Public recordModerate
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 11:43 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.
Yuan-lab-LLM/ClawManager holds a health index of 68 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (90/100) and lowest on Security (47/100). It was last updated 1 day ago. A single contributor accounts for most of its recent work.
68
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.
68
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
Yuan-lab-LLMPersonal account
65 followers8 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?
86
Development activity
76Good
How it's scored
| 36/36 | Push recency — last push 1 days ago |
| 12.5/36 | Commit cadence — 18/52 weeks with commits |
| 18/18 | Commit volume — 203 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 203 |
| human_commit_share | 1 |
| days_since_last_push | 1 |
| active_weeks_last_year | 18 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 41 releases published |
| 36/36 | Release recency — latest release 1 days ago |
| 27/27 | Release cadence — a release every ~3.8 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 41 |
| latest_release_tag | v2026.7.21 |
| releases_from_tags | no |
| days_since_latest_release | 1 |
| mean_days_between_releases | 3.8 |
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?
65
Popularity & adoption
78Good
How it's scored
| 53.2/60 | Stars — 1,916 stars |
| 18.1/25 | Forks — 150 forks |
| 7.2/15 | Watchers — 21 watchers |
Inputs used
| forks | 150 |
| stars | 1,916 |
| 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 |
| 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?
51
Maintainer resilience (bus factor)
36At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 7.5/22.5 | Commit distribution — top contributor authored 67% of commits |
| 13.5/13.5 | Contributor breadth — 11 contributors |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 11 |
| top_contributor_share | 0.667 |
How it's scored
| 34.9/46.8 | Issue resolution — 75% of issues closed |
| 34.7/38.3 | PR acceptance — 88/97 decided PRs merged |
| 10.5/15 | OpenSSF Scorecard: Code-Review — Found 10/14 approved changesets -- score normalized to 7 |
Inputs used
| merged_prs | 88 |
| open_issues | 15 |
| closed_issues | 44 |
| issue_closed_ratio | 0.746 |
| closed_unmerged_prs | 9 |
Ownership & stewardship
39At risk
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 |
| 8.1/25 | Track record — 8 public repos, account ~0 yr old |
Inputs used
| followers | 65 |
| owner_type | User |
| is_verified | — |
| owner_login | Yuan-lab-LLM |
| public_repos | 8 |
| account_age_days | 209 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Engineering Quality
Are baseline engineering and documentation practices in place?
90
Engineering practices
84Good
How it's scored
| 24/24 | CI workflows — 3 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — eslint.config.js |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 14 out of 14 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
100Excellent
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/ |
| 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?
47
Security posture
47At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 2.5/2.5 | CI-Tests — 14 out of 14 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 |
| 5.2/7.5 | Code-Review — Found 10/14 approved changesets -- score normalized to 7 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 13 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 46 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.7 |
Excluded from scoring (no data or not applicable): branch_protection, 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.
