Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-08-22 16:22 UTC

awslabs / cli-agent-orchestrator

Multi-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions

PythonApache-2.0★ 1,096 stars⑂ 233 forkssince Jul 2025View on GitHub ↗
KindCommand-line toolMCP serverTerminal interfaceNetwork serviceWeb interfacePluginLibraryhow this is determined
#agent-orchestration#ai-agents#ai-coding-assistant#antigravity#claude-code#codex#copilot-cli#cursor-cli#developer-tools#hermes#kimi-cli#kiro#mcp#model-context-protocol#multi-agent-systems#opencode#orchestration#python#tmux

awslabs/cli-agent-orchestrator holds a health index of 98 out of 100, placing it in the Exceptional band. It scores highest on Engineering Quality (96/100) and lowest on AI Readiness (70/100). It was last updated today. 5 contributors account for most of its recent work.

98
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.

98
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 88 is calibrated to 98 on the published index scale (record calibration 2026-08-02).

Ownership

Amazon Web Services - LabsOrganization · verified domain
11,445 followers1,027 public repossince Jan 2013

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIcli-agent-orchestrator2.4.11,331418 days agoagentsaiclaude-codeclicodexkimikiromcpmulti-agentorchestrationtmux

Metrics by category

Vitality

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

95Exceptional · 21% of overall

Development activity

91Excellent
How it's scored
36/36Push recency — last push 0 days ago
27/36Commit cadence — 39/52 weeks with commits
18/18Commit volume — 354 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 25 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year354
human_commit_share0.93
days_since_last_push0
active_weeks_last_year39

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 14 releases published
36/36Release recency — latest release 18 days ago
27/27Release cadence — a release every ~17.6 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count14
latest_release_tagv2.4.1
releases_from_tagsno
days_since_latest_release18
mean_days_between_releases17.6
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

74Good · 17% of overall

Popularity & adoption

72Good
How it's scored
49.3/60Stars — 1,096 stars
19.7/25Forks — 233 forks
2.7/15Watchers — 4 watchers
Inputs used
forks233
stars1,096
watchers4
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges2
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

52Moderate
How it's scored
41.7/80Monthly downloads — 1,331 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagescli-agent-orchestrator
dependents—
ecosystemspypi
total_downloads—
monthly_downloads1,331
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?

88Excellent · 23% of overall

Maintainer resilience (bus factor)

88Excellent
How it's scored
45.9/54Bus factor — 5 contributor(s) cover half of all commits
18.3/22.5Commit distribution — top contributor authored 19% of commits
13.5/13.5Contributor breadth — 56 contributors
10/10OpenSSF Scorecard: Contributors — project has 10 contributing companies or organizations
Inputs used
bus_factor5
contributors_sampled56
top_contributor_share0.188

Issue & PR responsiveness

74Good
How it's scored
26.5/42Issue resolution — 63% of issues closed
26/30PR acceptance — 352/406 decided PRs merged
8.1/13Newcomer PR acceptance — 5/8 first-time contributors' PRs merged in 30d
13.5/15OpenSSF Scorecard: Code-Review — Found 29/30 approved changesets -- score normalized to 9
Inputs used
merged_prs352
open_issues73
closed_issues125
prs_merged_7d16
prs_decided_7d17
prs_merged_30d50
prs_decided_30d55
issue_closed_ratio0.631
closed_unmerged_prs54
first_time_authors_30d7
first_time_prs_merged_30d5
first_time_prs_decided_30d8

Ownership & stewardship

100Exceptional
How it's scored
30/30Ownership backing — organization-owned
20/20Verified domain
25/25Owner reach — 11,445 followers of awslabs
25/25Track record — 1,027 public repos, account ~13 yr old
Inputs used
followers11,445
owner_typeOrganization
is_verifiedyes
owner_loginawslabs
public_repos1,027
account_age_days4,964

Package maintenance

92Excellent
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 18 days ago
12/20Version history — 4 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagescli-agent-orchestrator
ecosystemspypi
any_deprecatedno
min_days_since_publish18

Engineering Quality

Are baseline engineering and documentation practices in place?

