Public recordAt risk
Software health reportschema 0.16.0 · metrics 1.13.0 · 2026-07-20 22:22 UTC
redpanda-data / redpanda
Redpanda is a streaming data platform for developers. Kafka API compatible. 10x faster. No ZooKeeper. No JVM!
redpanda-data/redpanda holds a health index of 49 out of 100, placing it in the At risk band. It scores highest on Vitality (96/100) and lowest on Security (48/100). It was last updated today. 8 contributors account for most of its recent work.
49
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
49
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
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.
High-Risk Jurisdiction Policy applies a 75% multiplier to weighted overall health and gives it an At risk ceiling of 49.
Ownership
redpanda-dataOrganization
593 followers132 public repossince Apr 2019
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?
96
Development activity
100Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 36/36 | Commit cadence — 52/52 weeks with commits |
| 18/18 | Commit volume — 9,059 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 9,059 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 3 days ago |
| 27/27 | Release cadence — a release every ~10.2 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 100 |
| latest_release_tag | v26.1.13 |
| releases_from_tags | no |
| days_since_latest_release | 3 |
| mean_days_between_releases | 10.2 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
91
Popularity & adoption
96Excellent
How it's scored
| 60/60 | Stars — 12,357 stars |
| 24.1/25 | Forks — 771 forks |
| 11.8/15 | Watchers — 134 watchers |
Inputs used
| forks | 771 |
| stars | 12,357 |
| watchers | 134 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
86Excellent
How it's scored
| 22.5/22.5 | README |
| 16.9/22.5 | License — license file present, not a recognized license |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | no |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
89
Maintainer resilience (bus factor)
97Excellent
How it's scored
| 54/54 | Bus factor — 8 contributor(s) cover half of all commits |
| 19.8/22.5 | Commit distribution — top contributor authored 12% of commits |
| 13.5/13.5 | Contributor breadth — 100 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 17 contributing companies or organizations |
Inputs used
| bus_factor | 8 |
| contributors_sampled | 100 |
| top_contributor_share | 0.119 |
Issue & PR responsiveness
94Excellent
How it's scored
| 45.6/46.8 | Issue resolution — 98% of issues closed |
| 33.6/38.3 | PR acceptance — 15,929/18,120 decided PRs merged |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Inputs used
| merged_prs | 15,929 |
| open_issues | 293 |
| closed_issues | 11,729 |
| issue_closed_ratio | 0.976 |
| closed_unmerged_prs | 2,191 |
Ownership & stewardship
75Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 19.9/25 | Owner reach — 593 followers of redpanda-data |
| 25/25 | Track record — 132 public repos, account ~7 yr old |
Inputs used
| followers | 593 |
| owner_type | Organization |
| is_verified | — |
| owner_login | redpanda-data |
| public_repos | 132 |
| account_age_days | 2,660 |
Engineering Quality
Are baseline engineering and documentation practices in place?
92
Engineering practices
94Excellent
How it's scored
| 24/24 | CI workflows — 30 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .golangci.yml, .ruff.toml |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://redpanda.com |
| 10/10 | Repository description |
| 10/10 | Topics — 13 topics |
| 0/10 | Wiki |
Inputs used
| topics | kafka, cpp, kubernetes, go, streaming, redpanda, containers, realtime, event-driven, microservices, storage-engine, stream-processing, seastar |
| has_wiki | no |
| homepage | https://redpanda.com |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
48
Security posture
48At risk
Jurisdiction risk alert
High-risk jurisdiction exposure detected
1 contributor organization profilesRussiaSecurity and overall rating: At risk ceiling
Based on self-published public profile locations. This governance signal does not determine nationality, citizenship, intent, sanctions status, or individual trustworthiness.
How jurisdiction exposure is assessedHow it's scored
| 6.8/7.5 | Binary-Artifacts — binaries present in source code |
| 3/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 17 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 5/5 | Fuzzing — project is fuzzed |
| 2.2/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — no data |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 225 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 6.5 |
| high_risk_jurisdiction_cap | 49 |
| high_risk_jurisdiction_multiplier | 75 |
| security_posture_after_multiplier | 48 |
| security_posture_before_jurisdiction | 64 |
Excluded from scoring (no data or not applicable): pinned_dependencies. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 75% multiplier and gives Security posture an At risk ceiling of 49.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
88
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — .github/copilot-instructions.md, CLAUDE.md, src/go/rpk/CLAUDE.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | .github/copilot-instructions.md, CLAUDE.md, src/go/rpk/CLAUDE.md |
| agent_instruction_max_bytes | 12,997 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
96Excellent
How it's scored
| 18/18 | One-command bootstrap — src/go/rpk/Makefile, tests/go/go-kafka-serde/Makefile, tests/go/kgo-verifier/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .golangci.yml, .ruff.toml |
| 11/11 | Static type checking — src/go/rpk/pkg/cli/transform/template/js/tsconfig.json, tests/pyrightconfig.json |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — no data |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | Cargo.lock, go.sum, package-lock.json |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | src/go/rpk/Makefile, tests/go/go-kafka-serde/Makefile, tests/go/kgo-verifier/Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | src/go/rpk/pkg/cli/transform/template/js/tsconfig.json, tests/pyrightconfig.json |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.