69
Agent context & guidance
40At risk
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 — 83 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.83 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
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 |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 6/10 | Demonstrated agent practice — 3 of the last 100 commits agent-authored or agent-credited |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 1/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
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 |
| agent_commit_share | 0.03 |
| toolchain_manifests | backend/go.mod |
| dependency_bot_commit_share | 0 |
Code legibility for models
98Excellent
How it's scored
| 45/45 | Type-checkable code — TypeScript (statically typed) |
| 52.6/55 | Manageable file sizes — 18/418 source files over 60KB |
Inputs used
| primary_language | TypeScript |
| largest_source_bytes | 399,367 |
| source_files_sampled | 418 |
| oversized_source_files | 18 |
Key facts
1,916GitHub stars
11contributors
203commits, last 12 months
1days since last push
41releases
1bus factor
15open 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 ★ / 150 ⇿
0Stars
150Forks
40Releases
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 40
OpenSSF Scorecard 4.7 / 10
4.7aggregate
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 |
| n/a | Branch-Protection | internal 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 |
| 10 | CI-Tests | 14 out of 14 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 |
| 7 | Code-Review | Found 10/14 approved changesets -- score normalized to 7 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 13 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 1 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 1 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 46 existing vulnerabilities detected |
Direct dependencies 22
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/gin-gonic/gin | v1.12.0 | 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/upper/db/v4 | v4.10.0 | backend/go.mod |
| Go | golang.org/x/crypto | v0.49.0 | 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-router-dom | ^7.13.1 | frontend/package.json |
| npm | zustand | ^5.0.11 | frontend/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": [
"kubernetes",
"openclaw",
"webtop",
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],
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},
"pushed_at": "2026-07-21T04:13:17Z",
"created_at": "2026-03-20T10:43:22Z",
"owner_type": "User",
"updated_at": "2026-07-22T02:58:35Z",
"description": "A Kubernetes-native control plane for AI agent instance management, with governed AI access, runtime orchestration, and reusable resources across multiple agent runtimes.",
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},
"license": {
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"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
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{
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"headline": " 支持 Skill 批量安装到多实例与单实例批量导入skill (#165)",
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"body_truncated": true,
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{
"oid": "05480fdce98a2e54f58d8e9ab2643372a3124c6c",
"body": "…t visibility (#167)\n\n* chore: ignore local agency and team snapshots\n\n* feat: add team agent profile templates\n\n* KANBAN\n\n* template\n\n* prototype\n\n* Fix tenant runtime pool deployment\n\n* Fix local team profiles runtime override\n\n* Update local team profiles testing guide\n\n* Adapt local team profile\n[…]\noverlays and completion projection\n\n* fix(team): preserve workflow identity recovery\n\n* fix(team): protect terminal workflow projection\n\n* fix(team): preserve collaboration flow after terminal results",
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"headline": "fix(team): harden workflow recovery, terminal projection, and artifac…",
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"headline": "feat: Skill Hub hardening with session usage tracking and egress gove…",
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"body": "- Reuse desktop direct upstream resolution and include upstream in short external access tokens\n- Default and normalize Selkies stream settings for desktop runtimes\n- Remove legacy deployments with the same instance-id before ensuring the current deployment\n- Preserve the unsaved desktop stream profile state in the frontend\n- Add tests for stream profiles, pod envs, and deployment cleanup",
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"headline": "fix(instance): stabilize desktop access and stream defaults",
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"headline": "feat: optimize shared desktop access and multi-replica control plane",
