Public recordGood
Software health reportschema 0.27.0 · metrics 2.3.1 · 2026-08-02 10:59 UTC
marimo-team / codemirror-mcp
CodeMirror extension to hook up a Model Context Provider (MCP)
marimo-team/codemirror-mcp holds a health index of 75 out of 100, placing it in the Good band. It scores highest on AI Readiness (80/100) and lowest on Security (49/100). It was last updated 4 days ago. A single contributor accounts for most of its recent work.
75
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
75
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
The weighted overall 65 is calibrated to 75 on the published index scale (record calibration 2026-08-02).
Ownership
marimoOrganization
621 followers51 public repossince Jan 2022
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| npm | @marimo-team/codemirror-mcp | 0.1.7 | 6,955 | 5 | 31 days ago | codemirrorcodemirror-pluginmcp |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
74
Development activity
67Good
How it's scored
| 36/36 | Push recency — last push 4 days ago |
| 7.6/36 | Commit cadence — 11/52 weeks with commits |
| 13.5/18 | Commit volume — 31 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 31 |
| human_commit_share | 0.923 |
| days_since_last_push | 4 |
| active_weeks_last_year | 11 |
Release discipline
84Excellent
How it's scored
| 27/27 | Ships releases — 5 releases published |
| 36/36 | Release recency — latest release 31 days ago |
| 12.6/27 | Release cadence — a release every ~134.6 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 5 |
| latest_release_tag | v0.1.7 |
| releases_from_tags | no |
| days_since_latest_release | 31 |
| mean_days_between_releases | 134.6 |
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?
60
Popularity & adoption
35Weak
How it's scored
| 30.6/60 | Stars — 78 stars |
| 4/25 | Forks — 4 forks |
| 0/15 | Watchers — 2 watchers |
Inputs used
| forks | 4 |
| stars | 78 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
85Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| readme_badges | — |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| readme_badge_services | — |
| has_pull_request_template | no |
Ecosystem adoption (downloads)
64Moderate
How it's scored
| 51.2/80 | Monthly downloads — 6,955 downloads/month across npm |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | @marimo-team/codemirror-mcp |
| dependents | — |
| ecosystems | npm |
| total_downloads | — |
| monthly_downloads | 6,955 |
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
58
Maintainer resilience (bus factor)
16Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 1.3/22.5 | Commit distribution — top contributor authored 94% of commits |
| 2.7/13.5 | Contributor breadth — 2 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0.944 |
Issue & PR responsiveness
60Moderate
How it's scored
| 0/42 | Issue resolution — no issues or no data |
| 27.1/30 | PR acceptance — 19/21 decided PRs merged |
| 0/13 | Newcomer PR acceptance — no first-time contributor's PR decided in 30d |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 1/21 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 19 |
| open_issues | 0 |
| closed_issues | 0 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | — |
| closed_unmerged_prs | 2 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Excluded from scoring (no data or not applicable): Issue resolution, newcomer_pr_acceptance. Remaining weights renormalized.
Ownership & stewardship
72Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 20.1/25 | Owner reach — 621 followers of marimo-team |
| 21.5/25 | Track record — 51 public repos, account ~4 yr old |
Inputs used
| followers | 621 |
| owner_type | Organization |
| is_verified | — |
| owner_login | marimo-team |
| public_repos | 51 |
| account_age_days | 1,647 |
Package maintenance
100Exceptional
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on npm |
| 35/35 | Publish recency — latest publish 31 days ago |
| 20/20 | Version history — 5 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | @marimo-team/codemirror-mcp |
| ecosystems | npm |
| any_deprecated | no |
| min_days_since_publish | 31 |
Engineering Quality
Are baseline engineering and documentation practices in place?
76
Engineering practices
84Excellent
How it's scored
| 24/24 | CI workflows — 4 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — biome.json |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 19 out of 19 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
65Good
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://marimo-team.github.io/codemirror-mcp/ |
| 10/10 | Repository description |
| 10/10 | Topics — 3 topics |
| 0/10 | Wiki |
Inputs used
| topics | codemirror, codemirror-extension, mcp |
| has_wiki | no |
| homepage | https://marimo-team.github.io/codemirror-mcp/ |
| 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?