Code legibility for models
99Excellent
How it's scored
| 45/45 | Type-checkable code — C++ (statically typed) |
| 54.1/55 | Manageable file sizes — 89/5,292 source files over 60KB |
Inputs used
| primary_language | C++ |
| largest_source_bytes | 463,994 |
| source_files_sampled | 5,292 |
| oversized_source_files | 89 |
How it's scored
| 40/40 | API schema (OpenAPI/GraphQL/proto) — proto/redpanda/core/admin/internal/cloud_topics/v1/level_zero.proto, proto/redpanda/core/admin/internal/cloud_topics/v1/metastore.proto, proto/redpanda/core/admin/internal/datalake/v1/datalake.proto, proto/redpanda/core/admin/internal/shadow_link_internal/v1/shadow_link_internal.proto, proto/redpanda/core/admin/internal/v1/breakglass.proto, proto/redpanda/core/admin/internal/v1/debug.proto, proto/redpanda/core/admin/v2/broker.proto, proto/redpanda/core/admin/v2/cluster.proto, proto/redpanda/core/admin/v2/features.proto, proto/redpanda/core/admin/v2/iceberg.proto, proto/redpanda/core/admin/v2/kafka_connections.proto, proto/redpanda/core/admin/v2/security.proto, proto/redpanda/core/admin/v2/shadow_link.proto, proto/redpanda/core/common/v1/acl.proto, proto/redpanda/core/common/v1/ntp.proto, proto/redpanda/core/common/v1/security_types.proto, proto/redpanda/core/common/v1/tls.proto, proto/redpanda/core/pbgen/options.proto, proto/redpanda/core/pbgen/rpc.proto, proto/redpanda/core/rest/iceberg.proto, proto/redpanda/core/testing/example.proto, proto/redpanda/datalake/date.proto, src/go/rpk/pkg/serde/embed/protobuf/confluent/meta.proto, src/go/rpk/pkg/serde/embed/protobuf/confluent/types/decimal.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/calendar_period.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/color.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/date.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/datetime.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/dayofweek.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/decimal.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/expr.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/fraction.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/interval.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/latlng.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/localized_text.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/money.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/month.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/phone_number.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/postal_address.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/quaternion.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/timeofday.proto, src/v/iceberg/conversion/tests/testdata/complex.proto, src/v/iceberg/conversion/tests/testdata/iceberg_ready_test_messages_edition2023.proto, src/v/iceberg/conversion/tests/testdata/not_supported.proto, src/v/iceberg/conversion/tests/testdata/person.proto, src/v/iceberg/conversion/tests/testdata/proto2.proto, src/v/iceberg/conversion/tests/testdata/unsupported_rp_type.proto, src/v/lsm/proto/manifest.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/composite_extension_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/composite_extension_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/composite_extension_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/empty_proto_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/empty_proto_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/empty_proto_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_ordering_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_ordering_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_ordering_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_proto2_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_proto2_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_proto2_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_proto3_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_proto3_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_proto3_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/extension_ranges_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/extension_ranges_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/extension_ranges_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/file_options_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/file_options_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/file_options_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/imports_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/imports_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/imports_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/map_entry_hack_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/map_entry_hack_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/map_entry_hack_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/message_ordering_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/message_ordering_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/message_ordering_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/message_proto2_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/message_proto2_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/message_proto2_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/message_proto3_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/message_proto3_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/message_proto3_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/nested_extension_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/nested_extension_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/nested_extension_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/oneof_ordering_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/oneof_ordering_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/oneof_ordering_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/package_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/package_