tractorjuice/arc-kit - Open Source PR Review Scorecard

The Enterprise Architecture Governance Harness — strategy, architecture, delivery, and assurance using AI coding assistants

C-Rank Grade: A (Welcoming) - 70/100

External PR Merge Rate: 89%

Response Time: 4d

First Timer Success: 11%

Frequently Asked Questions

Is tractorjuice/arc-kit welcoming to first-time open-source contributors?

tractorjuice/arc-kit has a recorded first-timer success rate of 11.1%. 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 tractorjuice/arc-kit respond to incoming external pull requests in approximately 98.3 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 69.6 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 69.6 places tractorjuice/arc-kit in the A tier.

What is the external contributor pull request merge rate for tractorjuice/arc-kit?

The external contributor pull request merge rate for tractorjuice/arc-kit is 88.7%, based on public PR activity from non-core contributors.

Are there Good First Issues available in tractorjuice/arc-kit?

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

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AI Maintainer Review Guidelines

Review Persona

Welcoming Community Builder

Warmth Score
8.7/10
Patience Score
8.6/10
Nitpick Rate
40%

Highly welcoming maintainers in tractorjuice/arc-kit. Prompt code reviews with positive guidance for new contributors.

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
88.7%
High acceptance rate for external PRs

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
11.1%
Accepts new contributor PRs

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
5 core
Small core review team
Diagnostic Health HUD
88.7%
Merge Gauge
11.1%
1st-Timer
Community Vibe39/100

Embed C-Rank Badge

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

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

Active Good First Issues (3)

View on GitHub

Summary Wire Clarivate research-intelligence APIs (Web of Science, Pivot-RP funding data, Derwent patents) into ArcKit as evidence sources for architecture and strategy artefacts. Full plan: docs/plans/2026-07-16-clarivate-api-integration.md Problem / use case The weak point in any AI-generated strategy artefact is provenance. A Wardley map or options appraisal is only as defensible as the evidence under it. Clarivate supplies exactly the class of evidence that is expensive to gather by hand and hard to dispute once cited: peer-reviewed publication volume, citation weight, funding flows, patent activity, and organisation-level research footprints. This lets ArcKit answer questions it currently can only assert: Where does a capability sit on the evolution axis? (Publication/patent growth curves as a defensible genesis → commodity proxy.) Who are the credible players in a technology area, by research output rather than marketing presence? Which funders are backing a field, at what sca

📅 Opened Jul 16, 2026💬 1 comment
Quality: 80/100Contribute

Open invitation Three recipes ship with the ArcKit plugin today: uk-saas — UK Government civilian SaaS (38 targets, GDS / TCoP / NCSC CAF) uk-mod-sovereign — UK MOD / sovereign / air-gapped (38 targets, MOD-SBD / JSP 936) uae-federal-ai — UAE Federal AI under the 23 April 2026 Cabinet decree (48 targets) That covers roughly 0.5% of the world's public sectors. The other 99.5% need recipes too. If you architect for a jurisdiction not on the list above, this is the issue to claim. The full launch article: https://arckit.org/article-viewer.html?a=2026-05-03-community-recipes-wanted What a recipe is A YAML file that lists which /arckit:* commands form a coherent governance bundle for projects in your jurisdiction, the dependency graph between them, and the args each command should be invoked with. The build harness reads it, computes parallel waves, dispatches subagents. A recipe is not a fork of ArcKit. It does not change the underlying commands. It is configuration that says "for

📅 Opened May 3, 2026💬 13 comments
Quality: 70/100Contribute

Summary I've shared two examples in the general Discord channel, but I need your help for a more professional process. Problem / use case Include in the documentation a video or series of videos that explain, in a simulated or cinematic animation, what Arckit does. Proposed solution A demo of 10 commands was sent via Discord Alternatives considered No response AI Tool None Additional context No response

📅 Opened Apr 7, 2026💬 0 comments
Quality: 30/100Contribute
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Contributor Compatibility & Review Speed Analysis for tractorjuice/arc-kit

When evaluating whether to contribute to tractorjuice/arc-kit, 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 tractorjuice/arc-kit acknowledge new external contributions in approximately 4 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 88.7% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to tractorjuice/arc-kit

01

Is tractorjuice/arc-kit welcoming to first-time open-source contributors?

tractorjuice/arc-kit has a recorded first-timer success rate of 11.1%. 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 ~4 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 69.6 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 69.6 places tractorjuice/arc-kit in the Welcoming tier.

04

What is the external contributor pull request merge rate for tractorjuice/arc-kit?

The external pull request merge rate is 88.7%. 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 tractorjuice/arc-kit?

Yes, tractorjuice/arc-kit 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 tractorjuice/arc-kit 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.