arthurpanhku/dvalincode - Open Source PR Review Scorecard

Independent security verification for code written by humans and AI agents. Scan, repair, then prove it — Dvalin runs your project's own checks and issues a Verified Fix Record anyone can re-derive offline. Local-first, policy-bound, MIT.

C-Rank Grade: A (Welcoming) - 64/100

External PR Merge Rate: 96%

Response Time: -

First Timer Success: 100%

Frequently Asked Questions

Is arthurpanhku/dvalincode welcoming to first-time open-source contributors?

arthurpanhku/dvalincode has a recorded first-timer success rate of 100.0%. 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 arthurpanhku/dvalincode 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 64.0 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 64.0 places arthurpanhku/dvalincode in the A tier.

What is the external contributor pull request merge rate for arthurpanhku/dvalincode?

The external contributor pull request merge rate for arthurpanhku/dvalincode is 96.2%, based on public PR activity from non-core contributors.

Are there Good First Issues available in arthurpanhku/dvalincode?

arthurpanhku/dvalincode currently has 11 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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arthurpanhku/dvalincode

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InactiveA•Welcoming(64/100)TypeScript

Independent security verification for code written by humans and AI agents. Scan, repair, then prove it — Dvalin runs your project's own checks and issues a Verified Fix Record anyone can re-derive offline. Local-first, policy-bound, MIT.

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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 arthurpanhku/dvalincode. Reviews community pull requests with focus on project quality.

What Contributors Actually Say

Discussions in arthurpanhku/dvalincode 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
-
No reviewer activity recorded

Average Response Latency

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

Merge Efficiency
96.2%
High acceptance rate for external PRs

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
100.0%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
2 core
Small core review team
Diagnostic Health HUD
96.2%
Merge Gauge
100.0%
1st-Timer
Community Vibe68/100

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Active Good First Issues (5)

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Why The roadmap puts fix-verification adoption at "activation rather than another UI projection" — shortening install-to-proof time. The cheapest activation path may not be another Dvalin surface at all. The field is standardising on in-toto / SLSA provenance attestations verified with Sigstore/cosign before promotion: pipelines already check signature and integrity of generation metadata as a gate. A VFR emitted as (or alongside) an in-toto attestation would drop into those pipelines without anyone adopting Dvalin tooling first — the verification happens in machinery they already run. Worth noting the thesis is being restated independently. From a third-party writeup on AI-generated code: provenance "should be captured in the layer that runs the agent before the commit exists, then bound to the diff, scan output, recorded session, and governing policy." That is FVP-1's argument in someone else's words. Validation — and a signal that the window for being the reference implementat

📅 Opened Sep 17, 2026💬 0 comments
Quality: 90/100Contribute

Why The Evidence Pack maps to OpenSSF and ISO-42001 today. Two control sets published since are a closer fit for what Dvalin actually governs, and both are third-party — which is worth more against the roadmap's north star ("trivially approvable by any company's security review") than another profile we wrote ourselves. NSA — Model Context Protocol: Security Design Considerations (June 2026) A dated, government-issued control set for exactly the surface docs/GOVERNED-MCP.md covers. Its threat model — prompt injection, tool poisoning, confused-deputy OAuth abuse, token passthrough, supply-chain compromise — lines up with our chokepoints closely enough that a mapping table would mostly be citation, not new work. For contractors and critical-infrastructure operators, "maps to the NSA CSI" is a sentence that ends a procurement argument. OWASP Top 10 for Agentic Applications 2026 Its guidance to "maintain tamper-evident logs with cryptographic binding to agent identity for non-repud

📅 Opened Sep 17, 2026💬 0 comments
Quality: 100/100Contribute

What docs/COMPETITIVE-ANALYSIS.md cites 「EU AI Act 高风险义务 2026-08-02 生效」 as regulatory tailwind in three places — lines 88, 136 and 270. That date no longer holds. Regulation (EU) 2026/1744 (the Digital Omnibus on AI) was published in the Official Journal on 24 July 2026 and entered into force on 27 July 2026. It defers: Annex III standalone high-risk systems: 2 August 2026 → 2 December 2027 Annex I high-risk in regulated products: → 2 August 2028 The Commission's stated reason was that neither industry nor CEN/CENELEC would have harmonised standards ready, and the conformity-assessment infrastructure the Act assumes had not matured. Why it's worth fixing rather than leaving The document argues Dvalin's hash-chain audit and Evidence Pack catch a regulatory wave. That argument survives — but a security reviewer who follows this file will notice the date passed with nothing happening, which undercuts the surrounding claims more than the correction costs. The ta

📅 Opened Sep 17, 2026💬 0 comments
Quality: 100/100Contribute

What Dvalin's MCP client and server disagree about which protocol version we speak. src/mcp/client.ts:11 — export const PROTOCOL_VERSION = '2025-06-18', sent by client.ts and stdio.ts on every initialize. src/mcp/server.ts:49 — SUPPORTED_PROTOCOL_VERSIONS = ['2025-11-25', '2025-06-18', '2025-03-26', '2024-11-05']. Nothing is broken: negotiation handles the mismatch and the installed SDK knows up to 2025-11-25 either way. But Dvalin-as-client never negotiates above 2025-06-18 against any external server, so anything added in 2025-11-25 is unreachable from our side of the connection. That looks unintentional rather than chosen — if it is chosen, the constant deserves a comment saying why, since the next person to read it will assume it is drift. While in there: src/mcp/client.ts:12 has CLIENT_INFO = { name: 'dvalincode', version: '0.9.0' }, which is what we announce to every server we connect to. The package is at 0.19.0, so we have been introducing ourselves under a version we s

📅 Opened Sep 17, 2026💬 0 comments
Quality: 90/100Contribute

What is wrong evaluateVerificationGate fails a run whose worktree has no code changes (src/remediation/automate.ts:89), but that condition is not represented in the record's verdict. evaluateFixVerdictV2 (src/security/fixRecord.ts:214) takes checks, remainingTargets, introduced, gate, and the two coverages — nothing about whether anything was edited. So a run where the targets vanished from the re-scan, the project's checks passed, and the repair changed no files issues a record saying verified: true, then throws: src/commands/dvalin.ts:307 hasChanges: Boolean(status.trim()) src/remediation/automate.ts:89 'the remediation worktree has no code changes' This is the same shape as the two-definitions defect closed by #217 / #218 — the command's gate and the record's verdict disagreeing — and it is what remains of it. It is far rarer: it needs the re-scan to stop reporting a finding that no edit removed, which means a flaky or non-deterministic scanner, a scanner that dropped out

📅 Opened Sep 3, 2026💬 1 comment
Quality: 90/100Contribute
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Contributor Compatibility & Review Speed Analysis for arthurpanhku/dvalincode

When evaluating whether to contribute to arthurpanhku/dvalincode, 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 arthurpanhku/dvalincode acknowledge new external contributions in approximately -. Out of all submitted pull requests from non-core authors in the last 180-day window, 96.2% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to arthurpanhku/dvalincode

01

Is arthurpanhku/dvalincode welcoming to first-time open-source contributors?

arthurpanhku/dvalincode has a recorded first-timer success rate of 100.0%. 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 64.0 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 64.0 places arthurpanhku/dvalincode in the Welcoming tier.

04

What is the external contributor pull request merge rate for arthurpanhku/dvalincode?

The external pull request merge rate is 96.2%. 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 arthurpanhku/dvalincode?

Yes, arthurpanhku/dvalincode currently has 11 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 arthurpanhku/dvalincode 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.