voidmind-io/voidllm - Open Source PR Review Scorecard

Privacy-first LLM proxy and AI gateway - load balancing, multi-provider routing, API key management, usage tracking, rate limiting. Self-hosted. Zero knowledge of your prompts.

C-Rank Grade: B (Solid) - 49/100

External PR Merge Rate: 50%

Response Time: -

First Timer Success: 100%

Frequently Asked Questions

Is voidmind-io/voidllm welcoming to first-time open-source contributors?

voidmind-io/voidllm has a recorded first-timer success rate of 100.0%. Repositories ranked B 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 voidmind-io/voidllm 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 49.0 C-Rank™ score (B 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 49.0 places voidmind-io/voidllm in the B tier.

What is the external contributor pull request merge rate for voidmind-io/voidllm?

The external contributor pull request merge rate for voidmind-io/voidllm is 50.0%, based on public PR activity from non-core contributors.

Are there Good First Issues available in voidmind-io/voidllm?

voidmind-io/voidllm currently has 1 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

voidmind-io
voidmind-io/voidllmB•Solid138
GitHub
Back to Explorer
voidmind-io

voidmind-io/voidllm

138
Active (30d)B•Solid(49/100)Low Sample (<20 PRs)Go

Privacy-first LLM proxy and AI gateway - load balancing, multi-provider routing, API key management, usage tracking, rate limiting. Self-hosted. Zero knowledge of your prompts.

GitHub
Compare••
Jump to:

AI Maintainer Review Guidelines

Review Persona

Empathetic Technical Mentor

Warmth Score
7.5/10
Patience Score
8.2/10
Nitpick Rate
20%

Collaborative maintainer environment in voidmind-io/voidllm. Reviews community pull requests with focus on project quality.

What Contributors Actually Say

Discussions in voidmind-io/voidllm focus heavily on practical implementation feedback, code formatting standards, and issue reproduction details.

Hidden Friction Signals

Unlinked PRs without issue context and changes that fail automated test suites face the highest review friction.

Unwritten Rules

  • •1) Keep PR scope strictly aligned with the linked issue.
  • •2) Ensure local linters pass before opening a review.
  • •3) Maintain full test coverage for modified logic.

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
-
No reviewer activity recorded

Average Response Latency

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

Merge Efficiency
50.0%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
100.0%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
CRITICAL BUS FACTOR
Single maintainer
No active GitHub maintainers found (may review internally on Gerrit or internal tools)
Diagnostic Health HUD
50.0%
Merge Gauge
100.0%
1st-Timer
Community Vibe50/100

Embed C-Rank Badge

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

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

Active Good First Issues (1)

View on GitHub

Problem / Motivation OpenSSF Scorecard flags this project as not fuzzed (Fuzzing check, score 0). More importantly, the parsing code on the proxy hot path has a track record of input-shape bugs: several defects in SSE event framing and in streaming PII restoration have been found through manual review rather than through tests. These are exactly the class of bugs that fuzzing finds cheaply and continuously, before they ship. Proposed Solution Add Go native fuzz targets (testing.F / FuzzXxx) for the parsers that handle untrusted or upstream-controlled input, each asserting a clear invariant rather than just "does not panic": SSE line/event parsing in the proxy streaming path (internal/proxy streaming response handling) — feed arbitrary byte streams as if from an upstream provider. Assert the forwarder never panics, never emits a partial SSE event, and that for well-formed input the bytes forwarded to the client equal the bytes received from upstream. The PII streaming restorer (in

📅 Opened Jul 21, 2026💬 0 comments
Quality: 40/100Contribute
Looking for more Go beginner tasks?Explore Go GFI

Contributor Community Vibe Feedback

Rate what actually matters after opening a pull request here.

Have you contributed to this repo?

Rate your first-hand PR experience (review speed, maintainer responsiveness, and onboarding ease) to help other contributors.

3 ratings required
Maintainer helpfulness
Review speed
Beginner friendliness

Contributor Compatibility & Review Speed Analysis for voidmind-io/voidllm

When evaluating whether to contribute to voidmind-io/voidllm, 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 voidmind-io/voidllm acknowledge new external contributions in approximately -. Out of all submitted pull requests from non-core authors in the last 180-day window, 50.0% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to voidmind-io/voidllm

01

Is voidmind-io/voidllm welcoming to first-time open-source contributors?

voidmind-io/voidllm has a recorded first-timer success rate of 100.0%. Repositories ranked Solid 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 49.0 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 49.0 places voidmind-io/voidllm in the Solid tier.

04

What is the external contributor pull request merge rate for voidmind-io/voidllm?

The external pull request merge rate is 50.0%. 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 voidmind-io/voidllm?

Yes, voidmind-io/voidllm currently has 1 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 voidmind-io/voidllm 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.