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"headline": "Merge pull request #141 from Iamlovingit/v2dev",
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"headline": "Merge pull request #137 from Yuan-lab-LLM/wechat",
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"body": "feat: manage instances with Deployments",
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"headline": "Merge pull request #135 from Li-Day-Day/main",
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"headline": "fix: resource skill upload and team member numbering",
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"body": "Create instance workloads as single-replica Deployments instead of bare Pods so Kubernetes can recreate Pods after deletion, eviction, or node/runtime failures.\nUpdate stop/delete and orphan cleanup to remove Deployments before residual Pods, and improve status sync to keep instances creating while a Deployment exists without a Pod and avoid stale Failed/Evicted Pods affecting instance state.",
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"body": "Tune desktop clipboard and shared memory defaults",
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"body": "- Disable Webtop/KasmVNC bidirectional clipboard sync by default to reduce accidental paste during remote desktop input\n- Derive desktop runtime /dev/shm defaults from instance memory: 1G for 4G, 2G for 8G, and 4G for 12G+\n- Preserve explicit SHM_SIZE_GB overrides and keep shell runtime behavior unchanged\n- Add tests for openclaw/hermes clipboard policy and /dev/shm default selection\n- Support multiple OpenClaw channel resources and fix alias injection",
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"oid": "a64fa2099792f1c53917c87dec0e94a70c89c8f6",
"body": "…cation\n\nAdd cursor-based GET /teams/:id/tasks and GET /teams/:id/events APIs.\nTeam detail page loads older messages on scroll/click and deduplicates\ncollaboration chat messages with improved thread ordering.",
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"headline": "feat: add openclaw shell runtime preset",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-05-22T11:21:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ab112f9ccbaaf9f4955454b9f28c116f5693f572",
"body": "feat: add shell runtime and harden team shared storage",
"is_bot": false,
"headline": "Merge pull request #124 from Iamlovingit/codex/shell",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-05-22T07:22:33Z",
"body_truncated": false,
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},
{
"oid": "c192908d9552f4eff1a0d34ac9059f3d5434e6ae",
"body": null,
"is_bot": false,
"headline": "feat: add shell runtime and harden team shared storage",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-05-22T07:06:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8bfd6340e985e3fa17e1177ee9105a94254f95f7",
"body": "# Conflicts:\n#\tbackend/internal/services/instance_service.go\n#\tbackend/internal/services/k8s/pod_service.go\n#\tbackend/internal/services/k8s/pod_service_test.go\n#\tfrontend/src/components/InstanceAccess.tsx",
"is_bot": false,
"headline": "Merge remote-tracking branch 'upstream/main' into codex/shell",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-05-18T14:12:46Z",
"body_truncated": false,
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},
{
"oid": "156b5bc32835af11af07027b70af900b6cfebf9e",
"body": "Modify readme",
"is_bot": false,
"headline": "Merge pull request #122 from Li-Day-Day/main",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-05-18T14:03:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d9f0d2793475adefab39ad78679122e0f76919e6",
"body": null,
"is_bot": false,
"headline": "Modify readme",
"author_name": "litiantian03",
"author_login": null,
"committed_at": "2026-05-18T13:32:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d2164f3c405a9c1abda26546d08aa53949c6c637",
"body": "feat(team): Multi-agent Team control plane across runtimes (Leader-mediated collaboration)",
"is_bot": false,
"headline": "Merge pull request #121 from Li-Day-Day/main",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-05-18T09:21:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3fe1418d5e4995be72b4208a419967167f512222",
"body": "…diated collaboration)\n\n- Add migrations plus Team/Member/Task/Event APIs; Redis Streams consumer projects inbox/events into DB as source of truth\n- Inject Team Secret (Redis URL, team token) via envFrom; shared RWX PVC at /team; sync ConfigMap roster to /team/team.json\n- Create member Pods through \n[…]\n\n- Add /teams, /teams/new, /teams/:id: creation wizard (roster, presets, shared env/OpenClaw plan), per-member desktops, collaboration timeline, debug dispatch (defaults to Leader when target omitted)",
"is_bot": false,
"headline": "feat(team): Multi-agent Team control plane across runtimes (Leader-me…",
"author_name": "litiantian03",
