Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-08 17:17 UTC

Asymptote-Labs / agent-beacon

Agent Beacon is the world's first open-source telemetry layer for AI agents wherever they run: locally, in CI, in the browser, or in the cloud.

GoMIT★ 332 stars⑂ 18 forkssince May 2026View on GitHub ↗
#security-tools#agent-ai-cli#agent-security#endpoint-security#mobile-device-management#security#ci#cloud#claude-code#codex#cursor#detection-engineering#browser-extension

Asymptote-Labs/agent-beacon holds a health index of 87 out of 100, placing it in the Excellent band. It scores highest on AI Readiness (90/100) and lowest on Community & Adoption (60/100). It was last updated 1 day ago. 2 contributors account for most of its recent work.

87
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.

87
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 73 is calibrated to 87 on the published index scale (record calibration 2026-08-02).

Ownership

Asymptote LabsOrganization · verified domain
10 followers4 public repossince Oct 2025

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/Asymptote-Labs/agent-beaconv1.3.8-1241 day ago

Metrics by category

Vitality

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

82Excellent · 21% of overall

Development activity

76Good
How it's scored
36/36Push recency — last push 1 days ago
11.8/36Commit cadence — 17/52 weeks with commits
18/18Commit volume — 1,367 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_year1,367
human_commit_share1
days_since_last_push1
active_weeks_last_year17

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 1 days ago
27/27Release cadence — a release every ~0.7 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv1.3.8
releases_from_tagsno
days_since_latest_release1
mean_days_between_releases0.7

Community & Adoption

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

60Moderate · 17% of overall

Popularity & adoption

51Moderate
How it's scored
40.9/60Stars — 332 stars
10.3/25Forks — 18 forks
0/15Watchers — 0 watchers
Inputs used
forks18
stars332
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

70Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges6
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateno

Sustainability & Governance

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

68Good · 23% of overall

Maintainer resilience (bus factor)

61Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
13.7/22.5Commit distribution — top contributor authored 39% of commits
12.2/13.5Contributor breadth — 9 contributors
10/10OpenSSF Scorecard: Contributors — project has 11 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled9
top_contributor_share0.393

Issue & PR responsiveness

56Moderate
How it's scored
19.4/42Issue resolution — 46% of issues closed
28.9/30PR acceptance — 451/468 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/16 approved changesets -- score normalized to 0
Inputs used
merged_prs451
open_issues7
closed_issues6
prs_merged_7d49
prs_decided_7d49
prs_merged_30d60
prs_decided_30d60
issue_closed_ratio0.462
closed_unmerged_prs17
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

64Moderate
How it's scored
30/30Ownership backing — organization-owned
20/20Verified domain
7.5/25Owner reach — 10 followers of Asymptote-Labs
7/25Track record — 4 public repos, account ~0 yr old
Inputs used
followers10
owner_typeOrganization
is_verifiedyes
owner_loginAsymptote-Labs
public_repos4
account_age_days341

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 1 days ago
20/20Version history — 124 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/Asymptote-Labs/agent-beacon
ecosystemsgo
any_deprecatedno
min_days_since_publish1

Engineering Quality

Are baseline engineering and documentation practices in place?

81Excellent · 19% of overall

Engineering practices

68Good
How it's scored
24/24CI workflows — 6 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 15 out of 15 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://docs.asymptotelabs.ai
10/10Repository description
10/10Topics — 14 topics
10/10Wiki
Inputs used
topicssecurity-tools, agent-ai-cli, agent-security, endpoint-security, mobile-device-management, security-information-and-event-management, security, ci, cloud, claude-code, codex, cursor, detection-engineering, browser-extension
has_wikiyes
homepagehttps://docs.asymptotelabs.ai
docs_sitehttps://docs.asymptotelabs.ai
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

70Good · 16% of overall

Security posture

63Moderate
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 — 15 out of 15 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
0/7.5Code-Review — Found 0/16 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 11 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
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
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.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate6.3

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_packages275
unassessed_packages0
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 275 resolved dependencies against OSV. 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.

