC, ≈ 3,017 by evening
   T3 Code is an agent harness control surface for agents on your machine, with mobile (iOS, Android), web and Electron desktop apps. It works with your Claude Code, Codex, Cursor, Grok Build, OpenCode and Google Antigravity subscriptions if…
   Full card: https://gitnova.dev/en/r/pingdotgg/t3code.md
4. **deepseek-ai/dsh-superagent-prototype** — 8.6 · Peaking · AI agents · TypeScript · +875 stars measured 2026-11-03, 00:30–04:06 UTC, ≈ 4,225 by evening
   Research prototype of a proactive coding agent for a single GitHub repository, packaged as a bundle for DeepSeek Harness: it listens to GitHub and Feishu, opens work items and replies in the original conversation, for example with a pull…
   Full card: https://gitnova.dev/en/r/deepseek-ai/dsh-superagent-prototype.md
5. **ccch1mneyyy/dsh-Go** — 7.6 · Breakout · AI agents · Dart · +248 stars measured 2026-11-03, 00:30–04:06 UTC, ≈ 1,072 by evening
   Unofficial Android client for DeepSeek Harness: runs DSH on the phone in a built-in Linux environment without root or Termux, and can also remotely control DSH on your computer.
   Full card: https://gitnova.dev/en/r/ccch1mneyyy/dsh-Go.md

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-11-03 04:17 UTC, updated every 30 minutes.