Public recordWeak
Software health reportschema 0.27.0 · metrics 2.3.1 · 2026-07-26 02:59 UTC
rhsev / grubber
Data retrieval for Markdown files. Think Dataview without Obsidian. Works on macOS and Linux.
rhsev/grubber holds a health index of 38 out of 100, placing it in the Weak band. It scores highest on Vitality (77/100) and lowest on Sustainability & Governance (16/100). It was last updated 7 days ago. A single contributor accounts for most of its recent work.
38
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.
38
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 42 is calibrated to 38 on the published index scale (record calibration 2026-08-02).
Ownership
Ralf HülsmannPersonal account
5 followers10 public repossince Aug 2022
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?
77
Development activity
68Good
How it's scored
| 36/36 | Push recency — last push 7 days ago |
| 7.6/36 | Commit cadence — 11/52 weeks with commits |
| 14.8/18 | Commit volume — 44 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 29 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 44 |
| human_commit_share | 1 |
| days_since_last_push | 7 |
| active_weeks_last_year | 11 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 17 releases published |
| 36/36 | Release recency — latest release 7 days ago |
| 27/27 | Release cadence — a release every ~8.5 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 17 |
| latest_release_tag | v0.15.0 |
| releases_from_tags | no |
| days_since_latest_release | 7 |
| mean_days_between_releases | 8.5 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
23
Popularity & adoption
21At Risk
How it's scored
| 21.4/60 | Stars — 22 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 0 |
| stars | 22 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
25At Risk
How it's scored
| 22.5/22.5 | README |
| 0/22.5 | License — no license file detected |
| 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 | no |
| readme_badges | — |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| readme_badge_services | — |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
16
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
| 0/42 | Issue resolution — no issues or no data |
| 0/30 | PR acceptance — no decided pull requests or no data |
| 0/13 | Newcomer PR acceptance — no first-time contributor's PR decided in 30d |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 0 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance, newcomer_pr_acceptance. Remaining weights renormalized.
Ownership & stewardship
39Weak
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 5.6/25 | Owner reach — 5 followers of rhsev |
| 15.5/25 | Track record — 10 public repos, account ~3 yr old |
Inputs used
| followers | 5 |
| owner_type | User |
| is_verified | — |
| owner_login | rhsev |
| public_repos | 10 |
| account_age_days | 1,437 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Engineering Quality
Are baseline engineering and documentation practices in place?
56
Engineering practices
60Moderate
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 24/24 | 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 | yes |
| 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
50Moderate
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| 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?
33
Security posture
33At Risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — no data |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 0/2.5 | License — license file not detected |
| 7.5/7.5 | Maintained — 29 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 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 | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3.3 |
Excluded from scoring (no data or not applicable): ci_tests, packaging. 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.
54
Agent context & guidance
28At Risk
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 27.9/40 | Legible commit history — 23 of 44 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.523 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
61Moderate
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | 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 44 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum |
| 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
100Exceptional
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 55/55 | Manageable file sizes — 0/20 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 15,927 |
| source_files_sampled | 20 |
| oversized_source_files | 0 |
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
22GitHub stars
1contributors
44commits, last 12 months
7days since last push
17releases
1bus factor
0open issues
Gopackage 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
OpenSSF Scorecard 3.3 / 10
3.3aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| n/a | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 0 | License | license file not detected |
| 10 | Maintained | 29 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not 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 |
Direct dependencies 1
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | gopkg.in/yaml.v3 | v3.0.1 | go.mod |
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": [],
"is_fork": false,
"size_kb": 654,
"has_wiki": true,
"homepage": null,
"languages": {
"Go": 110822,
"Makefile": 597
},
"pushed_at": "2026-07-18T18:10:23Z",
"created_at": "2026-02-19T23:12:00Z",
"owner_type": "User",
"updated_at": "2026-07-18T18:10:28Z",
"description": "Data retrieval for Markdown files. Think Dataview without Obsidian. Works on macOS and Linux.",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "main",
"license_spdx_raw": null,
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": null,
"name": "Ralf Hülsmann",
"type": "User",
"login": "rhsev",
"company": null,
"location": "Sevelen, Germany",
"followers": 5,
"avatar_url": "https://avatars.githubusercontent.com/u/111519454?v=4",
"created_at": "2022-08-18T14:48:15Z",
"is_verified": null,
"public_repos": 10,
"account_age_days": 1437
},
"license": {
"state": "absent",
"spdx_id": null,
"raw_spdx": null,
"file_present": false,
"scorecard_found": false,
"profile_has_license": false
},
"activity": {
"releases": [
{
"tag": "v0.15.0",
"kind": "minor",
"published_at": "2026-07-18T18:07:19Z"
},
{
"tag": "v0.14.1",
"kind": "patch",
"published_at": "2026-07-13T16:14:36Z"
},
{
"tag": "v0.14.0",
"kind": "minor",
"published_at": "2026-06-21T09:08:50Z"
},
{
"tag": "v0.13.0",
"kind": "minor",
"published_at": "2026-06-12T22:18:10Z"
},
{
"tag": "v0.11.0",
"kind": "minor",
"published_at": "2026-05-30T09:15:48Z"
},
{
"tag": "v0.10.1",
"kind": "patch",
"published_at": "2026-05-30T08:57:32Z"
},
{
"tag": "v0.10.0",
