gioblu/NPC-Forge - Open Source PR Review Scorecard

The open-source neuro-symbolic AI agent framework.

C-Rank Grade: B (Solid) - 48/100

External PR Merge Rate: 100%

Response Time: 12h

First Timer Success: -

Frequently Asked Questions

Is gioblu/NPC-Forge welcoming to first-time open-source contributors?

gioblu/NPC-Forge has a recorded first-timer success rate of 0.0%. 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 gioblu/NPC-Forge respond to incoming external pull requests in approximately 12.0 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 47.6 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 47.6 places gioblu/NPC-Forge in the B tier.

What is the external contributor pull request merge rate for gioblu/NPC-Forge?

The external contributor pull request merge rate for gioblu/NPC-Forge is 100.0%, based on public PR activity from non-core contributors.

Are there Good First Issues available in gioblu/NPC-Forge?

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

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gioblu/NPC-Forge

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Active (30d)B•Solid(48/100)Low Sample (<20 PRs)Python

The open-source neuro-symbolic AI agent framework.

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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 gioblu/NPC-Forge. Reviews community pull requests with focus on project quality.

What Contributors Actually Say

Discussions in gioblu/NPC-Forge 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
11 hours
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
100.0%
High acceptance rate for external PRs

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
100.0%
Merge Gauge
0.0%
1st-Timer
Community Vibe61/100

Embed C-Rank Badge

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

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

Active Good First Issues (1)

View on GitHub

(This is a minor packaging glitch rather than an issue with npc-forge specifically.) The setup script reports a successful install of npc-forge, but after the installation completes, no npc-forge binary is present in the path (and $PATH seems unmodified after the script has run). $ chmod +x setup.sh && ./setup.sh --dev NPC-FORGE User Installation 🔧 Dev mode — symlinking from /Users/rob/Projects/termy/NPC-Forge 🙋 Installing for user: rob Copying sources to /Users/rob/.local/share/npc-forge... Configuring virtual environment... Setting up npc-forge terminal command... Configuring User Service... macOS detected. Systemd is not available. Verifying environment $PATH... ✅ npc-forge installed successfully in user space Note: Since Systemd is not available, you need to run the server manually: Run 'npc-forge server' in a separate terminal before using the tools. $ which npc-forge | wc -l 0 The user shell is fish, but testing on bash and zsh gives the same result. Exami

📅 Opened Sep 5, 2026💬 3 comments
Quality: 90/100Contribute
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Contributor Compatibility & Review Speed Analysis for gioblu/NPC-Forge

When evaluating whether to contribute to gioblu/NPC-Forge, 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 gioblu/NPC-Forge acknowledge new external contributions in approximately 11 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 100.0% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to gioblu/NPC-Forge

01

Is gioblu/NPC-Forge welcoming to first-time open-source contributors?

gioblu/NPC-Forge has a recorded first-timer success rate of 0.0%. 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 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 47.6 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 47.6 places gioblu/NPC-Forge in the Solid tier.

04

What is the external contributor pull request merge rate for gioblu/NPC-Forge?

The external pull request merge rate is 100.0%. 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 gioblu/NPC-Forge?

Yes, gioblu/NPC-Forge 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 gioblu/NPC-Forge 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.