49
Security posture
49Weak
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 19 out of 19 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 1/21 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 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 — 15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 5/5 | SAST — SAST tool is run on all commits |
| 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 — 39 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.9 |
Excluded from scoring (no data or not applicable): signed_releases. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
80
Agent context & guidance
84Excellent
How it's scored
| 45/45 | Agent instructions — AGENTS.md, CLAUDE.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 38.5/40 | Legible commit history — 26 of 36 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.722 |
| agent_instruction_files | AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 808 |
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — biome.json |
| 11/11 | Static type checking — tsconfig.json |
| 10/10 | Reproducible environment — lockfile |
| 5.1/10 | Demonstrated agent practice — 1 of the last 39 commits agent-authored or agent-credited |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 10/10 | OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | pnpm-lock.yaml |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | tsconfig.json |
| agent_commit_share | 0.026 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
100Exceptional
How it's scored
| 45/45 | Type-checkable code — TypeScript (statically typed) |
| 55/55 | Manageable file sizes — 0/26 source files over 60KB |
Inputs used
| primary_language | TypeScript |
| largest_source_bytes | 14,754 |
| source_files_sampled | 26 |
| oversized_source_files | 0 |
Key facts
78GitHub stars
2contributors
31commits, last 12 months
4days since last push
5releases
1bus factor
0open issues
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 ★ / 4 ⇿
0Stars
4Forks
3Releases
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 3
OpenSSF Scorecard 4.9 / 10
4.9aggregate
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 |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 19 out of 19 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 1/21 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 10 | SAST | SAST tool is run on all commits |
| 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 | 39 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": [
"codemirror",
"codemirror-extension",
"mcp"
],
"is_fork": false,
"size_kb": 126,
"has_wiki": false,
"homepage": "https://marimo-team.github.io/codemirror-mcp/",
"languages": {
"TypeScript": 131211
},
"pushed_at": "2026-07-28T19:56:32Z",
"created_at": "2025-01-09T03:24:07Z",
"owner_type": "Organization",
"updated_at": "2026-07-28T19:57:10Z",
"description": "CodeMirror extension to hook up a Model Context Provider (MCP)",
"is_archived": false,
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"license_spdx": "Apache-2.0",
"default_branch": "main",
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"primary_language": "TypeScript",
"significant_languages": [
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]
},
"owner": {
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"company": null,
"location": null,
"followers": 621,
"avatar_url": "https://avatars.githubusercontent.com/u/98563464?v=4",
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"is_verified": null,
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"account_age_days": 1647
},
"license": {
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"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.1.7",
"kind": "patch",
"published_at": "2026-07-02T03:34:09Z"
},
{
"tag": "v0.1.5",
"kind": "patch",
"published_at": "2025-08-10T22:24:12Z"
},
{
"tag": "v0.1.4",
"kind": "patch",
"published_at": "2025-08-08T16:55:29Z"
},
{
"tag": "v0.1.3",
"kind": "patch",
"published_at": "2025-08-08T16:19:59Z"
},
{
"tag": "v0.1.2",
"kind": "patch",
"published_at": "2025-01-09T16:43:18Z"
}
],
"recent_commits": [
{
"oid": "8a410449939879b0d200f97c6826dfdad86482da",
"body": "This adds a minimal AGENTS.md as the canonical agent-context doc, with\nCLAUDE.md as a symlink to it so both the AGENTS.md and CLAUDE.md tool\necosystems resolve the same file. The content is deliberately minimal —\na one-line overview plus verified development commands — since these\nfiles load into every agent context, so every line is a recurring token\ncost. Part of the marimo-team engineering-excellence initiative to give\nagents accurate, low-overhead repo context.",
"is_bot": false,
"headline": "docs: add AGENTS.md with CLAUDE.md symlink (#21)",
"author_name": "Myles Scolnick",
"author_login": "mscolnick",
"committed_at": "2026-07-28T19:56:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d4272579fb7c2355273a54109120c7d8c5f1727f",
"body": "## What this does\n\nAdds an `autofix.ci` workflow that automatically **pushes** lint/format\nfixes onto pull requests. When a contributor opens or updates a PR, the\nworkflow runs the repo's mutating fixer (`pnpm run lint`, i.e. `biome\ncheck --write`) and, via the [autofix.ci](https://autofix.ci) GitHu\n[…]\ne` is exactly `autofix.ci` (required — the service\nidentifies the workflow by name for security) and the\n`autofix-ci/action` step runs last.\n\nPart of the marimo-team engineering-excellence initiative.",
"is_bot": false,
"headline": "ci: add autofix.ci (#20)",
"author_name": "Myles Scolnick",
"author_login": "mscolnick",
"committed_at": "2026-07-22T17:45:15Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "d8a5f394da71e7fb68e24856d297c5853bbaba21",
"body": "## What changed\n\nAdds a non-mutating lint step (`pnpm exec biome ci .`) to the `test` job\nin `.github/workflows/test.yml`, running after dependency install and\nbefore the type check.\n\n## Why\n\nThe repo already has a Biome lint config (`biome.json`) and a `lint`\nscript, but CI never ran lint. The `lin\n[…]\n test` — passes\n\nNo mechanical fixes were required (lint is already green).\n\nPart of the marimo-team engineering-excellence initiative to make\nexisting-but-unenforced quality gates actually run in CI.",