"kind": "minor",
"published_at": "2026-05-30T07:02:42Z"
},
{
"tag": "v0.9.0",
"kind": "minor",
"published_at": "2026-05-14T23:38:45Z"
},
{
"tag": "v0.8.2",
"kind": "patch",
"published_at": "2026-05-03T21:12:41Z"
},
{
"tag": "v0.8.1",
"kind": "patch",
"published_at": "2026-05-02T21:51:25Z"
},
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2026-05-02T11:12:55Z"
},
{
"tag": "v0.7.2",
"kind": "patch",
"published_at": "2026-03-12T08:22:25Z"
},
{
"tag": "v0.7.1",
"kind": "patch",
"published_at": "2026-03-10T16:53:24Z"
},
{
"tag": "v0.7",
"kind": "other",
"published_at": "2026-03-08T14:54:45Z"
},
{
"tag": "v0.6",
"kind": "other",
"published_at": "2026-03-03T20:24:31Z"
},
{
"tag": "v0.5",
"kind": "other",
"published_at": "2026-03-01T12:33:54Z"
},
{
"tag": "v0.4.1",
"kind": "patch",
"published_at": "2026-02-21T08:04:57Z"
}
],
"recent_commits": [
{
"oid": "fbff27faa1bc43595f9841e109556c69c49b9635",
"body": null,
"is_bot": false,
"headline": "release: build macOS amd64 and Linux amd64/arm64 alongside macOS arm64",
"author_name": "rhsev",
"author_login": "rhsev",
"committed_at": "2026-07-18T18:10:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a289e455af6b769d81bad4ec07788e33340502be",
"body": "grubber doctor <dir> reports where extract's tolerance silently kicked\nin — lenient YAML fallback, normalized values (non-string map keys,\nNaN/Inf), duplicate keys, nested mappings, unclosed yaml fences — and,\non the raw bytes, invisible characters that break search and pipelines\n(soft hyphen, zero-\n[…]\nnl; tabs and NBSP always survive\n- --set resolves path/extensions like extract; a set's from_jsonl\n sources are scanned report-only\n- Exit 0 clean, 1 findings; one line per finding for scripts and CI",
"is_bot": false,
"headline": "Add doctor: report what extract degrades, plus corpus hygiene",
"author_name": "rhsev",
"author_login": "rhsev",
"committed_at": "2026-07-18T18:06:59Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "7485b75fb78b6466e3f9815d5099114529f13106",
"body": "- Anchor yaml fences to line starts: an indented closing fence now\n terminates its block instead of sweeping following prose into the\n record via the lenient fallback\n- Normalize decoded values for JSON output: non-string map keys and\n NaN/Inf degrade gracefully instead of aborting the whole scan\n- Bump version constant (was stale at 0.13.0)\n- README: --from-jsonl contract link, family footer",
"is_bot": false,
"headline": "Harden YAML extraction against prose edge cases",
"author_name": "rhsev",
"author_login": "rhsev",
"committed_at": "2026-07-13T16:14:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "902bd1e619564a23771f7f9f46f10c8082962616",
"body": "Projects a one-record-per-file index (binder as array) into per-membership\nrows before --merge-on, so per-binder Markdown context blocks collapse on\n(id, binder). Additive and opt-in; without the flag grubber is unchanged.\nIncludes unit + integration tests.",
"is_bot": false,
"headline": "Add --explode: expand an array field into one row per element",
"author_name": "rhsev",
"author_login": "rhsev",
"committed_at": "2026-06-21T10:00:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "769e7c373593402187feb75c78d4c814faa17fc8",
"body": "…13.0\n\n- --merge-on KEYS: merge --from-jsonl records into scanned records by\n shared key fields (scanned record wins, sources back-fill); from_jsonl\n allowed in sets, merge_on in defaults\n- register --all; derive value flags from the FlagSet so mistyped flags\n no longer swallow positional args\n- \n[…]\nJSONL source lines no longer capped at 64KB\n- filters accept != as alias for !\n- BOM/CRLF tolerance, TSV array sanitizing, --format validation,\n bare ~ expansion, drain workers on stream encode error",
"is_bot": false,
"headline": "Add --merge-on for JSONL sources; fix CLI and parser bugs; bump to 0.…",
"author_name": "rhsev",
"author_login": "rhsev",
"committed_at": "2026-06-12T22:17:53Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "e8a4ce3c08724de6baa642432e2dd9c81df47d5a",
"body": "Standardize on the JSON Lines name. The format and file extension are\nbyte-identical; only the names change:\n --from-ndjson -> --from-jsonl\n --format=ndjson -> --format=jsonl\n *.ndjson source globs -> *.jsonl\n source_ndjson.go / EXTENSION-ndjson-source.md renamed accordingly\n\nBreaking flag/format rename (permitted pre-1.0); no behavior change. No\naliases kept, to avoid carrying permanent surface for a cosmetic synonym.",
"is_bot": false,
"headline": "Rename ndjson -> jsonl across the CLI; bump to 0.11.0 (breaking)",
"author_name": "rhsev",
"author_login": "rhsev",
"committed_at": "2026-05-30T09:09:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "989a4c3846bc4613288ea896db8ec658fe46ccc2",
"body": "When no notes dir, set path, or GRUBBER_NOTES was given, the resolution\npassed an empty set path to expandPath, and expandPath(\"\") resolves to\nthe cwd (filepath.Abs(\"\")). A pure 'grubber extract --from-ndjson <file>'\ntherefore scanned the current directory in addition to the NDJSON source\n— source-o\n[…]\nExtract the precedence logic into a testable resolveNotesDir() that\nignores an empty set path and only falls back to cwd when there are no\n--from-ndjson sources. Adds main_test.go with the regression.",
"is_bot": false,
"headline": "Fix --from-ndjson source-only run scanning the cwd; bump to 0.10.1",
"author_name": "rhsev",
"author_login": "rhsev",
"committed_at": "2026-05-30T08:53:29Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "b86c0361fe8375a661865091f69131451b34e640",
"body": "Add a CLI-only --from-ndjson flag (repeatable, file-or-directory) that\nmerges external NDJSON record sources into the extract/stream output.\n\n- Pure union of the directory scan and the NDJSON sources; in source-only\n replay mode the notes dir becomes optional.\n- Preserve-else-inject provenance: exi\n[…]\ntwo stale .gitignore entries left over from\nthe grubber-write -> filecollector rename.\n\nNew: source_ndjson.go + source_ndjson_test.go (9 cases). Docs: README,\nARCHITECTURE, EXTENSION-ndjson-source.md.",
"is_bot": false,
"headline": "Add --from-ndjson merge sources; bump to 0.10.0",
"author_name": "rhsev",
"author_login": "rhsev",
"committed_at": "2026-05-30T06:57:58Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "f80756c6c8be319d77added05fcde74803917db2",
"body": "collection-add was previously kept locally in this working copy\nbut never committed. It has moved to the filecollector repository\n(rhsev/filecollector) where the rest of the collection-* family\nlives. The .gitignore entry is no longer needed.",
"is_bot": false,
"headline": "Remove collection-add from .gitignore (moved to filecollector repo)",
"author_name": "rhsev",
"author_login": "rhsev",
