Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-07 11:53 UTC

sift-stack / sift

Sift client libraries and protocol buffers

Rust · PythonMIT★ 21 stars⑂ 8 forkssince Apr 2024View on GitHub ↗

KindLibraryCommand-line toolhow this is determined

#golang #grpc #protobuf #python #rust #streaming #time-series #aerospace #energy #hardware #telemetry #transportation

sift-stack/sift holds a health index of 94 out of 100, placing it in the Exceptional band. It scores highest on Vitality (96/100) and lowest on Community & Adoption (48/100). It was last updated today. 4 contributors account for most of its recent work.

overall / 100

Exceptional

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.

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)

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 81 is calibrated to 94 on the published index scale (record calibration 2026-08-02).

Ownership

SiftOrganization · verified domain

19 followers3 public repossince May 2022

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

Package ecosystems

Registry	Package	Version	Downloads / mo	Versions	Last publish	Tags
Go	github.com/sift-stack/sift/go	v0.4.0	-	4	450 days ago	—
PyPI	sift_stack_py	0.20.0	-	77	12 days ago	sift sift-stack siftstack sift-py

Metrics by category

Vitality

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

96Exceptional · 21% of overall

Development activity

100Exceptional

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 — 387 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	387
human_commit_share	1
days_since_last_push	0
active_weeks_last_year	52

Release discipline

90Excellent

How it's scored

27/27	Ships releases — 92 releases published
36/36	Release recency — latest release 3 days ago
27/27	Release cadence — a release every ~5.6 days
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Inputs used

releases_count	92
latest_release_tag	sift_cli-v0.5.0
releases_from_tags	no
days_since_latest_release	3
mean_days_between_releases	5.6

Community & Adoption

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

48Weak · 17% of overall

Popularity & adoption

28At Risk

How it's scored

21.1/60	Stars — 21 stars
7/25	Forks — 8 forks
0/15	Watchers — 1 watchers

Inputs used

forks	8
stars	21
watchers	1
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

70Good

How it's scored

22.5/22.5	README
22.5/22.5	License — recognized license (MIT)
18/18	CONTRIBUTING guide
0/13.5	Code of conduct
0/7.2	Issue template
0/6.3	PR template

Inputs used

has_readme	yes
has_license	yes
readme_badges	8
has_contributing	yes
has_issue_template	no
has_code_of_conduct	no
readme_badge_services	github.com, pkg.go.dev, shields.io
has_pull_request_template	no

Sustainability & Governance

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

86Excellent · 23% of overall

Maintainer resilience (bus factor)

80Excellent

How it's scored

43.2/54	Bus factor — 4 contributor(s) cover half of all commits
17/22.5	Commit distribution — top contributor authored 25% of commits
13.5/13.5	Contributor breadth — 23 contributors
6/10	OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6

Inputs used

bus_factor	4
contributors_sampled	23
top_contributor_share	0.246

Issue & PR responsiveness

94Exceptional

How it's scored

0/42	Issue resolution — no issues or no data
27.4/30	PR acceptance — 691/756 decided PRs merged
0/13	Newcomer PR acceptance — no first-time contributor's PR decided in 30d
15/15	OpenSSF Scorecard: Code-Review — all changesets reviewed

Inputs used

merged_prs	691
open_issues	0
closed_issues	0
prs_merged_7d	13
prs_decided_7d	13
prs_merged_30d	49
prs_decided_30d	52
issue_closed_ratio	—
closed_unmerged_prs	65
first_time_authors_30d	0
first_time_prs_merged_30d	0
first_time_prs_decided_30d	0

Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

72Good

How it's scored

30/30	Ownership backing — organization-owned
20/20	Verified domain
9.4/25	Owner reach — 19 followers of sift-stack
13/25	Track record — 3 public repos, account ~4 yr old

Inputs used

followers	19
owner_type	Organization
is_verified	yes
owner_login	sift-stack
public_repos	3
account_age_days	1,577

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 2 package(s) on go, pypi
35/35	Publish recency — latest publish 12 days ago
20/20	Version history — 77 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	github.com/sift-stack/sift/go, sift_stack_py
ecosystems	go, pypi
any_deprecated	no
min_days_since_publish	12

Engineering Quality

Are baseline engineering and documentation practices in place?

96Exceptional · 19% of overall

Engineering practices

94Exceptional

How it's scored

24/24	CI workflows — 16 workflow(s)
24/24	Tests present
16/16	Linter config — .ruff.toml, python/pyproject.toml ([tool.ruff])
9.6/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 30 out of 30 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

100Exceptional

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://docs.siftstack.com/
10/10	Repository description
10/10	Topics — 12 topics
10/10	Wiki

Inputs used

topics	golang, grpc, protobuf, python, rust, streaming, time-series, aerospace, energy, hardware, telemetry, transportation
has_wiki	yes
homepage	https://docs.siftstack.com/
docs_site	https://docs.siftstack.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?

67Good · 16% of overall

Security posture

62Moderate

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
3.8/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 30 out of 30 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
1.5/2.5	Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	License — license file detected
7.5/7.5	Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
0/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5	SAST — SAST tool is run on all commits
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 — 54 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	18
scorecard_version	v5.5.0
checks_inconclusive	0
scorecard_aggregate	6.2

Dependency advisories

89Excellent

How it's scored

26.6/35	Direct dependencies free of known advisories — 1 affected: diskcache 5.6.3 (moderate)
25/25	Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
37.2/40	No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 207 days ago

Inputs used

source	osv
advisories	2
affected_packages	1
assessed_packages	33
unassessed_packages	0
affected_by_severity	moderate 1
direct_affected_packages	1

Matched the pypi:sift_stack_py@0.20.0 runtime dependency closure — what installing the published package pulls in — 33 packages. Reachability is not analyzed.

