Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-12 04:43 UTC

phenixblue / k8shark

Capture Kubernetes cluster state to a portable archive and replay it through a mock API server — use kubectl against a customer's environment without live cluster access.

GoApache-2.0★ 54 stars⑂ 4 forkssince Apr 2026View on GitHub ↗

KindCommand-line toolLibraryhow this is determined

#api #capture #cli #kubectl #kubernetes #mock #offline #wireshark #debugging #support #k8s

phenixblue/k8shark holds a health index of 84 out of 100, placing it in the Excellent band. It scores highest on AI Readiness (95/100) and lowest on Community & Adoption (53/100). It was last updated 1 day ago. A single contributor accounts for most of its recent work.

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.

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)

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 71 is calibrated to 84 on the published index scale (record calibration 2026-08-02).

Ownership

Joe SearcyPersonal account

47 followers74 public repossince Jun 2018Portworx by Everpure

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

Package ecosystems

Registry	Package	Version	Downloads / mo	Versions	Last publish
Go	github.com/phenixblue/k8shark	v1.0.0	-	21	41 days ago

Metrics by category

Vitality

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

82Excellent · 21% of overall

Development activity

74Good

How it's scored

36/36	Push recency — last push 1 days ago
9.7/36	Commit cadence — 14/52 weeks with commits
18/18	Commit volume — 383 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	383
human_commit_share	0.9
days_since_last_push	1
active_weeks_last_year	14

Release discipline

93Exceptional

How it's scored

27/27	Ships releases — 21 releases published
36/36	Release recency — latest release 32 days ago
27/27	Release cadence — a release every ~2.8 days
3/10	OpenSSF Scorecard: Signed-Releases — 2 out of the last 5 releases have a total of 2 signed artifacts.

Inputs used

releases_count	21
latest_release_tag	v1.0.1-rc.1
releases_from_tags	no
days_since_latest_release	32
mean_days_between_releases	2.8

Community & Adoption

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

53Moderate · 17% of overall

Popularity & adoption

32At Risk

How it's scored

28/60	Stars — 54 stars
4/25	Forks — 4 forks
0/15	Watchers — 0 watchers

Inputs used

forks	4
stars	54
watchers	0
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

77Good

How it's scored

22.5/22.5	README
22.5/22.5	License — recognized license (Apache-2.0)
18/18	CONTRIBUTING guide
0/13.5	Code of conduct
0/7.2	Issue template
6.3/6.3	PR template

Inputs used

has_readme	yes
has_license	yes
readme_badges	0
has_contributing	yes
has_issue_template	no
has_code_of_conduct	no
readme_badge_services	—
has_pull_request_template	yes

Sustainability & Governance

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

58Moderate · 23% of overall

Maintainer resilience (bus factor)

13Critical

How it's scored

9/54	Bus factor — 1 contributor(s) cover half of all commits
0/22.5	Commit distribution — top contributor authored 100% of commits
1.4/13.5	Contributor breadth — 1 contributors
3/10	OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3

Inputs used

bus_factor	1
contributors_sampled	1
top_contributor_share	1

Issue & PR responsiveness

76Good

How it's scored

36.9/42	Issue resolution — 88% of issues closed
29.6/30	PR acceptance — 218/221 decided PRs merged
0/13	Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15	OpenSSF Scorecard: Code-Review — Found 1/25 approved changesets -- score normalized to 0

Inputs used

merged_prs	218
open_issues	17
closed_issues	123
prs_merged_7d	0
prs_decided_7d	0
prs_merged_30d	7
prs_decided_30d	7
issue_closed_ratio	0.879
closed_unmerged_prs	3
first_time_authors_30d	0
first_time_prs_merged_30d	0
first_time_prs_decided_30d	0

Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

59Moderate

How it's scored

10/30	Ownership backing — personal (user) account
0/20	Verified domain — not applicable to user accounts
12.1/25	Owner reach — 47 followers of phenixblue
25/25	Track record — 74 public repos, account ~8 yr old

Inputs used

followers	47
owner_type	User
is_verified	—
owner_login	phenixblue
public_repos	74
account_age_days	3,018

Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 1 package(s) on go
35/35	Publish recency — latest publish 41 days ago
20/20	Version history — 21 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	github.com/phenixblue/k8shark
ecosystems	go
any_deprecated	no
min_days_since_publish	41

Engineering Quality

Are baseline engineering and documentation practices in place?

