Public recordCritical
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-28 14:46 UTC
Infinidat / munch
A Munch is a Python dictionary that provides attribute-style access (a la JavaScript objects).
Infinidat/munch holds a health index of 26 out of 100, placing it in the Critical band. It scores highest on Sustainability & Governance (60/100) and lowest on Vitality (15/100). It was last updated 783 days ago. A single contributor accounts for most of its recent work.
26
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.
26
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.
Abandonment Policy applies a 60% multiplier to weighted overall health and gives it a ceiling of 49.
Ownership
Infinidat Ltd.Organization
15 followers174 public repossince Apr 2012
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 |
|---|---|---|---|---|---|---|
| PyPI | munch | 4.0.0 | - | 15 | 1123 days ago | munchdictmappingcontainercollection |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
15
Development activity
1Critical
Abandonment alert
Work has arrived and nobody has attended to it
no human commit in 1123 daysautomated commits excludedpull requests left unansweredissues left unansweredOpenSSF Scorecard reports it unmaintainedOverall rating: At risk ceiling
Silence alone is never the finding — a small, finished library may need no commits for years. This alert requires both: no human commit for a long time, and obligations the project is visibly not discharging. Automated commits do not count as maintenance.
How abandonment is assessedHow it's scored
| 0/36 | Push recency — last push 783 days ago |
| 0/36 | Commit cadence — 0/52 weeks with commits |
| 0/18 | Commit volume — 0 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
Inputs used
| commits_last_year | 0 |
| human_commit_share | 1 |
| days_since_last_push | 783 |
| active_weeks_last_year | 0 |
Release discipline
36At risk
How it's scored
| 27/27 | Ships releases — 3 releases published |
| 0/36 | Release recency — latest release 1,123 days ago |
| 5.4/27 | Release cadence — a release every ~1,082.5 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 3 |
| latest_release_tag | 4.0.0 |
| releases_from_tags | no |
| days_since_latest_release | 1,123 |
| mean_days_between_releases | 1,082.5 |
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?
49
Popularity & adoption
70Good
How it's scored
| 46.9/60 | Stars — 785 stars |
| 16/25 | Forks — 85 forks |
| 7.5/15 | Watchers — 23 watchers |
Inputs used
| forks | 85 |
| stars | 785 |
| watchers | 23 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
25Critical
How it's scored
| 0/22.5 | 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 | no |
| has_license | no |
| 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?
60
Maintainer resilience (bus factor)
43At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 10.6/22.5 | Commit distribution — top contributor authored 53% of commits |
| 13.5/13.5 | Contributor breadth — 18 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 18 |
| top_contributor_share | 0.527 |
Issue & PR responsiveness
68Moderate
How it's scored
| 36.7/46.8 | Issue resolution — 78% of issues closed |
| 26.5/38.3 | PR acceptance — 36/52 decided PRs merged |
| 4.5/15 | OpenSSF Scorecard: Code-Review — Found 9/26 approved changesets -- score normalized to 3 |
Inputs used
| merged_prs | 36 |
| open_issues | 11 |
| closed_issues | 40 |
| issue_closed_ratio | 0.784 |
| closed_unmerged_prs | 16 |
Ownership & stewardship
64Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 8.7/25 | Owner reach — 15 followers of Infinidat |
| 25/25 | Track record — 174 public repos, account ~14 yr old |
Inputs used
| followers | 15 |
| owner_type | Organization |
| is_verified | — |
| owner_login | Infinidat |
| public_repos | 174 |
| account_age_days | 5,210 |
Package maintenance
69Moderate
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 4/35 | Publish recency — latest publish 1,123 days ago |
| 20/20 | Version history — 15 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | munch |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 1,123 |
Engineering Quality
Are baseline engineering and documentation practices in place?
52
Engineering practices
70Good
How it's scored
| 24/24 | CI workflows — 2 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .pylintrc, tox.ini |
| 0/9.6 | Pre-commit hooks |
| 6.4/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 14 merged PRs checked by a CI test -- score normalized to 0 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | yes |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
25Critical
How it's scored
| 0/30 | README |
| 0/25 | Documentation directory |
| 15/15 | Documentation / homepage site — http://github.com/Infinidat/munch |
| 0/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | http://github.com/Infinidat/munch |
| has_readme | no |
| has_docs_dir | no |
| has_description | no |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
38
Security posture
38At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 0/2.5 | CI-Tests — 0 out of 14 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 2.2/7.5 | Code-Review — Found 9/26 approved changesets -- score normalized to 3 |
| 2.5/2.5 | Contributors — project has 5 contributing companies or organizations |
| 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 — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 3.8 |
Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
41
Agent context & guidance
20Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 20.3/40 | Legible commit history — 38 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.38 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
51Moderate
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .pylintrc, tox.ini |
| 0/11 | Static type checking |
| 0/10 | Reproducible environment |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
55Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 55/55 | Manageable file sizes — 0/7 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 22,499 |
| source_files_sampled | 7 |
| oversized_source_files | 0 |
Key facts
785GitHub stars
18contributors
0commits, last 12 months
783days since last push
3releases
1bus factor
11open issues
PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- Community profile unavailable
- No resolved dependencies carried a version and a supported ecosystem
More detail
Star and fork history 0 ★ / 85 ⇿
0Stars
85Forks
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 2Minor 1Patch 0
Each point covers 11 days.