96Exceptional · 19% of overall

Engineering practices

94Exceptional
How it's scored
24/24CI workflows — 10 workflow(s)
24/24Tests present
16/16Linter config — pyproject.toml ([tool.black], [tool.isort])
9.6/9.6Pre-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_configyes

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://awslabs.github.io/cli-agent-orchestrator/
10/10Repository description
10/10Topics — 19 topics
10/10Wiki
Inputs used
topicsagent-orchestration, ai-agents, ai-coding-assistant, antigravity, claude-code, codex, copilot-cli, cursor-cli, developer-tools, hermes, kimi-cli, kiro, mcp, model-context-protocol, multi-agent-systems, opencode, orchestration, python, tmux
has_wikiyes
homepagehttps://awslabs.github.io/cli-agent-orchestrator/
docs_sitehttps://awslabs.github.io/cli-agent-orchestrator/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

90Excellent · 16% of overall

Security posture

87Excellent
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
6.8/7.5Code-Review — Found 29/30 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 10 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 25 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate8.6
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

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_packages87
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:cli-agent-orchestrator@2.4.1 runtime dependency closure — what installing the published package pulls in — 87 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.

70Good · 4% of overall

Agent context & guidance

40Weak
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 93 of 93 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share1
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

92Excellent
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — pyproject.toml ([tool.black], [tool.isort])
11/11Static type checking — cao_mcp_apps/tsconfig.json, docusaurus/tsconfig.json, examples/aidlc-portfolio/tsconfig.json, mypy.ini, web/tsconfig.json
10/10Reproducible environment — devcontainer, lockfile
10/10Demonstrated agent practice — 14 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 5 of the last 100 commits are automated dependency updates
2/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock, package-lock.json, uv.lock
has_dockerfileno
typed_languageno
bootstrap_filesMakefile
has_devcontaineryes
has_linter_configyes
typecheck_configscao_mcp_apps/tsconfig.json, docusaurus/tsconfig.json, examples/aidlc-portfolio/tsconfig.json, mypy.ini, web/tsconfig.json
agent_commit_share0.14
toolchain_manifeststui/Cargo.toml
dependency_bot_commit_share0.05

Code legibility for models

80Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (cao_mcp_apps/tsconfig.json, docusaurus/tsconfig.json, examples/aidlc-portfolio/tsconfig.json, mypy.ini, web/tsconfig.json)
52.9/55Manageable file sizes — 28/748 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes314,961
source_files_sampled748
oversized_source_files28

Machine-readable interfaces

60Moderate
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files—
interfaces_expected_ofnetwork-service

Key facts

1,096GitHub stars
56contributors
354commits, last 12 months
0days since last push
14releases
5bus factor
73open issues
crates.io, npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • First-time contributor figures cover 12 of 22 authors (cap 12)
  • Could not fetch crates package 'cao-tui' from its registry

More detail

Star and fork history 0 ★ / 233 ⇿
0Stars
233Forks
14Releases

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.

0408012016020024023362025-102026-032026-08
Major 2Minor 4Patch 8
OpenSSF Scorecard 8.6 / 10
8.6aggregate

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 · 2026-08-22 16:21 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
9Code-ReviewFound 29/30 approved changesets -- score normalized to 9
10Contributorsproject has 10 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 25 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
8Vulnerabilities2 existing vulnerabilities detected
Direct dependencies 52
RegistryPackageVersion constraintManifest
npmgraphology^0.26.0cao_mcp_apps/package.json
npmgraphology-layout^0.6.1cao_mcp_apps/package.json
npmreact^18.3.1cao_mcp_apps/package.json
npmreact-dom^18.3.1cao_mcp_apps/package.json
npmsigma^3.0.3cao_mcp_apps/package.json
npm@docusaurus/core3.10.2docusaurus/package.json
npm@docusaurus/faster3.10.2docusaurus/package.json
npm@docusaurus/preset-classic3.10.2docusaurus/package.json
npm@mdx-js/react^3.0.0docusaurus/package.json
npmclsx^2.0.0docusaurus/package.json
npmprism-react-renderer^2.3.0docusaurus/package.json
npmreact^19.0.0docusaurus/package.json
npmreact-dom^19.0.0docusaurus/package.json
PyPIfastapi>=0.104.0pyproject.toml
PyPIfastmcp>=2.14.0,<4.0.0pyproject.toml
PyPImcp>=1.23.0pyproject.toml
PyPIpydantic>=2.10.6pyproject.toml
PyPIapscheduler>=3.10.4pyproject.toml
PyPIsqlalchemy>=2.0.0pyproject.toml
PyPIuvicorn>=0.24.0pyproject.toml
PyPIwebsockets>=12.0pyproject.toml
PyPIlibtmux>=0.51.0,<0.53.1pyproject.toml
PyPIclick>=8.2.0pyproject.toml
PyPIpython-dotenv>=1.2.2pyproject.toml
PyPIpython-frontmatter>=1.1.0pyproject.toml
PyPIrequests>=2.32.0pyproject.toml
PyPIrank-bm25>=0.2.2pyproject.toml
PyPIpyte>=0.8.2pyproject.toml
PyPIpyjwt>=2.8.0pyproject.toml
PyPIcryptography>=50.0.0pyproject.toml
PyPIjsonschema>=4.25pyproject.toml
PyPIjinja2>=3.1.0pyproject.toml
PyPIpyyaml>=6.0pyproject.toml
PyPImarkdown-it-py>=4.0.0pyproject.toml
PyPItomli>=2.0.0pyproject.toml
PyPIpsutil>=7.0.0pyproject.toml
crates.iothiserror2tui/Cargo.toml
crates.ioserde1tui/Cargo.toml
crates.ioserde_json1tui/Cargo.toml
crates.iominreq3tui/Cargo.toml
crates.ioratatui0.30.2tui/Cargo.toml
crates.iocrossterm0.29.0tui/Cargo.toml
crates.iovte0.14tui/Cargo.toml
npm@xterm/addon-fit^0.11.0web/package.json
npm@xterm/xterm^6.0.0web/package.json
npmgraphology^0.26.0web/package.json
npmgraphology-layout^0.6.1web/package.json
npmlucide-react^0.562.0web/package.json
npmreact^18.2.0web/package.json
npmreact-dom^18.2.0web/package.json
npmsigma^3.0.3web/package.json
npmzustand^4.4.0web/package.json
All dependencies 1,779

