Public record
Software health reportschema 0.14.0 · metrics 2.10.0 · 2026-07-19 02:47 UTC

IgorGanapolsky / ThumbGate

ThumbGate Pre-Action Checks derive rules from repeated failures, flag risky tool calls, hard-block detected secret leaks, and block matches in strict mode.

JavaScript · HTMLMIT★ 24 stars⑂ 6 forkssince Mar 2026View on GitHub ↗
KindLibraryMCP serverhow this is determined
#ai-safety#developer-tools#ai-agents#guardrails#thompson-sampling#agent-reliability#amp#claude-code#codex#cursor#feedback-loop#gemini#mcp#mcp-server#opencode#pre-action-checks#thumbgate

IgorGanapolsky/ThumbGate holds a health index of 77 out of 100, placing it in the Good band. It scores highest on Vitality (83/100) and lowest on Community & Adoption (46/100). It was last updated 1 day ago. A single contributor accounts for most of its recent work.

77
overall / 100
Good

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.

77
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 66 is calibrated to 77 on the published index scale (record calibration 2026-08-02).

Ownership

Igor GanapolskyPersonal account
124 followers125 public repossince Feb 2010ThumbGate

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npmthumbgate1.28.44,6111013 days agomcpmcp-serverai-agentsagent-skillsskillcontext-engineeringpre-action-checksai-agent-safetyguardrailsfeedback-memorythumbgatellmopsdpoagentic-commerceagent-qualitycommerceprevention-rulesthompson-samplingmemaligndual-memoryfeedback-to-enforcement-pipelineclaude-codeclaude-skillclaude-plugincursorcodexsafetyenforcementai-agent-memoryrepeated-mistakesagent-error-preventionai-authenticityprevent-ai-slophuman-led-aiai-standards-enforcement

Metrics by category

Vitality

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

83Excellent · 21% of overall

Development activity

78Good
How it's scored
36/36Push recency — last push 1 days ago
13.8/36Commit cadence — 20/52 weeks with commits
18/18Commit volume — 1,432 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 12 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,432
human_commit_share—
days_since_last_push1
active_weeks_last_year20

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 3 days ago
27/27Release cadence — a release every ~3.2 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv1.28.4
releases_from_tagsno
days_since_latest_release3
mean_days_between_releases3.2

Community & Adoption

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

46Weak · 17% of overall

Popularity & adoption

28At Risk
How it's scored
22.1/60Stars — 24 stars
5.8/25Forks — 6 forks
0/15Watchers — 1 watchers
Inputs used
forks6
stars24
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

57Moderate
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
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges—
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateyes

Ecosystem adoption (downloads)

61Moderate
How it's scored
48.9/80Monthly downloads — 4,611 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesthumbgate
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads4,611
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?

57Moderate · 23% of overall

Maintainer resilience (bus factor)

17Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
1.2/22.5Commit distribution — top contributor authored 94% of commits
4.1/13.5Contributor breadth — 3 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled3
top_contributor_share0.945

Issue & PR responsiveness

66Good
How it's scored
29.1/42Issue resolution — 69% of issues closed
15/30PR acceptance — 1,440/2,877 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
13.5/15OpenSSF Scorecard: Code-Review — Found 28/30 approved changesets -- score normalized to 9
Inputs used
merged_prs1,440
open_issues8
closed_issues18
prs_merged_7d—
prs_decided_7d—
prs_merged_30d—
prs_decided_30d—
issue_closed_ratio0.692
closed_unmerged_prs1,437
first_time_authors_30d—
first_time_prs_merged_30d—
first_time_prs_decided_30d—
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

63Moderate
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
15.1/25Owner reach — 124 followers of IgorGanapolsky
25/25Track record — 125 public repos, account ~16 yr old
Inputs used
followers124
owner_typeUser
is_verified—
owner_loginIgorGanapolsky
public_repos125
account_age_days6,002
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on npm
35/35Publish recency — latest publish 3 days ago
20/20Version history — 101 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesthumbgate
ecosystemsnpm
any_deprecatedno
min_days_since_publish3

Engineering Quality

Are baseline engineering and documentation practices in place?

