kunchenguid/firstmate
Talk to one agent. Ship with a crew.
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
The project lists 157 contributors on GitHub.
Peaked at #96 in the weekly ranking the week of Sep 13, its best in the past year.
Use Cases & Benefits
- Runs a single liaison agent that manages a crew of autonomous coding agents to perform parallel project tasks with isolated git worktrees.
- Enables seamless multitasking by supervising multiple agents in visible sessions, avoiding context switching and manual coordination.
- Use for automating parallel code fixes, investigations, and audits across multiple repositories with isolated work environments.
- Use for managing complex software projects requiring simultaneous task execution and supervised pull request generation.
- Use for extending agent fleets with persistent secondmates on local or remote hosts for continuous project support and recovery.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
- Contributing guide: present
Watch-outs
- No GitHub releases; pin a commit or tag instead of a release.
General guidance from repository metadata, not legal advice. How we score
From the README
Talk to one agent. Ship with a crew.
You can run one coding agent easily. But the moment you want three project tasks done in parallel - fixes, investigations, plans, audits - you become a tab-juggler: babysitting sessions, copy-pasting context between repos, forgetting which terminal had the failing test.
firstmate flips the model. You talk to a single agent - the first mate - and it runs the crew for you: spawning autonomous agents in a visible session backend, giving each a clean git worktree, supervising them to completion, and handing you finished PRs, approved local merges, or standalone investigation reports. For larger fleets, you can opt in to persistent secondmates: second mates that are still ordinary direct reports, but run from their own isolated firstmate homes on this machine or another SSH-reachable host.
firstmate is not a model, not a harness, not a skill, not an MCP server, and not a CLI. firstmate is an agent distro for running a crew of agents. An agent distro is a portable directory of instructions, skills, tooling, policies, and state conventions that turns a general-purpose agent into a specialized one. There is no app to install: the cloned repo is the distro -
AGENTS.md, bundled firstmate skills, and helper scripts that any terminal coding agent can follow. Launching a supported harness inside it instantiates your first mate - and makes you the captain.Full detail on every feature lives in docs/architecture.md.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
+5,158 stars over 83 days across 14 snapshot days; best day +231 on Sep 14.
Forks
2.7K+1.6K
Open issues
2.6K+1.8K
Compared with peers in CLI
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| vercel-labs/agent-desktop | 17.0K | +13.3K | 33 | today |
| mattpocock/skills | 315.4K | +8.7K | 35 | 7 days ago |
| stablyai/orca | 116.8K | +6.6K | 40 | today |
| obra/superpowers | 313.1K | +4.5K | 53 | 2 days ago |
| Panniantong/Agent-Reach | 109.3K | +3.0K | 60 | 4 days ago |
| kunchenguid/firstmate | 8.5K | — | 40 | — |
| Category median | 116.8K | +6.6K | 40 | — |
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