Software health reportschema 0.27.0 · metrics 2.3.1 · 2026-07-30 22:10 UTC
m-burst / flake8-pytest-style

A flake8 plugin checking common style issues or inconsistencies with pytest-based tests.
PythonMIT★ 240 stars⑂ 19 forkssince May 2019View on GitHub ↗
#flake8 #python3 #pytest #flake8-extensions #flake8-plugin #flake8-plugins
m-burst/flake8-pytest-style holds a health index of 71 out of 100, placing it in the Good band. It scores highest on Engineering Quality (71/100) and lowest on AI Readiness (56/100). It was last updated 13 days ago. A single contributor accounts for most of its recent work.
overall / 100
Good
Software 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.
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 63 is calibrated to 71 on the published index scale (record calibration 2026-08-02).
Ownership

Mikhail BurshteynPersonal account
39 followers10 public repossince Jan 2013
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	flake8-pytest-style	2.2.0	178,251	32	283 days ago	flake8 pytest
Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?
62Moderate · 21% of overall
Development activity

70Good
How it's scored
28.8/36	Push recency — last push 13 days ago
15.9/36	Commit cadence — 23/52 weeks with commits
15.4/18	Commit volume — 51 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 11 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year	51
human_commit_share	0.21
days_since_last_push	13
active_weeks_last_year	23
Release discipline

50Moderate
How it's scored
16.2/27	Ships releases — 32 version tags (no GitHub releases)
16.2/36	Release recency — latest release 283 days ago
12.6/27	Release cadence — a release every ~176.2 days
0/10	OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count	32
latest_release_tag	v2.2.0
releases_from_tags	yes
days_since_latest_release	283
mean_days_between_releases	176.2
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?
59Moderate · 17% of overall
Popularity & adoption

49Weak
How it's scored
38.6/60	Stars — 240 stars
10.5/25	Forks — 19 forks
0/15	Watchers — 2 watchers
Inputs used
forks	19
stars	240
watchers	2
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history
Community health

50Moderate
How it's scored
22.5/22.5	README
22.5/22.5	License — recognized license (MIT)
0/18	CONTRIBUTING guide
0/13.5	Code of conduct
0/7.2	Issue template
0/6.3	PR template
Inputs used
has_readme	yes
has_license	yes
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)

88Excellent
How it's scored
70/80	Monthly downloads — 178,251 downloads/month across pypi
0/20	Registry dependents — not reported by this ecosystem
Inputs used
packages	flake8-pytest-style
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	178,251
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?
57Moderate · 23% of overall
Maintainer resilience (bus factor)

24At Risk
How it's scored
9/54	Bus factor — 1 contributor(s) cover half of all commits
1.5/22.5	Commit distribution — top contributor authored 93% of commits
13.5/13.5	Contributor breadth — 10 contributors
0/10	OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor	1
contributors_sampled	10
top_contributor_share	0.934
Issue & PR responsiveness

76Good
How it's scored
26.1/42	Issue resolution — 62% of issues closed
24.7/30	PR acceptance — 262/318 decided PRs merged
0/13	Newcomer PR acceptance — no first-time contributor's PR decided in 30d
15/15	OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs	262
open_issues	31
closed_issues	51
prs_merged_7d	—
prs_decided_7d	—
prs_merged_30d	—
prs_decided_30d	—
issue_closed_ratio	0.622
closed_unmerged_prs	56
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

51Moderate
How it's scored
10/30	Ownership backing — personal (user) account
0/20	Verified domain — not applicable to user accounts
11.5/25	Owner reach — 39 followers of m-burst
19.6/25	Track record — 10 public repos, account ~13 yr old
Inputs used
followers	39
owner_type	User
is_verified	—
owner_login	m-burst
public_repos	10
account_age_days	4,948
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance

91Excellent
How it's scored
25/25	Published & resolvable — 1 package(s) on pypi
26/35	Publish recency — latest publish 283 days ago
20/20	Version history — 32 published versions
20/20	Not deprecated — active, not deprecated or yanked
Inputs used
packages	flake8-pytest-style
ecosystems	pypi
any_deprecated	no
min_days_since_publish	283
Engineering Quality