OpenSSF Scorecard 3.8 / 10
3.8aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| n/a | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 0 | CI-Tests | 0 out of 14 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 3 | Code-Review | Found 9/26 approved changesets -- score normalized to 3 |
| 10 | Contributors | project has 5 contributing companies or organizations |
| 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 | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
All dependencies 1
Full resolved dependency set from the GitHub dependency graph: 0 direct and 1 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | importlib-metadata | — | indirect |
Dependency advisories not assessed
Advisory matching could not run for this report: No resolved dependencies carried a version and a supported ecosystem
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [],
"is_fork": true,
"size_kb": 164,
"has_wiki": true,
"homepage": "http://github.com/Infinidat/munch",
"languages": {
"Python": 42055,
"Makefile": 410
},
"pushed_at": "2024-06-05T07:50:35Z",
"created_at": "2012-03-08T21:20:50Z",
"owner_type": "Organization",
"updated_at": "2026-07-21T10:36:09Z",
"description": "A Munch is a Python dictionary that provides attribute-style access (a la JavaScript objects).",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "develop",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "http://www.infinidat.com",
"name": "Infinidat Ltd.",
"type": "Organization",
"login": "Infinidat",
"company": null,
"location": "Herzliya, Israel",
"followers": 15,
"avatar_url": "https://avatars.githubusercontent.com/u/1667528?v=4",
"created_at": "2012-04-22T08:59:56Z",
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"account_age_days": 5210
},
"license": {
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"file_present": true,
"scorecard_found": true,
"profile_has_license": false
},
"activity": {
"releases": [
{
"tag": "4.0.0",
"kind": "major",
"published_at": "2023-07-01T09:48:33Z"
},
{
"tag": "3.0.0",
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"headline": "remove dependabot",
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"headline": "Update changelog for 4.0.0",
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"headline": "remove six dependency (#97)",
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"body_truncated": false,
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},
{
"oid": "13c503d5619177ec22aca27937bd69fcfffb8a5e",
"body": "* issue-76: Update README with installation instructions\r\n\r\n* issue-76: remove travis",
"is_bot": false,
"headline": "issue-76: Update README with installation instructions (#95)",
"author_name": "David Sternlicht",
"author_login": "d1618033",
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"headline": "Update changelog for 3.0.0",
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},
{
"oid": "013ebcae8b232e8c4d1f316fb57077fb0e43eb29",
"body": null,
"is_bot": false,
"headline": "Create python-publish.yml",
"author_name": "David Sternlicht",
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"body_truncated": false,
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},
{
"oid": "ac45751320a5f5db17d5b3372b21b9e4c5dd6c60",
"body": null,
"is_bot": false,
"headline": "issue-91: Fix munchify for tuples of lists (#93)",
"author_name": "David Sternlicht",
"author_login": "d1618033",
"committed_at": "2023-02-05T09:21:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "28c1256e76c00f42aa9315015283f0bba8819c4c",
"body": "Add a Dependabot configuration that checks once a week if the GitHub Actions are still using the latest version. If not, it opens a PR to update them.\r\n\r\nIt will actually open very few PRs, since we only have major versions specified (like v3), so only on a major v4 release it will update and open a PR.\r\n\r\nSee https://docs.github.com/en/code-security/dependabot/working-with-dependabot/keeping-your-actions-up-to-date-with-dependabot",
"is_bot": false,
"headline": "Add Dependabot configuration for GitHub Actions updates (#90)",
"author_name": "Ewout ter Hoeven",
"author_login": "EwoutH",
"committed_at": "2022-11-08T15:43:58Z",
"body_truncated": false,
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},
{
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"body": "* add upgrade pip and build tools\r\n\r\n* fix test readme\r\n\r\n* Install yaml too, remove skip older python versions\r\n\r\n* fix req\r\n\r\n* Install yaml for tests\r\n\r\n* restrict branches\r\n\r\n* remove unused import",
"is_bot": false,
"headline": "Fix CI (#89)",
"author_name": "David Sternlicht",
"author_login": "d1618033",
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"body_truncated": false,
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},
{
"oid": "fd5a3db49cd3971a16fdfa86377ed14f5811163c",