90Excellent · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md, beacon-sandbox/AGENTS.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://docs.asymptotelabs.ai/llms.txt)
40/40Legible commit history — 86 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://docs.asymptotelabs.ai/llms.txt
legible_history_share0.86
agent_instruction_filesAGENTS.md, CLAUDE.md, beacon-sandbox/AGENTS.md
agent_instruction_max_bytes39,112

Verify loop (build / test / typecheck)

76Good
How it's scored
18/18One-command bootstrap — cli/beacon-hooks/Makefile, cli/beacon/Makefile
22/22Automated tests
0/11Lint / format config
11/11Static type checking — browser-extension/tsconfig.json, packages/asymptote-sdk-js/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 69 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
5/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_filescli/beacon-hooks/Makefile, cli/beacon/Makefile
has_devcontainerno
has_linter_configno
typecheck_configsbrowser-extension/tsconfig.json, packages/asymptote-sdk-js/tsconfig.json
agent_commit_share0.69
toolchain_manifestsbeacon-sandbox/go.mod, cli/beacon-hooks/go.mod, cli/beacon/go.mod, collector-builder/exporter/beaconjsonexporter/go.mod, pkg/asymptoteobserve/go.mod
dependency_bot_commit_share0

Code legibility for models

99Exceptional
How it's scored
45/45Type-checkable code — Go (statically typed)
54.4/55Manageable file sizes — 6/553 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes98,976
source_files_sampled553
oversized_source_files6

Machine-readable interfaces

100Exceptional
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files—
interfaces_expected_of—
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

332GitHub stars
9contributors
1,367commits, last 12 months
1days since last push
100releases
2bus factor
7open issues
Go, npmpackage ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 18 ⇿
0Stars
18Forks
98Releases

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.

0481216201822026-052026-072026-09
Major 1Minor 3Patch 94
OpenSSF Scorecard 6.3 / 10
6.3aggregate

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 · 2026-09-08 17:16 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests15 out of 15 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/16 approved changesets -- score normalized to 0
10Contributorsproject has 11 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
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
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.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 3
RegistryPackageVersion constraintManifest
Gogithub.com/asymptote-labs/agent-beacon/pkg/asymptoteobservev0.0.0beacon-sandbox/go.mod
Gogithub.com/modal-labs/modal-client/gov0.9.0beacon-sandbox/go.mod
Gogopkg.in/yaml.v3v3.0.1beacon-sandbox/go.mod
All dependencies 275