"author_login": null,
"committed_at": "2026-05-18T08:30:26Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "7ceefbf6a81042063e720f5240ea182f7c9c6e8c",
"body": null,
"is_bot": false,
"headline": "shell init",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-05-13T12:19:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a52d301d75c8361a4e3830f883c5b6b74e27259b",
"body": "fix: paginate user management list",
"is_bot": false,
"headline": "Merge pull request #119 from Iamlovingit/codex/bugfix",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-05-12T14:59:17Z",
"body_truncated": false,
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},
{
"oid": "a3bbedbbdc9dc10c9253b88d43dd433fe30c9dec",
"body": null,
"is_bot": false,
"headline": "fix: paginate user management list",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-05-12T12:35:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e99c49f3e2eea7bafb018f7eecbf941519e94830",
"body": "update wechat jpg",
"is_bot": false,
"headline": "Merge pull request #116 from Iamlovingit/wechat",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-05-08T11:19:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9818085f5948ff9fee44eeac6c9cb8d0c41f53f5",
"body": null,
"is_bot": false,
"headline": "update wechat jpg",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-05-08T11:14:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "936221c2c79ae7889fc8180ea4dc1e1dba3b2243",
"body": "fix: resolve OpenClaw upload crash with least-privilege pod settings",
"is_bot": false,
"headline": "Merge pull request #112 from Li-Day-Day/main",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-05-07T09:37:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c0c6b763af2bce5687f8ddba553ea10714d77ca0",
"body": null,
"is_bot": false,
"headline": "fix build issue",
"author_name": "litiantian03",
"author_login": null,
"committed_at": "2026-05-07T03:00:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "054a2b9b4472f17fdf5a2c9fa5ab31ee54a9d521",
"body": "- add configurable /dev/shm mounts for instance pods with a bounded SHM_SIZE_GB override\n- introduce pod security modes and use chromium-compat for OpenClaw instead of privileged\n- keep privileged mode only as an explicit admin fallback\n- remove the node-level clawmanager-node-tuner manifest to avoid changing host security defaults\n- fix k3s HTTPS and API/proxy service port mappings\n- add tests for SHM parsing and pod security mode behavior",
"is_bot": false,
"headline": "fix: resolve OpenClaw upload crash with least-privilege pod settings",
"author_name": "litiantian03",
"author_login": null,
"committed_at": "2026-05-07T02:34:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6e512dc93ad39468b2cb555530e7ee0e8ba4dea6",
"body": "fix: use persistent path for PV hostPath instead of /tmp/",
"is_bot": false,
"headline": "Merge pull request #111 from hippoley/fix/pv-hostpath-persistent",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-05-07T01:53:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "963a1c378e4a7986fd16a8b405c55ffab6dfad79",
"body": "BREAKING: PV hostPath prefix changed from /tmp/clawreef/ to /data/clawreef/\n\nProblem:\n- PV hostPath was hardcoded to /tmp/clawreef/user-{id}/instance-{id}\n- /tmp/ is a volatile directory that may be cleaned by systemd-tmpfiles\n or cleared on node reboot (depending on OS configuration)\n- This caused\n[…]\n to /data/clawreef/\n and create a symlink for backward compatibility:\n mkdir -p /data/clawreef\n mv /tmp/clawreef/* /data/clawreef/\n rm -rf /tmp/clawreef && ln -s /data/clawreef /tmp/clawreef",
"is_bot": false,
"headline": "fix: use persistent path for PV hostPath instead of /tmp/",
"author_name": "hippoley",
"author_login": "hippoley",
"committed_at": "2026-05-06T23:57:44Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "0d354455d29ef8eb1bcab05b327c7aade56c4ec5",
"body": "fix: make instance deletion asynchronous",
"is_bot": false,
"headline": "Merge pull request #104 from Iamlovingit/delinstance",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-04-30T11:31:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "55e9edfb833c1aa4ce4ae2903d16fa1117a3fd96",
"body": null,
"is_bot": false,
"headline": "fix: make instance deletion asynchronous",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-04-30T11:24:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bd2aa8ca08b62248001d21e00f657cf6ac1ea53c",
"body": "update wechat image",
"is_bot": false,
"headline": "Merge pull request #103 from Iamlovingit/readmeupdate",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-04-30T09:27:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a9fc5e2cf85418f968226e86869dd9939292502d",
"body": null,
"is_bot": false,
"headline": "update wechat image",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-04-30T09:21:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04b1dd3fbdb4a6c6d08d240d52c3771dee3b96e0",
