Public record
Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-12 07:49 UTC

theory-cloud / AppTheory

Contract-first serverless runtime for AWS Lambda.

Go · Python · TypeScriptApache-2.0★ 5 stars⑂ 0 forkssince Jan 2026View on GitHub ↗
KindLibraryMCP serverhow this is determined

theory-cloud/AppTheory holds a health index of 83 out of 100, placing it in the Excellent band. It scores highest on AI Readiness (91/100) and lowest on Community & Adoption (41/100). It was last updated today. A single contributor accounts for most of its recent work.

83
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.

83
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 70 is calibrated to 83 on the published index scale (record calibration 2026-08-02).

Ownership

Theory CloudOrganization
0 followers5 public repossince Jan 2026

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/theory-cloud/apptheory/v3v3.0.2-65 days ago

Metrics by category

Vitality

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

86Excellent · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
18.7/36Commit cadence27/52 weeks with commits
18/18Commit volume1,837 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_year1,837
human_commit_share0.73
days_since_last_push0
active_weeks_last_year27
How it's scored
27/27Ships releases100 releases published
36/36Release recencylatest release 5 days ago
27/27Release cadencea release every ~1.4 days
0/10OpenSSF Scorecard: Signed-ReleasesProject has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv3.0.2
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases1.4

Community & Adoption

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

41Weak · 17% of overall
How it's scored
9.8/60Stars5 stars
0/25Forks0 forks
0/15Watchers0 watchers
Inputs used
forks0
stars5
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges7
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateyes

Sustainability & Governance

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

60Moderate · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
1.2/22.5Commit distributiontop contributor authored 95% of commits
2.7/13.5Contributor breadth2 contributors
3/10OpenSSF Scorecard: Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled2
top_contributor_share0.946
How it's scored
41.6/42Issue resolution99% of issues closed
28.5/30PR acceptance757/796 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
10.5/15OpenSSF Scorecard: Code-ReviewFound 7/9 approved changesets -- score normalized to 7
Inputs used
merged_prs757
open_issues1
closed_issues96
prs_merged_7d6
prs_decided_7d7
prs_merged_30d44
prs_decided_30d48
issue_closed_ratio0.99
closed_unmerged_prs39
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 backingorganization-owned
0/20Verified domainverified-domain status not read for this organization
0/25Owner reach0 followers of theory-cloud
6.8/25Track record5 public repos, account ~0 yr old
Inputs used
followers0
owner_typeOrganization
is_verified
owner_logintheory-cloud
public_repos5
account_age_days207
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on go
35/35Publish recencylatest publish 5 days ago
20/20Version history6 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesgithub.com/theory-cloud/apptheory/v3
ecosystemsgo
any_deprecatedno
min_days_since_publish5

Engineering Quality

Are baseline engineering and documentation practices in place?

90Excellent · 19% of overall
How it's scored
24/24CI workflows7 workflow(s)
24/24Tests present
16/16Linter configeslint.config.js
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests13 out of 13 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://apptheory.theorycloud.ai/
10/10Repository description
10/10Topics8 topics
10/10Wiki
Inputs used
topicsaws, aws-cdk, aws-lambda, mcp, mcp-server, golang, python, typescript
has_wikiyes
homepagehttps://apptheory.theorycloud.ai/
docs_sitehttps://apptheory.theorycloud.ai/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

63Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
6/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
2.5/2.5CI-Tests13 out of 13 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
5.2/7.5Code-ReviewFound 7/9 approved changesets -- score normalized to 7
0.8/2.5Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflowno dangerous workflow patterns detected
0/7.5Dependency-Update-Toolno update 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
0/5Packagingno data
3/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
2.5/5SASTSAST tool is not run on all commits -- score normalized to 5
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
6/7.5Vulnerabilities2 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.3
Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisoriesno direct dependency carries a known advisory
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
0/40No advisories left outstandingno advisory carries a publication date
Inputs used
sourceosv
advisories3
affected_packages3
assessed_packages560
unassessed_packages4
affected_by_severityhigh 2, low 1
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 560 resolved dependencies against OSV. 4 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.

