Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-19 17:05 UTC

zenml-io / kitaru

Agent traces you can run, not just read.

Python · TypeScriptApache-2.0★ 309 stars⑂ 27 forkssince Mar 2026View on GitHub ↗
KindCommand-line toolNetwork serviceLibraryhow this is determined
#ai-agents#checkpoints#durable-execution#llm#mcp#mlops#observability#pydantic#pydantic-ai#python#replay#agent#agent-orchestration#agentic-ai#agents

zenml-io/kitaru holds a health index of 92 out of 100, placing it in the Excellent band. It scores highest on Vitality (88/100) and lowest on Community & Adoption (64/100). It was last updated today. A single contributor accounts for most of its recent work.

92
overall / 100
Excellent

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.

92
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 78 is calibrated to 92 on the published index scale (record calibration 2026-08-02).

Ownership

ZenMLOrganization
357 followers87 public repossince Aug 2021

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIkitaru0.27.29,9465511 days agoai-agentscheckpointsdurable-executionllmmlopsobservabilityorchestrationpydanticreplayworkflow

Metrics by category

Vitality

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

88Excellent · 21% of overall

Development activity

86Excellent
How it's scored
36/36Push recency — last push 0 days ago
22.2/36Commit cadence — 32/52 weeks with commits
18/18Commit volume — 1,189 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,189
human_commit_share0.59
days_since_last_push0
active_weeks_last_year32

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 11 days ago
27/27Release cadence — a release every ~0 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagpython/kitaru/v0.27.2
releases_from_tagsno
days_since_latest_release11
mean_days_between_releases0

Community & Adoption

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

64Moderate · 17% of overall

Popularity & adoption

52Moderate
How it's scored
40.4/60Stars — 309 stars
11.8/25Forks — 27 forks
0/15Watchers — 1 watchers
Inputs used
forks27
stars309
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

77Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges3
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

67Good
How it's scored
53.3/80Monthly downloads — 9,946 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packageskitaru
dependents—
ecosystemspypi
total_downloads—
monthly_downloads9,946
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

72Good · 23% of overall

Maintainer resilience (bus factor)

39Weak
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
6.6/22.5Commit distribution — top contributor authored 71% of commits
13.5/13.5Contributor breadth — 13 contributors
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Inputs used
bus_factor1
contributors_sampled13
top_contributor_share0.706

Issue & PR responsiveness

89Excellent
How it's scored
36.8/42Issue resolution — 88% of issues closed
25.2/30PR acceptance — 831/991 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_prs831
open_issues36
closed_issues255
prs_merged_7d0
prs_decided_7d0
prs_merged_30d24
prs_decided_30d24
issue_closed_ratio0.876
closed_unmerged_prs160
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

72Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
18.4/25Owner reach — 357 followers of zenml-io
23.4/25Track record — 87 public repos, account ~5 yr old
Inputs used
followers357
owner_typeOrganization
is_verifiedno
owner_loginzenml-io
public_repos87
account_age_days1,897

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 11 days ago
20/20Version history — 55 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packageskitaru
ecosystemspypi
any_deprecatedno
min_days_since_publish11

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 19% of overall

Engineering practices

84Excellent
How it's scored
24/24CI workflows — 12 workflow(s)
24/24Tests present
16/16Linter config — biome.json, plugins/pyproject.toml ([tool.ruff]), pyproject.toml ([tool.ruff])
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://kitaru.ai
10/10Repository description
10/10Topics — 15 topics
0/10Wiki
Inputs used
topicsai-agents, checkpoints, durable-execution, llm, mcp, mlops, observability, pydantic, pydantic-ai, python, replay, agent, agent-orchestration, agentic-ai, agents
has_wikino
homepagehttps://kitaru.ai
docs_sitehttps://kitaru.ai
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

74Good · 16% of overall

Security posture

68Good
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 — 30 out of 30 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 3 contributing companies or organizations -- score normalized to 10
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities — 73 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate6.8

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages11
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:kitaru@0.27.2 runtime dependency closure — what installing the published package pulls in — 11 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.