"body": "docs: add runtime previews to localized READMEs",
"is_bot": false,
"headline": "Merge pull request #100 from Iamlovingit/readmeupdate",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-04-29T09:29:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6c8bf5180c6f3e0e2454477aa71fe229d9e2b28a",
"body": null,
"is_bot": false,
"headline": "fix: normalize agents runtime image references",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-04-29T09:24:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7cfed85ae8f1d2a1165f9005844bf68f9a4f213a",
"body": null,
"is_bot": false,
"headline": "docs: add runtime previews to localized READMEs",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-04-29T08:39:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "58c35f6ecdc5548f1f8c81dfb45bf7977d9c295d",
"body": "…dropping\n\nfix: channel editors silently dropping unknown fields on save",
"is_bot": false,
"headline": "Merge pull request #88 from naiqus/fix/openclaw-channel-editor-field-…",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-04-29T07:14:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "36def64226c7f5e8674be64c912d637b484b6028",
"body": "feat: add hermes runtime integration",
"is_bot": false,
"headline": "Merge pull request #99 from Iamlovingit/hermes",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-04-29T07:13:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e2613b4c45830c68e7e74f73f70d56ebe415a813",
"body": null,
"is_bot": false,
"headline": "feat: add hermes runtime integration",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-04-29T07:00:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "08dce2a29d6a1a2480d61cffb77207feab1526e8",
"body": "TestNormalizeOpenClawResourceContentPreservesUnknownChannelFields and\nTestNormalizeOpenClawResourceContentPreservesFeishuSiblingAccounts were\ndeclared twice causing build failure.",
"is_bot": false,
"headline": "fix: remove duplicate test function declarations",
"author_name": "Suqian Zhang",
"author_login": "naiqus",
"committed_at": "2026-04-27T21:48:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "032c038275c7c0274ad1bd6895efd44b95e2e3d7",
"body": "…om:naiqus/ClawManager into fix/openclaw-channel-editor-field-dropping",
"is_bot": false,
"headline": "Merge branch 'fix/openclaw-channel-editor-field-dropping' of github.c…",
"author_name": "Suqian Zhang",
"author_login": "naiqus",
"committed_at": "2026-04-27T21:08:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c39df72d5106abd026aa29ac7c24db71a54773c7",
"body": "Every channel form editor (telegram, dingtalk-connector, slack, feishu)\nsilently drops fields on Save. The user flow that loses data:\n\n 1. Open a channel resource in the JSON tab, add any field not owned\n by the form (e.g. webhook, custom capabilities, additional feishu\n accounts).\n 2. Swi\n[…]\nounts\n guards the feishu deep-merge.\n\nManual verification against a live instance: add `webhook` via the\nJSON tab, switch to Form tab, rotate a secret, Save, reload — the\nwebhook field is retained.",
"is_bot": false,
"headline": "fix(openclaw): preserve unknown fields in channel config save path",
"author_name": "Suqian Zhang",
"author_login": "naiqus",
"committed_at": "2026-04-27T21:07:24Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "30abf94c453455a9ce1911fb653982009ce5188d",
"body": "fix: default imagePullPolicy to IfNotPresent for air-gapped environments",
"is_bot": false,
"headline": "Merge pull request #95 from hippoley/fix/image-pull-policy-configurable",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-04-27T13:46:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "39a76c0f9f29d5fab6068f78eb20590e5a9a62e3",
"body": "fix(instances): delete legacy network policy before create/start instead of ensuring default",
"is_bot": false,
"headline": "Merge pull request #93 from Li-Day-Day/main",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-04-27T13:45:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "584b071e35c0b93fbffb26ed8813c5f78354c483",
"body": "Kubernetes defaults imagePullPolicy to Always when the image tag is\n:latest. This causes pod creation failures in air-gapped and enterprise\nenvironments where nodes cannot reach external registries.\n\nChanges:\n- Add ImagePullPolicy field to PodConfig struct\n- Default to IfNotPresent in CreatePod when not explicitly set\n- Support IMAGE_PULL_POLICY env var for operator override\n- Apply policy to both CreateInstance and StartInstance paths\n\nCloses #94",
"is_bot": false,
"headline": "fix: default imagePullPolicy to IfNotPresent for air-gapped environments",
"author_name": "hippoley",
"author_login": "hippoley",
"committed_at": "2026-04-27T08:32:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf0125ab2378e1eca48eb936c6e914f8f838c6a3",
"body": "…ead of ensuring default",
"is_bot": false,
