Public record
Software health reportschema 0.27.0 · metrics 2.3.1 · 2026-07-26 02:26 UTC

ydb-platform / ydb-cpp-sdk

YDB C++ SDK

C++Apache-2.0★ 19 stars⑂ 31 forkssince Jan 2024View on GitHub ↗

ydb-platform/ydb-cpp-sdk holds a health index of 34 out of 100, placing it in the At Risk band. It scores highest on Vitality (89/100) and lowest on Security (29/100). It was last updated 3 days ago. 12 contributors account for most of its recent work.

34
overall / 100
At Risk

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

34
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 63 is calibrated to 71 on the published index scale (record calibration 2026-08-02). High-Risk Jurisdiction Policy applies a 50% multiplier to weighted overall health and gives it an At Risk ceiling of 34.

Ownership

YDB PlatformOrganization
358 followers143 public repossince Aug 2021

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

89Excellent · 21% of overall
How it's scored
36/36Push recency — last push 3 days ago
23.5/36Commit cadence — 34/52 weeks with commits
18/18Commit volume — 488 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year488
human_commit_share0.98
days_since_last_push3
active_weeks_last_year34
How it's scored
27/27Ships releases — 28 releases published
36/36Release recency — latest release 23 days ago
27/27Release cadence — a release every ~29.5 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count28
latest_release_tagv3.20.0
releases_from_tagsno
days_since_latest_release23
mean_days_between_releases29.5

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

43Weak · 17% of overall
How it's scored
20.4/60Stars — 19 stars
12.3/25Forks — 31 forks
4.3/15Watchers — 7 watchers
Inputs used
forks31
stars19
watchers7
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateno

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

85Excellent · 23% of overall
How it's scored
54/54Bus factor — 12 contributor(s) cover half of all commits
19.3/22.5Commit distribution — top contributor authored 14% of commits
13.5/13.5Contributor breadth — 99 contributors
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Inputs used
bus_factor12
contributors_sampled99
top_contributor_share0.144
How it's scored
34.1/42Issue resolution — 81% of issues closed
24/30PR acceptance — 251/314 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs251
open_issues60
closed_issues259
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.812
closed_unmerged_prs63
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
18.4/25Owner reach — 358 followers of ydb-platform
23/25Track record — 143 public repos, account ~4 yr old
Inputs used
followers358
owner_typeOrganization
is_verified
owner_loginydb-platform
public_repos143
account_age_days1,818

Engineering Quality

Are baseline engineering and documentation practices in place?

57Moderate · 19% of overall
How it's scored
24/24CI workflows — 8 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 5 out of 5 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
0/10Wiki
Inputs used
topics
has_wikino
homepage
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

29At Risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 5 out of 5 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 4 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5.8
high_risk_jurisdiction_cap34
high_risk_jurisdiction_multiplier50
security_posture_after_multiplier29
security_posture_before_jurisdiction58
High-Risk Jurisdiction Policy applies a 50% multiplier and gives Security posture an At risk ceiling of 34.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