88Excellent · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md, devtools/AGENTS.md, docker/CLAUDE.md, docs/CLAUDE.md, docs/book/AGENTS.md, plugins/AGENTS.md, src/kitaru/AGENTS.md, src/kitaru/api_models/AGENTS.md, src/kitaru/client/AGENTS.md, src/kitaru/server/adapters/db/AGENTS.md, src/kitaru/server/adapters/rest/AGENTS.md, src/kitaru/server/application/AGENTS.md, src/kitaru/server/database/migrations/AGENTS.md, src/kitaru/server/domain/AGENTS.md, tests/AGENTS.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://docs.zenml.io/llms.txt)
40/40Legible commit history — 45 of 59 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://docs.zenml.io/llms.txt
legible_history_share0.763
agent_instruction_filesAGENTS.md, CLAUDE.md, devtools/AGENTS.md, docker/CLAUDE.md, docs/CLAUDE.md, docs/book/AGENTS.md, plugins/AGENTS.md, src/kitaru/AGENTS.md, src/kitaru/api_models/AGENTS.md, src/kitaru/client/AGENTS.md, src/kitaru/server/adapters/db/AGENTS.md, src/kitaru/server/adapters/rest/AGENTS.md, src/kitaru/server/application/AGENTS.md, src/kitaru/server/database/migrations/AGENTS.md, src/kitaru/server/domain/AGENTS.md, tests/AGENTS.md
agent_instruction_max_bytes14,973

Verify loop (build / test / typecheck)

85Excellent
How it's scored
18/18One-command bootstrap — Justfile
22/22Automated tests
11/11Lint / format config — biome.json, plugins/pyproject.toml ([tool.ruff]), pyproject.toml ([tool.ruff])
11/11Static type checking — docs/tsconfig.json, examples/typescript/mastra_adaptive_conversation/tsconfig.json, examples/typescript/mastra_support_triage/tsconfig.json, examples/typescript/vercel_ai_support_triage/tsconfig.json, examples/typescript/vercel_ai_ticket_resolver/tsconfig.json, packages/core/tsconfig.json, packages/mastra-compat/1.71/tsconfig.json, packages/mastra/tsconfig.json, packages/vercel-ai/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
8/8Automated maintenance — 41 of the last 100 commits are automated dependency updates
5/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, pnpm-lock.yaml, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesJustfile
has_devcontainerno
has_linter_configyes
typecheck_configsdocs/tsconfig.json, examples/typescript/mastra_adaptive_conversation/tsconfig.json, examples/typescript/mastra_support_triage/tsconfig.json, examples/typescript/vercel_ai_support_triage/tsconfig.json, examples/typescript/vercel_ai_ticket_resolver/tsconfig.json, packages/core/tsconfig.json, packages/mastra-compat/1.71/tsconfig.json, packages/mastra/tsconfig.json, packages/vercel-ai/tsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0.41

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (docs/tsconfig.json, examples/typescript/mastra_adaptive_conversation/tsconfig.json, examples/typescript/mastra_support_triage/tsconfig.json, examples/typescript/vercel_ai_support_triage/tsconfig.json, examples/typescript/vercel_ai_ticket_resolver/tsconfig.json, packages/core/tsconfig.json, packages/mastra-compat/1.71/tsconfig.json, packages/mastra/tsconfig.json, packages/vercel-ai/tsconfig.json)
54.5/55Manageable file sizes — 12/1,383 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes267,719
source_files_sampled1,383
oversized_source_files12

Machine-readable interfaces

80Excellent
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — openapi/openapi.json
0/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_filesopenapi/openapi.json
interfaces_expected_ofnetwork-service

Key facts

309GitHub stars
13contributors
1,189commits, last 12 months
0days since last push
100releases
1bus factor
36open issues
npm, PyPIpackage ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 27 ⇿
0Stars
27Forks
100Releases

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.

0510152025302732026-032026-072026-10
Major 0Minor 0Patch 0
OpenSSF Scorecard 6.8 / 10
6.8aggregate

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 · 2026-10-19 17:04 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 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 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities73 existing vulnerabilities detected
Direct dependencies 2
RegistryPackageVersion constraintManifest
PyPIpydantic>=2,<3pyproject.toml
PyPIhttpx>=0.27,<1pyproject.toml
All dependencies 1,226