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.

92Excellent · 4% of overall

Agent context & guidance

100Exceptional

How it's scored

45/45	Agent instructions — rust/crates/sift_cli/AGENTS.md, rust/crates/sift_mcp/CLAUDE.md, rust/crates/sift_test_util/CLAUDE.md
15/15	Machine-readable docs (llms.txt) — llms.txt served by the project website (https://docs.siftstack.com/llms.txt)
40/40	Legible commit history — 99 of 100 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	yes
llms_txt_url	https://docs.siftstack.com/llms.txt
legible_history_share	0.99
agent_instruction_files	rust/crates/sift_cli/AGENTS.md, rust/crates/sift_mcp/CLAUDE.md, rust/crates/sift_test_util/CLAUDE.md
agent_instruction_max_bytes	35,502

Verify loop (build / test / typecheck)

82Excellent

How it's scored

18/18	One-command bootstrap — go/justfile, justfile, python/justfile, rust/justfile
22/22	Automated tests
11/11	Lint / format config — .ruff.toml, python/pyproject.toml ([tool.ruff])
11/11	Static type checking — python/lib/sift/py.typed, python/lib/sift_client/py.typed, python/lib/sift_client/resources/py.typed, python/lib/sift_client/resources/sync_stubs/py.typed, python/lib/sift_py/py.typed, rust/crates/sift_stream_bindings/py.typed
10/10	Reproducible environment — lockfile
10/10	Demonstrated agent practice — 13 of the last 100 commits agent-authored or agent-credited
0/8	Automated maintenance — no automated dependency updates observed
0/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0

Inputs used

has_nix	no
has_tests	yes
lockfiles	Cargo.lock, go.sum, uv.lock
has_dockerfile	no
typed_language	yes
bootstrap_files	go/justfile, justfile, python/justfile, rust/justfile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	python/lib/sift/py.typed, python/lib/sift_client/py.typed, python/lib/sift_client/resources/py.typed, python/lib/sift_client/resources/sync_stubs/py.typed, python/lib/sift_py/py.typed, rust/crates/sift_stream_bindings/py.typed
agent_commit_share	0.13
toolchain_manifests	Cargo.toml, go/go.mod, rust/crates/sift_cli/Cargo.toml, rust/crates/sift_connect/Cargo.toml, rust/crates/sift_error/Cargo.toml, rust/crates/sift_mcp/Cargo.toml, rust/crates/sift_pbfs/Cargo.toml, rust/crates/sift_rs/Cargo.toml, rust/crates/sift_stream/Cargo.toml, rust/crates/sift_stream_bindings/Cargo.toml, rust/crates/sift_test_util/Cargo.toml
dependency_bot_commit_share	0

Code legibility for models

93Exceptional

How it's scored

45/45	Type-checkable code — Rust (statically typed)
47.6/55	Manageable file sizes — 171/1,278 source files over 60KB

Inputs used

primary_language	Rust
largest_source_bytes	906,562
source_files_sampled	1,278
oversized_source_files	171

Machine-readable interfaces

100Exceptional

How it's scored

40/40	API schema (OpenAPI/GraphQL/proto) — protos/sift/annotation_logs/v1/annotation_logs.proto, protos/sift/annotations/v1/annotations.proto, protos/sift/api_keys/v2/api_keys.proto, protos/sift/artifacts/v1/artifacts.proto, protos/sift/assets/v1/assets.proto, protos/sift/automation/v1/automation.proto, protos/sift/calculated_channels/v1/calculated_channels.proto, protos/sift/calculated_channels/v2/calculated_channels.proto, protos/sift/campaigns/v1/campaigns.proto, protos/sift/canvas/v1/canvas.proto, protos/sift/channel_schemas/v1/channel_schemas.proto, protos/sift/channel_schemas/v2/channel_schemas.proto, protos/sift/channels/v2/channels.proto, protos/sift/channels/v3/channels.proto, protos/sift/comment/v1/comment.proto, protos/sift/common/type/v1/calculated_channels.proto, protos/sift/common/type/v1/channel_bit_field_element.proto, protos/sift/common/type/v1/channel_config.proto, protos/sift/common/type/v1/channel_data_type.proto, protos/sift/common/type/v1/channel_enum_type.proto, protos/sift/common/type/v1/organization.proto, protos/sift/common/type/v1/resource_identifier.proto, protos/sift/common/type/v1/resource_ref.proto, protos/sift/common/type/v1/user.proto, protos/sift/common/type/v1/user_defined_functions.proto, protos/sift/common/v1/action_type.proto, protos/sift/common/v1/resource_type.proto, protos/sift/data/v1/data.proto, protos/sift/data/v2/data.proto, protos/sift/data_imports/v2/data_imports.proto, protos/sift/dlq_errors/v2/dlq_errors.proto, protos/sift/docs/v1/docs.proto, protos/sift/exports/v1/exports.proto, protos/sift/external_sync/v1/external_sync.proto, protos/sift/families/v1/families.proto, protos/sift/ingest/v1/ingest.proto, protos/sift/ingestion_configs/v1/ingestion_configs.proto, protos/sift/ingestion_configs/v2/ingestion_configs.proto, protos/sift/jobs/v1/jobs.proto, protos/sift/me/v2/me.proto, protos/sift/metadata/v1/metadata.proto, protos/sift/notifications/v1/notifications.proto, protos/sift/panel_configurations/v1/panel_configuration.proto, protos/sift/ping/v1/ping.proto, protos/sift/policies/v1/policies.proto, protos/sift/principal_attributes/v1/principal_attributes.proto, protos/sift/protobuf_descriptors/v2/channel_parsing_options.proto, protos/sift/protobuf_descriptors/v2/protobuf_descriptors.proto, protos/sift/remote_files/v1/remote_files.proto, protos/sift/report_templates/v1/report_templates.proto, protos/sift/reports/v1/reports.proto, protos/sift/resource_attribute/v1/resource_attribute.proto, protos/sift/roles/v2/roles.proto, protos/sift/rule_evaluation/v1/rule_evaluation.proto, protos/sift/rules/v1/rules.proto, protos/sift/runs/v2/runs.proto, protos/sift/saved_searches/v1/saved_searches.proto, protos/sift/tags/v1/tags.proto, protos/sift/tags/v2/tags.proto, protos/sift/test_reports/v1/test_reports.proto, protos/sift/unit/v2/unit.proto, protos/sift/user_defined_functions/v1/user_defined_functions.proto, protos/sift/user_groups/v2/user_groups.proto, protos/sift/users/v2/users.proto, protos/sift/views/v1/views.proto, protos/sift/views/v2/views.proto, protos/sift/webhooks/v1/webhooks.proto
0/20	MCP server — not applicable to this kind of software
40/40	Runnable examples — examples, notebooks