"headline": "fix(instances): delete legacy network policy before create/start inst…",
"author_name": "litiantian03",
"author_login": null,
"committed_at": "2026-04-27T01:43:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "87fe5a6bdf9062bc686c2ad4f2491522e9db9ed7",
"body": "Every channel form editor (telegram, dingtalk-connector, slack, feishu)\nsilently drops fields on Save. The user flow that loses data:\n\n 1. Open a channel resource in the JSON tab, add any field not owned\n by the form (e.g. webhook, custom capabilities, additional feishu\n accounts).\n 2. Swi\n[…]\nounts\n guards the feishu deep-merge.\n\nManual verification against a live instance: add `webhook` via the\nJSON tab, switch to Form tab, rotate a secret, Save, reload — the\nwebhook field is retained.",
"is_bot": false,
"headline": "fix(openclaw): preserve unknown fields in channel config save path",
"author_name": "Suqian Zhang",
"author_login": "naiqus",
"committed_at": "2026-04-26T15:50:08Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "3a44141d97478d8821e5359daf5ed32303aa3ff3",
"body": "…ine-leaks\n\nfix: add graceful shutdown, fix WebSocket Hub race, plug goroutine leaks",
"is_bot": false,
"headline": "Merge pull request #92 from hippoley/fix/graceful-shutdown-and-gorout…",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-04-25T16:42:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "49725a8e243cfb7db7af8c145b0f854ca261f89f",
"body": "fix: .openclaw workspace transfer path and upload handling",
"is_bot": false,
"headline": "Merge pull request #87 from naiqus/fix/openclaw-transfer-path",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-04-25T16:27:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "313cc57ddc8b770c1fc9cf221a4dcdd233e35b3d",
"body": "fix: admin sees all users' instances in workspace view",
"is_bot": false,
"headline": "Merge pull request #89 from naiqus/fix/admin-instance-view-leakage",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-04-25T16:04:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c3cea76a391f290c0ec9d574a55033257c469c0d",
"body": "…-update\n\nfix: cascade snapshot rendered_env when resource is updated",
"is_bot": false,
"headline": "Merge pull request #80 from hippoley/fix/cascade-snapshot-on-resource…",
"author_name": "Qingshan Chen",
"author_login": "Iamlovingit",
"committed_at": "2026-04-25T15:55:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cfd9c46ca822fd3369b21786041661cef3c7baa7",
"body": "Address three HIGH-severity issues from the memory-leak and bloat\nanalysis (issue #56).\n\n1. Graceful shutdown (main.go)\n - Replace gin's r.Run() with an explicit http.Server so the process\n can intercept SIGINT / SIGTERM.\n - On signal: drain active HTTP requests (10 s timeout), then stop\n \n[…]\nessServiceStopTerminatesCleanup: Stop() is safe and\n the service remains functional for token ops afterward\n\nAll existing tests continue to pass; full project build and regression\nverified.\n\nRef: #56",
"is_bot": false,
"headline": "fix: add graceful shutdown, fix WebSocket Hub race, plug goroutine leaks",
"author_name": "hippoley",
"author_login": "hippoley",
"committed_at": "2026-04-24T12:07:13Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "7bb6a19b8500ea67d93da4d4e48e0c13836deb89",
"body": "When a resource is updated, all compiled/active snapshots that reference\nit (directly or via dependsOn) are now automatically recompiled so their\nrendered_env_json stays in sync.\n\nKey changes:\n- snapshotReferencesResource checks ResolvedResourcesJSON first (full\n resolved set including dependsOn), \n[…]\ns from clobbering each other\n- ListActiveSnapshots queries both 'compiled' and 'active' statuses\n- Cascade runs in a background goroutine; errors are logged but never\n fail the resource update itself",
"is_bot": false,
"headline": "fix: cascade recompile active snapshots when a resource is updated",
"author_name": "hippoley",
"author_login": "hippoley",
"committed_at": "2026-04-24T10:08:03Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "a33f3fee16e036476133b9d5c04d2ad78a904197",
"body": "Summary\n-------\nLogging in as an admin and navigating to Workspace → My Instances\nreturned every instance in the cluster instead of the admin's own.\nRole was overloaded to both widen the admin console surface AND\nwiden the self-scoped list endpoint, so the workspace view broke\nthe owner-isolation co\n[…]\nrun build` all pass.\n\nScope note\n----------\nThis PR fixes the listing leak only. Per-instance handlers in\n`instance_handler.go` retain their existing inline role checks\nand will be audited separately.",
"is_bot": false,
"headline": "fix(instances): admin sees all users' instances in workspace view",
"author_name": "naiqus",
"author_login": "naiqus",
"committed_at": "2026-04-24T01:37:26Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "0a722773da11f7f5ce564a393dc61a7443cf9fb4",
