Public record
Software health reportschema 0.18.0 · metrics 2.10.0 · 2026-07-21 13:10 UTC

SBALAVIGNESH123 / sketchlog

Streaming metrics compression engine. 100M events → 93 KB.

PythonMIT★ 6 stars⑂ 0 forkssince Jun 2026View on GitHub ↗
KindLibraryWeb interfacehow this is determined

SBALAVIGNESH123/sketchlog holds a health index of 77 out of 100, placing it in the Good band. It scores highest on AI Readiness (87/100) and lowest on Sustainability & Governance (49/100). It was last updated 3 days 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

S Bala VigneshPersonal account
11 followers56 public repossince May 2025

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
PyPIsketchlog1.2.53,88144 days agostreamingmetricsddsketchhyperloglogcount-min-sketchpercentilep99monitoring
npm@sketchlog/wasm1.2.546434 days agosketchlogwasmobservabilitystreaming

Metrics by category

Vitality

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

71Good · 21% of overall
How it's scored
36/36Push recencylast push 3 days ago
4.2/36Commit cadence6/52 weeks with commits
18/18Commit volume336 commits in the last year
0/10OpenSSF Scorecard: Maintainedproject was created within the last 90 days. Please review its contents carefully
Inputs used
commits_last_year336
human_commit_share
days_since_last_push3
active_weeks_last_year6
How it's scored
27/27Ships releases6 releases published
36/36Release recencylatest release 4 days ago
27/27Release cadencea release every ~6.1 days
0/10OpenSSF Scorecard: Signed-ReleasesProject has not signed or included provenance with any releases.
Inputs used
releases_count6
latest_release_tagv1.2.5
releases_from_tagsno
days_since_latest_release4
mean_days_between_releases6.1

Community & Adoption

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

52Moderate · 17% of overall
How it's scored
11.3/60Stars6 stars
0/25Forks0 forks
0/15Watchers1 watchers
Inputs used
forks0
stars6
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonbelow_threshold

Community health

92Excellent
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
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_services
has_pull_request_templateyes
How it's scored
48.5/80Monthly downloads4,345 downloads/month across npm, pypi
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packagessketchlog, @sketchlog/wasm
dependents
ecosystemsnpm, pypi
total_downloads
monthly_downloads4,345
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?

49Weak · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
0/22.5Commit distributiontop contributor authored 100% of commits
1.4/13.5Contributor breadth1 contributors
0/10OpenSSF Scorecard: Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
40.9/42Issue resolution97% of issues closed
20.9/30PR acceptance112/161 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs112
open_issues4
closed_issues143
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.973
closed_unmerged_prs49
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.
How it's scored
10/30Ownership backingpersonal (user) account
0/20Verified domainnot applicable to user accounts
7.8/25Owner reach11 followers of SBALAVIGNESH123
15.2/25Track record56 public repos, account ~1 yr old
Inputs used
followers11
owner_typeUser
is_verified
owner_loginSBALAVIGNESH123
public_repos56
account_age_days437
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable2 package(s) on npm, pypi
35/35Publish recencylatest publish 4 days ago
12/20Version history4 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagessketchlog, @sketchlog/wasm
ecosystemsnpm, pypi
any_deprecatedno
min_days_since_publish4

Engineering Quality

Are baseline engineering and documentation practices in place?

80Excellent · 19% of overall
How it's scored
24/24CI workflows8 workflow(s)
24/24Tests present
16/16Linter configeslint.config.js
0/9.6Pre-commit hooks
0/6.4.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_editorconfigno
has_linter_configyes
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?

75Good · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
0/7.5Branch-Protectionno data
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
0/7.5Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0/2.5Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
5/5Fuzzingproject is fuzzed
2.5/2.5Licenselicense file detected
0/7.5Maintainedproject was created within the last 90 days. Please review its contents carefully
5/5Packagingpackaging workflow detected
3/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
5/5SASTSAST tool is run on all commits
5/5Security-Policysecurity policy file detected
0/7.5Signed-ReleasesProject has not signed or included provenance with any releases.
7.5/7.5Token-PermissionsGitHub workflow tokens follow principle of least privilege
6.8/7.5Vulnerabilities1 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.9
Excluded from scoring (no data or not applicable): Branch-Protection. 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
advisories1
affected_packages1
assessed_packages473
unassessed_packages23
affected_by_severityhigh 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 473 resolved dependencies against OSV. 23 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.

