Public recordCritical
Software health reportschema 0.27.0 · metrics 2.5.0 · 2026-07-28 14:49 UTC
mk-fg / pretty-yaml
PyYAML-based module to produce a bit more pretty and readable YAML-serialized data
mk-fg/pretty-yaml holds a health index of 10 out of 100, placing it in the Critical band. It scores highest on Sustainability & Governance (67/100) and lowest on Security (25/100). It was last updated 24 days ago. A single contributor accounts for most of its recent work.
10
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.
10
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 50 is calibrated to 50 on the published index scale (record calibration 2026-08-02). High-Risk Jurisdiction Policy applies a 20% multiplier to weighted overall health and gives it an At Risk ceiling of 34.
Ownership
Mike KazantsevPersonal account
132 followers92 public repossince Mar 2010
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | pyaml | 26.7.0 | 7,241,902 | 83 | 24 days ago | yamlserializationpretty-printformatterhumanreadability |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
57
Development activity
42Weak
How it's scored
| 28.8/36 | Push recency — last push 24 days ago |
| 2.8/36 | Commit cadence — 4/52 weeks with commits |
| 8.1/18 | Commit volume — 7 commits in the last year |
| 2/10 | OpenSSF Scorecard: Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2 |
Inputs used
| commits_last_year | 7 |
| human_commit_share | 1 |
| days_since_last_push | 24 |
| active_weeks_last_year | 4 |
Release discipline
80Excellent
How it's scored
| 16.2/27 | Ships releases — 10 version tags (no GitHub releases) |
| 36/36 | Release recency — latest release 24 days ago |
| 19.8/27 | Release cadence — a release every ~79.5 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 10 |
| latest_release_tag | 26.7.0 |
| releases_from_tags | yes |
| days_since_latest_release | 24 |
| mean_days_between_releases | 79.5 |
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?
63
Popularity & adoption
52Moderate
How it's scored
| 34.7/60 | Stars — 138 stars |
| 12.4/25 | Forks — 32 forks |
| 4.7/15 | Watchers — 8 watchers |
Inputs used
| forks | 32 |
| stars | 138 |
| watchers | 8 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (WTFPL) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| readme_badges | — |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| readme_badge_services | — |
| has_pull_request_template | no |
Ecosystem adoption (downloads)
100Exceptional
How it's scored
| 80/80 | Monthly downloads — 7,241,902 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | pyaml |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 7,241,902 |
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?
67
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 2.2/22.5 | Commit distribution — top contributor authored 90% of commits |
| 13.5/13.5 | Contributor breadth — 12 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 12 |
| top_contributor_share | 0.9 |
Issue & PR responsiveness
82Excellent
How it's scored
| 42/42 | Issue resolution — 100% of issues closed |
| 27.9/30 | PR acceptance — 13/14 decided PRs merged |
| 0/13 | Newcomer PR acceptance — no first-time contributor's PR decided in 30d |
| 1.5/15 | OpenSSF Scorecard: Code-Review — Found 3/27 approved changesets -- score normalized to 1 |
Inputs used
| merged_prs | 13 |
| open_issues | 0 |
| closed_issues | 35 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 1 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
Ownership & stewardship
63Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 15.3/25 | Owner reach — 132 followers of mk-fg |
| 25/25 | Track record — 92 public repos, account ~16 yr old |
Inputs used
| followers | 132 |
| owner_type | User |
| is_verified | — |
| owner_login | mk-fg |
| public_repos | 92 |
| account_age_days | 5,973 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Exceptional
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 24 days ago |
| 20/20 | Version history — 83 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | pyaml |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 24 |
Engineering Quality
Are baseline engineering and documentation practices in place?
34
Engineering practices
24At Risk
How it's scored
| 0/24 | CI workflows |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 3 merged PRs checked by a CI test -- score normalized to 0 |
Inputs used
| has_ci | no |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
50Moderate
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics — 7 topics |
| 0/10 | Wiki |
Inputs used
| topics | python, yaml, serialization, pretty-print, formatter, human, readability |
| has_wiki | no |
| 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?
25
Security posture
6Critical
Jurisdiction risk alert
High-risk jurisdiction exposure detected
1 software.redFlag.role.ownerRussia1 top contributor profilesRussia
Based on self-published public profile locations. This governance signal does not determine nationality, citizenship, intent, sanctions status, or individual trustworthiness.