"committed_at": "2026-05-25T17:59:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "39a0a663a54554c743e4e7f881a7fc2cfe732f3d",
"body": null,
"is_bot": false,
"headline": "readme: tighten intro paragraph",
"author_name": "rhsev",
"author_login": "rhsev",
"committed_at": "2026-05-24T18:00:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9f4332f68bbcb42b1d8124f95674a65bfbb144d8",
"body": null,
"is_bot": false,
"headline": "Update README.md",
"author_name": "Ralf Hülsmann",
"author_login": "rhsev",
"committed_at": "2026-05-19T11:32:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9531edbb1a3f62b91b829c692313a1267f248e83",
"body": null,
"is_bot": false,
"headline": "readme: add CI badge",
"author_name": "rhsev",
"author_login": "rhsev",
"committed_at": "2026-05-19T11:31:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8c60e8199642889050bdbfacc1210ab88a609e8d",
"body": null,
"is_bot": false,
"headline": "ci: bump actions to Node 24-compatible versions",
"author_name": "rhsev",
"author_login": "rhsev",
"committed_at": "2026-05-19T11:29:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d394cf3b9aac77da99235409d168a63b5e7be117",
"body": "46 tests covering filter conditions, markdown/typst parsers, array\nnormalisation, buildResult logic, and TSV output. CI runs go test on\nGo 1.22 and 1.23 on push and pull_request.",
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"components": []
},
"categories": [
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{
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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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"note": null,
"notes": [],
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"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
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"points": 100,
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{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
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},
{
"key": "community",
"band": "at_risk",
"name": "Community & Adoption",
"value": 23,
"weight": 0.17,
"metrics": [
{
"key": "popularity",
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"note": null,
"notes": [],
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"components": [
{
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"status": "partial",
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{
"code": "stars",
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"count": 22
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}
],
"max_points": 60
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{
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"name": "Forks",
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"points": 0,
"status": "missed",
"details": [
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"code": "forks",
"params": {
"count": 0
}
}
],
"max_points": 25
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{
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"points": 0,
"status": "missed",
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"code": "watchers",
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"count": 0
}
}
],
"max_points": 15
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]
},
{
"key": "community_health",
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"note": null,
"notes": [],
"value": 25,
"inputs": {
"has_readme": true,
"has_license": false,
"readme_badges": null,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"readme_badge_services": [],
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"components": [
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"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "no license file detected",
"points": 0,
"status": "missed",
"details": [
{
"code": "license_absent",
"params": {}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "critical",
"name": "Sustainability & Governance",
"value": 16,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
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"note": null,
"notes": [],
"value": 10,
"inputs": {
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"components": [
{
"key": "bus_factor",
"name": "Bus factor",
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"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
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}
],
"max_points": 54
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{
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"points": 0,
"status": "missed",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"max_points": 22.5
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{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "1 contributors",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 1
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "critical",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance, Newcomer PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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"newcomer_pr_acceptance"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"merged_prs": 0,
"open_issues": 0,
"closed_issues": 0,
"prs_merged_7d": null,
"prs_decided_7d": null,
"prs_merged_30d": null,
"prs_decided_30d": null,
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},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "no issues or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_issues_or_data",
"params": {}
}
],
"max_points": 42
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "no decided pull requests or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_decided_prs_or_data",
"params": {}
}
],
"max_points": 30
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{
"key": "newcomer_pr_acceptance",
"name": "Newcomer PR acceptance",
"detail": "no first-time contributor's PR decided in 30d",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_newcomer_prs",
"params": {
"days": 30
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}
],
"max_points": 13
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "weak",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 39,
"inputs": {
"followers": 5,
"owner_type": "User",
"is_verified": null,
"owner_login": "rhsev",
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"account_age_days": 1437
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"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "5 followers of rhsev",
"points": 5.6,
"status": "partial",
"details": [
{
"code": "owner_followers",
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"count": 5,
"login": "rhsev"
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}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "10 public repos, account ~3 yr old",
"points": 15.5,
"status": "partial",
"details": [
