BayramAnnakov/claude-reflect - Open Source PR Review Scorecard

A self-learning system for Claude Code that captures corrections, positive feedback, and preferences — then syncs them to CLAUDE.md and AGENTS.md.

C-Rank Grade: C (Moderate) - 35/100

External PR Merge Rate: 33%

Response Time: 121d

First Timer Success: -

Frequently Asked Questions

Is BayramAnnakov/claude-reflect welcoming to first-time open-source contributors?

BayramAnnakov/claude-reflect has a recorded first-timer success rate of 0.0%. Repositories ranked C 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 BayramAnnakov/claude-reflect respond to incoming external pull requests in approximately 2907.3 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 34.7 C-Rank™ score (C 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 34.7 places BayramAnnakov/claude-reflect in the C tier.

What is the external contributor pull request merge rate for BayramAnnakov/claude-reflect?

The external contributor pull request merge rate for BayramAnnakov/claude-reflect is 33.3%, based on public PR activity from non-core contributors.

Are there Good First Issues available in BayramAnnakov/claude-reflect?

BayramAnnakov/claude-reflect does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.

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BayramAnnakov/claude-reflectC•Moderate1.7k
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BayramAnnakov/claude-reflect

1,748
Active (30d)C•Moderate(35/100)Low Sample (<20 PRs)Python

A self-learning system for Claude Code that captures corrections, positive feedback, and preferences — then syncs them to CLAUDE.md and AGENTS.md.

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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 BayramAnnakov/claude-reflect. Reviews community pull requests with focus on project quality.

What Contributors Actually Say

Discussions in BayramAnnakov/claude-reflect 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
121 days+
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
33.3%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
0.0%
No first-timer merges recorded in window

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
1 core
Single maintainer review bottleneck
Diagnostic Health HUD
33.3%
Merge Gauge
0.0%
1st-Timer
Community Vibe13/100

Embed C-Rank Badge

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

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

Active Good First Issues (0)

View on GitHub

No cached good first issues currently tracked for BayramAnnakov/claude-reflect.

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 BayramAnnakov/claude-reflect

When evaluating whether to contribute to BayramAnnakov/claude-reflect, 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 BayramAnnakov/claude-reflect acknowledge new external contributions in approximately 121 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 33.3% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to BayramAnnakov/claude-reflect

01

Is BayramAnnakov/claude-reflect welcoming to first-time open-source contributors?

BayramAnnakov/claude-reflect has a recorded first-timer success rate of 0.0%. Repositories ranked Moderate 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 ~121 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 34.7 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 34.7 places BayramAnnakov/claude-reflect in the Moderate tier.

04

What is the external contributor pull request merge rate for BayramAnnakov/claude-reflect?

The external pull request merge rate is 33.3%. 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 BayramAnnakov/claude-reflect?

BayramAnnakov/claude-reflect 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 BayramAnnakov/claude-reflect 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.