"is_bot": false,
"headline": "ci: enforce lint on PRs (#19)",
"author_name": "Myles Scolnick",
"author_login": "mscolnick",
"committed_at": "2026-07-22T14:37:00Z",
"body_truncated": true,
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},
{
"oid": "fd14ec3c9e676426791141322c9be37f719e7caa",
"body": null,
"is_bot": false,
"headline": "ci: adopt deny-all top-level workflow permissions (#18)",
"author_name": "Myles Scolnick",
"author_login": "mscolnick",
"committed_at": "2026-07-14T20:47:49Z",
"body_truncated": false,
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},
{
"oid": "996d4409f8e3d44917320a669e1bbfafcc198d44",
"body": null,
"is_bot": false,
"headline": "chore: release v0.1.7 (#17)",
"author_name": "Shahmir Varqha",
"author_login": "Light2Dark",
"committed_at": "2026-07-02T03:55:16Z",
"body_truncated": false,
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},
{
"oid": "aec2365e2518d3716d8c12b42596f447f6447cee",
"body": "## Summary\n- Added `resourceSync` to keep resource decorations fresh when documents\ncontain unresolved `@scheme://...` mentions.\n- Wired sync into `mcpExtension` so prefilled/restored docs resolve\nresources without requiring autocomplete first.\n- Debounce sync work, skip unchanged unresolved URI set\n[…]\nsources/sync.ts src/__tests__/sync.test.ts src/mcp.ts\nsrc/__tests__/mcp.test.ts`\n- `pnpm vitest run`\n\nMade with [Cursor](https://cursor.com)\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "Add resource sync for unresolved mentions (#16)",
"author_name": "Shahmir Varqha",
"author_login": "Light2Dark",
"committed_at": "2026-07-01T13:03:17Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "0ee7df1cf7edf209b71aa6648fe0ec5f20788969",
"body": "Fixes misconfigured fields in `pnpm-workspace.yaml`.\n\nSee the tracking issue in github-maintenance.\n\n<!-- github-maintenance:hash=b19e6bdf:script=pnpm-workspace-check -->\n\nCo-authored-by: marimo-github-maintenance-bot[bot] <267743655+marimo-github-maintenance-bot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "[github-maintenance] Fix pnpm-workspace.yaml configuration (#7)",
"author_name": "marimo-github-maintenance-bot[bot]",
"author_login": "marimo-github-maintenance-bot[bot]",
"committed_at": "2026-06-10T21:05:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "af8c9631cfa7cfa5e26b9610db0e17dfdf28e8da",
"body": "The `publish` job has no `checkout` step, so `package.json` (with\n`packageManager`) only exists after the artifact download. Running\n`pnpm/action-setup` first leaves it with no pnpm version to read — the\nsame failure mode that broke codemirror-sql's release once it moved to\naction-setup v6 (v4 still has a fallback, so this is latent here).\n\nFix: reorder so the artifact download runs before pnpm setup.\n\nAlso fixes a pre-existing mis-indented `Setup Node.js` step.",
"is_bot": false,
"headline": "fix(ci): download artifact before pnpm setup in publish job (#15)",
"author_name": "Myles Scolnick",
"author_login": "mscolnick",
"committed_at": "2026-06-08T16:04:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8500acf8e4d68fa1e83608905cb33a35104371d6",
"body": "Fixes pre-existing YAML indentation bug in the publish job that was\ncausing release.yml to fail at parse time (0s duration on every run).\nFlagged by Copilot review on #13.",
"is_bot": false,
"headline": "fix(ci): correct release.yml publish job indentation (#14)",
"author_name": "Myles Scolnick",
"author_login": "mscolnick",
"committed_at": "2026-05-12T18:34:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c5da8232525cd39c5718729f04ae5efbf3dbf915",
"body": "Aligns all workflows on Node 24.",
"is_bot": false,
"headline": "chore: bump node-version to 24 (#13)",
"author_name": "Myles Scolnick",
"author_login": "mscolnick",
"committed_at": "2026-05-12T18:29:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b82628ad6d7b1ab3b259907b656c9b4300a755e1",
"body": "…jobs (#11)\n\nSplits the single release job into 4 jobs so the `id-token: write` scope\nis held only by a publish job that runs `npm publish` exclusively (no\ninstall/test/build/exec).\n\n- **build** (no `id-token`): install, typecheck, test, build, validate,\nupload `dist/` + package metadata as artifact\n[…]\nfy** (`if: always()`): slack notification, aggregates\n`needs.*.result`.\n\nResolves the supply-chain audit `oidc-publish-fused` finding. Motivated\nby the TanStack npm supply-chain compromise (May 2026).",
"is_bot": false,
"headline": "chore(ci): split release.yml into build/publish/release-notes/notify …",
"author_name": "Myles Scolnick",
"author_login": "mscolnick",
"committed_at": "2026-05-12T17:59:51Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "62c2694d9ece0c71c7d2658019dfc6ecc7140b1e",
"body": "`npm install -g npm@latest` was recently removed, but the release.yml\n`publish` step still pins `node-version: 22` (or `20`), whose bundled\nnpm 10.x does not support npm trusted publishing (OIDC). This restores\nOIDC by bumping the publish step to node 24 (bundled npm 11+).\n\nOnce this lands, the next `v*` tag will publish successfully via OIDC.",
"is_bot": false,
"headline": "fix(ci): bump release publish-job node to 24 for npm OIDC (#12)",
"author_name": "Myles Scolnick",
"author_login": "mscolnick",
"committed_at": "2026-05-12T17:50:18Z",
"body_truncated": false,
"is_coding_agent": false
},
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"inputs": {
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"components": [
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}
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{
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"details": [
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"code": "forks",
"params": {
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}