"body": null,
"is_bot": false,
"headline": "fix(openclaw): align upload limit to 50 MiB",
"author_name": "naiqus",
"author_login": "naiqus",
"committed_at": "2026-04-24T00:08:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bea828cbb0a1b0e2508e7be4a87ffc146a084a91",
"body": "The previous error handler fell back to the button label when the server\ndid not return a JSON body (e.g. nginx 413 plain-HTML response), producing\na popup that said \"Import .openclaw\" on failure - indistinguishable from\na success message.\n\nAdd describeOpenClawError() that:\n- surfaces server-supplie\n[…]\n HTTP status code.\n\nAlso emit distinct i18n strings for success (importOpenClawSuccess) and\nfailure (importOpenClawFailed / exportOpenClawFailed) across all 5\nsupported languages (en, zh, ja, ko, de).",
"is_bot": false,
"headline": "fix(frontend): show meaningful error messages for OpenClaw import/export",
"author_name": "naiqus",
"author_login": "naiqus",
"committed_at": "2026-04-24T00:02:46Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "255a5c6d0d6a8cf174467837b833943ebf161ea5",
"body": "Wrap c.Request.Body with http.MaxBytesReader(512 MiB) so oversize\nuploads that bypass the edge (or when nginx is swapped for another\nproxy) produce a JSON 413 with a clear message rather than a generic\n500 or a parser-side surprise. Also guards against header-declared\nsizes exceeding the cap.\n\nAligns backend and nginx limits on a single named constant.",
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"body": "Nginx default client_max_body_size is 1 MiB. Any real .openclaw workspace\narchive exceeds that, so the Import endpoint rejects uploads with a plain\nHTML 413 Content Too Large response long before the request reaches the\nGo backend (which already permits up to 512 MiB via io.LimitReader).\n\nSet client_max_body_size to 512m on the server block so the edge limit\nmatches the backend limit.",
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"headline": "fix(nginx): raise client_max_body_size to 512m for .openclaw uploads",
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"oid": "cb6cb00d5c103455095ceee78ca85d50cc55520e",
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"is_bot": false,
"headline": "fix(openclaw): resolve transfer base dir via CLAWMANAGER_AGENT_PERSIS…",
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"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 0.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "46 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 5
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 69,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.83,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "83 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 83,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 79,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum",
"package-lock.json"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"backend/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"e2e/tsconfig.json",
"frontend/tsconfig.json"
],
"agent_commit_share": 0.03,
"toolchain_manifests": [
"backend/go.mod"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "backend/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "backend/Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": "eslint.config.js",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "eslint.config.js"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "e2e/tsconfig.json, frontend/tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "e2e/tsconfig.json, frontend/tsconfig.json"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "3 of the last 100 commits agent-authored or agent-credited",
"points": 6,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 3,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 1,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 98,
"inputs": {
"primary_language": "TypeScript",
"largest_source_bytes": 399367,
"source_files_sampled": 418,
"oversized_source_files": 18
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "TypeScript (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "TypeScript"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "18/418 source files over 60KB",
"points": 52.6,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 418,
"oversized": 18
}
}
],
"max_points": 55
}
]
}
],
"description": "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."
}
],
"metrics_version": "1.13.0"
},
"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"
],
"report_type": "repository",
"generated_at": "2026-07-22T11:43:38.590733Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/y/Yuan-lab-LLM/ClawManager.svg",
"full_name": "Yuan-lab-LLM/ClawManager",
"license_state": "standard",
"license_spdx": "MIT"
}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 v0.26.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.