Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-05 23:58 UTC

desplega-ai / agent-swarm

Your Company Agentic Operating System

TypeScriptMIT★ 743 stars⑂ 96 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 89 out of 100, placing it in the Excellent band. It scores highest on AI Readiness (98/100) and lowest on Security (58/100). It was last updated today. A single contributor accounts for most of its recent work.

89
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.

89
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 75 is calibrated to 89 on the published index scale (record calibration 2026-08-02).

Ownership

Desplega LabsOrganization
24 followers47 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?

89Excellent · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
24.9/36Commit cadence36/52 weeks with commits
18/18Commit volume2,113 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year2,113
human_commit_share0.99
days_since_last_push0
active_weeks_last_year36
How it's scored
27/27Ships releases100 releases published
36/36Release recencylatest release 0 days ago
27/27Release cadencea release every ~1.9 days
0/10OpenSSF Scorecard: Signed-ReleasesProject has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv1.139.0
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases1.9

Community & Adoption

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

73Good · 17% of overall
How it's scored
46.6/60Stars743 stars
16.5/25Forks96 forks
5.3/15Watchers10 watchers
Inputs used
forks96
stars743
watchers10
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

85Excellent
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (MIT)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges9
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateno
How it's scored
51.1/80Monthly downloads6,837 downloads/month across npm
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packages@desplega.ai/agent-swarm
dependents
ecosystemsnpm
total_downloads
monthly_downloads6,837
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?

64Moderate · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
10.7/22.5Commit distributiontop contributor authored 52% of commits
13.5/13.5Contributor breadth14 contributors
10/10OpenSSF Scorecard: Contributorsproject has 5 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled14
top_contributor_share0.523
How it's scored
36.6/42Issue resolution87% of issues closed
26.7/30PR acceptance1,135/1,273 decided PRs merged
0/13Newcomer PR acceptance0/1 first-time contributors' PRs merged in 30d
7.5/15OpenSSF Scorecard: Code-ReviewFound 17/30 approved changesets -- score normalized to 5
Inputs used
merged_prs1,135
open_issues9
closed_issues61
prs_merged_7d49
prs_decided_7d52
prs_merged_30d54
prs_decided_30d57
issue_closed_ratio0.871
closed_unmerged_prs138
first_time_authors_30d1
first_time_prs_merged_30d0
first_time_prs_decided_30d1
How it's scored
30/30Ownership backingorganization-owned
0/20Verified domain
10.1/25Owner reach24 followers of desplega-ai
14.4/25Track record47 public repos, account ~1 yr old
Inputs used
followers24
owner_typeOrganization
is_verifiedno
owner_logindesplega-ai
public_repos47
account_age_days400

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on npm
35/35Publish recencylatest publish 0 days ago
20/20Version history178 published versions
20/20Not deprecatedactive, 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?

84Excellent · 19% of overall
How it's scored
24/24CI workflows9 workflow(s)
24/24Tests present
16/16Linter configbiome.json, eslint.config.mjs
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests30 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
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage sitehttps://agent-swarm.dev
10/10Repository description
10/10Topics18 topics
10/10Wiki
Inputs used
topicsai-agents, agentic, agentic-framework, agentic-os, ai-memory-system, harness-execution-layer, agent-teams, multi-agent, docker, self-hosted, agent-harness, harness-engineering, agent-memory, ai-memory, llms, human-in-the-loop, orchestration, framework
has_wikiyes
homepagehttps://agent-swarm.dev
docs_sitehttps://agent-swarm.dev
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

58Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
2.2/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
2.5/2.5CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3.8/7.5Code-ReviewFound 17/30 approved changesets -- score normalized to 5
2.5/2.5Contributorsproject has 5 contributing companies or organizations
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
3/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
4.5/5SASTSAST tool is not run on all commits -- score normalized to 9
0/5Security-Policysecurity policy file not detected
0/7.5Signed-ReleasesProject has not signed or included provenance with any releases.
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities202 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5.6
How it's scored
10.9/35Direct dependencies free of known advisories2 affected: next 16.2.6 (high 8.2), mermaid 11.15.0 (moderate 4.3)
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
40/40No advisories left outstandingno advisory has been public longer than 90 days
Inputs used
sourceosv
advisories47
affected_packages12
assessed_packages531
unassessed_packages114
affected_by_severityhigh 8, moderate 3, low 1
direct_affected_packages2
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 531 resolved dependencies against OSV. 114 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 instructionsAGENTS.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 history99 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_bytes32,753
How it's scored
18/18One-command bootstrapMakefile
22/22Automated tests
11/11Lint / format configbiome.json, eslint.config.mjs
11/11Static type checkingapps/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, scripts/e2e/tsconfig.json, tsconfig.json
10/10Reproducible environmentDockerfile, lockfile
10/10Demonstrated agent practice12 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance1 of the last 100 commits are automated dependency updates
6/10OpenSSF Scorecard: Pinned-Dependenciesdependency 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, scripts/e2e/tsconfig.json, tsconfig.json
agent_commit_share0.12
toolchain_manifests
dependency_bot_commit_share0.01
How it's scored
45/45Type-checkable codeTypeScript (statically typed)
54.3/55Manageable file sizes25/1,929 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes846,673
source_files_sampled1,929
oversized_source_files25
How it's scored
40/40API schema (OpenAPI/GraphQL/proto)openapi.json
20/20MCP server
40/40Runnable examplesexamples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_filesopenapi.json
interfaces_expected_ofchat-bot, network-service

Key facts

743GitHub stars
14contributors
2,113commits, last 12 months
0days since last push
100releases
1bus factor
9open 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@1.139.0; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 0 ★ / 96 ⇿
0Stars
96Forks
99Releases

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.

0204060801009582025-122026-042026-09
Major 0Minor 59Patch 39
OpenSSF Scorecard 5.6 / 10
5.6aggregate

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 · 2026-09-05 23:58 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
5Code-ReviewFound 17/30 approved changesets -- score normalized to 5
10Contributorsproject has 5 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
9SASTSAST tool is not run on all commits -- score normalized to 9
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities202 existing vulnerabilities detected
Direct dependencies 54
RegistryPackageVersion constraintManifest
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All dependencies 645

Full resolved dependency set from the GitHub dependency graph: 66 direct and 579 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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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
npmzwitch2.0.4indirect
Dependency advisories 12

This repository publishes no package the index resolves, so its own dependency graph was assessed — 531 packages, which also include development and test pins that never ship: 12 carry known advisories, of which 2 are direct. 114 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
next16.2.6directhigh916.2.11
fast-uri3.1.2indirecthigh64.1.3
image-size2.0.2indirecthigh2
js-yaml4.1.1indirecthigh34.3.1
nanoid3.3.12indirecthigh25.1.16
postcss8.4.31indirecthigh48.5.23
postcss8.5.11indirecthigh38.5.23
sharp0.34.5indirecthigh10.35.0
mermaid11.15.0directmoderate511.16.1
dompurify3.4.2indirectmoderate103.4.13
postcss-selector-parser7.1.1indirectmoderate17.1.3
esbuild0.27.3indirectlow10.28.1

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

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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 statisticsnpm.