zeroclaw-labs/zeroclaw - Open Source PR Review Scorecard

Fast, small, and fully autonomous AI personal assistant infrastructure, any OS, any platform — deploy anywhere, swap anything 🦀

C-Rank Grade: A (Welcoming) - 68/100

External PR Merge Rate: 62%

Response Time: -

First Timer Success: 57%

Frequently Asked Questions

Is zeroclaw-labs/zeroclaw welcoming to first-time open-source contributors?

zeroclaw-labs/zeroclaw has a recorded first-timer success rate of 57.3%. Repositories ranked A typically provide actionable feedback during code reviews and actively nurture new community contributors.

How fast can I expect code review feedback on my pull request?

Maintainers in zeroclaw-labs/zeroclaw respond to incoming external pull requests in approximately 0.0 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 68.3 C-Rank™ score (A Tier) represent?

The C-Rank™ system evaluates GitHub projects on a 0–100 scale using real data: PR merge rates, review turnaround time, active maintainer presence, and first-time contributor success. A score of 68.3 places zeroclaw-labs/zeroclaw in the A tier.

What is the external contributor pull request merge rate for zeroclaw-labs/zeroclaw?

The external contributor pull request merge rate for zeroclaw-labs/zeroclaw is 62.5%, based on public PR activity from non-core contributors.

Are there Good First Issues available in zeroclaw-labs/zeroclaw?

zeroclaw-labs/zeroclaw currently has 4 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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zeroclaw-labs/zeroclaw

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Fast, small, and fully autonomous AI personal assistant infrastructure, any OS, any platform — deploy anywhere, swap anything 🦀

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AI Maintainer Review Guidelines

Review Persona

High-Friction Gatekeeper

Warmth Score
6.3/10
Patience Score
7.0/10
Nitpick Rate
47%

Rigorous architecture standards (72% critical review signals). Ensure PRs strictly follow guidelines before requesting review in zeroclaw-labs/zeroclaw.

Top PR Submission Do's

  • •Add unit tests with >80% coverage for modified code paths
  • •Run repository linter and code formatters locally before pushing
  • •Link relevant GitHub issue ID in PR description pre-flight checklist

Top PR Friction Pitfalls (Don'ts)

  • •Do not submit unlinked PRs without referencing an existing issue
  • •Do not mix refactoring and feature logic into a single commit
  • •Do not ping maintainers repeatedly within 24 hours of opening
Response Velocity
-
No reviewer activity recorded

Average Response Latency

Tracks hours until a maintainer leaves a review, comment, or PR response.

Merge Efficiency
62.5%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
57.3%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
123 core
Highly collaborative maintainer core
Diagnostic Health HUD
62.5%
Merge Gauge
57.3%
1st-Timer
Community Vibe42/100

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Active Good First Issues (5)

View on GitHub

Documentation location https://docs.zeroclaw.com/master/en/contributing/multi-agent-setup.html Documentation issue type confusing or unclear Problem Summary The multi-agent setup guide currently lives under: docs/book/src/contributing/multi-agent-setup.md and is exposed in the documentation under Contributing. I wonder whether this is still the right location for the page. The guide is primarily operator/user-facing: it explains how to configure and operate multiple agents, including channel binding, cross-agent filesystem and memory access, peer groups, and agent inspection. By contrast, the rest of the Contributing section is focused on contributing to the ZeroClaw project itself: contribution workflow, RFCs, testing, PR review, CLA, contributor communication, etc. Historical context This location appears to originate from #6272, which explicitly specified: docs/book/src/contributing/multi-agent-setup.md However, the same issue describes the page as an "operator walkthrough". At that

📅 Opened Sep 24, 2026💬 2 comments
Quality: 100/100Contribute

Affected component zerocode/tui Severity S3 - minor issue Current behavior Press Del key cause nothing in zerocode chat. Expected behavior delete charactor Steps to reproduce zerocode --agent <alias> # focus the chat composer # type: hello world # press Left several times, then press Del # -> nothing is deleted Impact No response Logs / stack traces ZeroClaw version master @ dc5b968 Rust version No response Operating system Windows 11 Regression? Unknown Pre-flight checks I reproduced this on the latest master branch or latest release. I redacted secrets, tokens, and personal data from all submitted content.

