Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-21 13:56 UTC

fsprojects / FSharp.Data.Adaptive

On-demand adaptive/incremental data for F# https://fsprojects.github.io/FSharp.Data.Adaptive/

F#MIT★ 254 stars⑂ 24 forkssince Sep 2019View on GitHub ↗

fsprojects/FSharp.Data.Adaptive holds a health index of 63 out of 100, placing it in the Moderate band. It scores highest on Vitality (66/100) and lowest on AI Readiness (46/100). It was last updated today. A single contributor accounts for most of its recent work.

63
overall / 100
Moderate

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.

63
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 59 is calibrated to 63 on the published index scale (record calibration 2026-08-02).

Ownership

333 followers125 public repossince Nov 2013

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

Metrics by category

Vitality

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

66Good · 21% of overall
How it's scored
36/36Push recency — last push 0 days ago
4.2/36Commit cadence — 6/52 weeks with commits
8.6/18Commit volume — 8 commits in the last year
6/10OpenSSF Scorecard: Maintained — 6 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 6
Inputs used
commits_last_year8
human_commit_share1
days_since_last_push0
active_weeks_last_year6
How it's scored
27/27Ships releases — 41 releases published
36/36Release recency — latest release 0 days ago
19.8/27Release cadence — a release every ~68.8 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count41
latest_release_tag1.2.27
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases68.8

Community & Adoption

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

54Moderate · 17% of overall
How it's scored
39/60Stars — 254 stars
11.3/25Forks — 24 forks
7/15Watchers — 19 watchers
Inputs used
forks24
stars254
watchers19
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges5
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_servicesbadgen.net, github.com
has_pull_request_templateno

Sustainability & Governance

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

62Moderate · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
6.3/22.5Commit distribution — top contributor authored 72% of commits
13.5/13.5Contributor breadth — 10 contributors
10/10OpenSSF Scorecard: Contributors — project has 10 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled10
top_contributor_share0.719
How it's scored
39.6/42Issue resolution — 94% of issues closed
27.8/30PR acceptance — 25/27 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 1/25 approved changesets -- score normalized to 0
Inputs used
merged_prs25
open_issues5
closed_issues81
prs_merged_7d1
prs_decided_7d1
prs_merged_30d1
prs_decided_30d1
issue_closed_ratio0.942
closed_unmerged_prs2
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.
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
18.1/25Owner reach — 333 followers of fsprojects
25/25Track record — 125 public repos, account ~12 yr old
Inputs used
followers333
owner_typeOrganization
is_verifiedno
owner_loginfsprojects
public_repos125
account_age_days4,687

Engineering Quality

Are baseline engineering and documentation practices in place?

65Good · 19% of overall
How it's scored
24/24CI workflows — 3 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
10/20OpenSSF Scorecard: CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics—
has_wikiyes
homepage—
docs_site—
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

49Weak · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
1.2/2.5CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 1/25 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 10 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5License — license file detected
4.5/7.5Maintained — 6 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 6
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not 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
0/7.5Vulnerabilities — 70 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3.6

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
advisories73
affected_packages32
assessed_packages333
unassessed_packages0
affected_by_severitycritical 2, high 19, moderate 9, low 2
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 333 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.

46Weak · 4% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
4.8/40Legible commit history — 9 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.09
agent_instruction_files—
agent_instruction_max_bytes—
How it's scored
12.6/18One-command bootstrap — src/Demo/CSharpInterop/CSharpInterop.csproj (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checking — F# (statically typed)
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileno
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configs—
agent_commit_share0
toolchain_manifestssrc/Demo/CSharpInterop/CSharpInterop.csproj
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — F# (statically typed)
55/55Manageable file sizes — 0/3 source files over 60KB
Inputs used
primary_languageF#
largest_source_bytes4,295
source_files_sampled3
oversized_source_files0

Key facts

254GitHub stars
10contributors
8commits, last 12 months
0days since last push
41releases
1bus factor
5open issues
—package ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 24 ⇿
0Stars
24Forks
30Releases

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.

048121620242422019-092022-032024-10
Major 1Minor 1Patch 28

Each point covers 5 days.

OpenSSF Scorecard 3.6 / 10
3.6aggregate

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 · 2026-09-21 13:55 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
5CI-Tests1 out of 2 merged PRs checked by a CI test -- score normalized to 5
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 1/25 approved changesets -- score normalized to 0
10Contributorsproject has 10 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
6Maintained6 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 6
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
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
0Vulnerabilities70 existing vulnerabilities detected
All dependencies 333

Full resolved dependency set from the GitHub dependency graph: 0 direct and 333 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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npmwbuf1.7.3indirect
npmwebpack5.70.0indirect
npmwebpack-cli4.9.2indirect
npmwebpack-dev-middleware5.3.1indirect
npmwebpack-dev-server4.7.4indirect
npmwebpack-merge5.8.0indirect
npmwebpack-sources3.2.3indirect
npmwebsocket-driver0.7.4indirect
npmwebsocket-extensions0.1.4indirect
npmwhich2.0.2indirect
npmwildcard2.0.0indirect
npmwrappy1.0.2indirect
npmws8.5.0indirect
NuGetFable.Core3.0.0indirect
Dependency advisories 32

This repository publishes no package the index resolves, so its own dependency graph was assessed — 333 packages, which also include development and test pins that never ship: 32 carry known advisories, of which 0 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
minimist1.2.5indirectcritical11.2.6
webpack5.70.0indirectcritical45.104.1
async2.6.3indirecthigh13.2.2
body-parser1.19.2indirecthigh22.3.0
brace-expansion1.1.11indirecthigh55.0.9
braces3.0.2indirecthigh13.0.3
browserslist4.20.2indirecthigh24.28.7
cross-spawn7.0.3indirecthigh17.0.5
http-proxy-middleware2.0.4indirecthigh44.1.0
ip1.1.5indirecthigh22.0.1
lodash4.17.21indirecthigh34.18.0
minimatch3.1.2indirecthigh310.2.3
node-forge1.3.0indirecthigh71.4.0
path-to-regexp0.1.7indirecthigh38.0.0
picomatch2.3.1indirecthigh24.0.4
serialize-javascript6.0.0indirecthigh37.0.5
terser5.12.1indirecthigh15.14.2
uuid8.3.2indirecthigh113.0.1
webpack-dev-middleware5.3.1indirecthigh17.1.0
websocket-driver0.7.4indirecthigh20.7.5
ws8.5.0indirecthigh38.21.0
ajv6.12.6indirectmoderate18.18.0
ajv8.10.0indirectmoderate18.18.0
express4.17.3indirectmoderate25.0.0-beta.3
follow-redirects1.14.9indirectmoderate31.16.0
micromatch4.0.4indirectmoderate14.0.8
qs6.9.7indirectmoderate36.16.0
send0.17.2indirectmoderate10.19.0
serve-static1.14.2indirectmoderate12.1.0
webpack-dev-server4.7.4indirectmoderate65.2.6
cookie0.4.2indirectlow10.7.0
on-headers1.0.2indirectlow11.1.0

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.