How jurisdiction exposure is assessedHow 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 — 0 out of 3 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 |
| 0.8/7.5 | Code-Review — Found 3/27 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| 0/10 | Dangerous-Workflow — no data |
| 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 |
| 1.5/7.5 | Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — no data |
| 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 — no data |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 13 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 5 |
| scorecard_aggregate | 3.2 |
| high_risk_jurisdiction_cap | 34 |
| high_risk_jurisdiction_multiplier | 20 |
| security_posture_after_multiplier | 6 |
| security_posture_before_jurisdiction | 32 |
Excluded from scoring (no data or not applicable): dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 20% multiplier and gives Security posture an At risk ceiling of 34.
Dependency advisories
100Exceptional
How it's scored
| 35/35 | Direct dependencies free of known advisories — no direct dependency carries a known advisory |
| 25/25 | Indirect dependencies free of known advisories — no indirect dependency carries a known advisory |
| 0/40 | No advisories left outstanding — no advisory carries a publication date |
Inputs used
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 1 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:pyaml@26.7.0 runtime dependency closure — what installing the published package pulls in — 1 packages. Reachability is not analyzed.
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.
29
Agent context & guidance
22At Risk
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 21.9/40 | Legible commit history — 41 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.41 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 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 — no data |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.
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 | 24,460 |
| source_files_sampled | 7 |
| oversized_source_files | 0 |
Key facts
138GitHub stars
12contributors
7commits, last 12 months
24days since last push
10releases
1bus factor
0open issues
PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
Star and fork history 0 ★ / 32 ⇿
0Stars
32Forks
9Releases
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 7Patch 2
Each point covers 12 days.
OpenSSF Scorecard 3.2 / 10
3.2aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 3 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 |
| 1 | Code-Review | Found 3/27 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 3 contributing companies or organizations -- score normalized to 10 |
| n/a | Dangerous-Workflow | no workflows found |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 2 | Maintained | 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2 |
| n/a | Packaging | packaging workflow not detected |
| n/a | Pinned-Dependencies | no dependencies found |
| 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 |
| n/a | Token-Permissions | No tokens found |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 1
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | PyYAML | — | pyproject.toml |
All dependencies 2
Full resolved dependency set from the GitHub dependency graph: 1 direct and 1 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | pyyaml | — | direct |
| PyPI | dependencies | — | indirect |
Dependency advisories 0
Installing pypi:pyaml@26.7.0 pulls in 1 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.
No known advisories affect the assessed dependencies.
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"python",
"yaml",
"serialization",
"pretty-print",
"formatter",
"human",
"readability"
],
"is_fork": false,
"size_kb": 184,
"has_wiki": false,
"homepage": null,
"languages": {
"Shell": 2187,
"Python": 56366
},
"pushed_at": "2026-07-04T00:34:12Z",
"created_at": "2012-12-14T10:32:49Z",
"owner_type": "User",
"updated_at": "2026-07-22T17:44:22Z",
"description": "PyYAML-based module to produce a bit more pretty and readable YAML-serialized data",
"is_archived": false,
"is_disabled": false,
"license_spdx": "WTFPL",
"default_branch": "master",
"license_spdx_raw": "WTFPL",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://fraggod.net",
"name": "Mike Kazantsev",
"type": "User",
"login": "mk-fg",
"company": null,
"location": "Yekaterinburg, RU",
"followers": 132,
"avatar_url": "https://avatars.githubusercontent.com/u/227121?v=4",
"created_at": "2010-03-21T03:27:08Z",
"is_verified": null,
"public_repos": 92,
"account_age_days": 5973
},
"license": {
"state": "standard",
"spdx_id": "WTFPL",
"raw_spdx": "WTFPL",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "26.7.0",
"kind": "minor",
"published_at": "2026-07-04T00:32:09Z"
},
{
"tag": "26.2.1",
"kind": "patch",
"published_at": "2026-02-06T13:48:25Z"
},
{
"tag": "26.2.0",
"kind": "minor",
"published_at": "2026-02-06T13:02:23Z"
},
{
"tag": "25.7.0",
"kind": "minor",
"published_at": "2025-07-10T18:44:02Z"
},
{
"tag": "25.5.0",
"kind": "minor",
"published_at": "2025-05-29T05:31:44Z"
},
{
"tag": "25.1.0",
"kind": "minor",
"published_at": "2025-01-01T14:52:21Z"
},
{
"tag": "24.12.1",
"kind": "patch",
"published_at": "2024-12-11T20:36:57Z"
},
{
"tag": "24.12.0",
"kind": "minor",
"published_at": "2024-12-11T15:46:52Z"
},
{
"tag": "24.9.0",
"kind": "minor",
"published_at": "2024-09-27T03:31:13Z"
},
{
"tag": "24.7.0",
"kind": "minor",
"published_at": "2024-07-18T13:00:40Z"
}
],
"recent_commits": [
{
"oid": "11b602208b4f83f507fcd2979d76d25f4db4ef16",
"body": "…check, should be TypeError on mismatch",
"is_bot": false,
"headline": "dump.write: don't trap AttributeError in dst.write(b'') str-or-bytes …",
"author_name": "Mike Kazantsev",
"author_login": "mk-fg",
"committed_at": "2026-07-04T00:32:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "071ed00f2409f00b7e8d1ed8d6d2f8beb0c651b0",
"body": "fix: replace bare except clauses with except Exception",
"is_bot": false,
"headline": "Merge pull request #49 from koteshyelamati/patch-1",
"author_name": "Mike Kazantsev",
"author_login": "mk-fg",
"committed_at": "2026-07-04T00:29:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c232775c1b04667a913e07032aea92d9e1728c6a",
"body": "Two bare `except:` clauses silently catch `BaseException`, including\r\n`KeyboardInterrupt` and `SystemExit`, which can prevent the program\r\nfrom responding to Ctrl-C or clean shutdown signals.\r\n\r\n- Line 138: changed to `except Exception:` to only catch non-fatal errors\r\n while still allowing `Keyboa\n[…]\ngate.\r\n- Line 270: changed to `except (TypeError, AttributeError):` because the\r\n `dst.write(b'')` probe can only raise those specific errors when `dst`\r\n is a text stream rather than a byte stream.",
