open-octo/octo-agent - Open Source PR Review Scorecard

Private, self-hosted AI agent — your models and data stay on your machine. A feature-rich coding + assistant toolset across eight interfaces (CLI, Web, desktop, IM, VS Code, Obsidian, SDK, Mobile), all in one fast, zero-dependency Go binary.

C-Rank Grade: S (Elite) - 78/100

External PR Merge Rate: 97%

Response Time: 5d

First Timer Success: 75%

Frequently Asked Questions

Is open-octo/octo-agent welcoming to first-time open-source contributors?

open-octo/octo-agent has a recorded first-timer success rate of 75.0%. Repositories ranked S 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 open-octo/octo-agent respond to incoming external pull requests in approximately 110.6 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 77.7 C-Rank™ score (S 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 77.7 places open-octo/octo-agent in the S tier.

What is the external contributor pull request merge rate for open-octo/octo-agent?

The external contributor pull request merge rate for open-octo/octo-agent is 96.6%, based on public PR activity from non-core contributors.

Are there Good First Issues available in open-octo/octo-agent?

open-octo/octo-agent currently has 3 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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open-octo/octo-agent

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SElite(78/100)Go

Private, self-hosted AI agent — your models and data stay on your machine. A feature-rich coding + assistant toolset across eight interfaces (CLI, Web, desktop, IM, VS Code, Obsidian, SDK, Mobile), all in one fast, zero-dependency Go binary.

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AI Maintainer Review Guidelines

Review Persona

Empathetic Technical Mentor

Warmth Score
7.8/10
Patience Score
8.2/10
Nitpick Rate
35%

Collaborative maintainer environment in open-octo/octo-agent. Reviews community pull requests with focus on project quality.

Top PR Submission Do's

  • Ensure code complies with the project coding style
  • Keep PRs scoped to a single concern
  • Include context and link to the related issue

Top PR Friction Pitfalls (Don'ts)

  • Do not submit PRs without linking an issue
  • Do not break existing tests without fixing them
  • Do not mix unrelated refactors in a single PR
Response Velocity
4 days+
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
96.6%
High acceptance rate for external PRs

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
75.0%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
4 core
Small core review team
Diagnostic Health HUD
96.6%
Merge Gauge
75.0%
1st-Timer
Community Vibe61/100

Embed C-Rank Badge

Show contributors that your repository actively reviews and merges external pull requests.

GetMerged C-Rank badge for open-octo/octo-agent
[![GetMerged C-Rank](https://getmerged.abhishekco.de/api/badge/open-octo/octo-agent)](https://getmerged.abhishekco.de/open-octo/octo-agent?utm_source=github&utm_medium=badge)

Active Good First Issues (3)

View on GitHub

中文读者:这是一个"认领制"的伞形 issue。 每个平台都是独立的一份适配器, 互不干扰,有两份现成参考实现(telegram / discord,各约 1000 行)。 在下面留言说你要做哪个平台,我回复确认,避免撞车。 Context octo's IM bridge is one of its differentiators: put a task in from your desk, follow up from your phone, and the work is done when you get home. Six platforms ship today: feishu · dingtalk · wecom · weixin · telegram · discord Adding a seventh is well-bounded, parallelisable work: one directory, one interface, no changes to the agent core. The extension point Implement channel.Adapter (internal/channel/adapter.go) and register it from your package's init(): func init() { channel.Register(platformName, New) } The interface is 13 methods, and it is worth reading the doc comments in full before you start — they encode lessons already paid for. The capability flags matter most: Method Why it exists Su

📅 Opened Jul 27, 2026💬 0 comments
Quality: 90/100Contribute

中文读者:这是全项目最硬的一块,前沿探索性质,不是"照着文档写"的任务。 设计文档已有完整的可行性分析,但结论是"有明确用例再做"。 想啃这个的,请先在这个 issue 里聊设计,不要直接埋头写代码。 Context octo's differentiated pillar is record → replay → self-heal: demonstrate a task once, get an editable semantic skill, replay it deterministically with per-step verification, and hand a failed step to an LLM only to repair it. Today that pillar is browser-only (internal/browser, native CDP, cross-platform). The question this issue opens: can the same loop drive native desktop applications? dev-docs/desktop-computer-use-design.md is a full feasibility analysis. Read it first — it is a proposal, not a spec of committed work. The core difficulty The design doc's framing, which is worth internalising before you start: The paradigm is portable. The record→distill→replay→heal loop, the skill-as-editab

📅 Opened Jul 27, 2026💬 2 comments
Quality: 90/100Contribute

中文读者:这个适合喜欢做 App 的人——要写 Swift / Kotlin + Capacitor 插件。 服务端和 relay 侧已经做完了,缺的是 App 这一端。想认领的在下面留言。 Context mobile/ is octo's iOS + Android client: a thin remote client of an octo serve instance, not a second agent. It wraps the existing web frontend in a Capacitor shell and adds the native pieces a browser cannot provide — the Noise XX tunnel plugin being the main one. Both platforms are already verified end to end from a from-scratch build: paired to a local octo serve --tunnel + octo-relay over a real Noise session, with the mobile UI driving /api and /ws through the tunnel. What is missing is the part that makes the app actually usable as a remote control when it is not in the foreground. Problem — a killed app cannot be woken Push wakeups are half-built by design, and the missing half is app-side: ✅ Host + relay side ships: the wakeup frame in internal/tunnel, and push delivery in

📅 Opened Jul 27, 2026💬 0 comments
Quality: 90/100Contribute
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Contributor Compatibility & Review Speed Analysis for open-octo/octo-agent

When evaluating whether to contribute to open-octo/octo-agent, 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 open-octo/octo-agent acknowledge new external contributions in approximately 4 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 96.6% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to open-octo/octo-agent

01

Is open-octo/octo-agent welcoming to first-time open-source contributors?

open-octo/octo-agent has a recorded first-timer success rate of 75.0%. Repositories ranked Elite 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 ~4 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 77.7 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 77.7 places open-octo/octo-agent in the Elite tier.

04

What is the external contributor pull request merge rate for open-octo/octo-agent?

The external pull request merge rate is 96.6%. 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 open-octo/octo-agent?

Yes, open-octo/octo-agent currently has 3 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 open-octo/octo-agent 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.

open-octo/octo-agent • 77.7/100 C-Rank (S-Tier) | GetMerged