Full resolved dependency set from the GitHub dependency graph: 4 direct and 1,222 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIhttpx—direct
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PyPIpydantic2.13.4direct
PyPIpydantic2.13.5direct
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npmmicromark-extension-gfm-strikethrough2.1.0indirect
npmmicromark-extension-gfm-table2.1.1indirect
npmmicromark-extension-gfm-table2.1.2indirect
npmmicromark-extension-gfm-tagfilter2.0.0indirect
npmmicromark-extension-gfm-task-list-item2.1.0indirect
npmmicromark-extension-mdx-expression3.0.1indirect
npmmicromark-extension-mdx-jsx3.0.2indirect
npmmicromark-extension-mdx-md2.0.0indirect
npmmicromark-extension-mdxjs3.0.0indirect
npmmicromark-extension-mdxjs-esm3.0.0indirect
npmmicromark-factory-destination2.0.1indirect
npmmicromark-factory-label2.0.1indirect
npmmicromark-factory-mdx-expression2.0.3indirect
npmmicromark-factory-space2.0.1indirect
npmmicromark-factory-space2.1.0indirect
npmmicromark-factory-title2.0.1indirect
npmmicromark-factory-whitespace2.0.1indirect
npmmicromark-util-character2.1.1indirect
npmmicromark-util-chunked2.0.1indirect
npmmicromark-util-classify-character2.0.1indirect
npmmicromark-util-combine-extensions2.0.1indirect
npmmicromark-util-decode-numeric-character-reference2.0.2indirect
npmmicromark-util-decode-string2.0.1indirect
npmmicromark-util-edit-map1.0.0indirect
npmmicromark-util-encode2.0.1indirect
npmmicromark-util-events-to-acorn2.0.3indirect
npmmicromark-util-html-tag-name2.0.1indirect
npmmicromark-util-normalize-identifier2.0.1indirect
npmmicromark-util-resolve-all2.0.1indirect
npmmicromark-util-sanitize-uri2.0.1indirect
npmmicromark-util-subtokenize2.1.0indirect
npmmicromark-util-symbol2.0.1indirect
npmmicromark-util-types2.0.2indirect
npmmicromark-util-types2.0.3indirect
npmmime-db1.33.0indirect
npmmime-db1.54.0indirect
npmmime-types2.1.18indirect
npmmime-types3.0.2indirect
npmmimic-fn2.1.0indirect
npmminiflare4.20260526.0indirect
npmminimatch3.1.5indirect
npmminimatch5.1.9indirect
npmminimist1.2.8indirect
npmmotion13.5.1indirect
npmmotion-dom13.5.1indirect
npmmotion-utils13.5.0indirect
npmms2.0.0indirect
npmms2.1.3indirect
npmnanoid3.3.18indirect
npmnanoid3.3.19indirect
npmneedle2.9.1indirect
npmnegotiator0.6.4indirect
npmnegotiator1.1.0indirect
npmnext16.3.8indirect
npmnext-themes0.4.6indirect
npmnpm-run-path4.0.1indirect
npmnpm-run-path6.0.0indirect
npmnpm-to-yarn3.2.0indirect
npmobject-assign4.1.1indirect
npmobject-inspect1.13.4indirect
npmobug2.2.1indirect
npmon-finished2.4.1indirect
npmon-headers1.1.0indirect
npmonce1.4.0indirect
npmonetime5.1.2indirect
npmoniguruma-parser0.12.2indirect
npmoniguruma-to-es4.3.6indirect
npmopenapi-types12.1.3indirect
npmopenapi-typescript7.13.0indirect
npmp-map7.0.6indirect
npmp-map7.0.7indirect
npmp-retry7.1.1indirect
npmparse-entities4.0.2indirect
npmparse-json8.3.0indirect
npmparse-ms4.0.0indirect
npmparse57.3.0indirect
npmparseurl1.3.3indirect
npmpath-is-inside1.0.2indirect
npmpath-key3.1.1indirect
npmpath-key4.0.0indirect