87Excellent · 4% of overall
How it's scored
45/45Agent instructions.agents/AGENTS.md, docs/agent.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit historyno data
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share
agent_instruction_files.agents/AGENTS.md, docs/agent.md
agent_instruction_max_bytes3,377
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
18/18One-command bootstrapMakefile
22/22Automated tests
11/11Lint / format configeslint.config.js
11/11Static type checkingclients/typescript/tsconfig.json, frontend/react-sketchlog/tsconfig.json, plugins/grafana-sketchlog-datasource/tsconfig.json, pyrightconfig.json, python/sketchlog/py.typed
10/10Reproducible environmentdevcontainer, Dockerfile, lockfile
0/10Demonstrated agent practiceno data
5/8Automated maintenancedependency automation configured, none observed in the sampled commits
6/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile
has_devcontaineryes
has_linter_configyes
typecheck_configsclients/typescript/tsconfig.json, frontend/react-sketchlog/tsconfig.json, plugins/grafana-sketchlog-datasource/tsconfig.json, pyrightconfig.json, python/sketchlog/py.typed
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
How it's scored
27/45Type-checkable codePython with type-check config (clients/typescript/tsconfig.json, frontend/react-sketchlog/tsconfig.json, plugins/grafana-sketchlog-datasource/tsconfig.json, pyrightconfig.json, python/sketchlog/py.typed)
54.7/55Manageable file sizes1/195 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes61,382
source_files_sampled195
oversized_source_files1
How it's scored
40/40API schema (OpenAPI/GraphQL/proto)protocol/openapi.yaml
0/20MCP servernot applicable to this kind of software
40/40Runnable examplesexamples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_filesprotocol/openapi.yaml
interfaces_expected_of
Excluded from scoring (no data or not applicable): MCP server. Remaining weights renormalized.

Key facts

6GitHub stars
1contributors
336commits, last 12 months
3days since last push
6releases
1bus factor
4open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • deps.dev does not index pypi:sketchlog@1.2.5; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 6 ★ / 0 ⇿
6Stars

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.

3445566632026-062026-072026-07
OpenSSF Scorecard 6.9 / 10
6.9aggregate

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 · 2026-07-21 13:09 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
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
6Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
9Vulnerabilities1 existing vulnerabilities detected
Direct dependencies 2
RegistryPackageVersion constraintManifest
npmreact^19.2.6website/package.json
npmreact-dom^19.2.6website/package.json
All dependencies 496

Full resolved dependency set from the GitHub dependency graph: 4 direct and 492 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npmreact19.2.7direct
npmreact^18.2.0direct
npmreact-dom19.2.7direct
npmreact-dom^18.2.0direct
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Gogithub.com/davecgh/go-spewv1.1.1indirect
Gogithub.com/go-viper/mapstructure/v2v2.5.0indirect
Gogithub.com/gobwas/globv0.2.3indirect
Gogithub.com/hashicorp/go-versionv1.9.0indirect
Gogithub.com/hashicorp/golang-lru/v2v2.0.7indirect
Gogithub.com/json-iterator/gov1.1.12indirect
Gogithub.com/knadh/koanf/mapsv0.1.2indirect
Gogithub.com/knadh/koanf/providers/confmapv1.0.0indirect
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npm@rollup/rollup-linux-arm64-musl4.62.2indirect
npm@rollup/rollup-linux-loong64-gnu4.62.2indirect
npm@rollup/rollup-linux-loong64-musl4.62.2indirect
npm@rollup/rollup-linux-ppc64-gnu4.62.2indirect
npm@rollup/rollup-linux-ppc64-musl4.62.2indirect
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PyPImkdocsindirect
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PyPIprometheus-clientindirect
PyPIpybind11indirect
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Dependency advisories 1

This repository publishes no package the index resolves, so its own dependency graph was assessed — 473 packages, which also include development and test pins that never ship: 1 carry known advisories, of which 0 are direct. 23 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
brace-expansion5.0.6indirecthigh15.0.7

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 v0.18.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsPyPI, npm.