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/package_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/repeated_custom_options_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/repeated_custom_options_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/repeated_custom_options_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/service_ordering_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/service_ordering_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/service_ordering_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/service_proto2_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/service_proto2_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/service_proto2_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/service_proto3_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/service_proto3_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/service_proto3_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/syntax_proto2_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/syntax_proto2_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/syntax_proto2_sanitized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/syntax_proto3_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/syntax_proto3_normalized.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/syntax_proto3_sanitized.proto, src/v/redpanda/admin/tests/aip_test_message.proto, src/v/schema/protobuf/confluent/meta.proto, src/v/schema/protobuf/confluent/types/decimal.proto, src/v/schema/protobuf/google/type/calendar_period.proto, src/v/schema/protobuf/google/type/color.proto, src/v/schema/protobuf/google/type/date.proto, src/v/schema/protobuf/google/type/datetime.proto, src/v/schema/protobuf/google/type/dayofweek.proto, src/v/schema/protobuf/google/type/decimal.proto, src/v/schema/protobuf/google/type/expr.proto, src/v/schema/protobuf/google/type/fraction.proto, src/v/schema/protobuf/google/type/interval.proto, src/v/schema/protobuf/google/type/latlng.proto, src/v/schema/protobuf/google/type/localized_text.proto, src/v/schema/protobuf/google/type/money.proto, src/v/schema/protobuf/google/type/month.proto, src/v/schema/protobuf/google/type/phone_number.proto, src/v/schema/protobuf/google/type/postal_address.proto, src/v/schema/protobuf/google/type/quaternion.proto, src/v/schema/protobuf/google/type/timeofday.proto, src/v/serde/protobuf/tests/codegen_test.proto, src/v/serde/protobuf/tests/test_messages_edition2023.proto, src/v/serde/protobuf/tests/three.proto, src/v/serde/protobuf/tests/two.proto, tests/nodejs/protobuf-serde/proto/example.proto, tests/protobuf/payload.proto, tests/rptest/tests/datalake/schemas/linear.proto |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | proto/redpanda/core/admin/internal/cloud_topics/v1/level_zero.proto, proto/redpanda/core/admin/internal/cloud_topics/v1/metastore.proto, proto/redpanda/core/admin/internal/datalake/v1/datalake.proto, proto/redpanda/core/admin/internal/shadow_link_internal/v1/shadow_link_internal.proto, proto/redpanda/core/admin/internal/v1/breakglass.proto, proto/redpanda/core/admin/internal/v1/debug.proto, proto/redpanda/core/admin/v2/broker.proto, proto/redpanda/core/admin/v2/cluster.proto, proto/redpanda/core/admin/v2/features.proto, proto/redpanda/core/admin/v2/iceberg.proto, proto/redpanda/core/admin/v2/kafka_connections.proto, proto/redpanda/core/admin/v2/security.proto, proto/redpanda/core/admin/v2/shadow_link.proto, proto/redpanda/core/common/v1/acl.proto, proto/redpanda/core/common/v1/ntp.proto, proto/redpanda/core/common/v1/security_types.proto, proto/redpanda/core/common/v1/tls.proto, proto/redpanda/core/pbgen/options.proto, proto/redpanda/core/pbgen/rpc.proto, proto/redpanda/core/rest/iceberg.proto, proto/redpanda/core/testing/example.proto, proto/redpanda/datalake/date.proto, src/go/rpk/pkg/serde/embed/protobuf/confluent/meta.proto, src/go/rpk/pkg/serde/embed/protobuf/confluent/types/decimal.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/calendar_period.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/color.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/date.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/datetime.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/dayofweek.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/decimal.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/expr.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/fraction.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/interval.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/latlng.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/localized_text.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/money.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/month.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/phone_number.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/postal_address.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/quaternion.proto, src/go/rpk/pkg/serde/embed/protobuf/google/type/timeofday.proto, src/v/iceberg/conversion/tests/testdata/complex.proto, src/v/iceberg/conversion/tests/testdata/iceberg_ready_test_messages_edition2023.proto, src/v/iceberg/conversion/tests/testdata/not_supported.proto, src/v/iceberg/conversion/tests/testdata/person.proto, src/v/iceberg/conversion/tests/testdata/proto2.proto, src/v/iceberg/conversion/tests/testdata/unsupported_rp_type.proto, src/v/lsm/proto/manifest.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/composite_extension_input.proto, src/v/pandaproxy/schema_registry/test/testdata/protobuf/composite_extension_normalized.proto, 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Key facts
12,357GitHub stars
100contributors
9,059commits, last 12 months
0days since last push
100releases
8bus factor
293open issues
PyPIpackage ecosystems
Data collection warnings
- Could not fetch pypi package 'rptest' from its registry
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
OpenSSF Scorecard 6.5 / 10
6.5aggregate
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).