],
"max_points": 25
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{
"key": "watchers",
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"points": 0,
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"code": "watchers",
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}
],
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]
},
{
"key": "community_health",
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"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": null,
"has_contributing": true,
"has_issue_template": false,
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"readme_badge_services": [],
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},
{
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"details": [
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"code": "license_standard",
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{
"code": "license_spdx",
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},
{
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"name": "Code of conduct",
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{
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"inputs": {
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}
],
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{
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"code": "bus_factor",
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"code": "top_contributor_share",
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}
],
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{
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"details": [
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"code": "contributors_sampled",
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}
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{
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"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
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},
{
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],
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"components": [
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{
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}
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{
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]
},
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"inputs": {
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"components": [
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{
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{
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{
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{
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}
],
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{
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{
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{
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},
{
"key": "pinned_dependencies",
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"details": [],
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{
"key": "sast",
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{
"key": "security_policy",
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"detail": "security policy file not detected",
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"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": "39 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"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"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"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": "excellent",
"name": "AI Readiness",
"value": 80,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 84,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.722,
"agent_instruction_files": [
"AGENTS.md",
"CLAUDE.md"
],
"agent_instruction_max_bytes": 808
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md, CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md, CLAUDE.md"
}
}
],
"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": "26 of 36 human commits state their intent (structured subject or explanatory body)",
"points": 38.5,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 26,
"sampled": 36
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 69,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"pnpm-lock.yaml"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"tsconfig.json"
],
"agent_commit_share": 0.026,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": "biome.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "biome.json"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "tsconfig.json"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "1 of the last 39 commits agent-authored or agent-credited",
"points": 5.1,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 1,
"sampled": 39
}
}
],
"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": "all dependencies are pinned",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "exceptional",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "TypeScript",
"largest_source_bytes": 14754,
"source_files_sampled": 26,
"oversized_source_files": 0
},
"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": "0/26 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 26,
"oversized": 0
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"labels": [
"library"
],
"scores": {
"library": 6
},
"primary": "library",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:npm",
"weight": 6
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": true
},
"metrics_version": "2.3.1"
},
"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": "2026-08-02T10:59:04.661277Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/marimo-team/codemirror-mcp.svg",
"full_name": "marimo-team/codemirror-mcp",
"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 v2.3.1, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — npm.