Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-22 05:53 UTC

desplega-ai / agent-swarm

Your Company Agentic Operating System

TypeScriptMIT★ 923 stars⑂ 128 forkssince Dec 2025View on GitHub ↗
KindNetwork serviceLibraryCommand-line toolWeb interfaceMCP serverChat botTerminal interfacehow this is determined

desplega-ai/agent-swarm holds a health index of 94 out of 100, placing it in the Exceptional band. It scores highest on AI Readiness (98/100) and lowest on Sustainability & Governance (68/100). It was last updated today. A single contributor accounts for most of its recent work.

94
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.

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

Ownership

Desplega LabsOrganization
33 followers54 public repossince Aug 2025

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

Package ecosystems

Metrics by category

Vitality

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

91Excellent · 21% of overall
How it's scored
36/36Push recency — last push 0 days ago
28.4/36Commit cadence — 41/52 weeks with commits
18/18Commit volume — 2,925 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year2,925
human_commit_share0.99
days_since_last_push0
active_weeks_last_year41
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~0.6 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv2.4.5
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases0.6

Community & Adoption

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

80Excellent · 17% of overall
How it's scored
48.1/60Stars — 923 stars
17.5/25Forks — 128 forks
6/15Watchers — 13 watchers
Inputs used
forks128
stars923
watchers13
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 (MIT)
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_badges10
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateyes
How it's scored
60.8/80Monthly downloads — 36,055 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packages@desplega.ai/agent-swarm
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads36,055
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?

68Good · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
10.3/22.5Commit distribution — top contributor authored 54% of commits
13.5/13.5Contributor breadth — 36 contributors
10/10OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled36
top_contributor_share0.544
How it's scored
35.7/42Issue resolution — 85% of issues closed
27.4/30PR acceptance — 1,952/2,140 decided PRs merged
8.7/13Newcomer PR acceptance — 2/3 first-time contributors' PRs merged in 30d
12/15OpenSSF Scorecard: Code-Review — Found 26/29 approved changesets -- score normalized to 8
Inputs used
merged_prs1,952
open_issues24
closed_issues135
prs_merged_7d58
prs_decided_7d59
prs_merged_30d58
prs_decided_30d59
issue_closed_ratio0.849
closed_unmerged_prs188
first_time_authors_30d3
first_time_prs_merged_30d2
first_time_prs_decided_30d3
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
11/25Owner reach — 33 followers of desplega-ai
15.1/25Track record — 54 public repos, account ~1 yr old
Inputs used
followers33
owner_typeOrganization
is_verifiedno
owner_logindesplega-ai
public_repos54
account_age_days446

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on npm
35/35Publish recency — latest publish 0 days ago
20/20Version history — 227 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packages@desplega.ai/agent-swarm
ecosystemsnpm
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

90Excellent · 19% of overall
How it's scored
24/24CI workflows — 12 workflow(s)
24/24Tests present
16/16Linter config — biome.json, eslint.config.mjs
0/9.6Pre-commit hooks
6.4/6.4.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_editorconfigyes
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://agent-swarm.dev
10/10Repository description
10/10Topics — 20 topics
0/10Wiki
Inputs used
topicsagentic-os, agent-teams, agent-runtime, agent-coordination, agent-infrastructure, agent-os, agent-swarm, agentic-workflows, ai-orchestration, claude-agent-sdk, llm-orchestration, multi-agent-orchestration, openai-codex, parallel-agents, slack-bot, subagents, ai-operating-system, ai-os, company-brain, company-os
has_wikino
homepagehttps://agent-swarm.dev
docs_sitehttps://agent-swarm.dev
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

73Good · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-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
6/7.5Code-Review — Found 26/29 approved changesets -- score normalized to 8
2.5/2.5Contributors — project has 6 contributing companies or organizations
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 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
3/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
4/5SAST — SAST tool is not run on all commits -- score normalized to 8
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
4.5/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 227 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate6.6

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages551
unassessed_packages124
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 551 resolved dependencies against OSV. 124 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. 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.