91Excellent · 4% of overall
How it's scored
45/45Agent instructionsgov-infra/AGENTS.md
15/15Machine-readable docs (llms.txt)llms.txt present
40/40Legible commit history71 of 73 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_url
legible_history_share0.973
agent_instruction_filesgov-infra/AGENTS.md
agent_instruction_max_bytes1,001
How it's scored
18/18One-command bootstrapMakefile
22/22Automated tests
11/11Lint / format configeslint.config.js
11/11Static type checkingexamples/cdk/codebuild-job-runner/tsconfig.json, examples/cdk/hello-world/tsconfig.json, examples/cdk/import-pipeline/tsconfig.json, examples/cdk/kinesis-cloudwatch-logs/tsconfig.json, examples/cdk/lambda-role/tsconfig.json, examples/cdk/lesser-parity/tsconfig.json, examples/cdk/media-cdn/tsconfig.json, examples/cdk/microvm-controller/tsconfig.json, examples/cdk/multilang/tsconfig.json, examples/cdk/path-routed-frontend/tsconfig.json, examples/cdk/restv1-router/tsconfig.json, examples/cdk/s3-vectors-semantic-search/tsconfig.json, examples/cdk/sqs-queue/tsconfig.json, examples/cdk/ssr-only-provided-assets-site/tsconfig.json, examples/cdk/ssr-site/tsconfig.json, py/src/apptheory/py.typed, ts/tsconfig.json
10/10Reproducible environmentDockerfile, lockfile
0/10Demonstrated agent practiceno agent-authored commits among the last 100
0/8Automated maintenanceno automated dependency updates observed
6/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
Inputs used
has_nixno
has_testsyes
lockfilesGemfile.lock, go.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configsexamples/cdk/codebuild-job-runner/tsconfig.json, examples/cdk/hello-world/tsconfig.json, examples/cdk/import-pipeline/tsconfig.json, examples/cdk/kinesis-cloudwatch-logs/tsconfig.json, examples/cdk/lambda-role/tsconfig.json, examples/cdk/lesser-parity/tsconfig.json, examples/cdk/media-cdn/tsconfig.json, examples/cdk/microvm-controller/tsconfig.json, examples/cdk/multilang/tsconfig.json, examples/cdk/path-routed-frontend/tsconfig.json, examples/cdk/restv1-router/tsconfig.json, examples/cdk/s3-vectors-semantic-search/tsconfig.json, examples/cdk/sqs-queue/tsconfig.json, examples/cdk/ssr-only-provided-assets-site/tsconfig.json, examples/cdk/ssr-site/tsconfig.json, py/src/apptheory/py.typed, ts/tsconfig.json
agent_commit_share0
toolchain_manifestscdk-go/apptheorycdk/go.mod, go.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable codeGo (statically typed)
54.1/55Manageable file sizes16/991 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes242,903
source_files_sampled991
oversized_source_files16
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
20/20MCP server
40/40Runnable examplesexamples
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

5GitHub stars
2contributors
1,837commits, last 12 months
0days since last push
100releases
1bus factor
1open issues
Go, npm, PyPI, RubyGemspackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch npm package '@theory-cloud/apptheory' from its registry
  • Could not fetch npm package '@theory-cloud/apptheory-cdk' from its registry
  • Could not fetch pypi package 'apptheory' from its registry

More detail

OpenSSF Scorecard 5.3 / 10
5.3aggregate

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 · 2026-08-12 07:48 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 7/9 approved changesets -- score normalized to 7
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update 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
n/aPackagingpackaging workflow not detected
6Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
5SASTSAST tool is not run on all commits -- score normalized to 5
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
8Vulnerabilities2 existing vulnerabilities detected
Direct dependencies 25
RegistryPackageVersion constraintManifest
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Gogithub.com/aws/aws-sdk-go-v2/configv1.32.34go.mod
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Gogithub.com/aws/aws-sdk-go-v2/service/s3vectorsv1.6.6go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/snsv1.39.14go.mod
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Gopgregory.net/rapidv1.2.0go.mod
PyPItabletheory-py@ https://github.com/theory-cloud/TableTheory/releases/download/v3.0.4/tabletheory_py-3.0.4-py3-none-any.whl#sha256=bd2dc806064b135b033a9bd4992ef97d143a2a62277ffa949cb6dfd31b390894py/pyproject.toml
npm@aws-sdk/client-apigatewaymanagementapi^3.1015.0ts/package.json
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npm@aws-sdk/client-s3^3.1015.0ts/package.json
npm@aws-sdk/client-s3vectors^3.1081.0ts/package.json
npm@theory-cloud/tabletheory-tshttps://github.com/theory-cloud/TableTheory/releases/download/v3.0.4/theory-cloud-tabletheory-ts-3.0.4.tgz#sha512-mso+vAlNLGZVj3DtsxuSVXMpvacwd1dTdX4IUHoNCIpPSLrp9Y+JWP0EgONDgfmaqrlE1sDgKYGftpP7JeqrRw==ts/package.json
All dependencies 564