npmpath-to-regexp3.3.0indirect
npmpath-to-regexp6.3.0indirect
npmpath-to-regexp8.4.2indirect
npmpathe2.0.3indirect
npmpg8.23.0indirect
npmpg-cloudflare1.4.0indirect
npmpg-connection-string2.14.0indirect
npmpg-int81.0.1indirect
npmpg-pool3.14.0indirect
npmpg-protocol1.16.0indirect
npmpg-types2.2.0indirect
npmpgpass1.0.5indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.7indirect
npmpkce-challenge5.0.1indirect
npmpluralize8.0.0indirect
npmpostcss8.5.23indirect
npmpostcss8.5.28indirect
npmpostgres-array2.0.0indirect
npmpostgres-bytea1.0.1indirect
npmpostgres-date1.0.7indirect
npmpostgres-interval1.2.0indirect
npmposthog-node5.46.1indirect
npmposthog-node5.51.8indirect
npmpretty-ms9.3.0indirect
npmpretty-ms9.3.1indirect
npmprobe-image-size7.4.0indirect
npmproperty-information7.2.0indirect
npmproxy-addr2.0.7indirect
npmproxy-addr2.0.8indirect
npmqs6.16.0indirect
npmquansync0.2.11indirect
npmrange-parser1.2.0indirect
npmrange-parser1.3.0indirect
npmraw-body3.0.2indirect
npmrc1.2.8indirect
npmre2js2.8.6indirect
npmreact19.2.8indirect
npmreact-dom19.2.8indirect
npmreact-remove-scroll2.7.2indirect
npmreact-remove-scroll-bar2.3.8indirect
npmreact-style-singleton2.2.3indirect
npmreaddirp5.1.1indirect
npmrecma-build-jsx1.0.0indirect
npmrecma-jsx1.0.1indirect
npmrecma-parse1.0.0indirect
npmrecma-stringify1.0.0indirect
npmregex6.1.0indirect
npmregex-recursion6.0.2indirect
npmregex-utilities2.3.0indirect
npmregistry-auth-token3.3.2indirect
npmregistry-url3.1.0indirect
npmrehype-raw7.0.0indirect
npmrehype-recma1.0.0indirect
npmremark15.0.1indirect
npmremark-gfm4.0.1indirect
npmremark-mdx3.1.1indirect
npmremark-parse11.0.0indirect
npmremark-rehype11.1.2indirect
npmremark-stringify11.0.0indirect
npmremend1.3.0indirect
npmremend1.3.1indirect
npmrequire-from-string2.0.2indirect
npmreselect5.3.0indirect
npmreusify1.1.0indirect
npmrolldown1.1.5indirect
npmrosie-skills0.6.4indirect
npmrosie-skills-darwin-arm640.6.4indirect
npmrosie-skills-freebsd-x640.6.4indirect
npmrosie-skills-linux-x640.6.4indirect
npmrouter2.2.0indirect
npmsafe-buffer5.2.1indirect
npmsafer-buffer2.1.2indirect
npmsax1.6.1indirect
npmscheduler0.27.0indirect
npmscroll-into-view-if-needed3.1.0indirect
npmsection-matter1.0.0indirect
npmsecure-json-parse2.7.0indirect
npmsemver7.8.5indirect
npmsend1.2.1indirect
npmserve14.2.6indirect
npmserve-handler6.1.7indirect
npmserve-static2.2.1indirect
npmsetprototypeof1.2.0indirect
npmsharp0.34.5indirect
npmsharp0.35.5indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmshiki4.4.3indirect
npmside-channel1.1.1indirect
npmside-channel-list1.0.1indirect
npmside-channel-map1.0.1indirect
npmside-channel-weakmap1.0.2indirect
npmsiginfo2.0.0indirect
npmsignal-exit3.0.7indirect
npmsignal-exit4.1.0indirect
npmsource-map0.7.6indirect
npmsource-map-js1.2.1indirect
npmsource-map-js1.2.2indirect
npmspace-separated-tokens2.0.2indirect
npmsplit24.2.0indirect
npmsprintf-js1.0.3indirect
npmstackback0.0.2indirect
npmstatuses2.0.2indirect
npmstd-env4.2.0indirect
npmstream-parser0.3.1indirect
npmstring-width4.2.3indirect
npmstring-width5.1.2indirect
