Untrivial-ai/agent-orchestrator - Open Source PR Review Scorecard

Run and supervise teams of coding agents from planning to merge. Any harness (Claude code, codex, +25 more). Desktop, web, mobile, and cloud agents.

C-Rank Grade: A (Welcoming) - 55/100

External PR Merge Rate: 45%

Response Time: 3d

First Timer Success: 25%

Frequently Asked Questions

Is Untrivial-ai/agent-orchestrator welcoming to first-time open-source contributors?

Untrivial-ai/agent-orchestrator has a recorded first-timer success rate of 25.2%. 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 Untrivial-ai/agent-orchestrator respond to incoming external pull requests in approximately 68.9 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 55.1 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 55.1 places Untrivial-ai/agent-orchestrator in the A tier.

What is the external contributor pull request merge rate for Untrivial-ai/agent-orchestrator?

The external contributor pull request merge rate for Untrivial-ai/agent-orchestrator is 45.3%, based on public PR activity from non-core contributors.

Are there Good First Issues available in Untrivial-ai/agent-orchestrator?

Untrivial-ai/agent-orchestrator does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.

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Untrivial-ai/agent-orchestrator

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Active (30d)A•Welcoming(55/100)Go

Run and supervise teams of coding agents from planning to merge. Any harness (Claude code, codex, +25 more). Desktop, web, mobile, and cloud agents.

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AI Maintainer Review Guidelines

Review Persona

Strict Quality Architect

Warmth Score
6.6/10
Patience Score
7.2/10
Nitpick Rate
43%

Rigorous architecture standards (66% critical review signals). Ensure PRs strictly follow guidelines before requesting review in Untrivial-ai/agent-orchestrator.

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
2 days+
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
45.3%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
25.2%
Accepts new contributor PRs

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
88 core
Highly collaborative maintainer core
Diagnostic Health HUD
45.3%
Merge Gauge
25.2%
1st-Timer
Community Vibe26/100

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Active Good First Issues (5)

View on GitHub

Summary Markdown files do not remember the Rich preview display mode after switching away from a session and then returning to it. Steps to reproduce Open a worker session that has a Markdown file in its workspace, for example README.md. Open the file in the session file workspace / Files panel. Switch the file from normal file view to Rich preview. Navigate to a different session. Navigate back to the original session. Expected The Markdown file should still be in Rich preview mode. Actual The file returns to the normal file/code view. Why this happens The selected file display mode is kept as local React state inside frontend/src/renderer/components/FileContentPane.tsx: mode is initialized from initialMode. Clicking the toolbar buttons only calls setMode(...) locally. When the user switches sessions, the pane for the previous session unmounts/remounts. On remount, the effect resets mode back to initialMode. For center file tabs, initialMode comes from activeCenterFileRequest?.mod

📅 Opened Sep 28, 2026💬 3 comments
Quality: 90/100Contribute

Bug Reported by: @aditi (Aditi, core-BE) The session name / branch identifier displayed at the top of the agent session view is cropped on narrower windows, and the visual design makes it look like a clickable button when it is not. Repro Open a worker session in the desktop app (macOS) Observe the topbar area at the top of the session view — it shows the branch name (e.g. ao/agent-orchestrator-53/root) next to the status pill (e.g. "Idle") Cropping: When the window is narrow (or the sidebar is expanded), the branch name is truncated with ellipsis because the span uses truncate in a min-w-0 flex container that competes for space with the right-side actions (Kill, Orchestrator, bell, inspector toggle), which are all shrink-0. Button-like appearance: The branch text sits immediately next to the StatusPill, which has rounded corners (rounded-md), background fill, and an inset border — making it look like a pill/badge. The proximity of the GitBranch icon + monospace branch text to thi

