villagesql/villagesql-server - Open Source PR Review Scorecard

VillageSQL - a drop-in replacement for MySQL with extensions

C-Rank Grade: A (Welcoming) - 69/100

External PR Merge Rate: 85%

Response Time: 1d

First Timer Success: 79%

Frequently Asked Questions

Is villagesql/villagesql-server welcoming to first-time open-source contributors?

villagesql/villagesql-server has a recorded first-timer success rate of 78.6%. 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 villagesql/villagesql-server respond to incoming external pull requests in approximately 24.5 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 68.9 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 68.9 places villagesql/villagesql-server in the A tier.

What is the external contributor pull request merge rate for villagesql/villagesql-server?

The external contributor pull request merge rate for villagesql/villagesql-server is 84.8%, based on public PR activity from non-core contributors.

Are there Good First Issues available in villagesql/villagesql-server?

villagesql/villagesql-server currently has 14 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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VillageSQL - a drop-in replacement for MySQL with extensions

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AI Maintainer Review Guidelines

Review Persona

Welcoming Community Builder

Warmth Score
8.8/10
Patience Score
8.8/10
Nitpick Rate
25%

Highly welcoming maintainers in villagesql/villagesql-server. Prompt code reviews with positive guidance for new contributors.

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 days+
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
84.8%
High acceptance rate for external PRs

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
78.6%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
20 core
Highly collaborative maintainer core
Diagnostic Health HUD
84.8%
Merge Gauge
78.6%
1st-Timer
Community Vibe69/100

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Active Good First Issues (5)

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Filed as an extension proposal — buildable on shipped VEF today (scalar functions only). Suitable as a good first extension; use the vsql-extension-builder skill to scaffold and implement. What should the extension do? Wraps Yann Collet's xxHash — an extremely fast non-cryptographic hash family — and exposes 32-, 64-, and 128-bit variants as SQL scalars. Useful for sharding, deduplication, change-detection, and hash-join helpers where the GHz-per-byte throughput of cryptographic hashes is wasted. Proposed repo name: vsql-xxhash (install name vsql_xxhash). SELECT xxh64('[email protected]') % 16 AS shard; SELECT id FROM rows WHERE xxh128_hex(payload) <> stored_digest; What it does Computes XXH32, XXH64, and XXH128 hashes of an input string. 32-bit variant returns a signed INT, 64-bit returns a signed BIGINT, 128-bit returns its hex string (32 lowercase chars). Deterministic and seed-stable across calls and across machines. Not cryptographic. Do not use for passwords, authenticat

📅 Opened Jun 12, 2026💬 0 comments
Quality: 80/100Contribute

Filed as an extension proposal — buildable on shipped VEF today (scalar functions only). Suitable as a good first extension; use the vsql-extension-builder skill to scaffold and implement. What should the extension do? Port of PostgreSQL contrib unaccent to VillageSQL. Strips accents and diacritics from text — turning café into cafe and naïve into naive — so search, indexing, and slug generation can ignore accent variation without lossy casefolding. Proposed repo name: vsql-unaccent (install name vsql_unaccent). SELECT unaccent('Café NAÏVE Zürich'); -- 'Cafe NAIVE Zurich' CREATE INDEX ON people ((unaccent(name))); What it does Folds accented Latin, Greek, and Cyrillic letters to their unaccented ASCII counterparts. Preserves case: É becomes E, é becomes e. Leaves non-letter characters, digits, and ASCII letters untouched. Single-pass, deterministic, and safe to use in indexes and generated columns. Buffer is sized generously so long fields (paragraphs, descriptions) pass

📅 Opened Jun 12, 2026💬 0 comments
Quality: 80/100Contribute

Filed as an extension proposal — buildable on shipped VEF today (scalar functions only). Suitable as a good first extension; use the vsql-extension-builder skill to scaffold and implement. What should the extension do? Port of Supabase's pg_jsonschema to VillageSQL. Validates a JSON document against a JSON Schema and returns either a boolean verdict or a human-readable error message, so schemas can live next to the data and be enforced in CHECK constraints. Proposed repo name: vsql-jsonschema (install name vsql_jsonschema). CREATE TABLE events ( id BIGINT PRIMARY KEY, payload JSON, CHECK (jsonschema_valid('{"type":"object","required":["kind"]}', payload)) ); SELECT jsonschema_errors('{"type":"object","required":["kind"]}', '{}'); -- 'missing required property: kind' What it does Validates a JSON document against a JSON Schema (draft 2020-12 by default) and returns TRUE or FALSE. Returns a single human-readable error message describing the first failing validation rule, or NULL

📅 Opened Jun 12, 2026💬 1 comment
Quality: 80/100Contribute

Filed as an extension proposal — buildable on shipped VEF today (scalar functions + fixed-length custom types). Suitable as a good first extension; use the vsql-extension-builder skill to scaffold and implement. What should the extension do? Port of PostgreSQL contrib isn to VillageSQL. Adds custom types for international standard product identifiers — ISBN, ISSN, EAN13, UPC, and ISMN — with check-digit validation on input and canonical formatting on output. Proposed repo name: vsql-isn (install name vsql_isn). CREATE TABLE books (id ISBN PRIMARY KEY, title TEXT); INSERT INTO books VALUES ('978-0-13-110362-7', 'The C Programming Language'); SELECT isbn_to_ean13(id) FROM books; What it does Defines one fixed-length custom type per identifier family: isbn, issn, ean13, upc, and ismn. Each rejects malformed input and stores in a compact binary form. Validates check digits on INSERT and UPDATE. Bad check digits raise an error rather than silently storing junk. Reformats on output to

📅 Opened Jun 12, 2026💬 0 comments
Quality: 80/100Contribute

Filed as an extension proposal — buildable on shipped VEF today (scalar + aggregate + variable-length custom type). Suitable as a good first extension; use the vsql-extension-builder skill to scaffold and implement. What should the extension do? Port of Citus Data's postgresql-hll to VillageSQL. Adds a hll custom type and the supporting functions to estimate the cardinality of large sets in roughly 12 KB of state, with bounded error and no exact-count scan. Proposed repo name: vsql-hll (install name vsql_hll). SELECT hll_cardinality(hll_agg(user_id)) FROM events; -- ~ distinct users What it does Defines a variable-length hll custom type that stores a dense HyperLogLog sketch (roughly 12 KB at standard precision). Hashes input values of multiple types into the sketch — text, bigint, hex-encoded bytes, and boolean — so the same extension works for string user-IDs, integer keys, and binary tokens. Estimates the cardinality of the underlying set. Unions two sketches, and aggregates

📅 Opened Jun 12, 2026💬 0 comments
Quality: 80/100Contribute
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Contributor Compatibility & Review Speed Analysis for villagesql/villagesql-server

When evaluating whether to contribute to villagesql/villagesql-server, 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 villagesql/villagesql-server acknowledge new external contributions in approximately 1 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 84.8% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to villagesql/villagesql-server

01

Is villagesql/villagesql-server welcoming to first-time open-source contributors?

villagesql/villagesql-server has a recorded first-timer success rate of 78.6%. 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 ~1 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 68.9 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 68.9 places villagesql/villagesql-server in the Welcoming tier.

04

What is the external contributor pull request merge rate for villagesql/villagesql-server?

The external pull request merge rate is 84.8%. 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 villagesql/villagesql-server?

Yes, villagesql/villagesql-server currently has 14 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 villagesql/villagesql-server 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.