Are baseline engineering and documentation practices in place?
71Good · 19% of overall
Engineering practices

68Good
How it's scored
24/24	CI workflows — 2 workflow(s)
24/24	Tests present
0/16	Linter config
0/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	no
has_precommit_config	no
Documentation

75Good
How it's scored
30/30	README
25/25	Documentation directory
0/15	Documentation / homepage site
10/10	Repository description
10/10	Topics — 6 topics
0/10	Wiki
Inputs used
topics	flake8, python3, pytest, flake8-extensions, flake8-plugin, flake8-plugins
has_wiki	no
homepage	—
has_readme	yes
has_docs_dir	yes
has_description	yes
Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
69Good · 16% of overall
Security posture

61Moderate
How it's scored
7.5/7.5	Binary-Artifacts — no binaries found in the repo
0/7.5	Branch-Protection — no data
2.5/2.5	CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5	Code-Review — all changesets reviewed
0/2.5	Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	License — license file detected
7.5/7.5	Maintained — 11 commit(s) and 1 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 — 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
6.8/7.5	Vulnerabilities — 1 existing vulnerabilities detected
Inputs used
source	openssf_scorecard
checks_evaluated	15
scorecard_version	v5.5.0
checks_inconclusive	3
scorecard_aggregate	6.1
Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. Remaining weights renormalized.
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:flake8-pytest-style@2.2.0 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.
56Moderate · 4% of overall
Agent context & guidance

25At Risk
How it's scored
0/45	Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15	Machine-readable docs (llms.txt)
25.4/40	Legible commit history — 10 of 21 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txt	no
legible_history_share	0.476
agent_instruction_files	—
agent_instruction_max_bytes	—
Verify loop (build / test / typecheck)

69Good
How it's scored
18/18	One-command bootstrap — Makefile
22/22	Automated tests
0/11	Lint / format config
11/11	Static type checking — flake8_pytest_style/py.typed
10/10	Reproducible environment — lockfile
0/10	Demonstrated agent practice — no agent-authored commits among the last 100
8/8	Automated maintenance — 79 of the last 100 commits are automated dependency updates
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	poetry.lock
has_dockerfile	no
typed_language	no
bootstrap_files	Makefile
has_devcontainer	no
has_linter_config	no
typecheck_configs	flake8_pytest_style/py.typed
agent_commit_share	0
toolchain_manifests	—
dependency_bot_commit_share	0.79
Code legibility for models

82Excellent
How it's scored
27/45	Type-checkable code — Python with type-check config (flake8_pytest_style/py.typed)
55/55	Manageable file sizes — 0/53 source files over 60KB
Inputs used
primary_language	Python
largest_source_bytes	9,986
source_files_sampled	53
oversized_source_files	0
Key facts

