Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-20 04:18 UTC

virtualtam / sparklemuffin

Self-hosted bookmark manager and feed aggregator

GoMIT★ 3 stars⑂ 0 forkssince Feb 2023View on GitHub ↗
KindNetwork serviceCommand-line toolLibraryhow this is determined

virtualtam/sparklemuffin holds a health index of 69 out of 100, placing it in the Good band. It scores highest on Vitality (81/100) and lowest on Community & Adoption (26/100). It was last updated 18 days ago. A single contributor accounts for most of its recent work.

69
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.

69
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 62 is calibrated to 69 on the published index scale (record calibration 2026-08-02).

Ownership

virtualtamPersonal account
68 followers99 public repossince Apr 2012Freelance

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 publish
Gogithub.com/virtualtam/sparklemuffinv0.8.0-1627 days ago

Metrics by category

Vitality

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

81Excellent · 21% of overall
How it's scored
28.8/36Push recencylast push 18 days ago
16.6/36Commit cadence24/52 weeks with commits
18/18Commit volume210 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_year210
human_commit_share0.95
days_since_last_push18
active_weeks_last_year24
How it's scored
27/27Ships releases15 releases published
36/36Release recencylatest release 27 days ago
19.8/27Release cadencea release every ~68.6 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count15
latest_release_tagv0.8.0
releases_from_tagsno
days_since_latest_release27
mean_days_between_releases68.6
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

26At Risk · 17% of overall
How it's scored
4.9/60Stars3 stars
0/25Forks0 forks
0/15Watchers2 watchers
Inputs used
forks0
stars3
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized 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_badges2
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateno

Sustainability & Governance

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

57Moderate · 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
6/10OpenSSF Scorecard: Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
0/42Issue resolutionno issues or no data
30/30PR acceptance7/7 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/26 approved changesets -- score normalized to 0
Inputs used
merged_prs7
open_issues0
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio
closed_unmerged_prs0
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
10/30Ownership backingpersonal (user) account
0/20Verified domainnot applicable to user accounts
13.2/25Owner reach68 followers of virtualtam
25/25Track record99 public repos, account ~14 yr old
Inputs used
followers68
owner_typeUser
is_verified
owner_loginvirtualtam
public_repos99
account_age_days5,280
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 27 days ago
20/20Version history16 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesgithub.com/virtualtam/sparklemuffin
ecosystemsgo
any_deprecatedno
min_days_since_publish27

Engineering Quality

Are baseline engineering and documentation practices in place?

80Excellent · 19% of overall
How it's scored
24/24CI workflows5 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests4 out of 4 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configno
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://virtualtam.github.io/sparklemuffin/
10/10Repository description
10/10Topics12 topics
0/10Wiki
Inputs used
topicsbookmarks, bookmarks-manager, self-hosted, feed-aggregator, multi-user, atom, atom-aggregator, opml, rss, rss-aggregator, feed, postgresql
has_wikino
homepagehttps://virtualtam.github.io/sparklemuffin/
docs_sitehttps://virtualtam.github.io/sparklemuffin/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

61Moderate · 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-Tests4 out of 4 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 0/26 approved changesets -- score normalized to 0
1.5/2.5Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate 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
5/5Packagingpackaging workflow detected
4/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
0/5SASTSAST tool is not run on all commits -- score normalized to 0
0/5Security-Policysecurity policy file not detected
0/7.5Signed-Releasesno data
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0.8/7.5Vulnerabilities9 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.4
Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.
How it's scored
26.6/35Direct dependencies free of known advisories1 affected: golang.org/x/crypto v0.55.0 (unknown)
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
40/40No advisories left outstandingno advisory has been public longer than 90 days
Inputs used
sourceosv
advisories13
affected_packages3
assessed_packages200
unassessed_packages0
affected_by_severityhigh 1, unknown 2
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 200 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.

68Good · 4% of overall
How it's scored
0/45Agent instructionsno CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history95 of 95 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share1
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrapMakefile
22/22Automated tests
0/11Lint / format config
11/11Static type checkingGo (statically typed)
10/10Reproducible environmentDockerfile, lockfile
0/10Demonstrated agent practiceno agent-authored commits among the last 100
8/8Automated maintenance5 of the last 100 commits are automated dependency updates
8/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json, uv.lock
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifestsgo.mod, internal/http/www/assets/go.mod
dependency_bot_commit_share0.05
How it's scored
45/45Type-checkable codeGo (statically typed)
54.8/55Manageable file sizes1/220 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes69,069
source_files_sampled220
oversized_source_files1

Key facts

3GitHub stars
1contributors
210commits, last 12 months
18days since last push
15releases
1bus factor
0open issues
Gopackage ecosystems