Inputs used

example_dirs	examples, notebooks
has_mcp_signal	no
api_schema_files	protos/sift/annotation_logs/v1/annotation_logs.proto, protos/sift/annotations/v1/annotations.proto, protos/sift/api_keys/v2/api_keys.proto, protos/sift/artifacts/v1/artifacts.proto, protos/sift/assets/v1/assets.proto, protos/sift/automation/v1/automation.proto, protos/sift/calculated_channels/v1/calculated_channels.proto, protos/sift/calculated_channels/v2/calculated_channels.proto, protos/sift/campaigns/v1/campaigns.proto, protos/sift/canvas/v1/canvas.proto, protos/sift/channel_schemas/v1/channel_schemas.proto, protos/sift/channel_schemas/v2/channel_schemas.proto, protos/sift/channels/v2/channels.proto, protos/sift/channels/v3/channels.proto, protos/sift/comment/v1/comment.proto, protos/sift/common/type/v1/calculated_channels.proto, protos/sift/common/type/v1/channel_bit_field_element.proto, protos/sift/common/type/v1/channel_config.proto, protos/sift/common/type/v1/channel_data_type.proto, protos/sift/common/type/v1/channel_enum_type.proto, protos/sift/common/type/v1/organization.proto, protos/sift/common/type/v1/resource_identifier.proto, protos/sift/common/type/v1/resource_ref.proto, protos/sift/common/type/v1/user.proto, protos/sift/common/type/v1/user_defined_functions.proto, protos/sift/common/v1/action_type.proto, protos/sift/common/v1/resource_type.proto, protos/sift/data/v1/data.proto, protos/sift/data/v2/data.proto, protos/sift/data_imports/v2/data_imports.proto, protos/sift/dlq_errors/v2/dlq_errors.proto, protos/sift/docs/v1/docs.proto, protos/sift/exports/v1/exports.proto, protos/sift/external_sync/v1/external_sync.proto, protos/sift/families/v1/families.proto, protos/sift/ingest/v1/ingest.proto, protos/sift/ingestion_configs/v1/ingestion_configs.proto, protos/sift/ingestion_configs/v2/ingestion_configs.proto, protos/sift/jobs/v1/jobs.proto, protos/sift/me/v2/me.proto, protos/sift/metadata/v1/metadata.proto, protos/sift/notifications/v1/notifications.proto, protos/sift/panel_configurations/v1/panel_configuration.proto, protos/sift/ping/v1/ping.proto, protos/sift/policies/v1/policies.proto, protos/sift/principal_attributes/v1/principal_attributes.proto, protos/sift/protobuf_descriptors/v2/channel_parsing_options.proto, protos/sift/protobuf_descriptors/v2/protobuf_descriptors.proto, protos/sift/remote_files/v1/remote_files.proto, protos/sift/report_templates/v1/report_templates.proto, protos/sift/reports/v1/reports.proto, protos/sift/resource_attribute/v1/resource_attribute.proto, protos/sift/roles/v2/roles.proto, protos/sift/rule_evaluation/v1/rule_evaluation.proto, protos/sift/rules/v1/rules.proto, protos/sift/runs/v2/runs.proto, protos/sift/saved_searches/v1/saved_searches.proto, protos/sift/tags/v1/tags.proto, protos/sift/tags/v2/tags.proto, protos/sift/test_reports/v1/test_reports.proto, protos/sift/unit/v2/unit.proto, protos/sift/user_defined_functions/v1/user_defined_functions.proto, protos/sift/user_groups/v2/user_groups.proto, protos/sift/users/v2/users.proto, protos/sift/views/v1/views.proto, protos/sift/views/v2/views.proto, protos/sift/webhooks/v1/webhooks.proto
interfaces_expected_of	—

Excluded from scoring (no data or not applicable): MCP server. Remaining weights renormalized.