81Excellent · 19% of overall

Engineering practices

68Good
How it's scored
24/24CI workflows — 31 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.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_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://thumbgate.ai
10/10Repository description
10/10Topics — 17 topics
10/10Wiki
Inputs used
topicsai-safety, developer-tools, ai-agents, guardrails, thompson-sampling, agent-reliability, amp, claude-code, codex, cursor, feedback-loop, gemini, mcp, mcp-server, opencode, pre-action-checks, thumbgate
has_wikiyes
homepagehttps://thumbgate.ai
docs_sitehttps://thumbgate.ai
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

55Moderate · 16% of overall

Security posture

55Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
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
6.8/7.5Code-Review — Found 28/30 approved changesets -- score normalized to 9
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
0/10Dangerous-Workflow — 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 12 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
2/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
5/5SAST — SAST tool is run on all commits
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
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.5
Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.

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.

74Good · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md, GEMINI.md, adapters/cline/.clinerules, plugins/codex-profile/AGENTS.md
15/15Machine-readable docs (llms.txt) — llms.txt present
0/40Legible commit history — no data
Inputs used
has_llms_txtyes
llms_txt_url—
legible_history_share—
agent_instruction_filesAGENTS.md, CLAUDE.md, GEMINI.md, adapters/cline/.clinerules, plugins/codex-profile/AGENTS.md
agent_instruction_max_bytes24,694
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

58Moderate
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
11/11Static type checking — workers/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no data
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
4/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileyes
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configsworkers/tsconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.

Code legibility for models

81Excellent
How it's scored
27/45Type-checkable code — JavaScript with type-check config (workers/tsconfig.json)
54.1/55Manageable file sizes — 18/1,097 source files over 60KB
Inputs used
primary_languageJavaScript
largest_source_bytes430,939
source_files_sampled1,097
oversized_source_files18

Machine-readable interfaces

60Moderate
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — adapters/chatgpt/openapi.yaml, openapi/openapi.yaml
20/20MCP server
0/40Runnable examples
Inputs used
example_dirs—
has_mcp_signalyes
api_schema_filesadapters/chatgpt/openapi.yaml, openapi/openapi.yaml
interfaces_expected_of—

Key facts

24GitHub stars
3contributors
1,432commits, last 12 months
1days since last push
100releases
1bus factor
8open issues
npmpackage ecosystems

More detail

OpenSSF Scorecard 5.5 / 10
5.5aggregate

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 · 2026-07-19 02:47 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
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
9Code-ReviewFound 28/30 approved changesets -- score normalized to 9
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 12 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
4Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 4
10SASTSAST tool is run on all commits
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
9Vulnerabilities1 existing vulnerabilities detected
Direct dependencies 11
RegistryPackageVersion constraintManifest
npm@anthropic-ai/sdk0.102.0package.json
npm@google/genai2.7.0package.json
npm@huggingface/transformers^4.2.0package.json
npm@lancedb/lancedb^0.30.0package.json
npmapache-arrow^18.1.0package.json
npmbetter-sqlite3^12.9.0package.json
npmdotenv^17.4.2package.json
npmplaywright-core^1.59.1package.json
npmprotobufjs^8.5.0package.json
npmstripe^22.2.0package.json
npmstripe^20.4.1workers/package.json
All dependencies 358