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

Problem Terminal input does not support the platform-native macOS shortcuts for moving the cursor to a line boundary: Cmd+Left Arrow should move to the start of the current input line. Cmd+Right Arrow should move to the end of the current input line. This should feel like ordinary text editing elsewhere on the OS. The equivalent Windows behavior should also be preserved and covered explicitly: Home moves to the start of the line and End moves to the end. Ctrl+Left Arrow / Ctrl+Right Arrow must remain word-navigation shortcuts on Windows rather than being repurposed as line-boundary shortcuts. Source: User request in a local Codex session Reported by: Local user Analyzed against: 8d3517b1c3e2b3e48c7974282fb972202db6c757 (main, 2026-07-25) Confidence: High Priority: Low — this is a recurring input usability gap with existing keyboard alternatives. Reproduction Open an AO shell or agent terminal. Type a command or prompt long enough to place the cursor in the middle of the line. On m

📅 Opened Jul 25, 2026💬 1 comment
Quality: 90/100Contribute

Context (shared across all harnesses) AO stores a per-role model in agentConfig.model (backend/internal/domain/agentconfig.go:27). session_manager.effectiveAgentConfig merges the project base config with the role override and Spawn/Restore forward the resolved value into every adapter as cfg.Config.Model (backend/internal/ports/agent.go). Each adapter must opt in to forwarding that value to its CLI. Today only the Claude (claudecode/claudecode.go:172), Codex (#2869), and Kiro (config-file model key) adapters do. Every other adapter silently drops it, so a configured worker/orchestrator falls back to the CLI's global default model. Original report: #2769 Reference fix (the pattern to copy): #2869 (Codex) — adds an appendModelFlag helper called in both GetLaunchCommand and GetRestoreCommand, plus a GetConfigSpec model field and regression tests. Problem The opencode adapter (opencode, binary opencode) never forwards cfg.Config.Model to the opencode CLI. A opencode worker/orchestrator

📅 Opened Jul 21, 2026💬 2 comments
Quality: 90/100Contribute

Context (shared across all harnesses) AO stores a per-role model in agentConfig.model (backend/internal/domain/agentconfig.go:27). session_manager.effectiveAgentConfig merges the project base config with the role override and Spawn/Restore forward the resolved value into every adapter as cfg.Config.Model (backend/internal/ports/agent.go). Each adapter must opt in to forwarding that value to its CLI. Today only the Claude (claudecode/claudecode.go:172), Codex (#2869), and Kiro (config-file model key) adapters do. Every other adapter silently drops it, so a configured worker/orchestrator falls back to the CLI's global default model. Original report: #2769 Reference fix (the pattern to copy): #2869 (Codex) — adds an appendModelFlag helper called in both GetLaunchCommand and GetRestoreCommand, plus a GetConfigSpec model field and regression tests. Problem The Aider adapter (aider, binary aider) never forwards cfg.Config.Model to the aider CLI. A Aider worker/orchestrator configured wit

📅 Opened Jul 21, 2026💬 2 comments
Quality: 90/100Contribute
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Contributor Compatibility & Review Speed Analysis for Untrivial-ai/agent-orchestrator

When evaluating whether to contribute to Untrivial-ai/agent-orchestrator, 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 Untrivial-ai/agent-orchestrator acknowledge new external contributions in approximately 2 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 45.3% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to Untrivial-ai/agent-orchestrator

01

Is Untrivial-ai/agent-orchestrator welcoming to first-time open-source contributors?

Untrivial-ai/agent-orchestrator has a recorded first-timer success rate of 25.2%. 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 ~2 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 55.1 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 55.1 places Untrivial-ai/agent-orchestrator in the Welcoming tier.

04

What is the external contributor pull request merge rate for Untrivial-ai/agent-orchestrator?

The external pull request merge rate is 45.3%. 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 Untrivial-ai/agent-orchestrator?

Untrivial-ai/agent-orchestrator does not have open beginner labels indexed currently, but external PRs for bugs and documentation improvements are evaluated via normal issue triage.

GetMerged C-Rank™ Indexing Standard

All metrics displayed for Untrivial-ai/agent-orchestrator 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.