Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-13 00:48 UTC

Yuan-lab-LLM / ClawManager

A Kubernetes-native control plane for AI agent instance management, with governed AI access, runtime orchestration, and reusable resources across multiple agent runtimes.

Go · TypeScriptMIT★ 1,896 stars⑂ 155 forkssince Mar 2026View on GitHub ↗

KindNetwork serviceWeb interfacehow this is determined

#kubernetes #openclaw #webtop #hermes

Yuan-lab-LLM/ClawManager holds a health index of 73 out of 100, placing it in the Good band. It scores highest on Vitality (88/100) and lowest on Security (25/100). It was last updated today. A single contributor accounts for most of its recent work.

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.

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 64 is calibrated to 73 on the published index scale (record calibration 2026-08-02).

Ownership

Yuan-lab-LLMPersonal account

65 followers10 public repossince Dec 2025

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

Metrics by category

Vitality

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

88Excellent · 21% of overall

Development activity

80Excellent

How it's scored

36/36	Push recency — last push 0 days ago
18/36	Commit cadence — 26/52 weeks with commits
18/18	Commit volume — 228 commits in the last year
0/10	OpenSSF Scorecard: Maintained — no data

Inputs used

commits_last_year	228
human_commit_share	1
days_since_last_push	0
active_weeks_last_year	26

Release discipline

100Exceptional

How it's scored

27/27	Ships releases — 56 releases published
36/36	Release recency — latest release 1 days ago
27/27	Release cadence — a release every ~2.7 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	56
latest_release_tag	v2026.9.11
releases_from_tags	no
days_since_latest_release	1
mean_days_between_releases	2.7

Community & Adoption

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

65Good · 17% of overall

Popularity & adoption

79Good

How it's scored

53.2/60	Stars — 1,896 stars
18.2/25	Forks — 155 forks
7.2/15	Watchers — 21 watchers

Inputs used

forks	155
stars	1,896
watchers	21
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

50Moderate

How it's scored

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

Inputs used

has_readme	yes
has_license	yes
readme_badges	7
has_contributing	no
has_issue_template	no
has_code_of_conduct	no
readme_badge_services	shields.io
has_pull_request_template	no

Sustainability & Governance

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

49Weak · 23% of overall

Maintainer resilience (bus factor)

35Weak

How it's scored

9/54	Bus factor — 1 contributor(s) cover half of all commits
8.6/22.5	Commit distribution — top contributor authored 62% of commits
13.5/13.5	Contributor breadth — 12 contributors
0/10	OpenSSF Scorecard: Contributors — no data

Inputs used

bus_factor	1
contributors_sampled	12
top_contributor_share	0.618

Issue & PR responsiveness

75Good

How it's scored

32.7/42	Issue resolution — 78% of issues closed
26.7/30	PR acceptance — 113/127 decided PRs merged
4.3/13	Newcomer PR acceptance — 1/3 first-time contributors' PRs merged in 30d
0/15	OpenSSF Scorecard: Code-Review — no data

Inputs used

merged_prs	113
open_issues	14
closed_issues	49
prs_merged_7d	5
prs_decided_7d	5
prs_merged_30d	15
prs_decided_30d	19
issue_closed_ratio	0.778
closed_unmerged_prs	14
first_time_authors_30d	3
first_time_prs_merged_30d	1
first_time_prs_decided_30d	3

Ownership & stewardship

40Weak

How it's scored

10/30	Ownership backing — personal (user) account
0/20	Verified domain — not applicable to user accounts
13.1/25	Owner reach — 65 followers of Yuan-lab-LLM
9/25	Track record — 10 public repos, account ~0 yr old

Inputs used

followers	65
owner_type	User
is_verified	—
owner_login	Yuan-lab-LLM
public_repos	10
account_age_days	261

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

Engineering Quality

Are baseline engineering and documentation practices in place?

88Excellent · 19% of overall

Engineering practices

80Excellent

How it's scored

24/24	CI workflows — 4 workflow(s)
24/24	Tests present
16/16	Linter config — eslint.config.js
0/9.6	Pre-commit hooks
0/6.4	.editorconfig
0/20	OpenSSF Scorecard: CI-Tests — no data

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	yes
has_precommit_config	no

Documentation

100Exceptional

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://yuan-lab-llm.github.io/ClawManager/
10/10	Repository description
10/10	Topics — 4 topics
10/10	Wiki

Inputs used

topics	kubernetes, openclaw, webtop, hermes
has_wiki	yes
homepage	https://yuan-lab-llm.github.io/ClawManager/
docs_site	https://yuan-lab-llm.github.io/ClawManager/
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?

25At Risk · 16% of overall

Security posture

25At Risk

How it's scored

0/30	Security policy (SECURITY.md)
0/25	Dependabot config
25/25	Dependency lockfiles — go.sum, package-lock.json
0/20	CodeQL workflow

Inputs used

source	file_signals
lockfiles	go.sum, package-lock.json
manifests	backend/go.mod, e2e/package.json, examples/requirements-northbound.txt, frontend/package.json, hermes-desktop-web/package.json
has_codeql_workflow	no
has_security_policy	no
has_dependabot_config	no

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.

69Good · 4% of overall

Agent context & guidance

40Weak

How it's scored

0/45	Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15	Machine-readable docs (llms.txt)
40/40	Legible commit history — 84 of 100 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	0.84
agent_instruction_files	—
agent_instruction_max_bytes	—

Verify loop (build / test / typecheck)

91Excellent

How it's scored

18/18	One-command bootstrap — backend/Makefile
22/22	Automated tests
11/11	Lint / format config — eslint.config.js
11/11	Static type checking — e2e/tsconfig.json, frontend/tsconfig.json, hermes-desktop-web/tsconfig.json
10/10	Reproducible environment — Dockerfile, lockfile
10/10	Demonstrated agent practice — 6 of the last 100 commits agent-authored or agent-credited
0/8	Automated maintenance — no automated dependency updates observed
0/10	OpenSSF Scorecard: Pinned-Dependencies — no data

Inputs used

has_nix	no
has_tests	yes
lockfiles	go.sum, package-lock.json
has_dockerfile	yes
typed_language	yes
bootstrap_files	backend/Makefile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	e2e/tsconfig.json, frontend/tsconfig.json, hermes-desktop-web/tsconfig.json
agent_commit_share	0.06
toolchain_manifests	backend/go.mod
dependency_bot_commit_share	0

Code legibility for models

98Exceptional

How it's scored

45/45	Type-checkable code — Go (statically typed)
53/55	Manageable file sizes — 22/612 source files over 60KB

Inputs used

primary_language	Go
largest_source_bytes	575,625
source_files_sampled	612
oversized_source_files	22

Machine-readable interfaces

40Weak

How it's scored

0/40	API schema (OpenAPI/GraphQL/proto)
0/20	MCP server
40/40	Runnable examples — examples

Inputs used

example_dirs	examples
has_mcp_signal	no
api_schema_files	—
interfaces_expected_of	network-service

Key facts

1,896GitHub stars

12contributors

228commits, last 12 months

0days since last push

56releases

1bus factor

14open issues

Go, npm, PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

More detail

Star and fork history 0 ★ / 155 ⇿

0Stars

155Forks

54Releases

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 54

Direct dependencies 97

Registry	Package	Version constraint	Manifest
Go	github.com/gin-gonic/gin	`v1.12.0`	backend/go.mod
Go	github.com/go-ldap/ldap/v3	`v3.4.13`	backend/go.mod
Go	github.com/go-playground/validator/v10	`v10.30.1`	backend/go.mod
Go	github.com/go-sql-driver/mysql	`v1.9.0`	backend/go.mod
Go	github.com/golang-jwt/jwt/v5	`v5.3.1`	backend/go.mod
Go	github.com/gorilla/websocket	`v1.5.3`	backend/go.mod
Go	github.com/minio/minio-go/v7	`v7.0.85`	backend/go.mod
Go	github.com/upper/db/v4	`v4.10.0`	backend/go.mod
Go	golang.org/x/crypto	`v0.49.0`	backend/go.mod
Go	golang.org/x/net	`v0.51.0`	backend/go.mod
Go	golang.org/x/text	`v0.35.0`	backend/go.mod
Go	gopkg.in/yaml.v3	`v3.0.1`	backend/go.mod
Go	k8s.io/api	`v0.32.3`	backend/go.mod
Go	k8s.io/apimachinery	`v0.32.3`	backend/go.mod
Go	k8s.io/client-go	`v0.32.3`	backend/go.mod
npm	@tanstack/react-query	`^5.90.21`	frontend/package.json
npm	@xterm/addon-fit	`^0.11.0`	frontend/package.json
npm	@xterm/addon-unicode11	`^0.9.0`	frontend/package.json
npm	@xterm/xterm	`^6.0.0`	frontend/package.json
npm	axios	`^1.13.6`	frontend/package.json
npm	js-yaml	`^4.2.0`	frontend/package.json
npm	lucide-react	`^1.17.0`	frontend/package.json
npm	react	`^19.2.4`	frontend/package.json
npm	react-dom	`^19.2.4`	frontend/package.json
npm	react-markdown	`^10.1.0`	frontend/package.json
npm	react-router-dom	`^7.13.1`	frontend/package.json
npm	remark-gfm	`^4.0.1`	frontend/package.json
npm	zustand	`^5.0.11`	frontend/package.json
npm	@assistant-ui/core	`0.2.23`	hermes-desktop-web/package.json
npm	@assistant-ui/react	`0.14.24`	hermes-desktop-web/package.json
npm	@assistant-ui/react-streamdown	`0.3.5`	hermes-desktop-web/package.json
npm	@audiowave/react	`0.6.2`	hermes-desktop-web/package.json
npm	@chenglou/pretext	`0.0.6`	hermes-desktop-web/package.json
npm	@codemirror/commands	`6.10.4`	hermes-desktop-web/package.json
npm	@codemirror/language	`6.12.4`	hermes-desktop-web/package.json
npm	@codemirror/language-data	`6.5.2`	hermes-desktop-web/package.json
npm	@codemirror/state	`6.7.1`	hermes-desktop-web/package.json
npm	@codemirror/view	`6.43.6`	hermes-desktop-web/package.json
npm	@dnd-kit/core	`6.3.1`	hermes-desktop-web/package.json
npm	@dnd-kit/sortable	`10.0.0`	hermes-desktop-web/package.json
npm	@dnd-kit/utilities	`3.2.2`	hermes-desktop-web/package.json
npm	@icons-pack/react-simple-icons	`13.11.1`	hermes-desktop-web/package.json
npm	@lezer/highlight	`1.2.3`	hermes-desktop-web/package.json
npm	@nanostores/react	`1.1.0`	hermes-desktop-web/package.json
npm	@nous-research/ui	`0.18.2`	hermes-desktop-web/package.json
npm	@streamdown/code	`1.1.1`	hermes-desktop-web/package.json
npm	@streamdown/math	`1.0.2`	hermes-desktop-web/package.json
npm	@tabler/icons-react	`3.44.0`	hermes-desktop-web/package.json
npm	@tailwindcss/typography	`0.5.20`	hermes-desktop-web/package.json
npm	@tailwindcss/vite	`4.3.3`	hermes-desktop-web/package.json
npm	@tanstack/react-query	`5.101.2`	hermes-desktop-web/package.json
npm	@tanstack/react-virtual	`3.14.6`	hermes-desktop-web/package.json
npm	@vscode/codicons	`0.0.45`	hermes-desktop-web/package.json
npm	@xterm/addon-fit	`0.11.0`	hermes-desktop-web/package.json
npm	@xterm/addon-serialize	`0.14.0`	hermes-desktop-web/package.json
npm	@xterm/addon-unicode11	`0.9.0`	hermes-desktop-web/package.json
npm	@xterm/addon-web-links	`0.12.0`	hermes-desktop-web/package.json
npm	@xterm/addon-webgl	`0.19.0`	hermes-desktop-web/package.json
npm	@xterm/xterm	`6.0.0`	hermes-desktop-web/package.json
npm	blobatar	`2.0.0`	hermes-desktop-web/package.json
npm	class-variance-authority	`0.7.1`	hermes-desktop-web/package.json
npm	clsx	`2.1.1`	hermes-desktop-web/package.json
npm	cmdk	`1.1.1`	hermes-desktop-web/package.json
npm	d3-force	`3.0.0`	hermes-desktop-web/package.json
npm	dnd-core	`14.0.1`	hermes-desktop-web/package.json
npm	dompurify	`3.4.13`	hermes-desktop-web/package.json
npm	driver.js	`1.8.0`	hermes-desktop-web/package.json
npm	emojibase-data	`16.0.3`	hermes-desktop-web/package.json
npm	fflate	`0.8.3`	hermes-desktop-web/package.json
npm	frimousse	`0.3.0`	hermes-desktop-web/package.json
npm	hast-util-from-html-isomorphic	`2.0.0`	hermes-desktop-web/package.json
npm	hast-util-to-text	`4.0.2`	hermes-desktop-web/package.json
npm	ignore	`7.0.6`	hermes-desktop-web/package.json
npm	katex	`0.16.47`	hermes-desktop-web/package.json
npm	mermaid	`11.16.1`	hermes-desktop-web/package.json
npm	motion	`12.42.2`	hermes-desktop-web/package.json
npm	nanostores	`1.4.2`	hermes-desktop-web/package.json
npm	radix-ui	`1.6.7`	hermes-desktop-web/package.json
npm	react	`19.2.7`	hermes-desktop-web/package.json
npm	react-arborist	`3.13.2`	hermes-desktop-web/package.json
npm	react-dnd-html5-backend	`14.1.0`	hermes-desktop-web/package.json
npm	react-dom	`19.2.7`	hermes-desktop-web/package.json
npm	react-router	`8.3.0`	hermes-desktop-web/package.json
npm	react-shiki	`0.9.3`	hermes-desktop-web/package.json
npm	remark-math	`6.0.0`	hermes-desktop-web/package.json
npm	remend	`1.3.0`	hermes-desktop-web/package.json
npm	shiki	`4.3.1`	hermes-desktop-web/package.json
npm	streamdown	`2.5.0`	hermes-desktop-web/package.json
npm	tailwind-merge	`3.6.0`	hermes-desktop-web/package.json
npm	tailwindcss	`4.3.3`	hermes-desktop-web/package.json
npm	tw-shimmer	`0.4.12`	hermes-desktop-web/package.json
npm	unicode-animations	`1.0.3`	hermes-desktop-web/package.json
npm	unified	`11.0.5`	hermes-desktop-web/package.json
npm	unist-util-visit-parents	`6.0.2`	hermes-desktop-web/package.json
npm	use-stick-to-bottom	`1.1.6`	hermes-desktop-web/package.json
npm	vfile	`6.0.3`	hermes-desktop-web/package.json
npm	web-haptics	`0.0.6`	hermes-desktop-web/package.json

All dependencies not collected

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

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.

Software health index

Score profile

Ownership

Metrics by category

Key facts

Data collection warnings

More detail

Feedback

Related records