Data collection warnings

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

More detail

OpenSSF Scorecard 5.4 / 10
5.4aggregate

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 · 2026-09-20 04:18 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-Tests4 out of 4 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 0/26 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
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
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
1Vulnerabilities9 existing vulnerabilities detected
Direct dependencies 36
RegistryPackageVersion constraintManifest
Gogithub.com/DavidBelicza/TextRank/v2v2.2.0go.mod
Gogithub.com/alecthomas/chroma/v2v2.27.0go.mod
Gogithub.com/anyascii/gov0.3.3go.mod
Gogithub.com/cespare/xxhash/v2v2.3.0go.mod
Gogithub.com/coder/quartzv0.3.1go.mod
Gogithub.com/earthboundkid/versioninfo/v2v2.24.1go.mod
Gogithub.com/georgysavva/scany/v2v2.1.4go.mod
Gogithub.com/go-chi/chi/v5v5.3.2go.mod
Gogithub.com/go-chi/httpratev0.16.0go.mod
Gogithub.com/golang-migrate/migrate/v4v4.19.1go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/gorilla/feedsv1.2.0go.mod
Gogithub.com/gorilla/schemav1.4.1go.mod
Gogithub.com/gosimple/slugv1.15.0go.mod
Gogithub.com/jackc/pgx/v5v5.10.0go.mod
Gogithub.com/jaswdr/faker/v2v2.9.1go.mod
Gogithub.com/k3a/html2textv1.4.0go.mod
Gogithub.com/mmcdole/gofeedv1.4.2go.mod
Gogithub.com/moby/moby/apiv1.55.0go.mod
Gogithub.com/prometheus/client_golangv1.24.1go.mod
Gogithub.com/rs/zerologv1.35.1go.mod
Gogithub.com/segmentio/ksuidv1.0.4go.mod
Gogithub.com/slok/go-http-metricsv0.13.0go.mod
Gogithub.com/sourcegraph/concv0.3.1-0.20240121214520-5f936abd7ae8go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogithub.com/spf13/viperv1.21.0go.mod
Gogithub.com/testcontainers/testcontainers-gov0.44.0go.mod
Gogithub.com/testcontainers/testcontainers-go/modules/postgresv0.44.0go.mod
Gogithub.com/virtualtam/netscape-go/v2v2.4.0go.mod
Gogithub.com/virtualtam/opml-gov1.2.0go.mod
Gogithub.com/virtualtam/venomv1.1.0go.mod
Gogithub.com/yuin/goldmarkv1.8.5go.mod
Gogithub.com/yuin/goldmark-highlighting/v2v2.0.0-20230729083705-37449abec8ccgo.mod
Gogolang.org/x/cryptov0.55.0go.mod
Gogolang.org/x/expv0.0.0-20260820142414-ca536658362ego.mod
Gogolang.org/x/netv0.58.0go.mod
All dependencies 200

Full resolved dependency set from the GitHub dependency graph: 36 direct and 164 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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Gogithub.com/anyascii/gov0.3.3direct
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Gogithub.com/davidbelicza/textrank/v2v2.2.0direct
Gogithub.com/earthboundkid/versioninfo/v2v2.24.1direct
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Gogithub.com/k3a/html2textv1.4.0direct
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npmmarked4.3.0indirect
npmnode-addon-api7.1.1indirect
npmpicomatch4.0.7indirect
npmreaddirp5.1.1indirect
npmrxjs7.8.2indirect
npmsass1.103.1indirect
npmsass-embedded1.103.1indirect
npmsass-embedded-all-unknown1.103.1indirect
npmsass-embedded-android-arm1.103.1indirect
npmsass-embedded-android-arm641.103.1indirect
npmsass-embedded-android-riscv641.103.1indirect
npmsass-embedded-android-x641.103.1indirect
npmsass-embedded-darwin-arm641.103.1indirect
npmsass-embedded-darwin-x641.103.1indirect
npmsass-embedded-linux-arm1.103.1indirect
npmsass-embedded-linux-arm641.103.1indirect
npmsass-embedded-linux-musl-arm1.103.1indirect
npmsass-embedded-linux-musl-arm641.103.1indirect
npmsass-embedded-linux-musl-riscv641.103.1indirect
npmsass-embedded-linux-musl-x641.103.1indirect
npmsass-embedded-linux-riscv641.103.1indirect
npmsass-embedded-linux-x641.103.1indirect
npmsass-embedded-unknown-all1.103.1indirect
npmsass-embedded-win32-arm641.103.1indirect
npmsass-embedded-win32-x641.103.1indirect
npmsource-map-js1.2.1indirect
npmsupports-color8.1.1indirect
npmsync-child-process1.0.2indirect
npmsync-message-port1.2.0indirect
npmtslib2.8.1indirect
npmtypo-js1.3.0indirect
npmvarint6.0.0indirect
PyPIchardet7.4.3indirect
PyPIclick8.3.3indirect
PyPIcolorama0.4.6indirect
PyPIdiff-cover10.4.1indirect
PyPIjinja23.1.6indirect
PyPImarkupsafe3.0.3indirect
PyPIpathspec1.1.1indirect
PyPIplatformdirs4.11.0indirect
PyPIpluggy1.6.0indirect
PyPIpygments2.20.0indirect
PyPIpyyaml6.0.3indirect
PyPIregex2026.7.19indirect
PyPIsparklemuffin-dev0.1.0indirect
PyPIsqlfluff4.3.0indirect
PyPItblib3.2.2indirect
PyPItqdm4.70.0indirect
Dependency advisories 3

This repository publishes no package the index resolves, so its own dependency graph was assessed — 200 packages, which also include development and test pins that never ship: 3 carry known advisories, of which 1 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
github.com/docker/dockerv28.5.2+incompatibleindirecthigh92.0.0-beta.14
golang.org/x/cryptov0.55.0directunknown30.56.0
golang.org/x/sysv0.39.0indirectunknown10.44.0

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

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.

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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 statisticsGo.