Full resolved dependency set from the GitHub dependency graph: 2 direct and 273 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npm@types/node22.20.1indirect
npm@types/node25.9.2indirect
npm@vitest/expect4.1.11indirect
npm@vitest/expect4.1.8indirect
npm@vitest/mocker4.1.11indirect
npm@vitest/mocker4.1.8indirect
npm@vitest/pretty-format4.1.11indirect
npm@vitest/pretty-format4.1.8indirect
npm@vitest/runner4.1.11indirect
npm@vitest/runner4.1.8indirect
npm@vitest/snapshot4.1.11indirect
npm@vitest/snapshot4.1.8indirect
npm@vitest/spy4.1.11indirect
npm@vitest/spy4.1.8indirect
npm@vitest/utils4.1.11indirect
npm@vitest/utils4.1.8indirect
npmacorn8.16.0indirect
npmacorn-import-attributes1.9.5indirect
npmassertion-error2.0.1indirect
npmbase64-js1.5.1indirect
npmchai6.2.2indirect
npmcjs-module-lexer1.4.3indirect
npmcjs-module-lexer2.2.0indirect
npmconvert-source-map2.0.0indirect
npmdebug4.4.3indirect
npmdetect-libc2.1.2indirect
npmes-errors1.3.0indirect
npmes-module-lexer2.1.0indirect
npmes-module-lexer2.3.2indirect
npmesbuild0.28.1indirect
npmestree-walker3.0.3indirect
npmexpect-type1.3.0indirect
npmexpect-type1.4.0indirect
npmfast-sha2561.3.0indirect
npmfdir6.5.0indirect
npmfsevents2.3.2indirect
npmfsevents2.3.3indirect
npmfunction-bind1.1.2indirect
npmhasown2.0.4indirect
npmimport-in-the-middle1.15.0indirect
npmimport-in-the-middle3.0.1indirect
npmis-core-module2.16.2indirect
npmjs-tiktoken1.0.21indirect
npmjson-schema-to-ts3.1.1indirect
npmlightningcss1.32.0indirect
npmlightningcss1.33.0indirect
npmlightningcss-android-arm641.32.0indirect
npmlightningcss-android-arm641.33.0indirect
npmlightningcss-darwin-arm641.32.0indirect
npmlightningcss-darwin-arm641.33.0indirect
npmlightningcss-darwin-x641.32.0indirect
npmlightningcss-darwin-x641.33.0indirect
npmlightningcss-freebsd-x641.32.0indirect
npmlightningcss-freebsd-x641.33.0indirect
npmlightningcss-linux-arm-gnueabihf1.32.0indirect
npmlightningcss-linux-arm-gnueabihf1.33.0indirect
npmlightningcss-linux-arm64-gnu1.32.0indirect
npmlightningcss-linux-arm64-gnu1.33.0indirect
npmlightningcss-linux-arm64-musl1.32.0indirect
npmlightningcss-linux-arm64-musl1.33.0indirect
npmlightningcss-linux-x64-gnu1.32.0indirect
npmlightningcss-linux-x64-gnu1.33.0indirect
npmlightningcss-linux-x64-musl1.32.0indirect
npmlightningcss-linux-x64-musl1.33.0indirect
npmlightningcss-win32-arm64-msvc1.32.0indirect
npmlightningcss-win32-arm64-msvc1.33.0indirect
npmlightningcss-win32-x64-msvc1.32.0indirect
npmlightningcss-win32-x64-msvc1.33.0indirect
npmmagic-string0.30.21indirect
npmmodule-details-from-path1.0.4indirect
npmms2.1.3indirect
npmnanoid3.3.18indirect
npmobug2.1.2indirect
npmobug2.1.4indirect
npmpath-parse1.0.7indirect
npmpathe2.0.3indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.4indirect
npmpicomatch4.0.7indirect
npmplaywright1.62.1indirect
npmplaywright-core1.62.1indirect
npmpostcss8.5.26indirect
npmrequire-in-the-middle7.5.2indirect
npmrequire-in-the-middle8.0.1indirect
npmresolve1.22.12indirect
npmrolldown1.0.3indirect
npmrolldown1.2.5indirect
npmsiginfo2.0.0indirect
npmsource-map-js1.2.1indirect
npmstackback0.0.2indirect
npmstandardwebhooks1.0.0indirect
npmstd-env4.1.0indirect
npmstd-env4.2.0indirect
npmsupports-preserve-symlinks-flag1.0.0indirect
npmtinybench2.9.0indirect
npmtinyexec1.2.4indirect
npmtinyexec1.3.0indirect
npmtinyglobby0.2.17indirect
npmtinyrainbow3.1.0indirect
npmtinyrainbow3.1.1indirect
npmts-algebra2.0.0indirect
npmtslib2.8.1indirect
npmtypescript5.9.3indirect
npmtypescript6.0.3indirect
npmundici-types6.21.0indirect
npmundici-types7.24.6indirect
npmvite8.0.16indirect
npmvite8.2.2indirect
npmvitest4.1.11indirect
npmvitest4.1.8indirect
npmwhy-is-node-running2.3.0indirect
Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 275 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct.

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

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

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