Ashutosh0x/rust-finance - Open Source PR Review Scorecard

A high-performance, ultra low-latency trading terminal and AI-infused daemon built completely in Rust.

C-Rank Grade: D (Risky) - 14/100

External PR Merge Rate: -

Response Time: <1h

First Timer Success: -

Frequently Asked Questions

Is Ashutosh0x/rust-finance welcoming to first-time open-source contributors?

Ashutosh0x/rust-finance has a recorded first-timer success rate of 0.0%. Repositories ranked D 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 Ashutosh0x/rust-finance 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 13.5 C-Rank™ score (D 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 13.5 places Ashutosh0x/rust-finance in the D tier.

What is the external contributor pull request merge rate for Ashutosh0x/rust-finance?

The external contributor pull request merge rate for Ashutosh0x/rust-finance is 0.0%, based on public PR activity from non-core contributors.

Are there Good First Issues available in Ashutosh0x/rust-finance?

Ashutosh0x/rust-finance currently has 10 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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Ashutosh0x/rust-financeD•Risky407
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Ashutosh0x/rust-finance

407
InactiveD•Risky(14/100)Low Sample (<20 PRs)Rust

A high-performance, ultra low-latency trading terminal and AI-infused daemon built completely in Rust.

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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 Ashutosh0x/rust-finance. Reviews community pull requests with focus on project quality.

What Contributors Actually Say

Discussions in Ashutosh0x/rust-finance 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
<1 hour
⚡ Fast reviewer response

Average Response Latency

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

Merge Efficiency
0.0%
Selective 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
CRITICAL BUS FACTOR
Single maintainer
No active GitHub maintainers found (may review internally on Gerrit or internal tools)
Diagnostic Health HUD
0.0%
Merge Gauge
0.0%
1st-Timer
Community Vibe30/100

Embed C-Rank Badge

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

GetMerged C-Rank badge for Ashutosh0x/rust-finance
[![GetMerged C-Rank](https://getmerged.abhishekco.de/api/badge/Ashutosh0x/rust-finance)](https://getmerged.abhishekco.de/Ashutosh0x/rust-finance?utm_source=github&utm_medium=badge)

Active Good First Issues (5)

View on GitHub

Add a replay fixture for Binance candlestick WebSocket messages that exercises the gap detector. Acceptance criteria: Include normal, missing-sequence, duplicate, and stale-heartbeat scenarios. Test that gaps are detected without panics. Keep fixtures small and redacted; no credentials. Link the test to the ingestion gap-detector behavior.

📅 Opened Apr 30, 2026💬 0 comments
Quality: 55/100Contribute

Add benchmark coverage for the market-making quote path when regime gating and toxicity inputs are enabled. Acceptance criteria: Add or extend a benchmark that isolates quote generation. Include baseline parameters and at least one stressed regime/toxicity case. Report allocations if the benchmark framework supports it. Do not change model behavior in the benchmark PR.

📅 Opened Apr 30, 2026💬 0 comments
Quality: 70/100Contribute

Add the contributor quality commands to docs/SETUP.md so new contributors do not need to hunt through CI files. Acceptance criteria: Include cargo fmt, cargo test, cargo clippy, cargo deny, and cargo audit commands. Mention which checks are quick versus full-gate. Link to CONTRIBUTING.md. Keep commands copy-pasteable on Windows PowerShell where practical.

📅 Opened Apr 30, 2026💬 1 comment
Quality: 80/100Contribute

Clean up visible encoding artifacts in README.md and nearby docs. Acceptance criteria: Replace mojibake artifacts with plain ASCII equivalents where possible. Preserve meaning and avoid unrelated copy edits. Run git diff --check. Do not touch Rust source files.

📅 Opened Apr 30, 2026💬 0 comments
Quality: 65/100Contribute

Add parser regression tests for malformed FIX 4.4 inputs. Acceptance criteria: Cover invalid checksum, malformed tag, missing required field, and truncated message cases. Assert no panic and a structured error result. Add comments explaining why each case matters. Keep fixtures small and safe to inspect publicly.

📅 Opened Apr 30, 2026💬 0 comments
Quality: 55/100Contribute
Looking for more Rust beginner tasks?Explore Rust GFI

Contributor Community Vibe Feedback

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Contributor Compatibility & Review Speed Analysis for Ashutosh0x/rust-finance

When evaluating whether to contribute to Ashutosh0x/rust-finance, 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 Ashutosh0x/rust-finance acknowledge new external contributions in approximately <1 hour. Out of all submitted pull requests from non-core authors in the last 180-day window, 0.0% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to Ashutosh0x/rust-finance

01

Is Ashutosh0x/rust-finance welcoming to first-time open-source contributors?

Ashutosh0x/rust-finance has a recorded first-timer success rate of 0.0%. Repositories ranked Risky 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 ~<1 hour. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 13.5 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 13.5 places Ashutosh0x/rust-finance in the Risky tier.

04

What is the external contributor pull request merge rate for Ashutosh0x/rust-finance?

The external pull request merge rate is 0.0%. 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 Ashutosh0x/rust-finance?

Yes, Ashutosh0x/rust-finance currently has 10 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 Ashutosh0x/rust-finance 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.