84Excellent · 19% of overall

Engineering practices

84Excellent

How it's scored

24/24	CI workflows — 10 workflow(s)
24/24	Tests present
16/16	Linter config — .golangci.yml
0/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	yes
has_precommit_config	no

Documentation

85Excellent

How it's scored

30/30	README
25/25	Documentation directory
0/15	Documentation / homepage site
10/10	Repository description
10/10	Topics — 11 topics
10/10	Wiki

Inputs used

topics	api, capture, cli, kubectl, kubernetes, mock, offline, wireshark, debugging, support, k8s
has_wiki	yes
homepage	—
docs_site	—
has_readme	yes
has_docs_dir	yes
has_description	yes

Security

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

76Good · 16% of overall

Security posture

70Good

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
3.8/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5	Code-Review — Found 1/25 approved changesets -- score normalized to 0
0.8/2.5	Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
5/5	Fuzzing — project is fuzzed
2.5/2.5	License — license file detected
7.5/7.5	Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
5/5	Pinned-Dependencies — all dependencies are pinned
5/5	SAST — SAST tool is run on all commits
5/5	Security-Policy — security policy file detected
2.2/7.5	Signed-Releases — 2 out of the last 5 releases have a total of 2 signed artifacts.
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
4.5/7.5	Vulnerabilities — 4 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	18
scorecard_version	v5.5.0
checks_inconclusive	0
scorecard_aggregate	7

Dependency advisories

100Exceptional

How it's scored

35/35	Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25	Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40	No advisories left outstanding — no advisory carries a publication date

Inputs used

source	osv
advisories	4
affected_packages	1
assessed_packages	73
unassessed_packages	0
affected_by_severity	unknown 1
direct_affected_packages	0

Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 73 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.

95Exceptional · 4% of overall

Agent context & guidance

85Excellent

How it's scored

45/45	Agent instructions — .github/copilot-instructions.md, .github/instructions/git-push.instructions.md, .github/instructions/go-fmt.instructions.md, .github/instructions/golangci-lint-before-push.instructions.md, CLAUDE.md
0/15	Machine-readable docs (llms.txt)
40/40	Legible commit history — 90 of 90 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	1
agent_instruction_files	.github/copilot-instructions.md, .github/instructions/git-push.instructions.md, .github/instructions/go-fmt.instructions.md, .github/instructions/golangci-lint-before-push.instructions.md, CLAUDE.md
agent_instruction_max_bytes	7,934

Verify loop (build / test / typecheck)

100Exceptional

How it's scored

18/18	One-command bootstrap — Makefile
22/22	Automated tests
11/11	Lint / format config — .golangci.yml
11/11	Static type checking — Go (statically typed)
10/10	Reproducible environment — lockfile
10/10	Demonstrated agent practice — 55 of the last 100 commits agent-authored or agent-credited
8/8	Automated maintenance — 10 of the last 100 commits are automated dependency updates
10/10	OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned

Inputs used

has_nix	no
has_tests	yes
lockfiles	go.sum
has_dockerfile	no
typed_language	yes
bootstrap_files	Makefile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	—
agent_commit_share	0.55
toolchain_manifests	go.mod
dependency_bot_commit_share	0.1

Code legibility for models

99Exceptional

How it's scored

45/45	Type-checkable code — Go (statically typed)
54.3/55	Manageable file sizes — 3/245 source files over 60KB

Inputs used

primary_language	Go
largest_source_bytes	129,832
source_files_sampled	245
oversized_source_files	3

Machine-readable interfaces

100Exceptional

How it's scored

0/40	API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
0/20	MCP server — not applicable to this kind of software
40/40	Runnable examples — examples

Inputs used

example_dirs	examples
has_mcp_signal	no
api_schema_files	—
interfaces_expected_of	—

Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

Key facts

54GitHub stars

1contributors

383commits, last 12 months

1days since last push

21releases

1bus factor

17open issues

Gopackage ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 4 ⇿

0Stars

4Forks

1Releases

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.