240GitHub stars
10contributors
51commits, last 12 months
13days since last push
32releases
1bus factor
31open 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 ★ / 19 ⇿
0Stars
19Forks
28Releases
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 14Patch 12
Each point covers 6 days.
OpenSSF Scorecard 6.1 / 10
6.1aggregate
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).Scorecard v5.5.0 · 2026-07-30 22:10 UTC
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
10	CI-Tests	30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
10	Code-Review	all changesets reviewed
0	Contributors	project has 0 contributing companies or organizations -- score normalized to 0
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	11 commit(s) and 1 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	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
9	Vulnerabilities	1 existing vulnerabilities detected
Direct dependencies 1
Registry	Package	Version constraint	Manifest
PyPI	flake8-plugin-utils	`^1.3.2`	pyproject.toml
All dependencies 52
Full resolved dependency set from the GitHub dependency graph: 1 direct and 51 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
Registry	Package	Version	Relation
PyPI	flake8-plugin-utils	`1.3.3`	direct
PyPI	ast-serialize	`0.6.0`	indirect
PyPI	astroid	`4.0.2`	indirect
PyPI	attrs	`25.4.0`	indirect
PyPI	bandit	`1.8.6`	indirect
PyPI	black	`26.5.1`	indirect
PyPI	bump2version	`1.0.1`	indirect
PyPI	click	`8.3.0`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	coverage	`7.11.0`	indirect
PyPI	dill	`0.4.0`	indirect
PyPI	eradicate	`2.3.0`	indirect
PyPI	exceptiongroup	`1.3.0`	indirect
PyPI	flake8	`7.3.0`	indirect
PyPI	flake8-bandit	`4.1.1`	indirect
PyPI	flake8-breakpoint	`1.1.0`	indirect
PyPI	flake8-bugbear	`25.11.29`	indirect
PyPI	flake8-builtins	`3.1.0`	indirect
PyPI	flake8-comprehensions	`3.17.0`	indirect
PyPI	flake8-eradicate	`1.5.0`	indirect
PyPI	flake8-if-expr	`1.0.4`	indirect
PyPI	flake8-isort	`7.0.0`	indirect
PyPI	flake8-print	`5.0.0`	indirect
PyPI	flake8-requirements	`2.3.0`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	isort	`6.1.0`	indirect
PyPI	librt	`0.13.0`	indirect
PyPI	markdown-it-py	`4.0.0`	indirect
PyPI	mccabe	`0.7.0`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	mypy	`2.3.0`	indirect
PyPI	mypy-extensions	`1.1.0`	indirect
PyPI	packaging	`25.0`	indirect
PyPI	pathspec	`1.0.3`	indirect
PyPI	pep8-naming	`0.15.1`	indirect
PyPI	platformdirs	`4.5.0`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	pycodestyle	`2.14.0`	indirect
PyPI	pyflakes	`3.4.0`	indirect
PyPI	pygments	`2.20.0`	indirect
PyPI	pylint	`4.0.6`	indirect
PyPI	pytest	`9.1.1`	indirect
PyPI	pytest-cov	`7.1.0`	indirect
PyPI	pytest-deadfixtures	`3.1.0`	indirect
PyPI	pytest-mock	`3.15.1`	indirect
PyPI	pytokens	`0.4.1`	indirect
PyPI	pyyaml	`6.0.3`	indirect
PyPI	rich	`14.2.0`	indirect
PyPI	stevedore	`5.5.0`	indirect
PyPI	tomli	`2.3.0`	indirect
PyPI	tomlkit	`0.15.0`	indirect
PyPI	typing-extensions	`4.15.0`	indirect
Dependency advisories 0
Installing pypi:flake8-pytest-style@2.2.0 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": {
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      "is_fork": false,
      "size_kb": 1091,
      "has_wiki": false,
      "homepage": null,
      "languages": {
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        "Makefile": 823
      },
      "pushed_at": "2026-07-17T02:02:53Z",
      "created_at": "2019-05-21T22:10:45Z",
      "owner_type": "User",
      "updated_at": "2026-07-14T10:06:15Z",
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    },
    "license": {
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      "file_present": true,
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      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v2.2.0",
          "kind": "minor",
          "published_at": "2025-10-20T07:43:14Z"
        },
        {
          "tag": "v2.1.0",
          "kind": "minor",
          "published_at": "2025-01-10T15:57:10Z"
        },
        {
          "tag": "v2.0.0",
          "kind": "major",
          "published_at": "2024-04-01T17:09:22Z"
        },
        {
          "tag": "v1.7.2",
          "kind": "patch",
          "published_at": "2023-02-15T07:38:24Z"
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        {
          "tag": "v1.7.1",
          "kind": "patch",
          "published_at": "2023-02-14T21:36:56Z"
        },
        {
          "tag": "v1.7.0",
          "kind": "minor",
          "published_at": "2023-02-09T21:13:27Z"
        },
        {
          "tag": "v1.6.0",
          "kind": "minor",
          "published_at": "2021-12-22T21:17:37Z"
        },
        {
          "tag": "v1.5.1",
          "kind": "patch",
          "published_at": "2021-11-05T11:17:54Z"
        },
        {
          "tag": "v1.5.0",
          "kind": "minor",
          "published_at": "2021-06-18T08:28:24Z"
        },
        {
          "tag": "v1.4.4",
          "kind": "patch",
          "published_at": "2021-06-17T08:09:53Z"
        },
        {
          "tag": "v1.4.3",
          "kind": "patch",
          "published_at": "2021-06-16T21:04:19Z"
        },
        {
          "tag": "v1.4.2",
          "kind": "patch",
          "published_at": "2021-05-23T22:04:41Z"
        },
        {
          "tag": "v1.4.1",
          "kind": "patch",
          "published_at": "2021-04-01T20:23:17Z"
        },
        {
          "tag": "v1.4.0",
          "kind": "minor",
          "published_at": "2021-03-13T22:59:31Z"
        },
        {
          "tag": "v1.3.0",
          "kind": "minor",
          "published_at": "2020-08-30T16:09:09Z"
        },
        {
          "tag": "v1.2.3",
          "kind": "patch",
          "published_at": "2020-08-06T09:30:57Z"
        },
        {
          "tag": "v1.2.2",
          "kind": "patch",
          "published_at": "2020-07-23T20:43:58Z"
        },
        {
          "tag": "v1.2.1",
