Public recordAt risk
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 02:46 UTC
virtuallytd / claude-code-switcher
Run Claude Code in isolated Podman containers with per-profile auth, MCP servers, and settings
virtuallytd/claude-code-switcher holds a health index of 37 out of 100, placing it in the At risk band. It scores highest on Vitality (67/100) and lowest on Sustainability & Governance (20/100). It was last updated 4 days ago. A single contributor accounts for most of its recent work.
37
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.
37
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
Tony DavisPersonal account
8 followers42 public repossince Mar 2011
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?
67
Development activity
52Moderate
How it's scored
| 36/36 | Push recency — last push 4 days ago |
| 3.5/36 | Commit cadence — 5/52 weeks with commits |
| 12.2/18 | Commit volume — 22 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Inputs used
| commits_last_year | 22 |
| human_commit_share | 1 |
| days_since_last_push | 4 |
| active_weeks_last_year | 5 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 8 releases published |
| 36/36 | Release recency — latest release 4 days ago |
| 27/27 | Release cadence — a release every ~3.2 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 8 |
| latest_release_tag | v0.9.3 |
| releases_from_tags | no |
| days_since_latest_release | 4 |
| mean_days_between_releases | 3.2 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
24
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 0 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 0 |
| stars | 0 |
| watchers | 0 |
| 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?
20
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
1Critical
How it's scored
| 0/46.8 | Issue resolution — no issues or no data |
| 0/38.3 | PR acceptance — no decided pull requests or no data |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/22 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.
Ownership & stewardship
51Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 6.9/25 | Owner reach — 8 followers of virtuallytd |
| 23.9/25 | Track record — 42 public repos, account ~15 yr old |
Inputs used
| followers | 8 |
| owner_type | User |
| is_verified | — |
| owner_login | virtuallytd |
| public_repos | 42 |
| account_age_days | 5,607 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Engineering Quality
Are baseline engineering and documentation practices in place?
42
Engineering practices
30At risk
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 0/24 | Tests present |
| 0/16 | Linter config |
| 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 | no |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.
Documentation
60Moderate
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics — 5 topics |
| 10/10 | Wiki |
Inputs used
| topics | claude-code, cli, developer-tools, mcp, podman |
| has_wiki | yes |
| homepage | — |
| 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?
32
Security posture
32At 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 0/22 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 |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 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 — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 3.2 |
Excluded from scoring (no data or not applicable): ci_tests. 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.
50
Agent context & guidance
39At risk
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 38.8/40 | Legible commit history — 16 of 22 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.727 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 0/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — Go (statically typed) |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 22 |
| 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 | no |
| lockfiles | go.sum |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| 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) |
| 55/55 | Manageable file sizes — 0/3 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 10,383 |
| source_files_sampled | 3 |
| oversized_source_files | 0 |
Key facts
0GitHub stars
1contributors
22commits, last 12 months
4days since last push
8releases
1bus factor
0open issues
Gopackage ecosystems
Data collection warnings
- Could not fetch go package 'github.com/virtuallytd/ccs' from its registry
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
OpenSSF Scorecard 3.2 / 10
3.2aggregate
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 0/22 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 |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 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 |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
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": [
"claude-code",
"cli",
"developer-tools",
"mcp",
"podman"
],
"is_fork": false,
"size_kb": 40,
"has_wiki": true,
"homepage": null,
"languages": {
"Go": 13582,
"Shell": 1290,
"Makefile": 210,
"Dockerfile": 759
},
"pushed_at": "2026-07-17T08:47:40Z",
"created_at": "2026-06-24T14:21:19Z",
"owner_type": "User",
"updated_at": "2026-07-17T08:47:51Z",
"description": "Run Claude Code in isolated Podman containers with per-profile auth, MCP servers, and settings",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": "https://virtuallytd.com",
"name": "Tony Davis",
"type": "User",
"login": "virtuallytd",
"company": null,
"location": "Munich, Germany",
"followers": 8,
"avatar_url": "https://avatars.githubusercontent.com/u/670758?v=4",
"created_at": "2011-03-15T10:49:23Z",
"is_verified": null,
"public_repos": 42,
"account_age_days": 5607
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.9.3",
"kind": "patch",
"published_at": "2026-07-17T08:48:29Z"
},
{
"tag": "v0.9.2",
"kind": "patch",
"published_at": "2026-07-10T13:46:32Z"
},
{
"tag": "v0.9.1",
"kind": "patch",
"published_at": "2026-07-10T13:27:35Z"
},
{
"tag": "v0.9.0",
"kind": "minor",
"published_at": "2026-07-08T21:02:34Z"
},
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2026-07-07T07:35:13Z"
},
{
"tag": "v0.7.0",
"kind": "minor",
"published_at": "2026-07-06T12:53:14Z"
},
{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2026-07-06T12:17:12Z"
},
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2026-06-24T18:33:15Z"
}
],
"recent_commits": [
{
"oid": "4b44b8da6ecddf01188565d727b9ad7dfae4e937",
"body": "Save .claude.json to the mounted volume on exit and restore it on\nstartup, so each profile's container state is fully self-contained\nwith no dependency on the host Claude Code installation.",
"is_bot": false,