Full resolved dependency set from the GitHub dependency graph: 55 direct and 1,724 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
crates.iocrossterm0.29.0direct
crates.iominreq3.0.0direct
crates.ioratatui0.30.2direct
crates.ioserde1.0.229direct
crates.ioserde_json1.0.151direct
crates.iothiserror1.0.69direct
crates.iothiserror2.0.19direct
crates.iovte0.14.1direct
npm@docusaurus/core3.10.2direct
npm@docusaurus/faster3.10.2direct
npm@docusaurus/preset-classic3.10.2direct
npm@mdx-js/react3.1.1direct
npm@xterm/addon-fit0.11.0direct
npm@xterm/xterm6.0.0direct
npmclsx2.1.1direct
npmgraphology0.26.0direct
npmgraphology-layout0.6.1direct
npmlucide-react0.562.0direct
npmprism-react-renderer2.4.1direct
npmreact18.3.1direct
npmreact19.2.8direct
npmreact-dom18.3.1direct
npmreact-dom19.2.8direct
npmsigma3.0.3direct
npmzustand4.5.7direct
PyPIapscheduler3.11.0direct
PyPIclick8.3.0direct
PyPIclick8.4.2direct
PyPIcryptography50.0.0direct
PyPIfastapi0.136.3direct
PyPIfastapi0.138.2direct
PyPIfastmcp3.2.0direct
PyPIjinja23.1.6direct
PyPIjsonschema4.25.1direct
PyPIlibtmux0.51.0direct
PyPImarkdown-it-py4.0.0direct
PyPImcp1.28.1direct
PyPIpsutil7.2.2direct
PyPIpydantic2.11.9direct
PyPIpydantic2.13.4direct
PyPIpyjwt2.13.0direct
PyPIpyte0.8.2direct
PyPIpython-dotenv—direct
PyPIpython-dotenv1.2.2direct
PyPIpython-frontmatter1.1.0direct
PyPIpyyaml6.0.3direct
PyPIrank-bm250.2.2direct
PyPIrequests2.33.0direct
PyPIsqlalchemy2.0.43direct
PyPItomli2.2.1direct
PyPItomli2.4.1direct
PyPIuvicorn0.37.0direct
PyPIuvicorn0.49.0direct
PyPIwebsockets15.0.1direct
PyPIwebsockets16.0direct
crates.ioallocator-api20.2.21indirect
crates.ioanyhow1.0.104indirect
crates.ioapprox0.5.1indirect
crates.ioautocfg1.5.1indirect
crates.iobitflags1.3.2indirect
crates.iobitflags2.13.1indirect
crates.ioby_address1.2.1indirect
crates.iocastaway0.2.4indirect
crates.iocfg-if1.0.4indirect
crates.iocfg_aliases0.1.1indirect
crates.iocompact_str0.9.1indirect
crates.ioconvert_case0.10.0indirect
crates.iocrossterm_winapi0.9.1indirect
crates.iodarling0.23.0indirect
crates.iodarling_core0.23.0indirect
crates.iodarling_macro0.23.0indirect
crates.ioderanged0.5.8indirect
crates.ioderive_more2.1.1indirect
crates.ioderive_more-impl2.1.1indirect
crates.iodocument-features0.2.12indirect
crates.iodowncast-rs1.2.1indirect
crates.ioeither1.17.0indirect
crates.ioequivalent1.0.2indirect
crates.ioerrno0.3.14indirect
crates.iofast-srgb81.0.0indirect
crates.iofiledescriptor0.8.3indirect
crates.iofoldhash0.2.0indirect
crates.iohashbrown0.16.1indirect
crates.iohashbrown0.17.1indirect
crates.ioheck0.5.0indirect
crates.ioident_case1.0.1indirect
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crates.ioinstability0.3.12indirect
crates.ioitertools0.14.0indirect
crates.ioitoa1.0.18indirect
crates.iokasuari0.4.12indirect
crates.iolazy_static1.5.0indirect
crates.iolibc0.2.189indirect
crates.iolibm0.2.16indirect
crates.ioline-clipping0.3.7indirect
