stevesolun/ctx - Open Source PR Review Scorecard

Repo-aware recommendations for skills, agents, MCP servers, and model harnesses. Use your own inventory or the shipped 79,958-node graph with 68,494 skills, 467 agents, 10,790 MCPs, and 207 harnesses.

C-Rank Grade: B (Solid) - 56/100

External PR Merge Rate: 97%

Response Time: 11d

First Timer Success: 50%

Frequently Asked Questions

Is stevesolun/ctx welcoming to first-time open-source contributors?

stevesolun/ctx has a recorded first-timer success rate of 50.0%. 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 stevesolun/ctx respond to incoming external pull requests in approximately 275.1 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 56.0 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 56.0 places stevesolun/ctx in the B tier.

What is the external contributor pull request merge rate for stevesolun/ctx?

The external contributor pull request merge rate for stevesolun/ctx is 96.9%, based on public PR activity from non-core contributors.

Are there Good First Issues available in stevesolun/ctx?

stevesolun/ctx does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.

stevesolun
stevesolun/ctxBSolid573
GitHub
Back to Explorer
stevesolun

stevesolun/ctx

573
BSolid(56/100)Python

Repo-aware recommendations for skills, agents, MCP servers, and model harnesses. Use your own inventory or the shipped 79,958-node graph with 68,494 skills, 467 agents, 10,790 MCPs, and 207 harnesses.

Compare
Jump to:
Response Velocity
11 days+
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
96.9%
High acceptance rate for external PRs

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
50.0%
Accepts new contributor PRs

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
96.9%
Merge Gauge
50.0%
1st-Timer
Community Vibe54/100

Embed C-Rank Badge

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

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

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for stevesolun/ctx.

View all good first issues directly on GitHub

Looking for more Python beginner tasks?Explore Python 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 stevesolun/ctx

When evaluating whether to contribute to stevesolun/ctx, 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 stevesolun/ctx acknowledge new external contributions in approximately 11 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 96.9% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to stevesolun/ctx

01

Is stevesolun/ctx welcoming to first-time open-source contributors?

stevesolun/ctx has a recorded first-timer success rate of 50.0%. 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 ~11 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 56.0 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 56.0 places stevesolun/ctx in the Solid tier.

04

What is the external contributor pull request merge rate for stevesolun/ctx?

The external pull request merge rate is 96.9%. 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 stevesolun/ctx?

stevesolun/ctx 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 stevesolun/ctx 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.