"headline": "Persist .claude.json across container restarts",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-07-17T08:47:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "35bfff5037b4bf0f4802e446961ce2adc28a04ea",
"body": "Claude Code checks its credential store before honoring the env var\nin interactive mode. Write the token directly to .credentials.json\nin the format Claude Code expects (accessToken + empty refreshToken\nfor long-lived tokens). Also pass the token via explicit -e flag\nas a fallback for --env-file parsing edge cases.",
"is_bot": false,
"headline": "Write OAuth token to credential store on container start",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-07-10T13:44:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c0cd9548dd2048b4fa675f231b8c1903cdafb0c7",
"body": "Claude Code stores its config at ~/.claude.json (outside ~/.claude/)\nso it doesn't persist across container restarts. Without it, Claude\nenters the onboarding flow and ignores CLAUDE_CODE_OAUTH_TOKEN.\nThe backups directory inside ~/.claude/ is mounted, so we restore\nfrom the latest backup on each start.",
"is_bot": false,
"headline": "Restore .claude.json from backup on container start",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-07-10T13:26:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "33c8cd25ae7ed558ac489d0b484e2d3bb6917867",
"body": "Claude Code on Linux uses a plaintext credential store, not\ngnome-keyring/libsecret. Replace the gnome-keyring approach with\nthe official CLAUDE_CODE_OAUTH_TOKEN env var mechanism.\n\nAdd 'ccs login <profile>' command that runs claude setup-token\nin a container and saves the resulting OAuth token to the profile.\nRemove dbus, gnome-keyring, and libsecret from the container image.",
"is_bot": false,
"headline": "Fix OAuth persistence with CLAUDE_CODE_OAUTH_TOKEN support",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-07-08T21:00:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bca07ff9703b9fed2170b7b9c0d74c09d8a4da38",
"body": "Claude Code stores OAuth credentials via libsecret, which needs a\nkeyring backend. Install dbus + gnome-keyring + libsecret in the\ncontainer image and start them in the entrypoint. Mount a .keyring\ndirectory per profile so credentials survive container restarts.\n\nAlso fix profiles command to list claude-auth profiles (no .env file).",
"is_bot": false,
"headline": "Add gnome-keyring for OAuth credential persistence in containers",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-07-07T07:23:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eee83387cf6270904063b7f5303d6ac483c183ea",
"body": "Mount a .auth directory from the profile into /root/.claude/ so\nOAuth credentials survive container restarts. Also adds 'claude'\nas a third auth type in init for subscription-based auth.",
"is_bot": false,
"headline": "Persist Claude credentials between container runs",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-07-06T12:52:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6da9b0924e6c6b5531184e3ffc300ae7994186a5",
"body": null,
"is_bot": false,
"headline": "Fix --resume and other flags being treated as project path",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-07-06T12:03:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bc5ef189d786bb2850901540f74d5976b0dc7ca2",
"body": null,
"is_bot": false,
"headline": "Allow gcloud credentials to refresh inside container",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-06-24T18:29:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "46ce9bd6bc695ffd90a19882b65667f10320dbe0",
"body": null,
"is_bot": false,
"headline": "Fix archive layout for homebrew install",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-06-24T14:56:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3bcbc9daba58dff617290051ceb71b13d646d30d",
"body": "- Split monolithic main.go into main.go (entrypoint), commands.go\n (cobra commands), and podman.go (helpers and constants)\n- Move Containerfile and entrypoint.sh into container/ directory\n- Update goreleaser config for new paths",
"is_bot": false,
"headline": "Restructure: split main.go and move container files",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-06-24T14:41:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5e98aefb09157c0dcb8c2fa502ccc9cfe39c15ee",
"body": "Run as root in container instead of custom user — rootless Podman\nmaps container root to the host user, so bind mounts work without\nUID mapping.",
"is_bot": false,
"headline": "Remove --userns=keep-id to fix sysfs mount error on macOS",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-06-24T14:12:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e892641eac46e1cb5e8073ec4bcdb4950b7e5800",
"body": null,
"is_bot": false,
"headline": "Fix Containerfile lookup when installed via Homebrew",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-06-24T13:52:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4a50d20fed3946d130a9f9f1b56aa02a4654e3c8",
"body": null,
"is_bot": false,
"headline": "Fix GoReleaser homebrew tap token and deprecation warnings",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-06-22T09:24:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "55acb2b94d2454b2bc981082f6347b4dfe5bcf87",
"body": "- Add GoReleaser config for multi-platform builds and homebrew formula\n- Add GitHub Actions release workflow (triggered on v* tags)\n- Update README with full documentation\n- Add MIT license\n- Update .gitignore for dist/ and archives",
"is_bot": false,
"headline": "Prepare v0.2.0 release",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-06-19T16:04:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9543ed60cf4d60be253f12b775d4803e0e0a290a",
"body": "- `ccs init <name>` interactively creates a new profile (API or Vertex)\n- Container names now include a random suffix so multiple sessions\n can run on the same profile + directory simultaneously",
"is_bot": false,
"headline": "Add init command and allow multiple sessions per directory",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-06-19T14:03:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d5ba5d062dc2d10b4a83b5b6eed72205026f967",
"body": "Copy mcp.json into workdir via entrypoint instead of read-only mount\nso Claude Code can write approval state back. Add --userns=keep-id to\nfix file permissions on bind-mounted project directories.",
"is_bot": false,
"headline": "Fix MCP approval persistence",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-06-19T12:11:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0d64be82b885b5301dc872651b012a73f927005d",
