matrixarkai/TemporalStore - Open Source PR Review Scorecard

Open-source Rust TemporalStore for LLM context management, temporal features, and risk control

C-Rank Grade: S (Elite) - 75/100

External PR Merge Rate: 94%

Response Time: 5h

First Timer Success: 100%

Frequently Asked Questions

Is matrixarkai/TemporalStore welcoming to first-time open-source contributors?

matrixarkai/TemporalStore has a recorded first-timer success rate of 100.0%. Repositories ranked S 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 matrixarkai/TemporalStore respond to incoming external pull requests in approximately 5.5 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 75.4 C-Rank™ score (S 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 75.4 places matrixarkai/TemporalStore in the S tier.

What is the external contributor pull request merge rate for matrixarkai/TemporalStore?

The external contributor pull request merge rate for matrixarkai/TemporalStore is 93.8%, based on public PR activity from non-core contributors.

Are there Good First Issues available in matrixarkai/TemporalStore?

matrixarkai/TemporalStore currently has 4 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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matrixarkai/TemporalStore

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Active (30d)S•Elite(75/100)Rust

Open-source Rust TemporalStore for LLM context management, temporal features, and risk control

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AI Maintainer Review Guidelines

Review Persona

Active Open-Source Maintainer

Warmth Score
7.8/10
Patience Score
8.2/10
Nitpick Rate
20%

Active maintainer team in matrixarkai/TemporalStore welcoming community pull requests and bug fixes.

Top PR Submission Do's

  • •Ensure code complies with repository style conventions
  • •Keep PRs focused and well-documented

Top PR Friction Pitfalls (Don'ts)

  • •Do not submit unlinked PRs without context
  • •Do not break existing automated test suites
Response Velocity
5 hours
Standard maintainer review cycle

Average Response Latency

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

Merge Efficiency
93.8%
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
93.8%
Merge Gauge
100.0%
1st-Timer
Community Vibe93/100

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GetMerged C-Rank badge for matrixarkai/TemporalStore
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Active Good First Issues (5)

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tools/validate_page_block_metrics_conformance.py exits 1 on main and says so clearly — the runner it validates against has never existed in this repository. No workflow runs it, so nothing has noticed. Reproduce it cd tools && python3 validate_page_block_metrics_conformance.py; echo "rc=$?" rc=1, and its own message states the problem better than a summary could: cannot run: run_matrixark_rust_scale_report.py is absent from this repository, and it is the runner this validates the published contract against. Five files still refer to it and no version of this repository has contained it. Either it belongs here, or this validator does not. That last sentence is the whole issue, and the validator author left it deliberately. What to do Establish which of the two it is, and say so in the pull request: The runner belongs here and was never brought over. Then this validator is correct and blocked, and the right change is probably not yours to make — say what you found, name the five f

📅 Opened Oct 1, 2026💬 0 comments
Quality: 90/100Contribute

tools/validate_storage_proxy_client_conformance_coverage.py exits 1 on main, and no workflow runs it, so nothing has noticed. One of its assertions names a Rust module that does not exist. Reproduce it cd tools && python3 validate_storage_proxy_client_conformance_coverage.py; echo "rc=$?" rc=1, and it prints a list headed missing Rust shared-corpus test markers:. The assertion that cannot pass validate_storage_proxy_client_conformance_coverage.py:96 if "mod slot_store;" not in ENGINE.read_text(): validate_storage_proxy_client_conformance_coverage.py:97 fail("engine.rs must declare slot_store runtime module") git grep -c 'mod slot_store' -- crates/ # 0 git grep -c 'mod block_store' -- crates/ # 1 The second command is the control: the module-declaration shape the validator is looking for does exist in the tree, under a different name. slot_store appears nowhere. What to work out, and please say which in the pull request The module was renamed and this assertion was left

