SkillsMay 11, 2026·2 min read

Beads — Memory Upgrade Layer for Coding Agents

Beads adds persistent, structured memory for coding agents via a dependency-aware graph and a CLI, keeping long-horizon tasks on track across runs.

Agent ready

This asset can be read and installed directly by agents

TokRepo exposes a universal CLI command, install contract, metadata JSON, adapter-aware plan, and raw content links so agents can judge fit, risk, and next actions.

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Agent surface
Any MCP/CLI agent
Kind
Skill
Install
Single
Trust
Trust: Established
Entrypoint
Asset
Universal CLI install command
npx tokrepo install 5c4ed407-394d-459f-9266-e76363bf09ca
Intro

Beads adds persistent, structured memory for coding agents via a dependency-aware graph and a CLI, keeping long-horizon tasks on track across runs.

  • Best for: Coding agents that need durable task state (issues, dependencies, claims) instead of losing context between runs
  • Works with: CLI-first workflow; integrates with multiple agent/IDE setups (see README)
  • Setup time: 12 minutes

How to Use It Well

  • Setup time ~12 minutes (install CLI + bd init in one repo)
  • Persistent graph beats markdown plans for long-horizon work (dependencies, status, claims)
  • GitHub stars + forks (verified): see Source & Thanks

Treat memory as a data structure, not prose. If an agent can query a graph (what’s blocked, what’s claimed, what changed), it can plan more reliably and avoid re-deriving the same context every run.

FAQ

Q: Do I need to clone the repo into my project? A: No. The README recommends installing the CLI system-wide and using it across repos.

Q: What’s the first command to learn? A: bd prime (or equivalent) to get workflow context, then bd show/update/close for issue lifecycle.

Q: Is it tied to one agent? A: No. The README mentions multiple integrations (Codex, Claude, Cursor, etc.); use the setup that matches your tool.

🙏

Source & Thanks

Source: https://github.com/gastownhall/beads > License: MIT > GitHub stars: 23,532 · forks: 1,554

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