"body": "* Require Python >=3.6\r\n\r\nDrop Python 2 and Python 3.5 and lower support, require at least Python 3.6.\r\n\r\nPython 3.6 is already end-of-life, but relatively easy to maintain. It allows for using f-strings and other modern functions. Python 3.7 is currently the oldest supported Python version.\r\n\r\n* Upgrade to Python 3\r\n\r\nUpgrade all code to Python 3 syntax with pyupgrade.\r\n\r\n* Upgrade to Python 3.6\r\n\r\nUpgrade all code to Python 3.6 syntax with pyupgrade --py36-plus.",
"is_bot": false,
"headline": "Require Python >=3.6 and upgrade syntax (#87)",
"author_name": "Ewout ter Hoeven",
"author_login": "EwoutH",
"committed_at": "2022-10-24T06:50:53Z",
"body_truncated": false,
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},
{
"oid": "098ca90ba8a6108a39f213d88825a53f4ef0836f",
"body": "* CI: Add pylint job\r\n\r\n* CI: Install testing optional dependencies from setup.cfg\r\n\r\nInstall the testing dependencies from setup.cfg, including pylint, which makes sure the right version of pylint is installed",
"is_bot": false,
"headline": "CI: Add pylint job (#88)",
"author_name": "Ewout ter Hoeven",
"author_login": "EwoutH",
"committed_at": "2022-10-19T05:00:59Z",
"body_truncated": false,
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},
{
"oid": "5d63a9ee4938160f5ce6a4c271da707b13ff9c6f",
"body": "Fix https://github.com/Infinidat/munch/issues/81\r\n\r\nCo-authored-by: David Sternlicht <d1618033@gmail.com>",
"is_bot": false,
"headline": "Update __init__.py (#82)",
"author_name": "Maxime Boissonneault",
"author_login": "mboisson",
"committed_at": "2022-10-18T16:23:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c72b51bb961b3e7c1f58776d0b68a88654b5f3fa",
"body": "* #75 Allow importing even when VERSION read fails\r\n\r\nSometimes the contents of `importlib_metadata.version(__name__)` do not only contain numbers. Sometimes `importlib_metadata.version(__name__)` fails completely.\r\n\r\nI observed that on pipenv/Google AppEngine Python 2.7.\r\n\r\nThis PR sets VERSION to \n[…]\ntlib_metadata.version fails\r\n\r\nCo-authored-by: Daniel Gillet <dan.gillet737@gmail.com>\r\n\r\nCo-authored-by: David Sternlicht <d1618033@gmail.com>\r\nCo-authored-by: Daniel Gillet <dan.gillet737@gmail.com>",
"is_bot": false,
"headline": "#75 Allow importing even when VERSION read fails (#77)",
"author_name": "Maximillian Dornseif",
"author_login": "mdornseif",
"committed_at": "2022-10-18T16:18:54Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "a4d74ed016ff961501e9d96e318d9476db740204",
"body": "Prevents a pip upgrade issue on Windows",
"is_bot": false,
"headline": "CI: Upgrade pip in a separate step (#85)",
"author_name": "Ewout ter Hoeven",
"author_login": "EwoutH",
"committed_at": "2022-10-18T16:11:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "723aa004c0a730bd1b4529a0a850109e1452fc8f",
"body": "* Create CI configurations with GitHub Actions\r\n\r\nCreates a CI configuration with GitHub Actions that builds and tests munch on Python 3.7 to 3.10 and Ubuntu, Windows and macOS.\r\n\r\n* CI: Fix build matrix variable name\r\n\r\nReplace py by python-version\r\n\r\n* CI: Also install pytest\r\n\r\n* CI: Install requirements\r\n\r\n* CI: Add Python 3.11 job",
"is_bot": false,
"headline": "Create CI configurations with GitHub Actions (#83)",
"author_name": "Ewout ter Hoeven",
"author_login": "EwoutH",
"committed_at": "2022-10-18T15:55:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "23f7aa3011039551588b4ef34761a9c85d907cfc",
"body": "* Add imports to README",
"is_bot": false,
"headline": "Add imports to README (#70)",
"author_name": "David Sternlicht",
"author_login": "d1618033",
"committed_at": "2021-01-22T10:01:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cd361d64b32117e87725197a9802148bb19f79be",
"body": "replace pkg_resources with importlib.metadata",
"is_bot": false,
"headline": "Merge pull request #64 from dhellmann/drop-pkg-resources",
"author_name": "Leonid Genkin",
"author_login": null,
"committed_at": "2020-07-22T10:55:30Z",
"body_truncated": false,
"is_coding_agent": false
},
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{
"name": "Branch-Protection",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
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{
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{
"name": "CII-Best-Practices",
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{
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{
"name": "Contributors",
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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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{
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}
],
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},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"Community profile unavailable",
"No resolved dependencies carried a version and a supported ecosystem"
],
"report_type": "repository",
"generated_at": "2026-07-28T14:46:39.521617Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/i/Infinidat/munch.svg",
"full_name": "Infinidat/munch",
"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 v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.