52Moderate · 4% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
24.5/40Legible commit history — 45 of 98 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.459
agent_instruction_files
agent_instruction_max_bytes
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
11/11Static type checking — C++ (statically typed)
10/10Reproducible environment — devcontainer, Dockerfile
2/10Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileyes
typed_languageyes
bootstrap_files
has_devcontaineryes
has_linter_configno
typecheck_configs
agent_commit_share0.01
toolchain_manifests
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — C++ (statically typed)
54.5/55Manageable file sizes — 21/2,303 source files over 60KB
Inputs used
primary_languageC++
largest_source_bytes158,990
source_files_sampled2,303
oversized_source_files21
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — library/cpp/blockcodecs/fuzz/proto/case.proto, library/cpp/monlib/encode/legacy_protobuf/protos/metric_meta.proto, library/cpp/monlib/encode/protobuf/protos/samples.proto, src/api/client/yc_private/accessservice/sensitive.proto, src/api/client/yc_private/iam/iam_token.proto, src/api/client/yc_private/iam/iam_token_service.proto, src/api/client/yc_private/iam/iam_token_service_subject.proto, src/api/client/yc_private/iam/oauth_request.proto, src/api/client/yc_private/iam/service_account.proto, src/api/client/yc_private/iam/service_account_service.proto, src/api/client/yc_private/iam/user_account.proto, src/api/client/yc_private/iam/user_account_service.proto, src/api/client/yc_private/iam/yandex_passport_cookie.proto, src/api/client/yc_private/operation/operation.proto, src/api/client/yc_public/common/validation.proto, src/api/client/yc_public/iam/iam_token_service.proto, src/api/grpc/draft/dummy.proto, src/api/grpc/draft/fq_v1.proto, src/api/grpc/draft/ydb_backup_v1.proto, src/api/grpc/draft/ydb_bridge_v1.proto, src/api/grpc/draft/ydb_clickhouse_internal_v1.proto, src/api/grpc/draft/ydb_datastreams_v1.proto, src/api/grpc/draft/ydb_dynamic_config_v1.proto, src/api/grpc/draft/ydb_logstore_v1.proto, src/api/grpc/draft/ydb_maintenance_v1.proto, src/api/grpc/draft/ydb_nbs_v1.proto, src/api/grpc/draft/ydb_object_storage_v1.proto, src/api/grpc/draft/ydb_persqueue_v1.proto, src/api/grpc/draft/ydb_replication_v1.proto, src/api/grpc/draft/ydb_sqs_topic_v1.proto, src/api/grpc/draft/ydb_tablet_v1.proto, src/api/grpc/draft/ydb_test_shard_v1.proto, src/api/grpc/draft/ydb_view_v1.proto, src/api/grpc/draft/ydb_ymq_v1.proto, src/api/grpc/ydb_auth_v1.proto, src/api/grpc/ydb_cms_v1.proto, src/api/grpc/ydb_config_v1.proto, src/api/grpc/ydb_coordination_v1.proto, src/api/grpc/ydb_debug_v1.proto, src/api/grpc/ydb_discovery_v1.proto, src/api/grpc/ydb_export_v1.proto, src/api/grpc/ydb_federation_discovery_v1.proto, src/api/grpc/ydb_import_v1.proto, src/api/grpc/ydb_keyvalue_v1.proto, src/api/grpc/ydb_keyvalue_v2.proto, src/api/grpc/ydb_monitoring_v1.proto, src/api/grpc/ydb_operation_v1.proto, src/api/grpc/ydb_query_v1.proto, src/api/grpc/ydb_rate_limiter_v1.proto, src/api/grpc/ydb_scheme_v1.proto, src/api/grpc/ydb_scripting_v1.proto, src/api/grpc/ydb_secret_v1.proto, src/api/grpc/ydb_table_v1.proto, src/api/grpc/ydb_topic_deferred_publish_v1.proto, src/api/grpc/ydb_topic_v1.proto, src/api/protos/annotations/sensitive.proto, src/api/protos/annotations/validation.proto, src/api/protos/draft/datastreams.proto, src/api/protos/draft/field_transformation.proto, src/api/protos/draft/fq.proto, src/api/protos/draft/persqueue_common.proto, src/api/protos/draft/persqueue_error_codes.proto, src/api/protos/draft/ydb_backup.proto, src/api/protos/draft/ydb_bridge.proto, src/api/protos/draft/ydb_dynamic_config.proto, src/api/protos/draft/ydb_logstore.proto, src/api/protos/draft/ydb_maintenance.proto, src/api/protos/draft/ydb_nbs.proto, src/api/protos/draft/ydb_object_storage.proto, src/api/protos/draft/ydb_replication.proto, src/api/protos/draft/ydb_tablet.proto, src/api/protos/draft/ydb_test_shard.proto, src/api/protos/draft/ydb_view.proto, src/api/protos/draft/ymq.proto, src/api/protos/persqueue_error_codes_v1.proto, src/api/protos/ydb_auth.proto, src/api/protos/ydb_bridge_common.proto, src/api/protos/ydb_clickhouse_internal.proto, src/api/protos/ydb_cms.proto, src/api/protos/ydb_common.proto, src/api/protos/ydb_config.proto, src/api/protos/ydb_coordination.proto, src/api/protos/ydb_debug.proto, src/api/protos/ydb_discovery.proto, src/api/protos/ydb_export.proto, src/api/protos/ydb_federation_discovery.proto, src/api/protos/ydb_formats.proto, src/api/protos/ydb_import.proto, src/api/protos/ydb_issue_message.proto, src/api/protos/ydb_keyvalue.proto, src/api/protos/ydb_monitoring.proto, src/api/protos/ydb_operation.proto, src/api/protos/ydb_persqueue_cluster_discovery.proto, src/api/protos/ydb_persqueue_v1.proto, src/api/protos/ydb_query.proto, src/api/protos/ydb_query_stats.proto, src/api/protos/ydb_rate_limiter.proto, src/api/protos/ydb_scheme.proto, src/api/protos/ydb_scripting.proto, src/api/protos/ydb_secret.proto, src/api/protos/ydb_status_codes.proto, src/api/protos/ydb_table.proto, src/api/protos/ydb_topic.proto, src/api/protos/ydb_topic_deferred_publish.proto, src/api/protos/ydb_value.proto, src/library/operation_id/protos/operation_id.proto, src/library/retry/protos/retry_options.proto
0/20MCP server
40/40Runnable examples — examples, sample
Inputs used
example_dirsexamples, sample
has_mcp_signalno
api_schema_fileslibrary/cpp/blockcodecs/fuzz/proto/case.proto, library/cpp/monlib/encode/legacy_protobuf/protos/metric_meta.proto, library/cpp/monlib/encode/protobuf/protos/samples.proto, src/api/client/yc_private/accessservice/sensitive.proto, src/api/client/yc_private/iam/iam_token.proto, src/api/client/yc_private/iam/iam_token_service.proto, src/api/client/yc_private/iam/iam_token_service_subject.proto, src/api/client/yc_private/iam/oauth_request.proto, src/api/client/yc_private/iam/service_account.proto, src/api/client/yc_private/iam/service_account_service.proto, src/api/client/yc_private/iam/user_account.proto, src/api/client/yc_private/iam/user_account_service.proto, src/api/client/yc_private/iam/yandex_passport_cookie.proto, src/api/client/yc_private/operation/operation.proto, src/api/client/yc_public/common/validation.proto, src/api/client/yc_public/iam/iam_token_service.proto, src/api/grpc/draft/dummy.proto, src/api/grpc/draft/fq_v1.proto, src/api/grpc/draft/ydb_backup_v1.proto, src/api/grpc/draft/ydb_bridge_v1.proto, src/api/grpc/draft/ydb_clickhouse_internal_v1.proto, src/api/grpc/draft/ydb_datastreams_v1.proto, src/api/grpc/draft/ydb_dynamic_config_v1.proto, src/api/grpc/draft/ydb_logstore_v1.proto, src/api/grpc/draft/ydb_maintenance_v1.proto, src/api/grpc/draft/ydb_nbs_v1.proto, src/api/grpc/draft/ydb_object_storage_v1.proto, src/api/grpc/draft/ydb_persqueue_v1.proto, src/api/grpc/draft/ydb_replication_v1.proto, src/api/grpc/draft/ydb_sqs_topic_v1.proto, src/api/grpc/draft/ydb_tablet_v1.proto, src/api/grpc/draft/ydb_test_shard_v1.proto, src/api/grpc/draft/ydb_view_v1.proto, src/api/grpc/draft/ydb_ymq_v1.proto, src/api/grpc/ydb_auth_v1.proto, src/api/grpc/ydb_cms_v1.proto, src/api/grpc/ydb_config_v1.proto, src/api/grpc/ydb_coordination_v1.proto, src/api/grpc/ydb_debug_v1.proto, src/api/grpc/ydb_discovery_v1.proto, src/api/grpc/ydb_export_v1.proto, src/api/grpc/ydb_federation_discovery_v1.proto, src/api/grpc/ydb_import_v1.proto, src/api/grpc/ydb_keyvalue_v1.proto, src/api/grpc/ydb_keyvalue_v2.proto, src/api/grpc/ydb_monitoring_v1.proto, src/api/grpc/ydb_operation_v1.proto, src/api/grpc/ydb_query_v1.proto, src/api/grpc/ydb_rate_limiter_v1.proto, src/api/grpc/ydb_scheme_v1.proto, src/api/grpc/ydb_scripting_v1.proto, src/api/grpc/ydb_secret_v1.proto, src/api/grpc/ydb_table_v1.proto, src/api/grpc/ydb_topic_deferred_publish_v1.proto, src/api/grpc/ydb_topic_v1.proto, src/api/protos/annotations/sensitive.proto, src/api/protos/annotations/validation.proto, src/api/protos/draft/datastreams.proto, src/api/protos/draft/field_transformation.proto, src/api/protos/draft/fq.proto, src/api/protos/draft/persqueue_common.proto, src/api/protos/draft/persqueue_error_codes.proto, src/api/protos/draft/ydb_backup.proto, src/api/protos/draft/ydb_bridge.proto, src/api/protos/draft/ydb_dynamic_config.proto, src/api/protos/draft/ydb_logstore.proto, src/api/protos/draft/ydb_maintenance.proto, src/api/protos/draft/ydb_nbs.proto, src/api/protos/draft/ydb_object_storage.proto, src/api/protos/draft/ydb_replication.proto, src/api/protos/draft/ydb_tablet.proto, src/api/protos/draft/ydb_test_shard.proto, src/api/protos/draft/ydb_view.proto, src/api/protos/draft/ymq.proto, src/api/protos/persqueue_error_codes_v1.proto, src/api/protos/ydb_auth.proto, src/api/protos/ydb_bridge_common.proto, src/api/protos/ydb_clickhouse_internal.proto, src/api/protos/ydb_cms.proto, src/api/protos/ydb_common.proto, src/api/protos/ydb_config.proto, src/api/protos/ydb_coordination.proto, src/api/protos/ydb_debug.proto, src/api/protos/ydb_discovery.proto, src/api/protos/ydb_export.proto, src/api/protos/ydb_federation_discovery.proto, src/api/protos/ydb_formats.proto, src/api/protos/ydb_import.proto, src/api/protos/ydb_issue_message.proto, src/api/protos/ydb_keyvalue.proto, src/api/protos/ydb_monitoring.proto, src/api/protos/ydb_operation.proto, src/api/protos/ydb_persqueue_cluster_discovery.proto, src/api/protos/ydb_persqueue_v1.proto, src/api/protos/ydb_query.proto, src/api/protos/ydb_query_stats.proto, src/api/protos/ydb_rate_limiter.proto, src/api/protos/ydb_scheme.proto, src/api/protos/ydb_scripting.proto, src/api/protos/ydb_secret.proto, src/api/protos/ydb_status_codes.proto, src/api/protos/ydb_table.proto, src/api/protos/ydb_topic.proto, src/api/protos/ydb_topic_deferred_publish.proto, src/api/protos/ydb_value.proto, src/library/operation_id/protos/operation_id.proto, src/library/retry/protos/retry_options.proto