Full resolved dependency set from the GitHub dependency graph: 25 direct and 539 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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Gogithub.com/aws/aws-sdk-go-v2v1.43.3direct
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npmjsonfile6.2.0indirect
npmjsonfile6.2.1indirect
npmjsonschema1.5.0indirect
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npmsemver7.7.3indirect
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npmsemver7.8.4indirect
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npmstream-chain2.2.5indirect
npmstream-json1.9.1indirect
npmstreamroller3.1.5indirect
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npmstrip-bom3.0.0indirect
npmstrip-indent4.1.1indirect
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npmsupports-preserve-symlinks-flag1.0.0indirect
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PyPIbuild1.3.0indirect
PyPIbuild1.4.0indirect
PyPIpyright1.1.411indirect
PyPIruff0.14.13indirect
PyPIsetuptoolsindirect
PyPIsetuptools83.0.0indirect
PyPIwheelindirect
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RubyGemsaddressable2.9.0indirect
RubyGemsbase640.3.0indirect
RubyGemsbigdecimal4.1.2indirect
RubyGemscolorator1.1.0indirect
RubyGemsconcurrent-ruby1.3.7indirect
RubyGemscsv3.3.5indirect
RubyGemsem-websocket0.5.3indirect
RubyGemseventmachine1.2.7indirect
RubyGemsffi1.17.4indirect
RubyGemsforwardable-extended2.6.0indirect
RubyGemsgoogle-protobuf4.35.0indirect
RubyGemshttp_parser.rb0.8.1indirect
RubyGemsi18n1.14.8indirect
RubyGemsjekyll4.4.1indirect
RubyGemsjekyll-include-cache0.2.1indirect
RubyGemsjekyll-relative-links0.7.0indirect
RubyGemsjekyll-sass-converter3.1.0indirect
RubyGemsjekyll-seo-tag2.9.0indirect
RubyGemsjekyll-sitemap1.4.0indirect
RubyGemsjekyll-watch2.2.1indirect
RubyGemsjson2.21.1indirect
RubyGemskramdown2.5.2indirect
RubyGemskramdown-parser-gfm1.1.0indirect
RubyGemsliquid4.0.4indirect
RubyGemslisten3.10.0indirect
RubyGemslogger1.7.0indirect
RubyGemsmercenary0.4.0indirect
RubyGemspathutil0.16.2indirect
RubyGemspublic_suffix7.0.5indirect
RubyGemsrake13.4.2indirect
RubyGemsrb-fsevent0.11.2indirect
RubyGemsrb-inotify0.11.1indirect
RubyGemsrexml3.4.4indirect
RubyGemsrouge4.7.0indirect
RubyGemssafe_yaml1.0.5indirect
RubyGemssass-embedded1.100.0indirect
RubyGemssass-embedded1.100.0-aarch64-linux-androidindirect
RubyGemssass-embedded1.100.0-arm-linux-androideabiindirect
RubyGemssass-embedded1.100.0-arm-linux-gnueabihfindirect
RubyGemssass-embedded1.100.0-arm-linux-musleabihfindirect
RubyGemssass-embedded1.100.0-riscv64-linux-androidindirect
RubyGemssass-embedded1.100.0-riscv64-linux-gnuindirect
RubyGemssass-embedded1.100.0-riscv64-linux-muslindirect
RubyGemssass-embedded1.100.0-x86_64-linux-androidindirect
RubyGemsterminal-table3.0.2indirect
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Dependency advisories 3

This repository publishes no package the index resolves, so its own dependency graph was assessed — 560 packages, which also include development and test pins that never ship: 3 carry known advisories, of which 0 are direct. 4 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
brace-expansion1.1.17indirecthigh15.0.9
brace-expansion5.0.8indirecthigh15.0.9
json2.21.1indirectlow12.21.2

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 v0.31.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsGo.