Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-26 02:01 UTC
huabeitech / agent-desk
Open-source AI customer support system. AI-first support, human-ready operations.
huabeitech/agent-desk holds a health index of 57 out of 100, placing it in the Moderate band. It scores highest on Vitality (83/100) and lowest on Sustainability & Governance (32/100). It was last updated today. A single contributor accounts for most of its recent work.
57
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
57
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe 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.
Ownership
huabeitechOrganization
2 followers2 public repossince Jan 2026
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
83
Development activity
72Good
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 8.3/36 | Commit cadence — 12/52 weeks with commits |
| 18/18 | Commit volume — 759 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 759 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 12 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 9 releases published |
| 36/36 | Release recency — latest release 30 days ago |
| 27/27 | Release cadence — a release every ~8.7 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 9 |
| latest_release_tag | v1.5.3 |
| releases_from_tags | no |
| days_since_latest_release | 30 |
| mean_days_between_releases | 8.7 |
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?
50
Popularity & adoption
50Moderate
How it's scored
| 36.3/60 | Stars — 174 stars |
| 14.2/25 | Forks — 52 forks |
| 0/15 | Watchers — 2 watchers |
Inputs used
| forks | 52 |
| stars | 174 |
| watchers | 2 |
| 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 (Apache-2.0) |
| 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 |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
32
Maintainer resilience (bus factor)
10Critical
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 |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Issue & PR responsiveness
54Moderate
How it's scored
| 15.6/46.8 | Issue resolution — 33% of issues closed |
| 38.2/38.3 | PR acceptance — 11/11 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 11 |
| open_issues | 6 |
| closed_issues | 3 |
| issue_closed_ratio | 0.333 |
| closed_unmerged_prs | 0 |
Ownership & stewardship
38At risk
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 3.4/25 | Owner reach — 2 followers of huabeitech |
| 4.5/25 | Track record — 2 public repos, account ~0 yr old |
Inputs used
| followers | 2 |
| owner_type | Organization |
| is_verified | — |
| owner_login | huabeitech |
| public_repos | 2 |
| account_age_days | 189 |
Engineering Quality
Are baseline engineering and documentation practices in place?
78
Engineering practices
80Good
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — eslint.config.mjs |
| 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 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.
Documentation
75Good
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://agent-desk.huabei.pro |
| 10/10 | Repository description |
| 10/10 | Topics — 10 topics |
| 10/10 | Wiki |
Inputs used
| topics | ai-agent, chatbot, customer-support, customer-support-ai, golang, helpdesk, knowledge-base, live-chat, rag, customer-service |
| has_wiki | yes |
| homepage | https://agent-desk.huabei.pro |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
42
Security posture
42At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — no data |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 0/7.5 | Vulnerabilities — 92 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.2 |
Excluded from scoring (no data or not applicable): ci_tests, signed_releases. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
72
Agent context & guidance
83Good
How it's scored
| 45/45 | Agent instructions — AGENTS.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 37.9/40 | Legible commit history — 71 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.71 |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 24,615 |
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — eslint.config.mjs |
| 11/11 | Static type checking — web/tsconfig.json |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum, pnpm-lock.yaml |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | web/tsconfig.json |
| agent_commit_share | 0 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 54.9/55 | Manageable file sizes — 2/800 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 71,027 |
| source_files_sampled | 800 |
| oversized_source_files | 2 |
Machine-readable interfaces
20Critical
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP server |
| 0/40 | Runnable examples |
Inputs used
| example_dirs | — |
| has_mcp_signal | yes |
| api_schema_files | — |
Key facts
174GitHub stars
1contributors
759commits, last 12 months
0days since last push
9releases
1bus factor
6open issues
Go, npmpackage 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
More detail
Star and fork history 0 ★ / 52 ⇿
0Stars
52Forks
9Releases
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 1Minor 5Patch 3
OpenSSF Scorecard 4.2 / 10
4.2aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| n/a | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 0 | Vulnerabilities | 92 existing vulnerabilities detected |
Direct dependencies 77
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/aliyun/aliyun-oss-go-sdk | v3.0.2+incompatible | go.mod |
| Go | github.com/cloudwego/eino | v0.9.6 | go.mod |
| Go | github.com/cloudwego/eino-ext/components/model/openai | v0.1.13 | go.mod |
| Go | github.com/coreos/go-oidc/v3 | v3.18.0 | go.mod |
| Go | github.com/eino-contrib/jsonschema | v1.0.3 | go.mod |
| Go | github.com/gin-gonic/gin | v1.12.0 | go.mod |
| Go | github.com/glebarez/sqlite | v1.11.0 | go.mod |
| Go | github.com/go-playground/validator/v10 | v10.30.1 | go.mod |
| Go | github.com/golang-jwt/jwt/v5 | v5.3.1 | go.mod |
| Go | github.com/gomarkdown/markdown | v0.0.0-20240328165702-4d01890c35c0 | go.mod |
| Go | github.com/google/uuid | v1.6.0 | go.mod |
| Go | github.com/gorilla/schema | v1.4.1 | go.mod |
| Go | github.com/gorilla/websocket | v1.5.1 | go.mod |
| Go | github.com/microcosm-cc/bluemonday | v1.0.26 | go.mod |
| Go | github.com/mlogclub/codegen | v1.0.3 | go.mod |
| Go | github.com/mlogclub/simple | v1.2.40 | go.mod |
| Go | github.com/modelcontextprotocol/go-sdk | v1.4.1 | go.mod |
| Go | github.com/openai/openai-go/v3 | v3.28.0 | go.mod |
| Go | github.com/panjf2000/ants/v2 | v2.12.0 | go.mod |
| Go | github.com/qdrant/go-client | v1.17.1 | go.mod |
| Go | github.com/robfig/cron/v3 | v3.0.1 | go.mod |
| Go | github.com/silenceper/wechat/v2 | v2.1.12 | go.mod |
| Go | github.com/spf13/cast | v1.10.0 | go.mod |
| Go | github.com/spf13/viper | v1.21.0 | go.mod |
| Go | github.com/wk8/go-ordered-map/v2 | v2.1.8 | go.mod |
| Go | github.com/xuri/excelize/v2 | v2.10.1 | go.mod |
| Go | github.com/yuin/goldmark | v1.4.13 | go.mod |
| Go | golang.org/x/crypto | v0.53.0 | go.mod |
| Go | golang.org/x/net | v0.56.0 | go.mod |
| Go | golang.org/x/oauth2 | v0.36.0 | go.mod |
| Go | golang.org/x/text | v0.38.0 | go.mod |
| Go | golang.org/x/tools | v0.46.0 | go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | go.mod |
| Go | gorm.io/driver/mysql | v1.5.7 | go.mod |
| Go | gorm.io/gorm | v1.25.12 | go.mod |
| Go | github.com/apache/arrow/go/v17 | v17.0.0 | go.mod |
| Go | github.com/lancedb/lancedb-go | v0.1.2 | go.mod |
| npm | @base-ui/react | ^1.3.0 | web/package.json |
| npm | @dnd-kit/core | ^6.3.1 | web/package.json |
| npm | @dnd-kit/modifiers | ^9.0.0 | web/package.json |
| npm | @dnd-kit/sortable | ^10.0.0 | web/package.json |
| npm | @dnd-kit/utilities | ^3.2.2 | web/package.json |
| npm | @hookform/resolvers | ^5.2.2 | web/package.json |
| npm | @tanstack/react-table | ^8.21.3 | web/package.json |
| npm | @tiptap/extension-image | ^3.20.2 | web/package.json |
| npm | @tiptap/extension-link | ^3.20.2 | web/package.json |
| npm | @tiptap/extension-placeholder | ^3.20.2 | web/package.json |
| npm | @tiptap/extension-underline | 3.20.2 | web/package.json |
| npm | @tiptap/react | ^3.20.2 | web/package.json |
| npm | @tiptap/starter-kit | ^3.20.2 | web/package.json |
| npm | @uiw/react-json-view | 2.0.0-alpha.41 | web/package.json |
| npm | @xyflow/react | ^12.11.0 | web/package.json |
| npm | class-variance-authority | ^0.7.1 | web/package.json |
| npm | clsx | ^2.1.1 | web/package.json |
| npm | cmdk | ^1.1.1 | web/package.json |
| npm | date-fns | ^4.1.0 | web/package.json |
| npm | jose | ^6.2.3 | web/package.json |
| npm | lucide-react | ^0.577.0 | web/package.json |
| npm | markdown-it | ^14.1.1 | web/package.json |
| npm | md-editor-rt | ^6.4.1 | web/package.json |
| npm | next | 16.1.6 | web/package.json |
| npm | next-themes | ^0.4.6 | web/package.json |
| npm | react | 19.2.3 | web/package.json |
| npm | react-day-picker | ^9.14.0 | web/package.json |
| npm | react-dom | 19.2.3 | web/package.json |
| npm | react-hook-form | ^7.71.2 | web/package.json |
| npm | react-resizable-panels | ^4.7.6 | web/package.json |
| npm | react-zoom-pan-pinch | ^3.7.0 | web/package.json |
| npm | recharts | 2.15.4 | web/package.json |
| npm | shadcn | ^4.0.7 | web/package.json |
| npm | sonner | ^2.0.7 | web/package.json |
| npm | tailwind-merge | ^3.5.0 | web/package.json |
| npm | turndown | ^7.2.2 | web/package.json |
| npm | tw-animate-css | ^1.4.0 | web/package.json |
| npm | vaul | ^1.1.2 | web/package.json |
| npm | zod | ^4.3.6 | web/package.json |
| npm | zustand | ^5.0.12 | 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
{
"data": {
"repo": {
"topics": [
"ai-agent",
"chatbot",
"customer-support",
"customer-support-ai",
"golang",
"helpdesk",
"knowledge-base",
"live-chat",
"rag",
"customer-service"
],
"is_fork": false,
"size_kb": 5836,
"has_wiki": true,
"homepage": "https://agent-desk.huabei.pro",
"languages": {
"Go": 2062738,
"CSS": 13700,
"SCSS": 679,
"Python": 7039,
"Makefile": 7388,
"Dockerfile": 3900,
"JavaScript": 59025,
"TypeScript": 1735473
},
"pushed_at": "2026-07-25T18:01:39Z",
"created_at": "2026-03-25T06:31:08Z",
"owner_type": "Organization",
"updated_at": "2026-07-23T02:20:25Z",
"description": "Open-source AI customer support system. AI-first support, human-ready operations.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Go",
"significant_languages": [
"Go",
"TypeScript"
]
},
"owner": {
"blog": null,
"name": null,
"type": "Organization",
"login": "huabeitech",
"company": null,
"location": null,
"followers": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/255471598?v=4",
"created_at": "2026-01-17T04:15:02Z",
"is_verified": null,
"public_repos": 2,
"account_age_days": 189
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v1.5.3",
"kind": "patch",
"published_at": "2026-06-25T14:50:28Z"
},
{
"tag": "v1.5.2",
"kind": "patch",
"published_at": "2026-06-15T14:03:59Z"
},
{
"tag": "v1.5.1",
"kind": "patch",
"published_at": "2026-06-08T06:57:45Z"
},
{
"tag": "v1.5.0",
"kind": "minor",
"published_at": "2026-05-31T12:13:42Z"
},
{
"tag": "v1.4.0",
"kind": "minor",
"published_at": "2026-05-13T06:53:16Z"
},
{
"tag": "v1.3.0",
"kind": "minor",
"published_at": "2026-04-30T02:25:36Z"
},
{
"tag": "v1.2.0",
"kind": "minor",
"published_at": "2026-04-26T01:59:39Z"
},
{
"tag": "v1.1.0",
"kind": "minor",
"published_at": "2026-04-21T11:13:13Z"
},
{
"tag": "v1.0.0",
"kind": "major",
"published_at": "2026-04-16T15:45:47Z"
}
],
"recent_commits": [
{
"oid": "9fd503b52b1064f599a14cc24c6e7cb3b51ad8d1",
"body": null,
"is_bot": false,
"headline": "fix: set trailingSlash to false in next.config.ts",
"author_name": "mlogclub",
"author_login": "bbbbbbbbbbbbba",
"committed_at": "2026-06-26T07:00:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f827a7471c6ebb262501478f7f2d1724c3b2e4ce",
"body": "- Removed LocaleSwitcher from NavUser, SiteHeader, and WorkbenchHeader components.\n- Updated tests to reflect the removal of LocaleSwitcher.\n- Changed default locale from \"en-US\" to \"zh-CN\" in i18n configuration.\n- Refactored locale resolution logic to read configured locale without relying on browser language detection.\n- Updated AgentDesk SDK to support language configuration from public API.\n- Cleaned up unused auth options fetching in the auth API.",
"is_bot": false,
"headline": "refactor: remove LocaleSwitcher component and update locale handling",
"author_name": "mlogclub",
"author_login": "bbbbbbbbbbbbba",
"committed_at": "2026-06-26T06:46:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "12d188fc7eb3c498a3b09f0fa816cef53f98bc5b",
"body": null,
"is_bot": false,
"headline": "chore: update docs submodule for v1.5.3",
"author_name": "mlogclub",
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"committed_at": "2026-06-25T14:49:44Z",
"body_truncated": false,
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},
{
"oid": "1d58554fd477b75fdd0465cc61b7d192f05e7dc5",
"body": null,
"is_bot": false,
"headline": "feat: improve node title handling in NodeConfigForm for better clarity",
"author_name": "mlogclub",
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"committed_at": "2026-06-25T14:46:45Z",
"body_truncated": false,
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},
{
"oid": "62fc894f824dff6508ecf20499f66a76dacff869",
"body": null,
"is_bot": false,
"headline": "feat: add layout validation for default agent workflow in tests",
"author_name": "mlogclub",
"author_login": "bbbbbbbbbbbbba",
"committed_at": "2026-06-25T14:46:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "21fd119b275a35024a1a1d84238f3359883e6780",
"body": "…ow executor\n\n- Implemented conversation understanding and reply policy execution in the workflow executor.\n- Added new node types: NodeTypeConversationUnderstanding and NodeTypeReplyPolicy.\n- Enhanced input and output schemas for the new nodes.\n- Updated workflow registry to include new node specifications.\n- Created tests for the new workflow routes and behaviors.\n- Modified existing workflows to integrate the new conversation understanding and reply policy logic.",
"is_bot": false,
"headline": "feat: add conversation understanding and reply policy nodes to workfl…",
"author_name": "mlogclub",
"author_login": "bbbbbbbbbbbbba",
"committed_at": "2026-06-25T14:38:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7ba7deea960dcf0349ff54cef39d5c91719b4ba8",
"body": null,
"is_bot": false,
"headline": "docs: update decision platform design pointer",
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],
"report_type": "repository",
"generated_at": "2026-07-26T02:01:06.485728Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/h/huabeitech/agent-desk.svg",
"full_name": "huabeitech/agent-desk",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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 v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.