Key facts

19GitHub stars
99contributors
488commits, last 12 months
3days since last push
28releases
12bus factor
60open issues
package ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 31 ⇿
0Stars
31Forks
28Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

0510152025303022024-032025-052026-07
Major 1Minor 20Patch 7

Each point covers 3 days.

OpenSSF Scorecard 5.8 / 10
5.8aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-26 02:25 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests5 out of 5 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
All dependencies 0

Full resolved dependency set from the GitHub dependency graph: 0 direct and 0 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Dependency advisories not assessed

Advisory matching could not run for this report: No resolved dependencies to assess

Raw JSON report machine-readable
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 4 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "moderate",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 50,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": true,
              "exposures": [
                {
                  "role": "top_contributor",
                  "count": 1,
                  "country": "Russia"
                }
              ],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 1
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "Russia: top_contributor (1)",
                "points": 50,
                "status": "partial",
                "details": [
                  {
                    "code": "jurisdiction_exposure",
                    "params": {
                      "role": "top_contributor",
                      "count": 1,
                      "country": "Russia"
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 52,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 24,
            "inputs": {
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              "legible_history_share": 0.459,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "45 of 98 human commits state their intent (structured subject or explanatory body)",
                "points": 24.5,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 45,
                      "sampled": 98
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "weak",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 45,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": true,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "C++ (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "C++",
              "largest_source_bytes": 158990,
              "source_files_sampled": 2303,
              "oversized_source_files": 21
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C++ (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "21/2303 source files over 60KB",
                "points": 54.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 2303,
                      "oversized": 21
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "excellent",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
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                "sample"
              ],
              "has_mcp_signal": false,
              "api_schema_files": [
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                "library/cpp/monlib/encode/legacy_protobuf/protos/metric_meta.proto",
                "library/cpp/monlib/encode/protobuf/protos/samples.proto",
                "src/api/client/yc_private/accessservice/sensitive.proto",
                "src/api/client/yc_private/iam/iam_token.proto",
                "src/api/client/yc_private/iam/iam_token_service.proto",
                "src/api/client/yc_private/iam/iam_token_service_subject.proto",
                "src/api/client/yc_private/iam/oauth_request.proto",
                "src/api/client/yc_private/iam/service_account.proto",
                "src/api/client/yc_private/iam/service_account_service.proto",
                "src/api/client/yc_private/iam/user_account.proto",
                "src/api/client/yc_private/iam/user_account_service.proto",
                "src/api/client/yc_private/iam/yandex_passport_cookie.proto",
                "src/api/client/yc_private/operation/operation.proto",
                "src/api/client/yc_public/common/validation.proto",
                "src/api/client/yc_public/iam/iam_token_service.proto",
                "src/api/grpc/draft/dummy.proto",
                "src/api/grpc/draft/fq_v1.proto",
                "src/api/grpc/draft/ydb_backup_v1.proto",
                "src/api/grpc/draft/ydb_bridge_v1.proto",
                "src/api/grpc/draft/ydb_clickhouse_internal_v1.proto",
                "src/api/grpc/draft/ydb_datastreams_v1.proto",
                "src/api/grpc/draft/ydb_dynamic_config_v1.proto",
                "src/api/grpc/draft/ydb_logstore_v1.proto",
                "src/api/grpc/draft/ydb_maintenance_v1.proto",
                "src/api/grpc/draft/ydb_nbs_v1.proto",
                "src/api/grpc/draft/ydb_object_storage_v1.proto",
                "src/api/grpc/draft/ydb_persqueue_v1.proto",
                "src/api/grpc/draft/ydb_replication_v1.proto",
                "src/api/grpc/draft/ydb_sqs_topic_v1.proto",
                "src/api/grpc/draft/ydb_tablet_v1.proto",
                "src/api/grpc/draft/ydb_test_shard_v1.proto",
                "src/api/grpc/draft/ydb_view_v1.proto",
                "src/api/grpc/draft/ydb_ymq_v1.proto",
                "src/api/grpc/ydb_auth_v1.proto",
                "src/api/grpc/ydb_cms_v1.proto",
