open-telemetry/opentelemetry-cpp - Open Source PR Review Scorecard

The OpenTelemetry C++ Client

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

External PR Merge Rate: 72%

Response Time: 2d

First Timer Success: 75%

Frequently Asked Questions

Is open-telemetry/opentelemetry-cpp welcoming to first-time open-source contributors?

open-telemetry/opentelemetry-cpp has a recorded first-timer success rate of 75.0%. 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 open-telemetry/opentelemetry-cpp respond to incoming external pull requests in approximately 46.0 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 68.6 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 68.6 places open-telemetry/opentelemetry-cpp in the A tier.

What is the external contributor pull request merge rate for open-telemetry/opentelemetry-cpp?

The external contributor pull request merge rate for open-telemetry/opentelemetry-cpp is 72.0%, based on public PR activity from non-core contributors.

Are there Good First Issues available in open-telemetry/opentelemetry-cpp?

open-telemetry/opentelemetry-cpp currently has 9 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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AI Maintainer Review Guidelines

Review Persona

Empathetic Technical Mentor

Warmth Score
7.7/10
Patience Score
8.2/10
Nitpick Rate
30%

Collaborative maintainer environment in open-telemetry/opentelemetry-cpp. Reviews community pull requests with focus on project quality.

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
72.0%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
75.0%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
41 core
Highly collaborative maintainer core
Diagnostic Health HUD
72.0%
Merge Gauge
75.0%
1st-Timer
Community Vibe51/100

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Active Good First Issues (5)

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Summary BatchSpanProcessor and BatchLogRecordProcessor drain their queues during shutdown, but their timeout adjustment converts the default unlimited timeout into 1 microsecond before calling exporter shutdown. With asynchronous OTLP gRPC export enabled, exporter shutdown with 1 microsecond doesn't give enough time to wait for completion and cancels those requests. Steps to reproduce Configure trace and log providers with batch processors and OTLP gRPC exporters in YAML. Generate a small amount of trace and log data. Call ConfiguredSdk::UnInstall() to destroy the providers without explicitly calling ForceFlush() or setting a finite shutdown timeout. Expected Behavior Both a finite and unlimited shutdown timeouts should function as expected. The providers implicitly force flush where the data in the batch processor queues are drained and exported successfully. Observed Behavior Final exports are cancelled during shutdown due to the unlimited timeout being converted to a 1 us timeout.

📅 Opened Oct 8, 2026💬 1 comment
Quality: 90/100Contribute

The two build systems do not agree on which ext headers a consumer is allowed to include. CMake installs four, by name, and excludes the detail and server directories outright, in ext/CMakeLists.txt#L37-L51: FILES_MATCHING PATTERN "http_client.h" PATTERN "http_client_factory.h" PATTERN "http_client_factory_curl.h" PATTERN "url_parser.h" PATTERN "detail" EXCLUDE PATTERN "server" EXCLUDE) Bazel takes all ten, in ext/BUILD#L10: cc_library( name = "headers", hdrs = glob(["include/**/*.h"]), The six a Bazel consumer gets and a CMake consumer does not: ext/include/opentelemetry/ext/http/client/curl/http_client_curl.h ext/include/opentelemetry/ext/http/client/curl/http_operation_curl.h ext/include/opentelemetry/ext/http/client/curl/http_time_util.h ext/include/opentelemetry/ext/http/client/detail/default_factory.h ext/include/opentelemetry/ext/http/server/http_server.h ext/include/opentelemetry/ext/http/server/socket_tools.h Both halves compile. On b4257

📅 Opened Sep 21, 2026💬 5 comments
Quality: 90/100Contribute

Context While working on PR #4574, we found that sdk/include/opentelemetry/sdk/metrics/view/predicate_factory.h uses uint8_t without including <cstdint>. It compiled only because something else in the same translation unit happened to pull that header in transitively. This kind of bug is exactly what include-what-you-use (IWYU) checks are meant to catch, but it slipped through because this header has no matching .cc file of its own to anchor an IWYU check against. Proposal Look into extending the project's IWYU tooling/CI so that header-only files (headers with no corresponding .cc translation unit in the same directory) are also checked for missing or unnecessary includes, rather than relying on incidental coverage from whichever .cc file happens to include them first. Related #4574

📅 Opened Sep 16, 2026💬 4 comments
Quality: 90/100Contribute

Per open-telemetry/opentelemetry-specification#2983 and its fix, open-telemetry/opentelemetry-specification#5305, the metrics spec would require the periodic exporting MetricReader to collect and export whatever metrics were recorded since the last periodic tick before the underlying exporter is shut down. I'm not experienced in opentelemetry-cpp or its codebase, but the following AI-assisted analysis seems to confirm PeriodicExportingMetricReader::Shutdown doesn't currently do this: MetricReader::Shutdown sets the shutdown flag before calling OnShutDown. OnShutDown just wakes the worker thread, joins it, and shuts the exporter down — no extra collect. The worker's own loop exits on that wakeup without re-entering its collect-and-export step (CollectAndExportOnce), since the shutdown flag is checked after waking up, not before. OnForceFlush's wait condition returns immediately once IsShutdown() is true, without the worker having collected anything — so calling ForceFlush() manuall

📅 Opened Sep 8, 2026💬 3 comments
Quality: 90/100Contribute

Describe your environment Reproduced by source read + build on main at 11fa0db0 (also present in v1.28.0, the latest release -- not a regression). sdk/src/resource/resource.cc, Resource::Create. Steps to reproduce Resource Resource::Create(const ResourceAttributes &attributes, const std::string &schema_url) { ... if (resource.attributes_.find(semconv::service::kServiceName) == resource.attributes_.end()) { std::string default_service_name = "unknown_service"; auto it_process_executable_name = resource.attributes_.find(semconv::process::kProcessExecutableName); if (it_process_executable_name != resource.attributes_.end()) { default_service_name += ":" + nostd::get<std::string>(it_process_executable_name->second); } resource.attributes_[semconv::service::kServiceName] = default_service_name; } return resource; } it_process_executable_name->second is an AttributeValue (nostd::variant). nostd::get<std::string> throws if the variant doesn't cu

📅 Opened Sep 7, 2026💬 1 comment
Quality: 50/100Contribute
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Contributor Compatibility & Review Speed Analysis for open-telemetry/opentelemetry-cpp

When evaluating whether to contribute to open-telemetry/opentelemetry-cpp, 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 open-telemetry/opentelemetry-cpp acknowledge new external contributions in approximately 1 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 72.0% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to open-telemetry/opentelemetry-cpp

01

Is open-telemetry/opentelemetry-cpp welcoming to first-time open-source contributors?

open-telemetry/opentelemetry-cpp has a recorded first-timer success rate of 75.0%. 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 ~1 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 68.6 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 68.6 places open-telemetry/opentelemetry-cpp in the Welcoming tier.

04

What is the external contributor pull request merge rate for open-telemetry/opentelemetry-cpp?

The external pull request merge rate is 72.0%. 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 open-telemetry/opentelemetry-cpp?

Yes, open-telemetry/opentelemetry-cpp currently has 9 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 open-telemetry/opentelemetry-cpp 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.