npmstringify-entities4.0.4indirect
npmstrip-ansi6.0.1indirect
npmstrip-ansi7.2.0indirect
npmstrip-bom-string1.0.0indirect
npmstrip-final-newline2.0.0indirect
npmstrip-final-newline4.0.0indirect
npmstrip-json-comments2.0.1indirect
npmstyle-to-js1.1.21indirect
npmstyle-to-object1.0.14indirect
npmstyled-jsx5.1.6indirect
npmsupports-color10.2.2indirect
npmsupports-color7.2.0indirect
npmtailwind-merge3.6.0indirect
npmtailwindcss4.3.3indirect
npmtapable2.3.3indirect
npmtinybench2.9.0indirect
npmtinyexec1.3.1indirect
npmtinyglobby0.2.17indirect
npmtinyrainbow3.1.1indirect
npmtoidentifier1.0.1indirect
npmtokenx1.3.0indirect
npmtokenx1.6.0indirect
npmtrim-lines3.0.1indirect
npmtrough2.2.0indirect
npmtslib2.8.1indirect
npmtype-fest2.19.0indirect
npmtype-fest4.41.0indirect
npmtype-is2.1.0indirect
npmtypescript5.9.3indirect
npmundici7.24.8indirect
npmundici7.30.0indirect
npmundici-types6.21.0indirect
npmundici-types8.3.0indirect
npmunenv2.0.0-rc.24indirect
npmunicorn-magic0.3.0indirect
npmunified11.0.5indirect
npmunist-util-is6.0.1indirect
npmunist-util-position5.0.0indirect
npmunist-util-position-from-estree2.0.0indirect
npmunist-util-remove-position5.0.0indirect
npmunist-util-stringify-position4.0.0indirect
npmunist-util-visit5.1.0indirect
npmunist-util-visit-parents6.0.2indirect
npmunpipe1.0.0indirect
npmupdate-check1.5.4indirect
npmuri-js-replace1.0.1indirect
npmuse-callback-ref1.3.3indirect
npmuse-sidecar1.1.3indirect
npmuse-sync-external-store1.7.0indirect
npmuuid11.1.1indirect
npmvary1.1.2indirect
npmvfile6.0.3indirect
npmvfile-location5.0.3indirect
npmvfile-message4.0.3indirect
npmvite8.1.5indirect
npmvitest4.1.11indirect
npmweb-namespaces2.0.1indirect
npmwhich2.0.2indirect
npmwhy-is-node-running2.3.0indirect
npmwidest-line4.0.1indirect
npmworkerd1.20260526.1indirect
npmwrangler4.95.0indirect
npmwrap-ansi8.1.0indirect
npmwrappy1.0.2indirect
npmws8.20.1indirect
npmws8.21.1indirect
npmws8.21.3indirect
npmws8.22.0indirect
npmxtend4.0.2indirect
npmxxhash-wasm1.1.0indirect
npmyaml2.9.1indirect
npmyaml-ast-parser0.0.43indirect
npmyargs-parser21.1.1indirect
npmyoctocolors2.1.2indirect
npmyoctocolors2.2.0indirect
npmyouch4.1.0-beta.10indirect
npmyouch-core0.3.3indirect
npmyuku-analyzer0.10.2indirect
npmyuku-ast0.10.2indirect
npmzbsearch4.0.1indirect
npmzod3.25.76indirect
npmzod4.3.6indirect
npmzod4.6.5indirect
npmzod-from-json-schema0.0.5indirect
npmzod-from-json-schema0.5.6indirect
npmzod-to-json-schema3.25.2indirect
npmzwitch2.0.4indirect
PyPIaiohappyeyeballs2.7.1indirect
PyPIaiohttp3.14.3indirect
PyPIaiosignal1.4.0indirect
PyPIalembic1.18.5indirect
PyPIalembic1.19.1indirect
PyPIalembic1.20.0indirect
PyPIannotated-doc0.0.4indirect
PyPIannotated-doc0.0.5indirect
PyPIannotated-types0.7.0indirect
PyPIannotated-types0.8.0indirect
PyPIanthropic0.120.2indirect
PyPIanyio4.14.2indirect
PyPIarize-phoenix-client—indirect
PyPIarize-phoenix-client3.5.0indirect
PyPIasgiref3.12.1indirect
PyPIasyncpg0.31.0indirect
PyPIattrs26.1.0indirect
PyPIbackoff2.2.1indirect
PyPIbcrypt5.0.0indirect
PyPIblinker1.9.0indirect