          "kind": "patch",
          "published_at": "2020-06-15T12:22:49Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2020-06-12T10:50:22Z"
        },
        {
          "tag": "v1.1.1",
          "kind": "patch",
          "published_at": "2020-04-17T17:57:25Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2020-04-14T20:41:20Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2020-03-26T20:58:28Z"
        },
        {
          "tag": "v0.6.0",
          "kind": "minor",
          "published_at": "2020-03-21T15:44:17Z"
        },
        {
          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2020-03-09T11:40:07Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
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        },
        {
          "tag": "v0.3.1",
          "kind": "patch",
          "published_at": "2020-03-08T23:07:26Z"
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        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2020-03-08T21:50:53Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2020-03-01T14:14:11Z"
        },
        {
          "tag": "v0.1.3",
          "kind": "patch",
          "published_at": "2019-05-24T19:09:06Z"
        },
        {
          "tag": "v0.1.2",
          "kind": "patch",
          "published_at": "2019-05-23T13:47:12Z"
        },
        {
          "tag": "v0.1.1",
          "kind": "patch",
          "published_at": "2019-05-23T13:08:32Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2019-05-23T13:01:33Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "57408e0668c5c0fa57969bbed1806961153540ef",
          "body": "Bumps [mypy](https://github.com/python/mypy) from 2.2.0 to 2.3.0.\n- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/python/mypy/compare/v2.2.0...v2.3.0)\n\n---\nupdated-dependencies:\n- dependency-name: mypy\n  dependency-version: 2.3.0\n  dependency-typ\n[…]\nrect:development\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
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        {
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        {
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          "is_bot": true,
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          "author_name": "dependabot[bot]",
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        {
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          "is_bot": true,
          "headline": "Bump pytest from 9.0.3 to 9.1.0 (#400)",
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        {
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          "is_bot": true,
          "headline": "Bump black from 26.5.0 to 26.5.1 (#399)",
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        {
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          "is_bot": true,
          "headline": "Bump black from 26.3.1 to 26.5.0 (#396)",
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          "is_bot": true,
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          "is_bot": true,
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          "is_bot": true,
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          "is_bot": true,
          "headline": "Bump mypy from 1.20.1 to 1.20.2 (#392)",
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          "is_bot": true,
          "headline": "Bump mypy from 1.20.0 to 1.20.1 (#391)",
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          "is_bot": true,
          "headline": "Bump mypy from 1.19.1 to 1.20.0 (#389)",
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          "is_bot": true,
          "headline": "Bump pytest from 9.0.2 to 9.0.3 (#390)",
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        {
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          "is_bot": true,
          "headline": "Bump pytest-cov from 7.0.0 to 7.1.0 (#387)",
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        {
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          "is_bot": true,
          "headline": "Bump black from 26.1.0 to 26.3.1 (#386)",
          "author_name": "dependabot[bot]",
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          "committed_at": "2026-03-13T05:12:18Z",
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        {
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          "is_bot": true,
          "headline": "Bump pylint from 4.0.4 to 4.0.5 (#384)",
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          "committed_at": "2026-02-23T06:26:14Z",
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        {
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          "is_bot": true,
          "headline": "Bump tomlkit from 0.13.3 to 0.14.0 (#381)",
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          "committed_at": "2026-01-19T07:12:24Z",
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        {
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          "is_bot": true,
          "headline": "Bump pytest-deadfixtures from 3.0.0 to 3.1.0 (#382)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-19T07:09:43Z",
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        {
          "oid": "45badd1e87996c60360bf707284f48ae1fe6ea65",
          "body": "Bumps [black](https://github.com/psf/black) from 25.12.0 to 26.1.0.\n- [Release notes](https://github.com/psf/black/releases)\n- [Changelog](https://github.com/psf/black/blob/main/CHANGES.md)\n- [Commits](https://github.com/psf/black/compare/25.12.0...26.1.0)\n\n---\nupdated-dependencies:\n- dependency-nam\n[…]\nrect:development\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump black from 25.12.0 to 26.1.0 (#383)",
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          "committed_at": "2026-01-19T07:07:16Z",
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          "headline": "Bump mypy from 1.19.0 to 1.19.1 (#380)",