"is_bot": false,
"headline": "fix: replace bare except clauses with except Exception",
"author_name": "Kotesh Kumar Yelamati",
"author_login": "koteshyelamati",
"committed_at": "2026-07-03T21:39:01Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "6f039db7dd33d953d6575b7a3b016d23d7295046",
"body": null,
"is_bot": false,
"headline": "cli: add -o/--out-file option",
"author_name": "Mike Kazantsev",
"author_login": "mk-fg",
"committed_at": "2026-02-06T13:48:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e70be4ff1fe9ecdbcec525b91a39dc91b920cfb1",
"body": null,
"is_bot": false,
"headline": "cli: allow reading/replacing multiple input files",
"author_name": "Mike Kazantsev",
"author_login": "mk-fg",
"committed_at": "2026-02-06T13:02:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "190d8e03c3a8ab8f57eb4d14fe8185d1ee207886",
"body": null,
"is_bot": false,
"headline": "Fix using \\Z instead of $ in regexps to avoid matching trailing newlines",
"author_name": "Mike Kazantsev",
"author_login": "mk-fg",
"committed_at": "2026-01-28T07:29:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c50fa92881b56b51ce7e41ed36f64141b29b08ca",
"body": null,
"is_bot": false,
"headline": "Simpler force_embed flag implementation using Representer.ignore_aliases",
"author_name": "Mike Kazantsev",
"author_login": "mk-fg",
"committed_at": "2025-10-14T16:15:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5962e8363d0e1589ba4dbb72bf307057e7f37079",
"body": null,
"is_bot": false,
"headline": "tests: still match module in addition to class name",
"author_name": "Mike Kazantsev",
"author_login": "mk-fg",
"committed_at": "2025-07-10T18:44:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f7835925f07e283e1b8936d34276a5f3a1d6351c",
"body": "Allowing the test suite to run independent from the source code",
"is_bot": false,
"headline": "Merge pull request #48 from andre-motta/test_case",
"author_name": "Mike Kazantsev",
"author_login": "mk-fg",
"committed_at": "2025-07-10T18:42:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c039abf4fe451d9c526a2df0525aa3c1bcda9c10",
"body": "…t errors on the built .whl and not only from the source code",
"is_bot": false,
"headline": "editing test_repr_undefined to allow for the test suite to run withou…",
"author_name": "alustosa",
"author_login": "andre-motta",
"committed_at": "2025-07-10T18:06:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0b2fca625b4b5e5992b4ceedb42767552aa1e9e6",
"body": "…ain strings\n\nOnly intended to keep e.g. \"<SomeClass ...> # python SomeType\" values that have\ncomments in them oneline, not all plain strings.",
"is_bot": false,
"headline": "Fix repr_unknown logic for not splitting long values affecting all pl…",
"author_name": "Mike Kazantsev",
"author_login": "mk-fg",
"committed_at": "2025-05-29T05:31:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e4df64cbe4f77ec4738fa38377dad4d18610dcd7",
"body": null,
"is_bot": false,
"headline": "Version bump, restore __main__.main jic",
"author_name": "Mike Kazantsev",
"author_login": "mk-fg",
"committed_at": "2025-01-01T14:52:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "96229a6bd6e4cfa93e95f29fc73fe8a6eb2b4763",
"body": "Fix import error in pyaml script",
"is_bot": false,
"headline": "Merge pull request #46 from wojnilowicz/fix-import-error",
"author_name": "Mike Kazantsev",
"author_login": "mk-fg",
"committed_at": "2025-01-01T14:46:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b1ad0ce4f8f6122e66e4b567927190901d333bf9",
"body": "There is no main in _main_.py, so the import fails. This patch fixes it\nby redirecting the import to cli.py",
"is_bot": false,
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": null,
"reason": "no workflows found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 0,
"reason": "no update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
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"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 2,
"reason": "3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": null,
"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": null,
"reason": "no dependencies found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": null,
"reason": "No tokens found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "11b602208b4f83f507fcd2979d76d25f4db4ef16",
"ran_at": "2026-07-28T14:49:05Z",
"aggregate_score": 3.2,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-04T00:35:09Z",
"oldest_open_prs": [],
"last_merged_pr_at": "2026-07-04T00:29:25Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": []
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},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/mk-fg/pretty-yaml",
"host": "github.com",
"name": "pretty-yaml",
"owner": "mk-fg"
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"metrics": {
"overall": {
"key": "overall",
"band": "critical",
"name": "Overall health",
"note": "The weighted overall 50 is calibrated to 50 on the published index scale (record calibration 2026-08-02). High-Risk Jurisdiction Policy applies a 20% multiplier to weighted overall health and gives it an At Risk ceiling of 34.",
"notes": [
{
"code": "overall_calibration",
"params": {
"raw": 50,
"calibrated": 50,
"calibration": "2026-08-02"
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},
{
"code": "jurisdiction_overall_adjustment",
"params": {
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"pct": 20
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}
],
"value": 10,
"inputs": {
"security": 25,
"vitality": 57,
"community": 63,
"governance": 67,
"calibration": "2026-08-02",
"engineering": 34,
"ai_readiness": 29,
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"overall_after_jurisdiction_multiplier": 10
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"components": []
},
"categories": [
{
"key": "vitality",
"band": "moderate",
"name": "Vitality",
"value": 57,
"weight": 0.21,
"metrics": [
{
"key": "development_activity",
"band": "weak",
"name": "Development activity",
"note": null,
"notes": [],
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"commits_last_year": 7,
"human_commit_share": 1,
"days_since_last_push": 24,
"active_weeks_last_year": 4
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{
"key": "push_recency",
"name": "Push recency",
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],
"max_points": 36
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{