PyPIboolean-py5.0indirect
PyPIboto31.43.99indirect
PyPIbotocore1.43.99indirect
PyPIbracex3.0.1indirect
PyPIbraintrust—indirect
PyPIbraintrust0.43.0indirect
PyPIcachecontrol0.14.4indirect
PyPIcachetools7.2.0indirect
PyPIcbor26.1.4indirect
PyPIcertifi2026.6.17indirect
PyPIcertifi2026.7.22indirect
PyPIcffi2.1.0indirect
PyPIcffi2.1.1indirect
PyPIcharset-normalizer3.4.9indirect
PyPIchevron0.14.0indirect
PyPIclaude-agent-sdk—indirect
PyPIclaude-agent-sdk0.2.163indirect
PyPIclick8.4.2indirect
PyPIcolorama0.4.6indirect
PyPIcoverage7.16.2indirect
PyPIcryptography50.0.0indirect
PyPIcryptography50.0.2indirect
PyPIcyclonedx-python-lib11.11.0indirect
PyPIcyclopts4.22.5indirect
PyPIcyclopts4.25.3indirect
PyPIdatabricks-sdk0.143.0indirect
PyPIdeepagents—indirect
PyPIdeepagents0.7.21indirect
PyPIdefusedxml0.7.1indirect
PyPIdistro1.9.0indirect
PyPIdocstring-parser0.18.0indirect
PyPIexceptiongroup1.3.1indirect
PyPIexecnet2.1.2indirect
PyPIexecuting2.2.1indirect
PyPIfastapi0.141.1indirect
PyPIfilelock3.32.2indirect
PyPIfiletype1.2.0indirect
PyPIflask3.1.3indirect
PyPIflask-cors6.0.5indirect
PyPIfrozenlist1.8.0indirect
PyPIgenai-prices—indirect
PyPIgenai-prices0.1.1indirect
PyPIgenai-prices0.1.9indirect
PyPIgoogle-auth2.56.3indirect
PyPIgoogle-genai2.23.0indirect
PyPIgoogleapis-common-protos1.75.0indirect
PyPIgoogleapis-common-protos1.75.1indirect
PyPIgoogleapis-common-protos1.75.2indirect
PyPIgraphql-core3.2.12indirect
PyPIgreenlet3.5.3indirect
PyPIgreenlet3.5.4indirect
PyPIgreenlet3.5.5indirect
PyPIgriffe1.15.0indirect
PyPIgriffe-typingdoc0.3.1indirect
PyPIgriffelib2.1.0indirect
PyPIgrimp3.17indirect
PyPIgrpcio1.83.1indirect
PyPIgrpclib0.4.9indirect
PyPIh110.16.0indirect
PyPIh24.4.1indirect
PyPIharfile0.5.0indirect
PyPIhatchling1.32.0indirect
PyPIhpack4.2.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttpcore22.10.0indirect
PyPIhttpcore22.12.0indirect
PyPIhttpx22.10.0indirect
PyPIhttpx22.12.0indirect
PyPIhttpx2-jsfetch1.0indirect
PyPIhyperframe6.1.0indirect
PyPIhypothesis6.168.3indirect
PyPIhypothesis-graphql0.13.2indirect
PyPIhypothesis-jsonschema0.23.1indirect
PyPIidna3.18indirect
PyPIimport-linter2.15indirect
PyPIiniconfig2.3.0indirect
PyPIitsdangerous2.2.0indirect
PyPIjinja23.1.6indirect
PyPIjiter0.16.0indirect
PyPIjmespath1.1.0indirect
PyPIjsonpatch1.33indirect
PyPIjsonpointer3.1.1indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-rs0.57.1indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIkitaru—indirect
PyPIkitaru0.22.0rc7indirect
PyPIkitaru0.27.1indirect
PyPIkitaru0.27.2+devindirect
PyPIkitaru-braintrust-importer0.4.0indirect
PyPIkitaru-claude-agent-sdk0.1.1indirect
PyPIkitaru-elevenlabs-importer0.1.0indirect
PyPIkitaru-evaluator0.2.1indirect
PyPIkitaru-jsonl-importer0.2.0indirect
PyPIkitaru-langfuse-importer0.1.0rc0indirect
PyPIkitaru-langfuse-importer0.4.0indirect
PyPIkitaru-langfuse-importer0.4.1indirect
PyPIkitaru-langgraph0.3.0indirect
PyPIkitaru-langsmith-importer0.4.0indirect
PyPIkitaru-logfire-importer0.4.1indirect
PyPIkitaru-mastra-importer0.2.0indirect
PyPIkitaru-mlflow-importer0.1.0indirect
