Garudex-Labs/caracal - Open Source PR Review Scorecard

🐾 Authority, not credentials, for AI agents: policy-approved actions, delegation that can only narrow, instant revocation, tamper-evident audit.

C-Rank Grade: A (Welcoming) - 61/100

External PR Merge Rate: 80%

Response Time: -

First Timer Success: 86%

Frequently Asked Questions

Is Garudex-Labs/caracal welcoming to first-time open-source contributors?

Garudex-Labs/caracal has a recorded first-timer success rate of 85.7%. 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 Garudex-Labs/caracal 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 60.7 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 60.7 places Garudex-Labs/caracal in the A tier.

What is the external contributor pull request merge rate for Garudex-Labs/caracal?

The external contributor pull request merge rate for Garudex-Labs/caracal is 79.5%, based on public PR activity from non-core contributors.

Are there Good First Issues available in Garudex-Labs/caracal?

Garudex-Labs/caracal does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.

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Garudex-Labs/caracal

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InactiveA•Welcoming(61/100)TypeScript

🐾 Authority, not credentials, for AI agents: policy-approved actions, delegation that can only narrow, instant revocation, tamper-evident audit.

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AI Maintainer Review Guidelines

Review Persona

Strict Architecture Gatekeeper

Warmth Score
7.1/10
Patience Score
7.8/10
Nitpick Rate
40%

Strict review standards in Garudex-Labs/caracal. Ensure PR scope matches issue requirements closely before requesting review.

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
79.5%
High acceptance rate for external PRs

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
85.7%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
5 core
Small core review team
Diagnostic Health HUD
79.5%
Merge Gauge
85.7%
1st-Timer
Community Vibe58/100

Embed C-Rank Badge

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

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

Active Good First Issues (2)

View on GitHub

Goal Create real implementation examples and end-to-end validation for Caracal across different frameworks, provider types, and integration patterns. Problem We need to test Caracal in realistic external-team scenarios before users discover missing support themselves. This sprint should focus on building actual working examples, not mocks or abstract demos. The goal is to verify that Caracal works end to end across real combinations of: different agent architectures different AI frameworks different provider types different provider connection models different SDK and runtime integration paths different supported OS & languages What to Build Create real-world examples or showcase projects such as: examples/lynxCapital a short example using one specific framework and one specific provider a full end-to-end integration flow for a realistic external app Each example should actually exercise Caracal in a meaningful way and validate the integration path in practice. What to Test The mai

📅 Opened Jun 2, 2026💬 0 comments
Quality: 70/100Contribute

Goal Reduce the gap between Caracal's security model and successful production adoption by improving the end-user integration experience. Problem Caracal provides a strong foundation for agent security through short-lived scoped authority, gateway enforcement, revocation, and auditability. However, teams evaluating Caracal often face challenges during adoption: Understanding the overall architecture and concepts. Integrating Caracal into an existing application or agent codebase. Setting up providers, resources, grants, and policies correctly. Operating the required control plane services. Writing and managing Rego policies. Achieving a successful first deployment with minimal effort. For many organizations, the biggest challenge is not the security model itself but the complexity of the first integration experience. What We Are Looking For Contributors are encouraged to focus on work that improves the experience of an external engineering team adopting Caracal for the first time. Ex

📅 Opened Jun 2, 2026💬 0 comments
Quality: 70/100Contribute
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Contributor Compatibility & Review Speed Analysis for Garudex-Labs/caracal

When evaluating whether to contribute to Garudex-Labs/caracal, 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 Garudex-Labs/caracal acknowledge new external contributions in approximately -. Out of all submitted pull requests from non-core authors in the last 180-day window, 79.5% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to Garudex-Labs/caracal

01

Is Garudex-Labs/caracal welcoming to first-time open-source contributors?

Garudex-Labs/caracal has a recorded first-timer success rate of 85.7%. 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 ~-. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 60.7 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 60.7 places Garudex-Labs/caracal in the Welcoming tier.

04

What is the external contributor pull request merge rate for Garudex-Labs/caracal?

The external pull request merge rate is 79.5%. 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 Garudex-Labs/caracal?

Garudex-Labs/caracal 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 Garudex-Labs/caracal 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.