98Exceptional · 4% of overall
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md, apps/ui/AGENTS.md, apps/ui/CLAUDE.md, docs-site/AGENTS.md, docs-site/CLAUDE.md, templates/official/coder/CLAUDE.md, templates/official/content-reviewer/CLAUDE.md, templates/official/content-strategist/CLAUDE.md, templates/official/content-writer/CLAUDE.md, templates/official/discoverability-optimizer/CLAUDE.md, templates/official/forward-deployed-engineer/CLAUDE.md, templates/official/lead/CLAUDE.md, templates/official/researcher/CLAUDE.md, templates/official/reviewer/CLAUDE.md, templates/official/tester/CLAUDE.md, templates/official/ux-principles/CLAUDE.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://agent-swarm.dev/llms.txt)
40/40Legible commit history — 99 of 99 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://agent-swarm.dev/llms.txt
legible_history_share1
agent_instruction_filesAGENTS.md, CLAUDE.md, apps/ui/AGENTS.md, apps/ui/CLAUDE.md, docs-site/AGENTS.md, docs-site/CLAUDE.md, templates/official/coder/CLAUDE.md, templates/official/content-reviewer/CLAUDE.md, templates/official/content-strategist/CLAUDE.md, templates/official/content-writer/CLAUDE.md, templates/official/discoverability-optimizer/CLAUDE.md, templates/official/forward-deployed-engineer/CLAUDE.md, templates/official/lead/CLAUDE.md, templates/official/researcher/CLAUDE.md, templates/official/reviewer/CLAUDE.md, templates/official/tester/CLAUDE.md, templates/official/ux-principles/CLAUDE.md
agent_instruction_max_bytes41,511
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — biome.json, eslint.config.mjs
11/11Static type checking — apps/evals/tsconfig.json, apps/evals/ui/tsconfig.json, apps/templates-ui/tsconfig.json, apps/ui/tsconfig.json, assets/video-source/tsconfig.json, docs-site/tsconfig.json, packages/model-catalog/tsconfig.json, packages/model-routing/tsconfig.json, packages/ui-e2e/tsconfig.json, scripts/e2e/tsconfig.json, tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 9 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 1 of the last 100 commits are automated dependency updates
6/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
Inputs used
has_nixno
has_testsyes
lockfilespnpm-lock.yaml
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configsapps/evals/tsconfig.json, apps/evals/ui/tsconfig.json, apps/templates-ui/tsconfig.json, apps/ui/tsconfig.json, assets/video-source/tsconfig.json, docs-site/tsconfig.json, packages/model-catalog/tsconfig.json, packages/model-routing/tsconfig.json, packages/ui-e2e/tsconfig.json, scripts/e2e/tsconfig.json, tsconfig.json
agent_commit_share0.09
toolchain_manifests—
dependency_bot_commit_share0.01
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
54.4/55Manageable file sizes — 37/3,545 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes1,168,303
source_files_sampled3,545
oversized_source_files37
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — openapi.json
20/20MCP server
40/40Runnable examples — example, examples
Inputs used
example_dirsexample, examples
has_mcp_signalyes
api_schema_filesopenapi.json
interfaces_expected_ofchat-bot, network-service

Key facts

923GitHub stars
36contributors
2,925commits, last 12 months
0days since last push
100releases
1bus factor
24open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'agent-swarm-deploy-workaround' from its registry
  • deps.dev does not index npm:@desplega.ai/agent-swarm@2.4.5; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 0 ★ / 128 ⇿
0Stars
128Forks
97Releases

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.

025507510012515012772025-122026-052026-10
Major 1Minor 70Patch 26
OpenSSF Scorecard 6.6 / 10
6.6aggregate

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 · 2026-10-22 05:52 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-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
8Code-ReviewFound 26/29 approved changesets -- score normalized to 8
10Contributorsproject has 6 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
6Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
8SASTSAST tool is not run on all commits -- score normalized to 8
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
6Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities227 existing vulnerabilities detected
Direct dependencies 67
RegistryPackageVersion constraintManifest
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All dependencies 675

Full resolved dependency set from the GitHub dependency graph: 79 direct and 596 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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npmremark-gfm4.0.1indirect
npmremark-gfm^4.0.1indirect
npmremark-mdx3.1.1indirect
npmremark-parse11.0.0indirect
npmremark-rehype11.1.2indirect
npmremark-stringify11.0.0indirect
npmremotion^4.0.0indirect
npmrequire-from-string2.0.2indirect
npmrobust-predicates3.0.3indirect
npmroughjs4.6.6indirect
npmrw1.3.3indirect
npmsafer-buffer2.1.2indirect
npmsatori^0.33.5indirect
npmsax1.6.0indirect
npmscheduler0.27.0indirect
npmscroll-into-view-if-needed3.1.0indirect
npmsemver7.8.5indirect
npmsharp0.35.5indirect
npmsonner^2.0.7indirect
npmsource-map0.7.6indirect
npmsource-map-js1.2.2indirect
npmspace-separated-tokens2.0.2indirect
npmstreamdown^2.5.0indirect
npmstrictdom1.0.1indirect
npmstringify-entities4.0.4indirect
npmstrnum2.3.0indirect
npmstyle-to-js1.1.21indirect
npmstyle-to-object1.0.14indirect
npmstyled-jsx5.1.6indirect
npmstylis4.4.0indirect
npmtailwind-merge3.5.0indirect
npmtailwind-merge^3.5.0indirect
npmtailwindcss4.2.1indirect
npmtailwindcss^4indirect
npmtailwindcss^4.2.1indirect
npmtapable2.3.0indirect
npmtinyexec1.1.2indirect
npmtinyglobby0.2.15indirect
npmtinyglobby0.2.17indirect
npmtrim-lines3.0.1indirect
npmtrough2.2.0indirect
npmts-dedent2.2.0indirect
npmts-morph^28.0.0indirect
npmtslib2.8.1indirect
npmtsx4.23.15indirect
npmtunnel-rat^0.1.2indirect
npmturbo^2.10.0indirect
npmtw-animate-css^1.4.0indirect
npmtypescript5.9.3indirect
npmtypescript^5indirect
npmtypescript^5.5.0indirect
npmtypescript^5.9.0indirect
npmtypescript~5.9.3indirect
npmundici-types6.21.0indirect
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
npmuse-callback-ref1.3.3indirect
npmuse-sidecar1.1.3indirect
npmutil-deprecate1.0.2indirect
npmuuid14.0.0indirect
npmvfile6.0.3indirect
npmvfile-location5.0.3indirect
npmvfile-message4.0.3indirect
npmvite^7.1.0indirect
npmvite^7.3.5indirect
npmweb-namespaces2.0.1indirect
npmxml-js1.6.11indirect
npmxml-naming0.1.0indirect
npmyaml2.9.0indirect
npmyaml^2.9.0indirect
npmzwitch2.0.4indirect
Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 551 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct. 124 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

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.

Raw JSON report machine-readable

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

The message is kept through sign-in.

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 — npm.