PyPIkitaru-openai-agents0.4.0indirect
PyPIkitaru-phoenix-importer0.4.0indirect
PyPIkitaru-post-import-insights0.1.2indirect
PyPIkitaru-pydantic-ai0.1.0rc0indirect
PyPIkitaru-pydantic-ai0.3.0indirect
PyPIkitaru-pydantic-ai0.3.1indirect
PyPIkitaru-pydantic-ai-ticket-resolver0.1.0indirect
PyPIkitaru-quickstart-example0.1.0indirect
PyPIkitaru-typesafe-evaluator0.1.1indirect
PyPIlangchain—indirect
PyPIlangchain1.4.3indirect
PyPIlangchain-anthropic1.7.5indirect
PyPIlangchain-core—indirect
PyPIlangchain-core1.6.6indirect
PyPIlangchain-google-genai4.4.0indirect
PyPIlangchain-protocol0.0.18indirect
PyPIlangfuse—indirect
PyPIlangfuse4.14.3indirect
PyPIlangfuse4.15.6indirect
PyPIlanggraph—indirect
PyPIlanggraph1.2.12indirect
PyPIlanggraph-checkpoint4.1.1indirect
PyPIlanggraph-prebuilt1.1.0indirect
PyPIlanggraph-sdk0.4.2indirect
PyPIlangsmith—indirect
PyPIlangsmith0.14.4indirect
PyPIlicense-expression30.4.4indirect
PyPIlogfire—indirect
PyPIlogfire5.1.1indirect
PyPIlogfire-api4.39.0indirect
PyPIlogfire-api4.40.0indirect
PyPIloguru0.7.3indirect
PyPImaison2.0.2indirect
PyPImako1.3.12indirect
PyPImako1.4.1indirect
PyPImarkdown-it-py4.2.0indirect
PyPImarkupsafe3.0.3indirect
PyPImcp2.0.0indirect
PyPImcp2.2.0indirect
PyPImcp-types2.0.0indirect
PyPImcp-types2.2.0indirect
PyPImdurl0.1.2indirect
PyPImlflow-tracing—indirect
PyPImlflow-tracing3.16.1indirect
PyPImodal1.6.0indirect
PyPImoto5.2.3indirect
PyPImsgpack1.2.1indirect
PyPImsgspec0.21.1indirect
PyPImultidict6.9.1indirect
PyPIobstore0.11.1indirect
PyPIopenai—indirect
PyPIopenai2.53.0indirect
PyPIopenai3.20.0indirect
PyPIopenai-agents—indirect
PyPIopenai-agents0.22.3indirect
PyPIopeninference-instrumentation0.1.59indirect
PyPIopeninference-semantic-conventions0.1.33indirect
PyPIopentelemetry-api—indirect
PyPIopentelemetry-api1.44.0indirect
PyPIopentelemetry-api1.45.0indirect
PyPIopentelemetry-exporter-http-transport0.66b0indirect
PyPIopentelemetry-exporter-otlp1.44.0indirect
PyPIopentelemetry-exporter-otlp-common0.66b0indirect
PyPIopentelemetry-exporter-otlp-proto-common1.44.0indirect
PyPIopentelemetry-exporter-otlp-proto-common1.45.0indirect
PyPIopentelemetry-exporter-otlp-proto-grpc1.44.0indirect
PyPIopentelemetry-exporter-otlp-proto-http1.44.0indirect
PyPIopentelemetry-exporter-otlp-proto-http1.45.0indirect
PyPIopentelemetry-instrumentation0.65b0indirect
PyPIopentelemetry-instrumentation0.66b0indirect
PyPIopentelemetry-instrumentation-asgi0.66b0indirect
PyPIopentelemetry-instrumentation-fastapi0.66b0indirect
PyPIopentelemetry-instrumentation-httpx0.66b0indirect
PyPIopentelemetry-instrumentation-logging0.66b0indirect
PyPIopentelemetry-instrumentation-sqlalchemy0.66b0indirect
PyPIopentelemetry-proto1.44.0indirect
PyPIopentelemetry-proto1.45.0indirect
PyPIopentelemetry-sdk—indirect
PyPIopentelemetry-sdk1.44.0indirect
PyPIopentelemetry-sdk1.45.0indirect
PyPIopentelemetry-semantic-conventions0.65b0indirect
PyPIopentelemetry-semantic-conventions0.66b0indirect
PyPIopentelemetry-util-http0.66b0indirect
PyPIorjson3.11.9indirect
PyPIormsgpack1.12.2indirect
PyPIpackageurl-python0.17.6indirect