Key facts

21GitHub stars

23contributors

387commits, last 12 months

0days since last push

92releases

4bus factor

0open issues

crates.io, Go, PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Could not fetch pypi package 'sift_protos' from its registry
pypi download statistics for 'sift_stack_py' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced

More detail

Star and fork history 0 ★ / 8 ⇿

0Stars

8Forks

66Releases

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.

Major 0Minor 0Patch 0

Each point covers 2 days.

OpenSSF Scorecard 6.2 / 10

6.2aggregate

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 · 2026-09-07 11:52 UTC

10	Binary-Artifacts	no binaries found in the repo
5	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	30 out of 30 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
6	Contributors	project has 2 contributing companies or organizations -- score normalized to 6
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
0	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 0
10	SAST	SAST tool is run on all commits
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	54 existing vulnerabilities detected

Direct dependencies 25

Registry	Package	Version constraint	Manifest
Go	github.com/grpc-ecosystem/grpc-gateway/v2	`v2.16.0`	go/go.mod
Go	github.com/planetscale/vtprotobuf	`v0.6.1-0.20240319094008-0393e58bdf10`	go/go.mod
Go	google.golang.org/grpc	`v1.59.0`	go/go.mod
Go	google.golang.org/protobuf	`v1.34.2`	go/go.mod
PyPI	grpcio	`~=1.13`	python/pyproject.toml
PyPI	PyYAML	`~=6.0`	python/pyproject.toml
PyPI	rapidyaml	`~=0.11`	python/pyproject.toml
PyPI	pandas	`>=2.0,<3.1`	python/pyproject.toml
PyPI	protobuf	`>=5.0`	python/pyproject.toml
PyPI	pydantic	`~=2.10`	python/pyproject.toml
PyPI	eval-type-backport	`~=0.2`	python/pyproject.toml
PyPI	pydantic_core	`~=2.3`	python/pyproject.toml
PyPI	requests	`~=2.25`	python/pyproject.toml
PyPI	requests-toolbelt	`~=1.0`	python/pyproject.toml
PyPI	alive-progress	`~=3.0`	python/pyproject.toml
PyPI	diskcache	`~=5.6`	python/pyproject.toml
PyPI	pandas-stubs	`>=2.0,<4.0`	python/pyproject.toml
PyPI	types-PyYAML	`~=6.0`	python/pyproject.toml
PyPI	types-protobuf	`>=5.0`	python/pyproject.toml
PyPI	typing-extensions	`~=4.6`	python/pyproject.toml
PyPI	types-requests	`~=2.25`	python/pyproject.toml
PyPI	googleapis-common-protos	`>=1.60`	python/pyproject.toml
PyPI	protoc-gen-openapiv2	`>=0.0.1`	python/pyproject.toml
PyPI	filelock	`~=3.15`	python/pyproject.toml
PyPI	tomli	`~=2.0`	python/pyproject.toml