| 9 | Binary-Artifacts | binaries present in source code |
| 4 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 14 out of 14 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 17 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 10 | Fuzzing | project is fuzzed |
| 9 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 22 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| n/a | Pinned-Dependencies | internal error: internal error: invalid Dockerfile |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 225 existing vulnerabilities detected |
All dependencies not collected
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Raw JSON report machine-readable
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"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "593 followers of redpanda-data",
"points": 19.9,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 593,
"login": "redpanda-data"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "132 public repos, account ~7 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 132
}
},
{
"code": "account_age_years",
"params": {
"years": 7
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 92,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 94,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "30 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 30
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".golangci.yml, .ruff.toml",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml, .ruff.toml"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
"kafka",
"cpp",
"kubernetes",
"go",
"streaming",
"redpanda",
"containers",
"realtime",
"event-driven",
"microservices",
"storage-engine",
"stream-processing",
"seastar"
],
"has_wiki": false,
"homepage": "https://redpanda.com",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://redpanda.com",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "13 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 13
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 48,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Pinned-Dependencies. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 75% multiplier to Security posture and gives it an At risk ceiling of 49.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"pinned_dependencies"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "jurisdiction_posture_adjustment",
"params": {
"cap": 49,
"pct": 75
}
}
],
"value": 48,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 6.5,
"high_risk_jurisdiction_cap": 49,
"high_risk_jurisdiction_multiplier": 75,
"security_posture_after_multiplier": 48,
"security_posture_before_jurisdiction": 64
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "binaries present in source code",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 3,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"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 17 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": "update tool detected",
"points": 7.5,
"status": "met",
"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": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 22 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": "internal error: internal error: invalid Dockerfile",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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 detected",
"points": 5,
"status": "met",
"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": "225 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "good",
"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": 75,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": true,
"exposures": [
{
"role": "contributor_organization",
"count": 1,
"country": "Russia"
}
],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 15
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "Russia: contributor_organization (1)",
"points": 75,
"status": "partial",
"details": [
{
"code": "jurisdiction_exposure",
"params": {
"role": "contributor_organization",
"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": "excellent",
"name": "AI Readiness",
"value": 88,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
".github/copilot-instructions.md",
"CLAUDE.md",
"src/go/rpk/CLAUDE.md"
],
"agent_instruction_max_bytes": 12997
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": ".github/copilot-instructions.md, CLAUDE.md, src/go/rpk/CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".github/copilot-instructions.md, CLAUDE.md, src/go/rpk/CLAUDE.md"
}
}
],
"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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"openssf_scorecard_pinned_dependencies"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 96,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"Cargo.lock",
"go.sum",
"package-lock.json"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"src/go/rpk/Makefile",
"tests/go/go-kafka-serde/Makefile",
"tests/go/kgo-verifier/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"src/go/rpk/pkg/cli/transform/template/js/tsconfig.json",
"tests/pyrightconfig.json"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "src/go/rpk/Makefile, tests/go/go-kafka-serde/Makefile, tests/go/kgo-verifier/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "src/go/rpk/Makefile, tests/go/go-kafka-serde/Makefile, tests/go/kgo-verifier/Makefile"
}
}
],