Full resolved dependency set from the GitHub dependency graph: 13 direct and 345 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npm@changesets/pre2.0.2indirect
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npmis-subdir1.2.0indirect
npmis-windows1.0.2indirect
npmisexe2.0.0indirect
npmistanbul-lib-coverage3.2.2indirect
npmistanbul-lib-report3.0.1indirect
npmistanbul-reports3.2.0indirect
npmjs-yaml4.2.0indirect
npmjson-bigint1.0.0indirect
npmjson-bignum0.0.3indirect
npmjson-schema-to-ts3.1.1indirect
npmjson-stringify-safe5.0.1indirect
npmjsonfile4.0.0indirect
npmjwa2.0.1indirect
npmjws4.0.1indirect
npmlocate-path5.0.0indirect
npmlocate-path6.0.0indirect
npmlodash.camelcase4.3.0indirect
npmlodash.startcase4.4.0indirect
npmlong5.3.2indirect
npmlru-cache11.3.3indirect
npmmake-dir4.0.0indirect
npmmatcher3.0.0indirect
npmmerge21.4.1indirect
npmmicromatch4.0.8indirect
npmmimic-response3.1.0indirect
npmminimatch10.2.5indirect
npmminimist1.2.8indirect
npmminipass7.1.3indirect
npmmkdirp-classic0.5.3indirect
npmmri1.2.0indirect
npmms2.1.3indirect
npmnapi-build-utils2.0.0indirect
npmnode-abi3.89.0indirect
npmnode-domexception1.0.0indirect
npmnode-fetch2.7.0indirect
npmnode-fetch3.3.2indirect
npmobject-keys1.1.1indirect
npmonce1.4.0indirect
npmonnxruntime-common1.24.0-dev.20251116-b39e144322indirect
npmonnxruntime-common1.24.3indirect
npmonnxruntime-node1.24.3indirect
npmonnxruntime-web1.26.0-dev.20260416-b7804b056cindirect
npmoutdent0.5.0indirect
npmp-filter2.1.0indirect
npmp-limit2.3.0indirect
npmp-limit3.1.0indirect
npmp-locate4.1.0indirect
npmp-locate5.0.0indirect
npmp-map2.1.0indirect
npmp-retry4.6.2indirect
npmp-try2.2.0indirect
npmpackage-manager-detector0.2.11indirect
npmpath-exists4.0.0indirect
npmpath-key3.1.1indirect
npmpath-scurry2.0.2indirect
npmpath-type4.0.0indirect
npmpicocolors1.1.1indirect
npmpicomatch2.3.2indirect
npmpify4.0.1indirect
npmplatform1.3.6indirect
npmplaywright1.60.0indirect
npmprebuild-install7.1.3indirect
npmprettier2.8.8indirect
npmpump3.0.4indirect
npmquansync0.2.11indirect
npmqueue-microtask1.2.3indirect
npmrc1.2.8indirect
npmread-yaml-file1.1.0indirect
npmreadable-stream3.6.2indirect
npmreflect-metadata0.2.2indirect
npmrequire-directory2.1.1indirect
npmresolve-from5.0.0indirect
npmretry0.13.1indirect
npmreusify1.1.0indirect
npmroarr2.15.4indirect
npmrun-parallel1.2.0indirect
npmsafe-buffer5.2.1indirect
npmsafer-buffer2.1.2indirect
npmsemver7.7.4indirect
npmsemver-compare1.0.0indirect
npmserialize-error7.0.1indirect
npmsharp0.34.5indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmsignal-exit4.1.0indirect
npmsimple-concat1.0.1indirect
npmsimple-get4.0.1indirect
npmslash3.0.0indirect
npmspawndamnit3.0.1indirect
npmsprintf-js1.1.3indirect
npmstandardwebhooks1.0.0indirect
npmstring-width4.2.3indirect
npmstring_decoder1.3.0indirect
npmstrip-ansi6.0.1indirect
npmstrip-bom3.0.0indirect
npmstrip-json-comments2.0.1indirect
npmsupports-color7.2.0indirect
npmtable-layout4.1.1indirect
npmtar-fs2.1.4indirect
npmtar-stream2.2.0indirect
npmterm-size2.2.1indirect
npmtest-exclude8.0.0indirect
npmto-regex-range5.0.1indirect
npmtr460.0.3indirect
npmts-algebra2.0.0indirect
npmtslib2.8.1indirect
npmtsx4.22.4indirect
npmtunnel-agent0.6.0indirect
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npmtypescript5.9.3indirect
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npmundici8.5.0indirect
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npmuniversalify0.1.2indirect
npmutil-deprecate1.0.2indirect
npmv8-to-istanbul9.3.0indirect
npmweb-streams-polyfill3.3.3indirect
npmwebidl-conversions3.0.1indirect
npmwhatwg-url5.0.0indirect
npmwhich2.0.2indirect
npmwordwrapjs5.1.1indirect
npmwrap-ansi7.0.0indirect
npmwrappy1.0.2indirect
npmws8.21.0indirect
npmy18n5.0.8indirect
npmyargs17.7.2indirect
npmyargs-parser21.1.1indirect
npmyocto-queue0.1.0indirect
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Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.14.0 — full methodology · metrics wiki.

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