All dependencies 436

Full resolved dependency set from the GitHub dependency graph: 66 direct and 370 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
Go	github.com/grpc-ecosystem/grpc-gateway/v2	`2.16.0`	direct
Go	github.com/planetscale/vtprotobuf	`0.6.1-0.20240319094008-0393e58bdf10`	direct
Go	google.golang.org/grpc	`1.59.0`	direct
Go	google.golang.org/protobuf	`1.34.2`	direct
PyPI	alive-progress	`—`	direct
PyPI	alive-progress	`3.1.5`	direct
PyPI	alive-progress	`3.3.0`	direct
PyPI	diskcache	`5.6.3`	direct
PyPI	eval-type-backport	`—`	direct
PyPI	eval-type-backport	`0.3.1`	direct
PyPI	filelock	`—`	direct
PyPI	filelock	`3.16.1`	direct
PyPI	filelock	`3.19.1`	direct
PyPI	filelock	`3.29.0`	direct
PyPI	googleapis-common-protos	`—`	direct
PyPI	googleapis-common-protos	`1.73.0`	direct
PyPI	googleapis-common-protos	`1.75.0`	direct
PyPI	grpcio	`—`	direct
PyPI	grpcio	`1.70.0`	direct
PyPI	grpcio	`1.80.0`	direct
PyPI	pandas	`—`	direct
PyPI	pandas	`2.0.3`	direct
PyPI	pandas	`2.3.3`	direct
PyPI	pandas	`3.0.3`	direct
PyPI	pandas-stubs	`—`	direct
PyPI	pandas-stubs	`2.0.2.230605`	direct
PyPI	pandas-stubs	`2.2.2.240807`	direct
PyPI	pandas-stubs	`2.3.3.260113`	direct
PyPI	pandas-stubs	`3.0.0.260204`	direct
PyPI	protobuf	`—`	direct
PyPI	protobuf	`5.29.6`	direct
PyPI	protobuf	`6.33.6`	direct
PyPI	protoc-gen-openapiv2	`—`	direct
PyPI	protoc-gen-openapiv2	`0.0.1`	direct
PyPI	pydantic	`—`	direct
PyPI	pydantic	`2.10.6`	direct
PyPI	pydantic	`2.13.4`	direct
PyPI	pydantic-core	`—`	direct
PyPI	pydantic-core	`2.27.2`	direct
PyPI	pydantic-core	`2.46.4`	direct
PyPI	pyyaml	`—`	direct
PyPI	pyyaml	`6.0.3`	direct
PyPI	rapidyaml	`—`	direct
PyPI	rapidyaml	`0.12.1`	direct
PyPI	requests	`—`	direct
PyPI	requests	`2.32.4`	direct
PyPI	requests	`2.32.5`	direct
PyPI	requests	`2.34.2`	direct
PyPI	requests-toolbelt	`—`	direct
PyPI	requests-toolbelt	`1.0.0`	direct
PyPI	tomli	`2.4.1`	direct
PyPI	types-protobuf	`—`	direct
PyPI	types-protobuf	`5.29.1.20241207`	direct
PyPI	types-protobuf	`6.32.1.20251210`	direct
PyPI	types-protobuf	`7.34.1.20260518`	direct
PyPI	types-pyyaml	`—`	direct
PyPI	types-pyyaml	`6.0.12.20241230`	direct
PyPI	types-pyyaml	`6.0.12.20250915`	direct
PyPI	types-pyyaml	`6.0.12.20260518`	direct
PyPI	types-requests	`—`	direct
PyPI	types-requests	`2.32.0.20241016`	direct
PyPI	types-requests	`2.32.4.20260107`	direct
PyPI	types-requests	`2.33.0.20260518`	direct
PyPI	typing-extensions	`—`	direct
PyPI	typing-extensions	`4.13.2`	direct
PyPI	typing-extensions	`4.15.0`	direct
crates.io	addr2line	`0.21.0`	indirect
crates.io	adler	`1.0.2`	indirect
crates.io	aho-corasick	`1.1.3`	indirect
crates.io	android-tzdata	`0.1.1`	indirect
crates.io	android_system_properties	`0.1.5`	indirect
crates.io	anyhow	`1.0.82`	indirect
crates.io	async-stream	`0.3.5`	indirect
crates.io	async-stream-impl	`0.3.5`	indirect
crates.io	async-trait	`0.1.80`	indirect
crates.io	autocfg	`1.2.0`	indirect
crates.io	axum	`0.6.20`	indirect
crates.io	axum-core	`0.3.4`	indirect
crates.io	backtrace	`0.3.71`	indirect
crates.io	base64	`0.21.7`	indirect
crates.io	base64	`0.22.0`	indirect
crates.io	bitflags	`1.3.2`	indirect
crates.io	bitflags	`2.5.0`	indirect
crates.io	bumpalo	`3.16.0`	indirect
crates.io	bytes	`1.6.0`	indirect
crates.io	cc	`1.0.95`	indirect
crates.io	cfg-if	`1.0.0`	indirect
crates.io	chrono	`0.4.38`	indirect
crates.io	core-foundation	`0.9.4`	indirect
crates.io	core-foundation-sys	`0.8.6`	indirect
crates.io	either	`1.11.0`	indirect
crates.io	equivalent	`1.0.1`	indirect
crates.io	errno	`0.3.9`	indirect
crates.io	fastrand	`2.1.0`	indirect
crates.io	fixedbitset	`0.4.2`	indirect
crates.io	fnv	`1.0.7`	indirect
crates.io	futures-channel	`0.3.30`	indirect
crates.io	futures-core	`0.3.31`	indirect
crates.io	futures-sink	`0.3.30`	indirect
crates.io	futures-task	`0.3.30`	indirect
crates.io	futures-util	`0.3.30`	indirect
crates.io	getrandom	`0.2.14`	indirect
crates.io	gimli	`0.28.1`	indirect
crates.io	h2	`0.3.26`	indirect
crates.io	hashbrown	`0.12.3`	indirect
crates.io	hashbrown	`0.14.3`	indirect
crates.io	heck	`0.4.1`	indirect
crates.io	heck	`0.5.0`	indirect
crates.io	hermit-abi	`0.3.9`	indirect
crates.io	http	`0.2.12`	indirect
crates.io	http-body	`0.4.6`	indirect
crates.io	httparse	`1.8.0`	indirect
crates.io	httpdate	`1.0.3`	indirect
crates.io	hyper	`0.14.28`	indirect
crates.io	hyper-timeout	`0.4.1`	indirect
crates.io	iana-time-zone	`0.1.60`	indirect
crates.io	iana-time-zone-haiku	`0.1.2`	indirect
crates.io	indexmap	`1.9.3`	indirect
crates.io	indexmap	`2.2.6`	indirect
crates.io	itertools	`0.11.0`	indirect
crates.io	itoa	`1.0.11`	indirect
crates.io	js-sys	`0.3.72`	indirect
crates.io	libc	`0.2.153`	indirect
crates.io	linux-raw-sys	`0.4.14`	indirect
crates.io	lock_api	`0.4.12`	indirect
crates.io	log	`0.4.22`	indirect
crates.io	matchit	`0.7.3`	indirect
crates.io	memchr	`2.7.2`	indirect
crates.io	mime	`0.3.17`	indirect
crates.io	miniz_oxide	`0.7.2`	indirect
crates.io	mio	`0.8.11`	indirect
crates.io	multimap	`0.10.0`	indirect
crates.io	num-traits	`0.2.19`	indirect
crates.io	num_cpus	`1.16.0`	indirect
crates.io	object	`0.32.2`	indirect
crates.io	once_cell	`1.19.0`	indirect
crates.io	openssl-probe	`0.1.5`	indirect
crates.io	parking_lot	`0.12.3`	indirect
crates.io	parking_lot_core	`0.9.10`	indirect
crates.io	pbjson	`0.6.0`	indirect
crates.io	pbjson-build	`0.6.2`	indirect
crates.io	pbjson-types	`0.6.0`	indirect
crates.io	percent-encoding	`2.3.1`	indirect
crates.io	petgraph	`0.6.5`	indirect
crates.io	pin-project	`1.1.5`	indirect
crates.io	pin-project-internal	`1.1.5`	indirect
crates.io	pin-project-lite	`0.2.14`	indirect
crates.io	pin-utils	`0.1.0`	indirect
crates.io	ppv-lite86	`0.2.17`	indirect
crates.io	prettyplease	`0.2.20`	indirect
crates.io	proc-macro2	`1.0.89`	indirect
crates.io	prost	`0.12.4`	indirect
crates.io	prost-build	`0.12.4`	indirect
crates.io	prost-derive	`0.12.4`	indirect
crates.io	prost-types	`0.12.4`	indirect
crates.io	quote	`1.0.36`	indirect
crates.io	rand	`0.8.5`	indirect
crates.io	rand_chacha	`0.3.1`	indirect
crates.io	rand_core	`0.6.4`	indirect
crates.io	redox_syscall	`0.5.7`	indirect
crates.io	regex	`1.10.4`	indirect
crates.io	regex-automata	`0.4.6`	indirect
crates.io	regex-syntax	`0.8.3`	indirect
crates.io	ring	`0.17.8`	indirect
crates.io	rustc-demangle	`0.1.23`	indirect
crates.io	rustix	`0.38.34`	indirect
crates.io	rustls	`0.22.4`	indirect
crates.io	rustls-native-certs	`0.7.0`	indirect
crates.io	rustls-pemfile	`2.1.2`	indirect
crates.io	rustls-pki-types	`1.5.0`	indirect
crates.io	rustls-webpki	`0.102.3`	indirect
crates.io	rustversion	`1.0.15`	indirect
crates.io	schannel	`0.1.23`	indirect
crates.io	scopeguard	`1.2.0`	indirect
crates.io	security-framework	`2.10.0`	indirect
crates.io	security-framework-sys	`2.10.0`	indirect
crates.io	serde	`1.0.203`	indirect
crates.io	serde_derive	`1.0.203`	indirect
crates.io	signal-hook-registry	`1.4.2`	indirect
crates.io	slab	`0.4.9`	indirect
crates.io	smallvec	`1.13.2`	indirect
crates.io	socket2	`0.5.6`	indirect
crates.io	spin	`0.9.8`	indirect
crates.io	subtle	`2.5.0`	indirect
crates.io	syn	`2.0.87`	indirect
crates.io	sync_wrapper	`0.1.2`	indirect
crates.io	tempfile	`3.10.1`	indirect
crates.io	thiserror	`2.0.0`	indirect
crates.io	thiserror-impl	`2.0.0`	indirect
crates.io	tokio	`1.37.0`	indirect
crates.io	tokio-io-timeout	`1.2.0`	indirect
crates.io	tokio-macros	`2.2.0`	indirect
crates.io	tokio-rustls	`0.25.0`	indirect
crates.io	tokio-stream	`0.1.16`	indirect
crates.io	tokio-util	`0.7.10`	indirect
crates.io	tonic	`0.11.0`	indirect
crates.io	tower	`0.4.13`	indirect
crates.io	tower-layer	`0.3.2`	indirect
crates.io	tower-service	`0.3.2`	indirect
crates.io	tracing	`0.1.40`	indirect
crates.io	tracing-attributes	`0.1.27`	indirect
crates.io	tracing-core	`0.1.32`	indirect
crates.io	try-lock	`0.2.5`	indirect
crates.io	unicode-ident	`1.0.12`	indirect
crates.io	untrusted	`0.9.0`	indirect
crates.io	want	`0.3.1`	indirect
crates.io	wasi	`0.11.0+wasi-snapshot-preview1`	indirect
crates.io	wasm-bindgen	`0.2.95`	indirect
crates.io	wasm-bindgen-backend	`0.2.95`	indirect
crates.io	wasm-bindgen-macro	`0.2.95`	indirect
crates.io	wasm-bindgen-macro-support	`0.2.95`	indirect
crates.io	wasm-bindgen-shared	`0.2.95`	indirect
crates.io	webpki-roots	`0.26.1`	indirect
crates.io	windows-core	`0.52.0`	indirect
crates.io	windows-sys	`0.48.0`	indirect
crates.io	windows-sys	`0.52.0`	indirect