📅 Opened Sep 12, 2026💬 1 comment
Quality: 90/100Contribute

Task Correct the graceful-shutdown paragraph in docs/book/src/ops/service.md so reload-refusal recovery is described by platform. Context PR #10262 documents refusing an in-process reload when old RPC work has not drained. At d23dd46c38e95962fad6ad9f8c4c94459edcc7ac, the paragraph says a service manager then restarts the daemon. The same document correctly states that systemd and launchd restart it, but the Windows ONLOGON task has no restart-on-failure policy. The latest approval explicitly treats this wording correction as nonblocking. Acceptance criteria Say that the documented systemd and launchd configurations restart the daemon after refusal. Explain that the Windows ONLOGON task may require manual restart or the next logon. Keep ZeroCode's owned-child replacement path distinct from service-manager behavior. Change documentation only; preserve the fail-closed drain policy. Likely files or areas docs/book/src/ops/service.md, graceful shutdown and service configuration. Contribut

📅 Opened Sep 11, 2026💬 1 comment
Quality: 100/100Contribute

Task Localize the ZeroCode daemon-wait notice and added socket-path timeout guidance introduced by #10737 using ZeroCode's existing Fluent catalogue and i18n helper. Context At head d871bf5d43ab151feaf3ba7f48c65685d9bfd278, await_spawned_daemon_ready in apps/zerocode/src/main.rs prints the new waiting notice and timeout guidance as literal English. The review on #10737 explicitly defers this localization work as nonblocking for the socket startup repair. The repository's AGENTS.md user-facing-text contract requires ZeroCode to use its own Fluent catalogue. This task covers those messages only. Do not change socket validation, daemon cleanup, readiness deadlines, or retry behavior. No new runtime reproduction is claimed; the evidence is the exact-head source and review. Acceptance criteria Move the waiting notice and timeout guidance into the existing ZeroCode Fluent catalogue and render them through the existing helper. Preserve path and duration interpolation and the actionable ZEROC

📅 Opened Sep 11, 2026💬 1 comment
Quality: 90/100Contribute

Summary Currently the cron Schedule field in the Add/Edit Cron Job modal is a single freeform text input (web/src/pages/Cron.tsx). The user types a raw expression such as 0 0 * * * with no per-field guidance, no client-side validation, and no human-readable confirmation of what the schedule means. This issue replaces that single input with a five-field cron editor: one labelled input per cron position (Minute · Hour · Day · Month · Week day), plus a consolidated view underneath that shows the assembled expression, a plain-English read-back, and a validity indicator. The consuming form must block submission while the expression is invalid. The change is confined to the frontend. The API still receives a single schedule field (one string), exactly as today, so no server change is required. Hard constraint — frontend only. This issue changes only the React frontend. There must be no change to the HTTP API, request/response shapes, gateway/runtime Rust code, or any persistence/datab

📅 Opened Sep 5, 2026💬 3 comments
Quality: 70/100Contribute
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Contributor Compatibility & Review Speed Analysis for zeroclaw-labs/zeroclaw

When evaluating whether to contribute to zeroclaw-labs/zeroclaw, response velocity and maintainer engagement are crucial. GetMerged continuously tracks pull request trajectories, first-comment latency, and code review rounds to help developers avoid submitting pull requests to backlogged repositories.

Currently, maintainers of zeroclaw-labs/zeroclaw acknowledge new external contributions in approximately -. Out of all submitted pull requests from non-core authors in the last 180-day window, 62.5% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to zeroclaw-labs/zeroclaw

01

Is zeroclaw-labs/zeroclaw welcoming to first-time open-source contributors?

zeroclaw-labs/zeroclaw has a recorded first-timer success rate of 57.3%. Repositories ranked Welcoming typically provide actionable feedback during code reviews and actively nurture new community contributors.

02

How fast can I expect code review feedback on my pull request?

The initial maintainer response time averages ~-. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 68.3 C-Rank™ score represent?

The C-Rank™ index scores repositories on a 0 to 100 scale using an objective formula: external PR merge rates, initial response speed, active maintainer count, and first-time contributor retention. A score of 68.3 places zeroclaw-labs/zeroclaw in the Welcoming tier.

04

What is the external contributor pull request merge rate for zeroclaw-labs/zeroclaw?

The external pull request merge rate is 62.5%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.

05

Are there beginner Good First Issues open in zeroclaw-labs/zeroclaw?

Yes, zeroclaw-labs/zeroclaw currently has 4 active issue(s) tagged with beginner-friendly labels. You can inspect these directly from the repository issues tab.

GetMerged C-Rank™ Indexing Standard

All metrics displayed for zeroclaw-labs/zeroclaw are automatically retrieved via the public GitHub API and recalculated daily. Insider pull requests submitted by repository owners or organization members are excluded from merge rate calculations to preserve objective external contributor statistics.