"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": ".golangci.yml, .ruff.toml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml, .ruff.toml"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "src/go/rpk/pkg/cli/transform/template/js/tsconfig.json, tests/pyrightconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "src/go/rpk/pkg/cli/transform/template/js/tsconfig.json, tests/pyrightconfig.json"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "internal error: internal error: invalid Dockerfile",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 99,
"inputs": {
"primary_language": "C++",
"largest_source_bytes": 463994,
"source_files_sampled": 5292,
"oversized_source_files": 89
},
"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": "89/5292 source files over 60KB",
"points": 54.1,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 5292,
"oversized": 89
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "good",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"api_schema_files": [
"proto/redpanda/core/admin/internal/cloud_topics/v1/level_zero.proto",
"proto/redpanda/core/admin/internal/cloud_topics/v1/metastore.proto",
"proto/redpanda/core/admin/internal/datalake/v1/datalake.proto",
"proto/redpanda/core/admin/internal/shadow_link_internal/v1/shadow_link_internal.proto",
"proto/redpanda/core/admin/internal/v1/breakglass.proto",
"proto/redpanda/core/admin/internal/v1/debug.proto",
"proto/redpanda/core/admin/v2/broker.proto",
"proto/redpanda/core/admin/v2/cluster.proto",
"proto/redpanda/core/admin/v2/features.proto",
"proto/redpanda/core/admin/v2/iceberg.proto",
"proto/redpanda/core/admin/v2/kafka_connections.proto",
"proto/redpanda/core/admin/v2/security.proto",
"proto/redpanda/core/admin/v2/shadow_link.proto",
"proto/redpanda/core/common/v1/acl.proto",
"proto/redpanda/core/common/v1/ntp.proto",
"proto/redpanda/core/common/v1/security_types.proto",
"proto/redpanda/core/common/v1/tls.proto",
"proto/redpanda/core/pbgen/options.proto",
"proto/redpanda/core/pbgen/rpc.proto",
"proto/redpanda/core/rest/iceberg.proto",
"proto/redpanda/core/testing/example.proto",
"proto/redpanda/datalake/date.proto",
"src/go/rpk/pkg/serde/embed/protobuf/confluent/meta.proto",
"src/go/rpk/pkg/serde/embed/protobuf/confluent/types/decimal.proto",
"src/go/rpk/pkg/serde/embed/protobuf/google/type/calendar_period.proto",
"src/go/rpk/pkg/serde/embed/protobuf/google/type/color.proto",
"src/go/rpk/pkg/serde/embed/protobuf/google/type/date.proto",
"src/go/rpk/pkg/serde/embed/protobuf/google/type/datetime.proto",
"src/go/rpk/pkg/serde/embed/protobuf/google/type/dayofweek.proto",
"src/go/rpk/pkg/serde/embed/protobuf/google/type/decimal.proto",
"src/go/rpk/pkg/serde/embed/protobuf/google/type/expr.proto",
"src/go/rpk/pkg/serde/embed/protobuf/google/type/fraction.proto",
"src/go/rpk/pkg/serde/embed/protobuf/google/type/interval.proto",
"src/go/rpk/pkg/serde/embed/protobuf/google/type/latlng.proto",
"src/go/rpk/pkg/serde/embed/protobuf/google/type/localized_text.proto",
"src/go/rpk/pkg/serde/embed/protobuf/google/type/money.proto",
"src/go/rpk/pkg/serde/embed/protobuf/google/type/month.proto",
"src/go/rpk/pkg/serde/embed/protobuf/google/type/phone_number.proto",
"src/go/rpk/pkg/serde/embed/protobuf/google/type/postal_address.proto",
"src/go/rpk/pkg/serde/embed/protobuf/google/type/quaternion.proto",
"src/go/rpk/pkg/serde/embed/protobuf/google/type/timeofday.proto",
"src/v/iceberg/conversion/tests/testdata/complex.proto",
"src/v/iceberg/conversion/tests/testdata/iceberg_ready_test_messages_edition2023.proto",
"src/v/iceberg/conversion/tests/testdata/not_supported.proto",
"src/v/iceberg/conversion/tests/testdata/person.proto",
"src/v/iceberg/conversion/tests/testdata/proto2.proto",
"src/v/iceberg/conversion/tests/testdata/unsupported_rp_type.proto",
"src/v/lsm/proto/manifest.proto",
"src/v/pandaproxy/schema_registry/test/testdata/protobuf/composite_extension_input.proto",
"src/v/pandaproxy/schema_registry/test/testdata/protobuf/composite_extension_normalized.proto",
"src/v/pandaproxy/schema_registry/test/testdata/protobuf/composite_extension_sanitized.proto",
"src/v/pandaproxy/schema_registry/test/testdata/protobuf/empty_proto_input.proto",
"src/v/pandaproxy/schema_registry/test/testdata/protobuf/empty_proto_normalized.proto",
"src/v/pandaproxy/schema_registry/test/testdata/protobuf/empty_proto_sanitized.proto",
"src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_ordering_input.proto",
"src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_ordering_normalized.proto",
"src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_ordering_sanitized.proto",
"src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_proto2_input.proto",
"src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_proto2_normalized.proto",
"src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_proto2_sanitized.proto",
"src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_proto3_input.proto",
"src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_proto3_normalized.proto",
"src/v/pandaproxy/schema_registry/test/testdata/protobuf/enum_proto3_sanitized.proto",
"src/v/pandaproxy/schema_registry/test/testdata/protobuf/extension_ranges_input.proto",
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"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
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},
"warnings": [
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}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 v1.13.0, schema v0.16.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.