PyPIpackaging25.0indirect
PyPIpackaging26.3indirect
PyPIpip26.2.1indirect
PyPIpip-api0.0.34indirect
PyPIpip-audit2.10.1indirect
PyPIpip-requirements-parser32.0.1indirect
PyPIplatformdirs4.10.1indirect
PyPIpluggy1.6.0indirect
PyPIpropcache0.5.2indirect
PyPIprotobuf6.33.6indirect
PyPIprotobuf7.35.1indirect
PyPIpy-partiql-parser0.6.3indirect
PyPIpy-serializable2.1.0indirect
PyPIpyasn10.6.4indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpycparser3.0indirect
PyPIpydantic-ai-slim—indirect
PyPIpydantic-ai-slim2.22.0indirect
PyPIpydantic-ai-slim2.51.0indirect
PyPIpydantic-core2.46.4indirect
PyPIpydantic-core2.46.5indirect
PyPIpydantic-graph2.22.0indirect
PyPIpydantic-graph2.51.0indirect
PyPIpydantic-settings2.14.2indirect
PyPIpydantic-settings2.15.0indirect
PyPIpygments2.20.0indirect
PyPIpyjwt2.13.0indirect
PyPIpyjwt2.15.0indirect
PyPIpyjwt2.15.1indirect
PyPIpyparsing3.3.2indirect
PyPIpyrate-limiter4.4.0indirect
PyPIpytest9.1.1indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-xdist3.8.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-dotenv1.2.2indirect
PyPIpython-multipart0.0.32indirect
PyPIpython-slugify8.0.4indirect
PyPIpywin32312indirect
PyPIpyyaml6.0.3indirect
PyPIreferencing0.37.0indirect
PyPIregex2026.7.19indirect
PyPIrequests2.34.2indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIresponses0.26.3indirect
PyPIrich15.0.0indirect
PyPIrich-rst2.1.0indirect
PyPIrpds-py2026.6.3indirect
PyPIruff0.16.10indirect
PyPIruff0.16.3indirect
PyPIruyaml0.91.0indirect
PyPIs3transfer0.19.2indirect
PyPIschemathesis4.28.0indirect
PyPIsetuptools83.0.0indirect
PyPIshellingham1.5.4indirect
PyPIsix1.17.0indirect
PyPIsniffio1.3.1indirect
PyPIsortedcontainers2.4.0indirect
PyPIsqlalchemy2.0.52indirect
PyPIsqlalchemy2.1.1indirect
PyPIsse-starlette3.4.6indirect
PyPIsse-starlette3.4.8indirect
PyPIsseclient-py1.9.0indirect
PyPIstarlette1.3.1indirect
PyPIstarlette1.6.0indirect
PyPIsynchronicity0.12.5indirect
PyPItenacity9.1.4indirect
PyPItext-unidecode1.3indirect
PyPItiktoken0.13.0indirect
PyPItoml0.10.2indirect
PyPItomli2.4.1indirect
PyPItomli-w1.2.0indirect
PyPItqdm4.70.0indirect
PyPItruststore0.10.4indirect
PyPIty0.0.84indirect
PyPItyper0.27.0indirect
PyPItypes-certifi2021.10.8.3indirect
PyPItypes-toml0.10.8.20260518indirect
PyPItypesafe-sdk0.6.0indirect
PyPItyping-extensions4.16.0indirect
PyPItyping-inspection0.4.2indirect
PyPItyping-inspection0.4.3indirect
PyPIurllib32.7.0indirect
PyPIurllib32.8.0indirect
PyPIuuid-utils0.17.0indirect
PyPIuuid-utils0.17.1indirect
PyPIuvicorn0.52.1indirect
PyPIuvicorn0.54.0indirect
PyPIwatchfiles1.2.0indirect
PyPIwcmatch11.0indirect
PyPIwebsockets15.0.1indirect
PyPIwerkzeug3.1.9indirect
PyPIwin32-setctime1.2.0indirect
PyPIwrapt1.17.3indirect
PyPIwrapt2.3.0indirect
PyPIxmltodict1.0.4indirect
PyPIxxhash3.8.1indirect
PyPIyamlfix1.19.1indirect
PyPIyarl1.24.5indirect
PyPIzstandard0.25.0indirect
Dependency advisories 0

Installing pypi:kitaru@0.27.2 pulls in 11 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

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 — PyPI.