Major 0Minor 0Patch 0

OpenSSF Scorecard 7.0 / 10

7.0aggregate

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 · 2026-09-12 04:43 UTC

10	Binary-Artifacts	no binaries found in the repo
5	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
0	Code-Review	Found 1/25 approved changesets -- score normalized to 0
3	Contributors	project has 1 contributing companies or organizations -- score normalized to 3
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
10	Fuzzing	project is fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
10	Pinned-Dependencies	all dependencies are pinned
10	SAST	SAST tool is run on all commits
10	Security-Policy	security policy file detected
3	Signed-Releases	2 out of the last 5 releases have a total of 2 signed artifacts.
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
6	Vulnerabilities	4 existing vulnerabilities detected

Direct dependencies 17

Registry	Package	Version constraint	Manifest
Go	filippo.io/age	`v1.3.1`	go.mod
Go	github.com/chromedp/cdproto	`v0.0.0-20260714215040-dc233986426f`	go.mod
Go	github.com/chromedp/chromedp	`v0.16.0`	go.mod
Go	github.com/go-viper/mapstructure/v2	`v2.5.0`	go.mod
Go	github.com/google/uuid	`v1.6.0`	go.mod
Go	github.com/klauspost/compress	`v1.19.2`	go.mod
Go	github.com/pmezard/go-difflib	`v1.0.1-0.20181226105442-5d4384ee4fb2`	go.mod
Go	github.com/spf13/cobra	`v1.10.2`	go.mod
Go	github.com/spf13/viper	`v1.21.0`	go.mod
Go	golang.org/x/term	`v0.45.0`	go.mod
Go	gopkg.in/evanphx/json-patch.v4	`v4.13.0`	go.mod
Go	gopkg.in/yaml.v3	`v3.0.1`	go.mod
Go	k8s.io/api	`v0.37.0`	go.mod
Go	k8s.io/apimachinery	`v0.37.0`	go.mod
Go	k8s.io/client-go	`v0.37.0`	go.mod
Go	k8s.io/utils	`v0.0.0-20260626114624-be93311217bd`	go.mod
Go	sigs.k8s.io/yaml	`v1.6.0`	go.mod