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        {
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          "is_bot": true,
          "headline": "Bump flake8-isort from 6.1.2 to 7.0.0 (#369)",
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          "is_bot": true,
          "headline": "Bump flake8-bugbear from 24.12.12 to 25.10.21 (#367)",
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        {
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          "is_bot": true,
          "headline": "Bump pylint from 3.3.8 to 3.3.9 (#360)",
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        {
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          "is_bot": true,
          "headline": "Bump pytest-mock from 3.14.1 to 3.15.1 (#357)",
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        {
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          "is_bot": true,
          "headline": "Bump black from 25.1.0 to 25.9.0 (#358)",
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        {
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          "is_bot": true,
          "headline": "Bump pytest-cov from 6.2.1 to 7.0.0 (#355)",
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          "is_bot": true,
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          "headline": "Bump flake8 from 7.1.0 to 7.1.1 (#306)",
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          "headline": "Bump mypy from 1.10.1 to 1.11.1 (#305)",
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          "is_bot": true,
          "headline": "Bump pytest from 8.2.2 to 8.3.2 (#304)",
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          "is_bot": true,
          "headline": "Bump pylint from 3.2.5 to 3.2.6 (#301)",
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          "is_bot": true,
          "headline": "Bump flake8 from 7.0.0 to 7.1.0 (#294)",
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        {
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          "is_bot": true,
          "headline": "Bump setuptools from 69.2.0 to 70.0.0 (#300)",
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          "is_bot": true,
          "headline": "Bump pylint from 3.1.0 to 3.2.5 (#298)",
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          "is_bot": true,
          "headline": "Bump mypy from 1.10.0 to 1.10.1 (#296)",
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          "is_bot": true,
          "headline": "Bump pytest from 8.2.0 to 8.2.2 (#292)",
          "author_name": "dependabot[bot]",
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        {
          "oid": "d0fc77d5b3754492845b755a8f84d1dcc8bf2dff",
          "body": "Bumps [tomlkit](https://github.com/sdispater/tomlkit) from 0.12.4 to 0.12.5.\n- [Release notes](https://github.com/sdispater/tomlkit/releases)\n- [Changelog](https://github.com/python-poetry/tomlkit/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/sdispater/tomlkit/compare/0.12.4...0.12.5)\n\n--\n[…]\nrect:development\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump tomlkit from 0.12.4 to 0.12.5 (#286)",
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          "committed_at": "2024-05-10T05:13:25Z",
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        {
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          "body": "Bumps [pytest](https://github.com/pytest-dev/pytest) from 8.1.1 to 8.2.0.\n- [Release notes](https://github.com/pytest-dev/pytest/releases)\n- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pytest-dev/pytest/compare/8.1.1...8.2.0)\n\n---\nupdated-\n[…]\nrect:development\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump pytest from 8.1.1 to 8.2.0 (#285)",
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          "committed_at": "2024-05-01T12:19:23Z",
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        {
          "oid": "015fa31ae85687452e14eb82bd80b5d69d7ce9ca",
          "body": "Bumps [black](https://github.com/psf/black) from 24.3.0 to 24.4.2.\r\n- [Release notes](https://github.com/psf/black/releases)\r\n- [Changelog](https://github.com/psf/black/blob/main/CHANGES.md)\r\n- [Commits](https://github.com/psf/black/compare/24.3.0...24.4.2)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependenc\n[…]\ndevelopment\r\n  update-type: version-update:semver-minor\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump black from 24.3.0 to 24.4.2 (#284)",
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          "committed_at": "2024-04-28T08:46:58Z",
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        {
          "oid": "03d6eae1e0307e89918e9e6da82a2b8f9432871e",
          "body": "Bumps [mypy](https://github.com/python/mypy) from 1.9.0 to 1.10.0.\r\n- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)\r\n- [Commits](https://github.com/python/mypy/compare/1.9.0...v1.10.0)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: mypy\r\n  dependency-type: direct:development\r\n  update-type: version-update:semver-minor\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump mypy from 1.9.0 to 1.10.0 (#283)",
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        {
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          "headline": "Update readme",
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                "key": "track_record",
                "name": "Track record",
                "detail": "10 public repos, account ~13 yr old",
                "points": 19.6,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 10
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 13
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "packages": [
                "flake8-pytest-style"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 283
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 283 days ago",