crates.iolinux-raw-sys0.12.1indirect
crates.iolitrs1.0.0indirect
crates.iolock_api0.4.14indirect
crates.iolog0.4.33indirect
crates.iolru0.18.1indirect
crates.iomemchr2.8.3indirect
crates.iomio1.2.2indirect
crates.ionix0.28.0indirect
crates.ionum-conv0.2.2indirect
crates.ionum-traits0.2.19indirect
crates.ionum_threads0.1.7indirect
crates.iopalette0.7.6indirect
crates.iopalette_derive0.7.6indirect
crates.ioparking_lot0.12.5indirect
crates.ioparking_lot_core0.9.12indirect
crates.ioportable-atomic1.14.0indirect
crates.ioportable-pty0.9.0indirect
crates.iopowerfmt0.2.0indirect
crates.ioproc-macro21.0.107indirect
crates.ioquote1.0.47indirect
crates.ioratatui-core0.1.2indirect
crates.ioratatui-crossterm0.1.2indirect
crates.ioratatui-widgets0.3.2indirect
crates.ioredox_syscall0.5.18indirect
crates.iorustc_version0.4.1indirect
crates.iorustix1.1.4indirect
crates.iorustversion1.0.23indirect
crates.ioryu1.0.23indirect
crates.ioscopeguard1.2.0indirect
crates.iosemver1.0.28indirect
crates.ioserde_core1.0.229indirect
crates.ioserde_derive1.0.229indirect
crates.ioserial20.2.37indirect
crates.ioshared_library0.1.9indirect
crates.ioshell-words1.1.1indirect
crates.iosignal-hook0.3.18indirect
crates.iosignal-hook-mio0.2.5indirect
crates.iosignal-hook-registry1.4.8indirect
crates.iosmallvec1.15.2indirect
crates.iostatic_assertions1.1.0indirect
crates.iostrsim0.11.1indirect
crates.iostrum0.28.0indirect
crates.iostrum_macros0.28.0indirect
crates.iosyn2.0.119indirect
crates.iosyn3.0.3indirect
crates.iothiserror-impl1.0.69indirect
crates.iothiserror-impl2.0.19indirect
crates.iotime0.3.55indirect
crates.iotime-core0.1.9indirect
crates.iounicode-ident1.0.24indirect
crates.iounicode-segmentation1.13.3indirect
crates.iounicode-truncate2.0.1indirect
crates.iounicode-width0.2.2indirect
crates.iowasi0.11.1+wasi-snapshot-preview1indirect
crates.iowinapi0.3.9indirect
crates.iowinapi-i686-pc-windows-gnu0.4.0indirect
crates.iowinapi-x86_64-pc-windows-gnu0.4.0indirect
crates.iowindows-link0.2.1indirect
crates.iowindows-sys0.61.2indirect
crates.iowinreg0.10.1indirect
crates.iozmij1.0.23indirect
npm@11ty/gray-matter1.0.0indirect
npm@adobe/css-tools4.4.4indirect
npm@ag-ui/client0.0.57indirect
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PyPIannotated-types0.7.0indirect
PyPIanyio4.11.0indirect
PyPIanyio4.14.1indirect
PyPIattrs25.3.0indirect
PyPIauthlib1.7.2indirect
PyPIbackports-asyncio-runner1.2.0indirect
PyPIbackports-tarfile1.2.0indirect
PyPIbeartype0.22.9indirect
PyPIblack26.3.1indirect
PyPIcachetools7.0.1indirect
PyPIcaio0.9.25indirect
PyPIcertifi2025.8.3indirect
PyPIcertifi2026.6.17indirect
PyPIcffi2.0.0indirect
PyPIcharset-normalizer3.4.3indirect
PyPIcli-agent-orchestrator—indirect
PyPIcli-agent-orchestrator2.4.1indirect
PyPIcolorama0.4.6indirect
PyPIcoverage7.10.7indirect
PyPIcyclopts4.5.2indirect
PyPIdnspython2.8.0indirect
PyPIdocstring-parser0.17.0indirect
PyPIdocutils0.22.2indirect
