The NVIDIA NeMo Agent toolkit is an open-source library for efficiently connecting and optimizing teams of AI agents.
C-Rank Grade: B (Solid) - 50/100
External PR Merge Rate: 56%
Response Time: 18h
First Timer Success: 14%
NVIDIA/NeMo-Agent-Toolkit has a recorded first-timer success rate of 14.3%. Repositories ranked B typically provide actionable feedback during code reviews and actively nurture new community contributors.
Maintainers in NVIDIA/NeMo-Agent-Toolkit respond to incoming external pull requests in approximately 17.6 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.
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 50.1 places NVIDIA/NeMo-Agent-Toolkit in the B tier.
The external contributor pull request merge rate for NVIDIA/NeMo-Agent-Toolkit is 55.6%, based on public PR activity from non-core contributors.
NVIDIA/NeMo-Agent-Toolkit does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.
Strict review standards in NVIDIA/NeMo-Agent-Toolkit. Ensure PR scope matches issue requirements closely before requesting review.
Discussions in NVIDIA/NeMo-Agent-Toolkit focus heavily on practical implementation feedback, code formatting standards, and issue reproduction details.
Unlinked PRs without issue context and changes that fail automated test suites face the highest review friction.
Average Response Latency
Tracks hours until a maintainer leaves a review, comment, or PR response.
External Acceptance Rate
Percentage of community pull requests successfully merged into main.
First PR Conversion
Rate at which developers submitting their first repository PR succeed.
Show contributors that your repository actively reviews and merges external pull requests.
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When evaluating whether to contribute to NVIDIA/NeMo-Agent-Toolkit, 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 NVIDIA/NeMo-Agent-Toolkit acknowledge new external contributions in approximately 17 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 55.6% were successfully merged into the primary branch.
NVIDIA/NeMo-Agent-Toolkit has a recorded first-timer success rate of 14.3%. Repositories ranked Solid typically provide actionable feedback during code reviews and actively nurture new community contributors.
The initial maintainer response time averages ~17 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.
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 50.1 places NVIDIA/NeMo-Agent-Toolkit in the Solid tier.
The external pull request merge rate is 55.6%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.
NVIDIA/NeMo-Agent-Toolkit does not have open beginner labels indexed currently, but external PRs for bugs and documentation improvements are evaluated via normal issue triage.
All metrics displayed for NVIDIA/NeMo-Agent-Toolkit 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.