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"points": 2.8,
"status": "partial",
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}
],
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{
"key": "commit_volume",
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"detail": "7 commits in the last year",
"points": 8.1,
"status": "partial",
"details": [
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"code": "commits_last_year",
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{
"key": "openssf_scorecard_maintained",
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"points": 2,
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]
},
{
"key": "release_discipline",
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"notes": [
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"code": "excluded_no_data",
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"inputs": {
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"components": [
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{
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{
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{
"key": "openssf_scorecard_signed_releases",
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"code": "no_data",
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"notes": [],
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"state": "maintained",
"guards": [],
"signals": [],
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"components": [
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"code": "abandonment_maintained",
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]
}
],
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{
"key": "community",
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"weight": 0.17,
"metrics": [
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"key": "popularity",
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"notes": [],
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"stars": 138,
"watchers": 8,
"growth_state": "unverified",
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"growth_unverified_reason": "no_history"
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"components": [
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"key": "stars",
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],
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{
"key": "forks",
"name": "Forks",
"detail": "32 forks",
"points": 12.4,
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"details": [
{
"code": "forks",
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}
],
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{
"key": "watchers",
"name": "Watchers",
"detail": "8 watchers",
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"status": "partial",
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{
"code": "watchers",
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}
],
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]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": null,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
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"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
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"detail": "recognized license (WTFPL)",
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"status": "met",
"details": [
{
"code": "license_standard",
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},
{
"code": "license_spdx",
"params": {
"spdx": "WTFPL"
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}
],
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},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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{
"key": "pr_template",
"name": "PR template",
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"points": 0,
"status": "missed",
"details": [],
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]
},
{
"key": "ecosystem_adoption",
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"notes": [
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"code": "excluded_no_data",
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},
{
"code": "weights_renormalized",
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],
"value": 100,
"inputs": {
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"dependents": null,
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"monthly_downloads": 7241902
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"components": [
{
"key": "monthly_downloads",
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{
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}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
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"points": 0,
"status": "excluded",
"details": [
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}
],
"max_points": 20
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]
}
],
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},
{
"key": "governance",
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"metrics": [
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"key": "maintainer_resilience",
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"components": [
{
"key": "bus_factor",
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"details": [
{
"code": "bus_factor",
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}
],
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{
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"code": "top_contributor_share",
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}
],
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{
"key": "contributor_breadth",
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"detail": "12 contributors",
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"status": "met",
"details": [
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"code": "contributors_sampled",
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
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"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
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"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
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"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
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"components": [
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},
{
"code": "weights_renormalized",
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],
"value": 82,
"inputs": {
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"closed_issues": 35,