crates.io	windows-targets	`0.48.5`	indirect
crates.io	windows-targets	`0.52.5`	indirect
crates.io	windows_aarch64_gnullvm	`0.48.5`	indirect
crates.io	windows_aarch64_gnullvm	`0.52.5`	indirect
crates.io	windows_aarch64_msvc	`0.48.5`	indirect
crates.io	windows_aarch64_msvc	`0.52.5`	indirect
crates.io	windows_i686_gnu	`0.48.5`	indirect
crates.io	windows_i686_gnu	`0.52.5`	indirect
crates.io	windows_i686_gnullvm	`0.52.5`	indirect
crates.io	windows_i686_msvc	`0.48.5`	indirect
crates.io	windows_i686_msvc	`0.52.5`	indirect
crates.io	windows_x86_64_gnu	`0.48.5`	indirect
crates.io	windows_x86_64_gnu	`0.52.5`	indirect
crates.io	windows_x86_64_gnullvm	`0.48.5`	indirect
crates.io	windows_x86_64_gnullvm	`0.52.5`	indirect
crates.io	windows_x86_64_msvc	`0.48.5`	indirect
crates.io	windows_x86_64_msvc	`0.52.5`	indirect
crates.io	zeroize	`1.8.0`	indirect
Go	github.com/golang/protobuf	`1.5.3`	indirect
Go	golang.org/x/net	`0.33.0`	indirect
Go	golang.org/x/sys	`0.28.0`	indirect
Go	golang.org/x/text	`0.21.0`	indirect
Go	google.golang.org/genproto/googleapis/api	`0.0.0-20230822172742-b8732ec3820d`	indirect
Go	google.golang.org/genproto/googleapis/rpc	`0.0.0-20240903143218-8af14fe29dc1`	indirect
PyPI	about-time	`4.2.1`	indirect
PyPI	annotated-types	`0.7.0`	indirect
PyPI	appnope	`0.1.4`	indirect
PyPI	apsw	`3.53.1.0`	indirect
PyPI	asttokens	`3.0.1`	indirect
PyPI	astunparse	`1.6.3`	indirect
PyPI	attrs	`26.1.0`	indirect
PyPI	babel	`2.18.0`	indirect
PyPI	backrefs	`7.0`	indirect
PyPI	beautifulsoup4	`4.14.3`	indirect
PyPI	bleach	`6.3.0`	indirect
PyPI	bracex	`2.6`	indirect
PyPI	build	`1.2.1`	indirect
PyPI	certifi	`2026.4.22`	indirect
PyPI	cffi	`—`	indirect
PyPI	cffi	`1.17.1`	indirect
PyPI	cfgv	`3.4.0`	indirect
PyPI	charset-normalizer	`3.4.7`	indirect
PyPI	click	`8.4.0`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	comm	`0.2.3`	indirect
PyPI	cryptography	`41.0.7`	indirect
PyPI	debugpy	`1.8.20`	indirect
PyPI	decorator	`5.3.1`	indirect
PyPI	defusedxml	`0.7.1`	indirect
PyPI	deprecation	`2.1.0`	indirect
PyPI	distlib	`0.4.3`	indirect
PyPI	exceptiongroup	`1.3.1`	indirect
PyPI	executing	`2.2.1`	indirect
PyPI	fastjsonschema	`2.21.2`	indirect
PyPI	ghp-import	`2.1.0`	indirect
PyPI	grapheme	`0.6.0`	indirect
PyPI	graphemeu	`0.7.2`	indirect
PyPI	griffe-pydantic	`1.3.1`	indirect
PyPI	griffelib	`2.0.2`	indirect
PyPI	grpcio-testing	`—`	indirect
PyPI	grpcio-testing	`1.70.0`	indirect
PyPI	grpcio-testing	`1.80.0`	indirect
PyPI	h5py	`—`	indirect
PyPI	h5py	`3.11.0`	indirect
PyPI	h5py	`3.14.0`	indirect
PyPI	h5py	`3.16.0`	indirect
PyPI	identify	`2.6.15`	indirect
PyPI	idna	`3.15`	indirect
PyPI	importlib-metadata	`8.5.0`	indirect
PyPI	importlib-metadata	`8.7.1`	indirect
PyPI	importlib-metadata	`9.0.0`	indirect
PyPI	importlib-resources	`7.1.0`	indirect
PyPI	iniconfig	`2.1.0`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	ipykernel	`6.31.0`	indirect
PyPI	ipython	`8.39.0`	indirect
PyPI	ipython	`9.13.0`	indirect
PyPI	ipython-pygments-lexers	`1.1.1`	indirect
PyPI	jedi	`0.20.0`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	jsonschema	`4.26.0`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	jupyter-client	`8.8.0`	indirect
PyPI	jupyter-core	`5.9.1`	indirect
PyPI	jupyterlab-pygments	`0.3.0`	indirect
PyPI	jupytext	`1.19.3`	indirect
PyPI	lz4	`4.3.3`	indirect
PyPI	lz4	`4.4.5`	indirect
PyPI	markdown	`3.10.2`	indirect
PyPI	markdown-it-py	`4.2.0`	indirect
PyPI	markupsafe	`2.1.5`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	matplotlib-inline	`0.2.2`	indirect
PyPI	maturin	`—`	indirect
PyPI	mdit-py-plugins	`0.6.1`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	mergedeep	`1.3.4`	indirect
PyPI	mike	`2.1.3`	indirect
PyPI	mistune	`3.2.1`	indirect
PyPI	mkdocs	`1.6.1`	indirect
PyPI	mkdocs-api-autonav	`0.4.0`	indirect
PyPI	mkdocs-autorefs	`1.4.4`	indirect
PyPI	mkdocs-get-deps	`0.2.2`	indirect
PyPI	mkdocs-include-markdown-plugin	`7.1.6`	indirect
PyPI	mkdocs-jupyter	`0.25.1`	indirect
PyPI	mkdocs-material	`9.7.5`	indirect
PyPI	mkdocs-material-extensions	`1.3.1`	indirect
PyPI	mkdocstrings	`1.0.3`	indirect
PyPI	mkdocstrings-python	`2.0.3`	indirect
PyPI	mypy	`1.10.0`	indirect
PyPI	mypy-extensions	`1.1.0`	indirect