All dependencies 73

Full resolved dependency set from the GitHub dependency graph: 17 direct and 56 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
Go	filippo.io/age	`v1.3.1`	direct
Go	github.com/chromedp/cdproto	`v0.0.0-20260714215040-dc233986426f`	direct
Go	github.com/chromedp/chromedp	`v0.16.0`	direct
Go	github.com/go-viper/mapstructure/v2	`v2.5.0`	direct
Go	github.com/google/uuid	`v1.6.0`	direct
Go	github.com/klauspost/compress	`v1.19.2`	direct
Go	github.com/pmezard/go-difflib	`v1.0.1-0.20181226105442-5d4384ee4fb2`	direct
Go	github.com/spf13/cobra	`v1.10.2`	direct
Go	github.com/spf13/viper	`v1.21.0`	direct
Go	golang.org/x/term	`v0.45.0`	direct
Go	gopkg.in/evanphx/json-patch.v4	`v4.13.0`	direct
Go	gopkg.in/yaml.v3	`v3.0.1`	direct
Go	k8s.io/api	`v0.37.0`	direct
Go	k8s.io/apimachinery	`v0.37.0`	direct
Go	k8s.io/client-go	`v0.37.0`	direct
Go	k8s.io/utils	`v0.0.0-20260626114624-be93311217bd`	direct
Go	sigs.k8s.io/yaml	`v1.6.0`	direct
Go	filippo.io/hpke	`v0.4.0`	indirect
Go	github.com/chromedp/sysutil	`v1.1.0`	indirect
Go	github.com/cpuguy83/go-md2man/v2	`v2.0.6`	indirect
Go	github.com/davecgh/go-spew	`v1.1.2-0.20180830191138-d8f796af33cc`	indirect
Go	github.com/emicklei/go-restful/v3	`v3.13.0`	indirect
Go	github.com/fsnotify/fsnotify	`v1.9.0`	indirect
Go	github.com/fxamacker/cbor/v2	`v2.9.1`	indirect
Go	github.com/go-json-experiment/json	`v0.0.0-20260623181947-01eb4420fa68`	indirect
Go	github.com/go-logr/logr	`v1.4.3`	indirect
Go	github.com/go-openapi/jsonpointer	`v1.0.0`	indirect
Go	github.com/go-openapi/jsonreference	`v1.0.0`	indirect
Go	github.com/go-openapi/swag	`v0.27.1`	indirect
Go	github.com/go-openapi/swag/cmdutils	`v0.27.1`	indirect
Go	github.com/go-openapi/swag/conv	`v0.27.1`	indirect
Go	github.com/go-openapi/swag/fileutils	`v0.27.1`	indirect
Go	github.com/go-openapi/swag/jsonutils	`v0.27.1`	indirect
Go	github.com/go-openapi/swag/loading	`v0.27.1`	indirect
Go	github.com/go-openapi/swag/mangling	`v0.27.1`	indirect
Go	github.com/go-openapi/swag/netutils	`v0.27.1`	indirect
Go	github.com/go-openapi/swag/pools	`v0.27.1`	indirect
Go	github.com/go-openapi/swag/stringutils	`v0.27.1`	indirect
Go	github.com/go-openapi/swag/typeutils	`v0.27.1`	indirect
Go	github.com/go-openapi/swag/yamlutils	`v0.27.1`	indirect
Go	github.com/gobwas/httphead	`v0.1.0`	indirect
Go	github.com/gobwas/pool	`v0.2.1`	indirect
Go	github.com/gobwas/ws	`v1.4.0`	indirect
Go	github.com/google/gnostic-models	`v0.7.0`	indirect
Go	github.com/inconshreveable/mousetrap	`v1.1.0`	indirect
Go	github.com/json-iterator/go	`v1.1.12`	indirect
Go	github.com/modern-go/concurrent	`v0.0.0-20180306012644-bacd9c7ef1dd`	indirect
Go	github.com/modern-go/reflect2	`v1.0.3-0.20250322232337-35a7c28c31ee`	indirect
Go	github.com/munnerz/goautoneg	`v0.0.0-20191010083416-a7dc8b61c822`	indirect
Go	github.com/pelletier/go-toml/v2	`v2.2.4`	indirect
Go	github.com/russross/blackfriday/v2	`v2.1.0`	indirect
Go	github.com/sagikazarmark/locafero	`v0.11.0`	indirect
Go	github.com/sourcegraph/conc	`v0.3.1-0.20240121214520-5f936abd7ae8`	indirect
Go	github.com/spf13/afero	`v1.15.0`	indirect
Go	github.com/spf13/cast	`v1.10.0`	indirect
Go	github.com/spf13/pflag	`v1.0.10`	indirect
Go	github.com/subosito/gotenv	`v1.6.0`	indirect
Go	github.com/x448/float16	`v0.8.4`	indirect
Go	go.yaml.in/yaml/v2	`v2.4.4`	indirect
Go	go.yaml.in/yaml/v3	`v3.0.4`	indirect
Go	golang.org/x/crypto	`v0.54.0`	indirect
Go	golang.org/x/net	`v0.57.0`	indirect
Go	golang.org/x/oauth2	`v0.36.0`	indirect
Go	golang.org/x/sys	`v0.47.0`	indirect
Go	golang.org/x/text	`v0.40.0`	indirect
Go	golang.org/x/time	`v0.15.0`	indirect
Go	google.golang.org/protobuf	`v1.36.12-0.20260120151049-f2248ac996af`	indirect
Go	gopkg.in/inf.v0	`v0.9.1`	indirect
Go	k8s.io/klog/v2	`v2.140.0`	indirect
Go	k8s.io/kube-openapi	`v0.0.0-20260721132016-d427ff9ee9ad`	indirect
Go	sigs.k8s.io/json	`v0.0.0-20250730193827-2d320260d730`	indirect
Go	sigs.k8s.io/randfill	`v1.0.0`	indirect
Go	sigs.k8s.io/structured-merge-diff/v6	`v6.4.2`	indirect

Dependency advisories 1

This repository publishes no package the index resolves, so its own dependency graph was assessed — 73 packages, which also include development and test pins that never ship: 1 carry known advisories, of which 0 are direct.

Package	Version	Relation	Severity	Advisories	Fixed in
golang.org/x/crypto	`v0.54.0`	indirect	unknown	4	`0.56.0`

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.

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 — Go.

Software health index

Score profile

Ownership

Package ecosystems

Metrics by category

Key facts

Data collection warnings

More detail

Feedback

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