                "points": 26,
                "status": "partial",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 283
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "32 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 32
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 71,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [
                "flake8",
                "python3",
                "pytest",
                "flake8-extensions",
                "flake8-plugin",
                "flake8-plugins"
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              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "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": 25,
                "status": "met",
                "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": "6 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 6
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                  }
                ],
                "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": "good",
        "name": "Security",
        "value": 69,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 6.1
            },
            "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": "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",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "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": "11 commit(s) and 1 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",
                "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": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "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:flake8-pytest-style@2.2.0 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:flake8-pytest-style@2.2.0",
                  "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": "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. 1 match(es) from contributors below the commit-weight threshold (fewer than 50 commits and under 10% of sampled commits) are recorded for review and do not affect the score.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              },
              {
                "code": "jurisdiction_below_threshold",
                "params": {
                  "count": 1
                }
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [
                {
                  "role": "top_contributor",
                  "count": 1,
                  "country": "Russia"
                }
              ],
              "assessed_self_published_locations": 22
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match; 1 match(es) below the commit-weight threshold (<50 commits and <10% of commits), review-only",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  },
                  {
                    "code": "jurisdiction_below_threshold",
                    "params": {
                      "count": 1,
                      "share": 10,
                      "commits": 50
                    }
                  }
                ],
                "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": 56,
        "weight": 0.04,
        "metrics": [
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            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.476,
              "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": [
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                    "code": "no_agent_instructions",
                    "params": {}
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                ],
                "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": "10 of 21 human commits state their intent (structured subject or explanatory body)",
                "points": 25.4,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 10,
                      "sampled": 21
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
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              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
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              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
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              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.79
            },
            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                  }
                ],
                "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": "flake8_pytest_style/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "flake8_pytest_style/py.typed"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "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": "79 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 79,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 9986,
              "source_files_sampled": 53,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (flake8_pytest_style/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "flake8_pytest_style/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/53 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 53,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "library"
      ],
      "scores": {
        "plugin": 2,
        "library": 6
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "description",
          "label": "plugin",
          "source": "description:plugin",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-30T22:10:39.670775Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/m-burst/flake8-pytest-style.svg",
  "full_name": "m-burst/flake8-pytest-style",
  "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 v2.3.1, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.
Software health index

Score profile

Ownership

Package ecosystems

Metrics by category

Key facts

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More detail

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