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"components": [
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"key": "issue_resolution",
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"details": [
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],
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{
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],
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{
"key": "newcomer_pr_acceptance",
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"status": "excluded",
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"code": "no_newcomer_prs",
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{
"key": "openssf_scorecard_code_review",
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"points": 1.5,
"status": "partial",
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]
},
{
"key": "stewardship",
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"notes": [
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"code": "excluded_no_data",
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},
{
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],
"value": 63,
"inputs": {
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"owner_login": "mk-fg",
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"components": [
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],
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{
"key": "verified_domain",
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"code": "not_applicable_to_user_accounts",
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],
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{
"key": "owner_reach",
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{
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]
},
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"key": "package_maintenance",
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"notes": [],
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{
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{
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"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "0 out of 3 merged PRs checked by a CI test -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"topics": [
"python",
"yaml",
"serialization",
"pretty-print",
"formatter",
"human",
"readability"
],
"has_wiki": false,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "7 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 7
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 25,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "critical",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 20% multiplier to Security posture and gives it an At Risk ceiling of 34.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"dangerous_workflow",
"packaging",
"pinned_dependencies",
"signed_releases",
"token_permissions"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "jurisdiction_posture_adjustment",
"params": {
"cap": 34,
"pct": 20
}
}
],
"value": 6,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 13,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 5,
"scorecard_aggregate": 3.2,
"high_risk_jurisdiction_cap": 34,
"high_risk_jurisdiction_multiplier": 20,
"security_posture_after_multiplier": 6,
"security_posture_before_jurisdiction": 32
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "0 out of 3 merged PRs checked by a CI test -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 3/27 approved changesets -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no workflows found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2",
"points": 1.5,
"status": "partial",
"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": "no dependencies found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "No tokens found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "exceptional",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:pyaml@26.7.0 runtime dependency closure — what installing the published package pulls in — 1 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:pyaml@26.7.0",
"assessed": 1
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 1,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "exceptional",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 1,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "at_risk",
"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": 20,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": true,
"exposures": [
{
"role": "owner",
"count": 1,
"country": "Russia"
},
{
"role": "top_contributor",
"count": 1,
"country": "Russia"
}
],
"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": 10
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "Russia: owner (1); Russia: top_contributor (1)",
"points": 20,
"status": "partial",
"details": [
{
"code": "jurisdiction_exposure",
"params": {
"role": "owner",
"count": 1,
"country": "Russia"
}
},
{
"code": "jurisdiction_exposure_next",
"params": {
"role": "top_contributor",
"count": 1,
"country": "Russia"
}
}
],
"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": "at_risk",
"name": "AI Readiness",
"value": 29,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 22,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.41,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "41 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 21.9,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 41,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_pinned_dependencies"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 24,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "no dependencies found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 24460,
"source_files_sampled": 7,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/7 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 7,
"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": {
"top": [
"library"
],
"labels": [
"library"
],
"scores": {
"cli": 2,
"library": 6
},
"primary": "library",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:pypi",
"weight": 6
},
{
"tier": "tags",
"label": "cli",
"source": "tag:formatter",
"weight": 2
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": true
},
"metrics_version": "2.5.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-28T14:49:17.406818Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mk-fg/pretty-yaml.svg",
"full_name": "mk-fg/pretty-yaml",
"license_state": "standard",
"license_spdx": "WTFPL"
}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 v2.5.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.