PyPIemail-validator2.3.0indirect
PyPIexceptiongroup1.3.0indirect
PyPIexceptiongroup1.3.1indirect
PyPIexecnet2.1.1indirect
PyPIfleet-panel0.1.0indirect
PyPIgoogleapis-common-protos1.75.0indirect
PyPIgreenlet3.2.4indirect
PyPIgrpcio1.82.1indirect
PyPIh110.16.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttptools0.6.4indirect
PyPIhttptools0.8.0indirect
PyPIhttpx—indirect
PyPIhttpx0.28.1indirect
PyPIhttpx-sse0.4.1indirect
PyPIhypothesis6.155.7indirect
PyPIidna3.15indirect
PyPIidna3.18indirect
PyPIimportlib-metadata8.7.1indirect
PyPIiniconfig2.1.0indirect
PyPIiniconfig2.3.0indirect
PyPIisort6.0.1indirect
PyPIjaraco-classes3.4.0indirect
PyPIjaraco-context6.1.0indirect
PyPIjaraco-functools4.4.0indirect
PyPIjeepney0.9.0indirect
PyPIjoserfc1.7.3indirect
PyPIjsonref1.1.0indirect
PyPIjsonschema-path0.3.4indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIkeyring25.7.0indirect
PyPImarkupsafe3.0.3indirect
PyPImdurl0.1.2indirect
PyPImore-itertools10.8.0indirect
PyPImypy1.18.2indirect
PyPImypy-extensions1.1.0indirect
PyPInetworkx3.4.2indirect
PyPInetworkx3.6.1indirect
PyPInumpy2.2.6indirect
PyPInumpy2.4.6indirect
PyPIopenapi-pydantic0.5.1indirect
PyPIopentelemetry-api1.44.0indirect
PyPIopentelemetry-exporter-otlp-proto-common1.44.0indirect
PyPIopentelemetry-exporter-otlp-proto-grpc1.44.0indirect
PyPIopentelemetry-proto1.44.0indirect
PyPIopentelemetry-sdk1.44.0indirect
PyPIopentelemetry-semantic-conventions0.65b0indirect
PyPIpackaging25.0indirect
PyPIpackaging26.2indirect
PyPIpathable0.4.4indirect
PyPIpathspec1.0.4indirect
PyPIplatformdirs4.4.0indirect
PyPIpluggy1.6.0indirect
PyPIprotobuf7.35.1indirect
PyPIpy-key-value-aio0.4.4indirect
PyPIpycparser2.23indirect
PyPIpydantic-core2.33.2indirect
PyPIpydantic-core2.46.4indirect
PyPIpydantic-settings2.11.0indirect
PyPIpygments2.20.0indirect
PyPIpyperclip1.11.0indirect
PyPIpytest9.0.3indirect
PyPIpytest9.1.1indirect
PyPIpytest-asyncio1.3.0indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-cov7.0.0indirect
PyPIpytest-mock3.15.1indirect
PyPIpytest-xdist3.8.0indirect
PyPIpython-multipart0.0.31indirect
PyPIpytokens0.4.1indirect
PyPIpywin32311indirect
PyPIpywin32-ctypes0.2.3indirect
PyPIreferencing0.36.2indirect
PyPIrich14.1.0indirect
PyPIrich-rst1.3.1indirect
PyPIrpds-py0.27.1indirect
PyPIsecretstorage3.5.0indirect
PyPIsniffio1.3.1indirect
PyPIsortedcontainers2.4.0indirect
PyPIsse-starlette3.0.2indirect
PyPIstarlette1.3.1indirect
PyPItypes-psutil7.2.2.20260518indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-inspection0.4.2indirect
PyPItzdata2025.2indirect
PyPItzlocal5.3.1indirect
PyPIuncalled-for0.2.0indirect
PyPIurllib32.7.0indirect
PyPIuvloop0.21.0indirect
PyPIuvloop0.22.1indirect
PyPIwatchfiles1.1.0indirect
PyPIwatchfiles1.2.0indirect
PyPIwcwidth0.8.1indirect
PyPIzipp3.23.0indirect
Dependency advisories 0

Installing pypi:cli-agent-orchestrator@2.4.1 pulls in 87 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.