📅 Opened Oct 1, 2026💬 0 comments
Quality: 90/100Contribute

crates/temporalstore-rust/src/wal.rs calls one thing by two names. A rolled write-ahead-log file is a segment in most of the tree and a piece in three helpers, and one function calls the other, so the two names are provably the same unit rather than two related ideas. What is there wal.rs:3191 fn wal_segment_paths(root: &Path, shard_id: ShardId) -> Vec<PathBuf> wal.rs:3203 struct WalPiece wal.rs:3215 fn wal_segment_pieces(root: &Path, shard_id: ShardId) -> Vec<WalPiece> wal_segment_paths calls wal_segment_pieces and discards everything but the paths. So a WalPiece is a WAL segment, and the name piece adds nothing a reader can use. Counts, so the size is clear before you start: git grep -c WalPiece -- crates/ git grep -c wal_segment_pieces -- crates/ git grep -c wal_segment_paths -- crates/ At the time of writing: WalPiece 4, wal_segment_pieces 4, wal_segment_paths 33. The piece spelling is confined to the smaller two. What to change Rename the piece spelling to segment — WalPi

📅 Opened Sep 30, 2026💬 0 comments
Quality: 90/100Contribute

tools/temporalstore-prometheus/vars-exporter/test_vars_to_prom.py asserts on a metric the engine does not emit. The test passes, because it checks the exporter's mapping rather than whether anything produces the input. Reproduce it git grep -n temporalstore_server_partition_page_store_persistent_read_qps -- tools/ git grep -n temporalstore_server_partition_page_store_persistent_read_qps -- crates/ git grep -n partition_page_store_persistent_read_qps -- crates/ The first finds one line, test_vars_to_prom.py:64. The second and third find nothing — neither the Prometheus name nor the /vars source key it would be built from exists anywhere in the engine. For contrast, a metric that really is emitted: git grep -c temporalstore_storage_bucket_bytes -- crates/ What is actually wrong The exporter turns /vars keys into Prometheus names. A test naming a key the server never publishes asserts on a mapping that can never fire in production, so it cannot fail for a reason anyone cares about — a

📅 Opened Sep 30, 2026💬 0 comments
Quality: 90/100Contribute

engine/tests/range_free_bucket_id.rs:111 carries use super::*; which the compiler reports as unused, because the module imports everything it needs explicitly: use super::*; // <- unused use crate::engine::hashing::{block_routing_bucket, routing_bucket_count, stable_object_hash}; use crate::block_store::BlockAddress; use crate::engine::state::{BlockLookupRef, BucketNode}; use std::collections::BTreeMap; Introduced by #1983. It was left in deliberately rather than removed before merge, so that the merged tree is byte-identical to the tree the single-threaded gate ran against — the module's seven tests were gated at adb88e4ae5f0e7081efe27a062577a85271d5bde and removing a line after that would have made the merged artifact differ from the gated one. It is also not worth removing blind. This repository has a recorded incident where an apparently-unused import was a re-export consumed as module.name, invisible to every import-based check,

📅 Opened Sep 27, 2026💬 0 comments
Quality: 90/100Contribute
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Contributor Compatibility & Review Speed Analysis for matrixarkai/TemporalStore

When evaluating whether to contribute to matrixarkai/TemporalStore, 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 matrixarkai/TemporalStore acknowledge new external contributions in approximately 5 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 93.8% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to matrixarkai/TemporalStore

01

Is matrixarkai/TemporalStore welcoming to first-time open-source contributors?

matrixarkai/TemporalStore has a recorded first-timer success rate of 100.0%. Repositories ranked Elite 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 ~5 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 75.4 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 75.4 places matrixarkai/TemporalStore in the Elite tier.

04

What is the external contributor pull request merge rate for matrixarkai/TemporalStore?

The external pull request merge rate is 93.8%. 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 matrixarkai/TemporalStore?

Yes, matrixarkai/TemporalStore currently has 4 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 matrixarkai/TemporalStore 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.