PyPI	nbclient	`0.10.4`	indirect
PyPI	nbconvert	`7.17.1`	indirect
PyPI	nbformat	`5.10.4`	indirect
PyPI	nest-asyncio	`1.6.0`	indirect
PyPI	nodeenv	`1.10.0`	indirect
PyPI	nptdms	`—`	indirect
PyPI	nptdms	`1.10.0`	indirect
PyPI	numpy	`1.24.4`	indirect
PyPI	numpy	`2.0.2`	indirect
PyPI	numpy	`2.2.6`	indirect
PyPI	numpy	`2.4.6`	indirect
PyPI	packaging	`26.2`	indirect
PyPI	paginate	`0.5.7`	indirect
PyPI	pandocfilters	`1.5.1`	indirect
PyPI	parso	`0.8.7`	indirect
PyPI	pathspec	`1.1.1`	indirect
PyPI	pdoc	`14.5.0`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	platformdirs	`4.4.0`	indirect
PyPI	platformdirs	`4.9.6`	indirect
PyPI	pluggy	`1.5.0`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	polars	`—`	indirect
PyPI	polars	`1.36.1`	indirect
PyPI	polars	`1.40.1`	indirect
PyPI	polars	`1.8.2`	indirect
PyPI	polars-runtime-32	`1.36.1`	indirect
PyPI	polars-runtime-32	`1.40.1`	indirect
PyPI	pre-commit	`4.3.0`	indirect
PyPI	prompt-toolkit	`3.0.52`	indirect
PyPI	psutil	`7.2.2`	indirect
PyPI	ptyprocess	`0.7.0`	indirect
PyPI	pure-eval	`0.2.3`	indirect
PyPI	py-cpuinfo	`9.0.0`	indirect
PyPI	pyarrow	`—`	indirect
PyPI	pyarrow	`17.0.0`	indirect
PyPI	pyarrow	`21.0.0`	indirect
PyPI	pyarrow	`24.0.0`	indirect
PyPI	pycparser	`2.23`	indirect
PyPI	pycparser	`3.0`	indirect
PyPI	pygments	`2.19.2`	indirect
PyPI	pygments	`2.20.0`	indirect
PyPI	pymdown-extensions	`10.21.3`	indirect
PyPI	pyopenssl	`—`	indirect
PyPI	pyopenssl	`23.3.0`	indirect
PyPI	pyparsing	`3.3.2`	indirect
PyPI	pyproject-hooks	`1.2.0`	indirect
PyPI	pyright	`1.1.386`	indirect
PyPI	pytest	`8.2.2`	indirect
PyPI	pytest-asyncio	`0.23.7`	indirect
PyPI	pytest-benchmark	`4.0.0`	indirect
PyPI	pytest-dotenv	`0.5.2`	indirect
PyPI	pytest-mock	`3.14.0`	indirect
PyPI	pytest-randomly	`3.15.0`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-discovery	`1.4.4`	indirect
PyPI	python-dotenv	`—`	indirect
PyPI	python-dotenv	`1.0.1`	indirect
PyPI	python-dotenv	`1.2.1`	indirect
PyPI	python-dotenv	`1.2.2`	indirect
PyPI	pytz	`2026.2`	indirect
PyPI	pyulog	`1.2.3`	indirect
PyPI	pyyaml-env-tag	`1.1`	indirect
PyPI	pyzmq	`27.1.0`	indirect
PyPI	referencing	`0.37.0`	indirect
PyPI	rosbags	`—`	indirect
PyPI	rosbags	`0.11.2`	indirect
PyPI	rosbags	`0.9.23`	indirect
PyPI	rpds-py	`0.30.0`	indirect
PyPI	ruamel-yaml	`0.18.16`	indirect
PyPI	ruamel-yaml	`0.19.1`	indirect
PyPI	ruamel-yaml-clib	`0.2.8`	indirect
PyPI	ruff	`—`	indirect
PyPI	ruff	`0.12.12`	indirect
PyPI	sift-stack-py	`—`	indirect
PyPI	sift-stack-py	`0.20.0`	indirect
PyPI	sift-stack-py	`0.3.0rc3`	indirect
PyPI	sift-stream-bindings	`0.3.0`	indirect
PyPI	sift-stream-bindings	`0.5.0`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	soupsieve	`2.8.3`	indirect
PyPI	stack-data	`0.6.3`	indirect
PyPI	tinycss2	`1.4.0`	indirect
PyPI	tomlkit	`—`	indirect
PyPI	tomlkit	`0.13.3`	indirect
PyPI	tornado	`6.5.5`	indirect
PyPI	traitlets	`5.15.0`	indirect
PyPI	types-pyopenssl	`—`	indirect
PyPI	types-pyopenssl	`23.3.0.20240106`	indirect
PyPI	types-pytz	`2024.2.0.20241221`	indirect
PyPI	types-pytz	`2025.2.0.20251108`	indirect
PyPI	types-pytz	`2026.2.0.20260518`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	tzdata	`2026.2`	indirect
PyPI	urllib3	`2.2.3`	indirect
PyPI	urllib3	`2.6.3`	indirect
PyPI	urllib3	`2.7.0`	indirect
PyPI	verspec	`0.1.0`	indirect
PyPI	virtualenv	`21.6.1`	indirect
PyPI	watchdog	`6.0.0`	indirect
PyPI	wcmatch	`10.1`	indirect
PyPI	wcwidth	`0.7.0`	indirect
PyPI	webencodings	`0.5.1`	indirect
PyPI	wheel	`0.45.1`	indirect
PyPI	zipp	`3.20.2`	indirect
PyPI	zipp	`3.23.1`	indirect
PyPI	zipp	`4.1.0`	indirect
PyPI	zstandard	`0.23.0`	indirect
PyPI	zstandard	`0.25.0`	indirect

Dependency advisories 1

Installing pypi:sift_stack_py@0.20.0 pulls in 33 packages, direct and transitive: 1 carry known advisories, of which 1 are direct dependencies.

Package	Version	Relation	Severity	Advisories	Fixed in
diskcache	`5.6.3`	direct	moderate	2	—

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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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 v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — Go, PyPI.

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