"body": "- Mount profile mcp.json directly as .mcp.json in the workdir\n- Shadow any .mcp.json in parent directories with a valid empty\n config to prevent parse errors from stale/broken files\n- Simplify entrypoint to only copy settings (MCP handled by mounts)",
"is_bot": false,
"headline": "Fix MCP config: mount .mcp.json and shadow parent conflicts",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-06-19T11:50:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6c92e10f61a8bd1998530a42b8f6bfc54aa2497c",
"body": "Copy profile config into the container at startup instead of mounting\nread-only. This lets Claude Code write approval state to ~/.claude/\nso MCP servers stay active during the session.",
"is_bot": false,
"headline": "Fix MCP servers not persisting after approval",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-06-19T11:43:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "37f2c9b8321c0237e23d10abd7c92ecc4d8c3cbe",
"body": "`make build` injects version from `git describe --tags` via ldflags.\nTag releases with `git tag v0.1.0` to set the version.",
"is_bot": false,
"headline": "Add Makefile with version from git tags",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-06-19T11:38:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7a21891a4ce2d8cce7504f78fc45267769ad0abe",
"body": "Set at build time via -ldflags \"-X main.version=x.y.z\", defaults to \"dev\".",
"is_bot": false,
"headline": "Add --version flag",
"author_name": "Tony Davis",
"author_login": "virtuallytd",
"committed_at": "2026-06-19T11:37:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
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"code": "excluded_no_data",
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"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
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},
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"detail": "1 workflow(s)",
"points": 24,
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"details": [
{
"code": "ci_workflows",
"params": {
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}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
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"name": "Documentation",
"note": null,
"notes": [],
"value": 60,
"inputs": {
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"cli",
"developer-tools",
"mcp",
"podman"
],
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"homepage": null,
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"has_docs_dir": false,
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},
"components": [
{
"key": "readme",
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"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "repository_description",
"name": "Repository description",
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "topics",
"name": "Topics",
"detail": "5 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 5
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 32,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 32,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 3.2
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "ci_tests",
"name": "CI-Tests",
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"points": 0,
"status": "excluded",
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{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/22 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"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": "project was created within the last 90 days. Please review its contents carefully",
"points": 0,
"status": "missed",
"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 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"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": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"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": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"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": 2
},
"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": 50,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 39,
"inputs": {
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"legible_history_share": 0.727,
"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": "16 of 22 human commits state their intent (structured subject or explanatory body)",
"points": 38.8,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 16,
"sampled": 22
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 39,
"inputs": {
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"has_tests": false,
"lockfiles": [
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],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
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],
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"has_linter_config": false,
"typecheck_configs": [],
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"toolchain_manifests": [
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"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
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}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
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{
"code": "file_list",
"params": {
"files": "lockfile"
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}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
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"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 22
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
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"points": 0,
"status": "missed",
"details": [
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"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
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"name": "Code legibility for models",
"note": null,
"notes": [],
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"largest_source_bytes": 10383,
"source_files_sampled": 3,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
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"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
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},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/3 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
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"sampled": 3,
"oversized": 0
}
}
],
"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": [
"Could not fetch go package 'github.com/virtuallytd/ccs' from its registry",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-22T02:46:00.163880Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/v/virtuallytd/claude-code-switcher.svg",
"full_name": "virtuallytd/claude-code-switcher",
"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.