{
"code": "public_repos",
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"count": 10
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},
{
"code": "account_age_years",
"params": {
"years": 3
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}
],
"max_points": 25
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]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 56,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
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}
},
{
"code": "weights_renormalized",
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],
"value": 60,
"inputs": {
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"has_tests": true,
"has_editorconfig": false,
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"components": [
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"name": "CI workflows",
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"details": [
{
"code": "ci_workflows",
"params": {
"count": 1
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}
],
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{
"key": "tests_present",
"name": "Tests present",
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"points": 24,
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{
"key": "linter_config",
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},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
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"points": 0,
"status": "missed",
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},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
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{
"key": "openssf_scorecard_ci_tests",
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"status": "excluded",
"details": [
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"code": "no_data",
"params": {}
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],
"max_points": 20
}
]
},
{
"key": "documentation",
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"name": "Documentation",
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"notes": [],
"value": 50,
"inputs": {
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"homepage": null,
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"components": [
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"name": "README",
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{
"key": "documentation_directory",
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"details": [],
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{
"key": "documentation_homepage_site",
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{
"key": "repository_description",
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{
"key": "topics",
"name": "Topics",
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"points": 0,
"status": "missed",
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{
"key": "wiki",
"name": "Wiki",
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"points": 10,
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"details": [],
"max_points": 10
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]
}
],
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{
"key": "security",
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"name": "Security",
"value": 33,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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},
{
"code": "weights_renormalized",
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],
"value": 33,
"inputs": {
"source": "openssf_scorecard",
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"components": [
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{
"key": "branch_protection",
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{
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"code": "no_data",
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],
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{
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"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
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"status": "missed",
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{
"key": "code_review",
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"details": [],
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},
{
"key": "contributors",
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"points": 0,
"status": "missed",
"details": [],
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},
{
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "29 commit(s) and 0 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 not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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",
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"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",
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"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",
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"status": "met",
"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",
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}
],
"value": 100,
"inputs": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
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"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": "moderate",
"name": "AI Readiness",
"value": 54,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 28,
"inputs": {
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"legible_history_share": 0.523,
"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,
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},
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}
],
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},
{
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}
]
},
{
"key": "ai_interfaces",
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"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"api_schema_files": []
},
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{
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},
{
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},
{
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"points": 40,
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],
"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": [],
"scores": {},
"primary": null,
"evidence": [],
"artifacts": [],
"confidence": "none",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": false
},
"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": "2026-07-26T02:59:59.979649Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/rhsev/grubber.svg",
"full_name": "rhsev/grubber",
"license_state": "absent",
"license_spdx": null
}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.