                "src/api/grpc/ydb_config_v1.proto",
                "src/api/grpc/ydb_coordination_v1.proto",
                "src/api/grpc/ydb_debug_v1.proto",
                "src/api/grpc/ydb_discovery_v1.proto",
                "src/api/grpc/ydb_export_v1.proto",
                "src/api/grpc/ydb_federation_discovery_v1.proto",
                "src/api/grpc/ydb_import_v1.proto",
                "src/api/grpc/ydb_keyvalue_v1.proto",
                "src/api/grpc/ydb_keyvalue_v2.proto",
                "src/api/grpc/ydb_monitoring_v1.proto",
                "src/api/grpc/ydb_operation_v1.proto",
                "src/api/grpc/ydb_query_v1.proto",
                "src/api/grpc/ydb_rate_limiter_v1.proto",
                "src/api/grpc/ydb_scheme_v1.proto",
                "src/api/grpc/ydb_scripting_v1.proto",
                "src/api/grpc/ydb_secret_v1.proto",
                "src/api/grpc/ydb_table_v1.proto",
                "src/api/grpc/ydb_topic_deferred_publish_v1.proto",
                "src/api/grpc/ydb_topic_v1.proto",
                "src/api/protos/annotations/sensitive.proto",
                "src/api/protos/annotations/validation.proto",
                "src/api/protos/draft/datastreams.proto",
                "src/api/protos/draft/field_transformation.proto",
                "src/api/protos/draft/fq.proto",
                "src/api/protos/draft/persqueue_common.proto",
                "src/api/protos/draft/persqueue_error_codes.proto",
                "src/api/protos/draft/ydb_backup.proto",
                "src/api/protos/draft/ydb_bridge.proto",
                "src/api/protos/draft/ydb_dynamic_config.proto",
                "src/api/protos/draft/ydb_logstore.proto",
                "src/api/protos/draft/ydb_maintenance.proto",
                "src/api/protos/draft/ydb_nbs.proto",
                "src/api/protos/draft/ydb_object_storage.proto",
                "src/api/protos/draft/ydb_replication.proto",
                "src/api/protos/draft/ydb_tablet.proto",
                "src/api/protos/draft/ydb_test_shard.proto",
                "src/api/protos/draft/ydb_view.proto",
                "src/api/protos/draft/ymq.proto",
                "src/api/protos/persqueue_error_codes_v1.proto",
                "src/api/protos/ydb_auth.proto",
                "src/api/protos/ydb_bridge_common.proto",
                "src/api/protos/ydb_clickhouse_internal.proto",
                "src/api/protos/ydb_cms.proto",
                "src/api/protos/ydb_common.proto",
                "src/api/protos/ydb_config.proto",
                "src/api/protos/ydb_coordination.proto",
                "src/api/protos/ydb_debug.proto",
                "src/api/protos/ydb_discovery.proto",
                "src/api/protos/ydb_export.proto",
                "src/api/protos/ydb_federation_discovery.proto",
                "src/api/protos/ydb_formats.proto",
                "src/api/protos/ydb_import.proto",
                "src/api/protos/ydb_issue_message.proto",
                "src/api/protos/ydb_keyvalue.proto",
                "src/api/protos/ydb_monitoring.proto",
                "src/api/protos/ydb_operation.proto",
                "src/api/protos/ydb_persqueue_cluster_discovery.proto",
                "src/api/protos/ydb_persqueue_v1.proto",
                "src/api/protos/ydb_query.proto",
                "src/api/protos/ydb_query_stats.proto",
                "src/api/protos/ydb_rate_limiter.proto",
                "src/api/protos/ydb_scheme.proto",
                "src/api/protos/ydb_scripting.proto",
                "src/api/protos/ydb_secret.proto",
                "src/api/protos/ydb_status_codes.proto",
                "src/api/protos/ydb_table.proto",
                "src/api/protos/ydb_topic.proto",
                "src/api/protos/ydb_topic_deferred_publish.proto",
                "src/api/protos/ydb_value.proto",
                "src/library/operation_id/protos/operation_id.proto",
                "src/library/retry/protos/retry_options.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
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                "points": 40,
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                "details": [
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                "max_points": 40
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              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
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                "detail": "examples, sample",
                "points": 40,
                "status": "met",
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        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [],
      "scores": {
        "sdk": 2,
        "network-service": 3
      },
      "primary": null,
      "evidence": [
        {
          "tier": "structure",
          "label": "network-service",
          "source": "api_schema",
          "weight": 3
        },
        {
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          "label": "sdk",
          "source": "description:sdk",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "none",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": false
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    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T02:26:18.053621Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/y/ydb-platform/ydb-cpp-sdk.svg",
  "full_name": "ydb-platform/ydb-cpp-sdk",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.3.1, schema v0.27.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics.