Public recordModerate
Software health reportschema 0.23.0 · metrics 1.13.0 · 2026-07-21 19:10 UTC
anntzer / defopt
Effortless argument parser
anntzer/defopt holds a health index of 52 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (81/100) and lowest on Vitality (21/100). It was last updated 283 days ago. A single contributor accounts for most of its recent work.
52
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
52
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
Antony LeePersonal account
132 followers122 public repossince Jan 2012
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 | defopt | 7.0.0 | 40,554 | 26 | 397 days ago | argument-parseroptparseargparsegetoptdocoptsphinx |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
21
Development activity
9Critical
How it's scored
| 3.6/36 | Push recency — last push 283 days ago |
| 1.4/36 | Commit cadence — 2/52 weeks with commits |
| 4.3/18 | Commit volume — 2 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — 0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0 |
Inputs used
| commits_last_year | 2 |
| human_commit_share | 1 |
| days_since_last_push | 283 |
| active_weeks_last_year | 2 |
Release discipline
40At risk
How it's scored
| 16.2/27 | Ships releases — 27 version tags (no GitHub releases) |
| 7.2/36 | Release recency — latest release 400 days ago |
| 12.6/27 | Release cadence — a release every ~270.3 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 27 |
| latest_release_tag | v7.0.0 |
| releases_from_tags | yes |
| days_since_latest_release | 400 |
| mean_days_between_releases | 270.3 |
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?
58
Popularity & adoption
52Moderate
How it's scored
| 38.2/60 | Stars — 229 stars |
| 9.3/25 | Forks — 14 forks |
| 4.7/15 | Watchers — 8 watchers |
Inputs used
| forks | 14 |
| stars | 229 |
| watchers | 8 |
| growth_state | organic |
| growth_factor_pct | 100 |
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 |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
How it's scored
| 61.4/80 | Monthly downloads — 40,554 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | defopt |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 40,554 |
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?
57
Maintainer resilience (bus factor)
25Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 8.2/22.5 | Commit distribution — top contributor authored 64% of commits |
| 8.1/13.5 | Contributor breadth — 6 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 6 |
| top_contributor_share | 0.637 |
How it's scored
| 41/46.8 | Issue resolution — 88% of issues closed |
| 29.8/38.3 | PR acceptance — 46/59 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 1/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 46 |
| open_issues | 9 |
| closed_issues | 65 |
| issue_closed_ratio | 0.878 |
| closed_unmerged_prs | 13 |
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 anntzer |
| 25/25 | Track record — 122 public repos, account ~14 yr old |
Inputs used
| followers | 132 |
| owner_type | User |
| is_verified | — |
| owner_login | anntzer |
| public_repos | 122 |
| account_age_days | 5,304 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
79Good
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 14/35 | Publish recency — latest publish 397 days ago |
| 20/20 | Version history — 26 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | defopt |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 397 |
Engineering Quality
Are baseline engineering and documentation practices in place?
81
Engineering practices
68Moderate
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 1 out of 1 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
100Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://pypi.org/project/defopt/ |
| 10/10 | Repository description |
| 10/10 | Topics — 1 topics |
| 10/10 | Wiki |
Inputs used
| topics | cli |
| has_wiki | yes |
| homepage | https://pypi.org/project/defopt/ |
| 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?
46
Security posture
32At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.5/2.5 | CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 1/30 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 0/7.5 | Maintained — 0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3.2 |
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
Dependency advisories
100Excellent
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 | 4 |
| 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:defopt@7.0.0 runtime dependency closure — what installing the published package pulls in — 4 packages. Reachability is not analyzed.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
31
Agent context & guidance
4Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 4.3/40 | Legible commit history — 8 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.08 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 18/18 | One-command bootstrap — doc/Makefile, noxfile.py |
| 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 — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | doc/Makefile, noxfile.py |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
51Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 51.3/55 | Manageable file sizes — 1/15 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 60,666 |
| source_files_sampled | 15 |
| oversized_source_files | 1 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
229GitHub stars
6contributors
2commits, last 12 months
283days since last push
27releases
1bus factor
9open issues
PyPIpackage ecosystems
More detail
Star and fork history 229 ★ / 14 ⇿
229Stars
14Forks
26Releases
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 7Minor 12Patch 7
Each point covers 10 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 |
| 10 | CI-Tests | 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 1/30 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | 0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 6
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | docutils | >=0.12 | pyproject.toml |
| PyPI | sphinxcontrib-napoleon | >=0.7.0 | pyproject.toml |
| PyPI | importlib_metadata | >=1.0 | pyproject.toml |
| PyPI | typing_inspect | >=0.8.0 | pyproject.toml |
| PyPI | pkgutil_resolve_name | — | pyproject.toml |
| PyPI | colorama | >=0.3.4 | pyproject.toml |
All dependencies 6
Full resolved dependency set from the GitHub dependency graph: 6 direct and 0 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | colorama | — | direct |
| PyPI | docutils | — | direct |
| PyPI | importlib-metadata | — | direct |
| PyPI | pkgutil-resolve-name | — | direct |
| PyPI | sphinxcontrib-napoleon | — | direct |
| PyPI | typing-inspect | — | direct |
Dependency advisories 0
Installing pypi:defopt@7.0.0 pulls in 4 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": [
"cli"
],
"is_fork": false,
"size_kb": 494,
"has_wiki": true,
"homepage": "https://pypi.org/project/defopt/",
"languages": {
"Python": 111263
},
"pushed_at": "2025-10-11T11:19:14Z",
"created_at": "2016-02-06T14:44:50Z",
"owner_type": "User",
"updated_at": "2026-05-15T20:38:41Z",
"description": "Effortless argument parser",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://ocf.io/antonyl",
"name": "Antony Lee",
"type": "User",
"login": "anntzer",
"company": null,
"location": null,
"followers": 132,
"avatar_url": "https://avatars.githubusercontent.com/u/1322974?v=4",
"created_at": "2012-01-11T21:13:35Z",
"is_verified": null,
"public_repos": 122,
"account_age_days": 5304
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v7.0.0",
"kind": "major",
"published_at": "2025-06-15T21:38:45Z"
},
{
"tag": "v6.4.0",
"kind": "minor",
"published_at": "2022-07-19T17:12:42Z"
},
{
"tag": "v6.3.0",
"kind": "minor",
"published_at": "2022-02-07T21:06:39Z"
},
{
"tag": "v6.2.0",
"kind": "minor",
"published_at": "2021-11-24T15:41:03Z"
},
{
"tag": "v6.1.0",
"kind": "minor",
"published_at": "2021-02-25T00:04:20Z"
},
{
"tag": "v6.0.2",
"kind": "patch",
"published_at": "2020-12-07T22:59:51Z"
},
{
"tag": "v6.0.1",
"kind": "patch",
"published_at": "2020-09-18T12:22:39Z"
},
{
"tag": "v6.0.0",
"kind": "major",
"published_at": "2020-05-10T22:12:53Z"
},
{
"tag": "v5.1.0",
"kind": "minor",
"published_at": "2019-02-28T19:10:25Z"
},
{
"tag": "v5.0.0",
"kind": "major",
"published_at": "2018-10-18T10:15:48Z"
},
{
"tag": "v4.0.1",
"kind": "patch",
"published_at": "2017-11-26T12:01:57Z"
},
{
"tag": "v4.0.0",
"kind": "major",
"published_at": "2017-11-07T11:08:37Z"
},
{
"tag": "v3.2.0",
"kind": "minor",
"published_at": "2017-05-30T13:54:41Z"
},
{
"tag": "v3.1.1",
"kind": "patch",
"published_at": "2017-04-12T13:04:34Z"
},
{
"tag": "v3.1.0",
"kind": "minor",
"published_at": "2017-04-12T12:35:23Z"
},
{
"tag": "v3.0.0",
"kind": "major",
"published_at": "2016-12-16T12:52:40Z"
},
{
"tag": "v2.0.1",
"kind": "patch",
"published_at": "2016-09-13T13:28:43Z"
},
{
"tag": "v2.0.0",
"kind": "major",
"published_at": "2016-05-10T00:56:20Z"
},
{
"tag": "v1.3.0",
"kind": "minor",
"published_at": "2016-03-21T12:46:57Z"
},
{
"tag": "v1.2.0",
"kind": "minor",
"published_at": "2016-02-25T10:54:41Z"
},
{
"tag": "v1.1.0",
"kind": "minor",
"published_at": "2016-02-21T04:13:33Z"
},
{
"tag": "v1.0.1",
"kind": "patch",
"published_at": "2016-02-14T08:13:16Z"
},
{
"tag": "v1.0.0",
"kind": "major",
"published_at": "2016-02-14T02:15:55Z"
},
{
"tag": "v0.3.1",
"kind": "patch",
"published_at": "2016-02-10T12:20:11Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2016-02-10T10:47:07Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2016-02-09T12:58:23Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2016-02-08T13:34:17Z"
}
],
"recent_commits": [
{
"oid": "0ffa53b0a41b2806484e9d81ccdfc4d92757068e",
"body": null,
"is_bot": false,
"headline": "bug: StrEnum doesn't support optional (#132)",
"author_name": "Nils Homer",
"author_login": "nh13",
"committed_at": "2025-10-11T11:19:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4c9ebf8360f34627bda7d25d9fd2ca14cfbee6f6",
"body": null,
"is_bot": false,
"headline": "Update GHA.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2025-09-22T16:38:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0876c38b6af9ce03a91900360576a4abd43ea88b",
"body": null,
"is_bot": false,
"headline": "Cleanup toplevel functions.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2025-07-20T23:08:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5bc107ff68fa1fda2da8a4073c8cda033fc05a1c",
"body": null,
"is_bot": false,
"headline": "Improve NamedTuple metavar handling.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2025-07-20T22:00:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a4755068e82ec6136c668d346b37695aeab1406d",
"body": null,
"is_bot": false,
"headline": "Release v7.0.0.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2025-06-15T21:38:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eb140a88f594ddf302ad5f27a8899cac196630de",
"body": null,
"is_bot": false,
"headline": "Update RTD conf.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2025-06-15T21:38:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0c12b458f6e8900f03b60bc9a30bc775e2ff1c40",
"body": null,
"is_bot": false,
"headline": "Limit licensing info for compat with setuptools 77.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2025-06-15T21:38:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "74826a6648234ec53d80f24ea4392827bc9309d7",
"body": null,
"is_bot": false,
"headline": "feat: add support for functools.partials.",
"author_name": "Nils Homer",
"author_login": "nh13",
"committed_at": "2025-06-15T21:38:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "70d761d0d79fc322599b2f682ee5ec526f893c91",
"body": null,
"is_bot": false,
"headline": "CI python 3.14.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2025-05-13T08:27:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a9a91b2265f566dcce3ad5622c2b1ccbbc3f94d3",
"body": null,
"is_bot": false,
"headline": "Support toplevel TypeAliasType.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2025-04-16T16:07:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f087cd767440041917ecbe72cfc85c001ac439bd",
"body": null,
"is_bot": false,
"headline": "Update CI.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2025-04-16T15:53:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2f77f3ddb8027dfaf43a6d12989ae0c743779d66",
"body": null,
"is_bot": false,
"headline": "Cleanup _populate_parser.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2024-10-31T19:24:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aad0cc4fdd11e0daddc0c712299f4d7a1fd05228",
"body": null,
"is_bot": false,
"headline": "Update CI.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2024-09-09T11:50:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "009722a7e2037c2693f5bbea7b779f2ab8f6c257",
"body": null,
"is_bot": false,
"headline": "Fix support for multiline parameter descriptions.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2024-03-24T19:25:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "116beb2b1d20971b42fcfaa56d14d3f445599bc0",
"body": null,
"is_bot": false,
"headline": "Clarify support for nested inputs.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2023-11-25T13:38:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dbfb879268c52eefcaa28949e8e2e2e257ebe28f",
"body": null,
"is_bot": false,
"headline": "Fix RTD build.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2023-10-21T14:30:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a3b35c476a2e16eb5d77ca9707da5bdfc6cc9fed",
"body": null,
"is_bot": false,
"headline": "f-stringify.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2023-10-20T14:21:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c86c496a713f18894b4cce7be083ae82d00b60b5",
"body": null,
"is_bot": false,
"headline": "Move to pyproject.toml; CI python 3.12; drop python 3.5, 3.6.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2023-10-20T14:21:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7bee80143d2715ac3904df8c022d9499f5dc649d",
"body": null,
"is_bot": false,
"headline": "Support optional single-item tuples with None parsers.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2023-08-31T11:41:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "afa5da7340a2afe430b2b5c2c5f808c8e7c28a8c",
"body": null,
"is_bot": false,
"headline": "Pass-through more standard roles.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2023-08-31T11:05:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "71818706319feb6f3d19e8ce736e5de0e43abec7",
"body": null,
"is_bot": false,
"headline": "Improve test coverage.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2023-08-25T11:42:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bbba2490baf82e1f50952e319493535e3d361adb",
"body": null,
"is_bot": false,
"headline": "CI python 3.12rc1.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2023-08-25T11:32:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "688bc8bcefa9dbd6e815e520b90d0acf5672d8ca",
"body": null,
"is_bot": false,
"headline": "Update docs re: removal of strict_kwonly.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2023-06-17T14:44:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "66edf8d316006b5f9dd06bba816e19adec4210f1",
"body": null,
"is_bot": false,
"headline": "Update links in docs.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2023-06-06T22:18:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "604ad7ced66182deafd49be012316dd80e39e21a",
"body": null,
"is_bot": false,
"headline": "Clarify that docstrings must be valid rst.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2023-06-06T22:01:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bfccf34e05596cf0c42a1ac5821f5a7e767da70f",
"body": null,
"is_bot": false,
"headline": "Explicitly throw an exception for docutils parse errors.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2023-06-06T20:57:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d4bbf716ebd7d5980c5d33d07289101f232c5545",
"body": null,
"is_bot": false,
"headline": "Tweak badges.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-12-21T11:03:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "99b8047b594ebbd4d92a043eadc9e96e89da9c83",
"body": null,
"is_bot": false,
"headline": "Tweak CI.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-12-21T11:02:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4d7143238b0de7af9ce516bf9d34229c65512626",
"body": null,
"is_bot": false,
"headline": "Fix doc markup.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-11-30T17:55:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "90da8542f4e7084e64f60acd61f880905f2e3525",
"body": null,
"is_bot": false,
"headline": "DEFOPT_DEBUG.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-11-30T17:55:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ce628529b00fa6fd0393bf1078faf1b8cf4dfbff",
"body": null,
"is_bot": false,
"headline": "Move _is_constructible_from_str out of parser generators.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-11-14T09:50:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0f6828c31f17e39cc12fc49c373388d384170e2a",
"body": null,
"is_bot": false,
"headline": "Support signature(docstring).",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-11-14T09:50:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d09fa9f0a4ad53668a01753df7f9731acc45c130",
"body": null,
"is_bot": false,
"headline": "Refactor signature processing.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-11-13T15:02:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8b61dc4325f8912f73eab1d95ee1ad17e4e3ca5e",
"body": null,
"is_bot": false,
"headline": "_parse_docstring now returns a Signature.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-11-13T13:54:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7b2f99af32e9c94a8f9dfdbc3110de27f41cb76d",
"body": null,
"is_bot": false,
"headline": "Fix error handling in tuple parsing.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-11-09T17:58:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b75d8b3eb40f5592afbb25bdf9ec83e381f3fd20",
"body": null,
"is_bot": false,
"headline": "Fix literal-of-enum.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-11-09T17:58:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a1f44511807c73ce091e0a0d534828f51baba414",
"body": null,
"is_bot": false,
"headline": "Fix error messages for enums and literals.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-11-09T17:58:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cb59f58f756e42855837f67c0594f67e75133ab1",
"body": null,
"is_bot": false,
"headline": "Internally group parameters together into _DefoptOptions.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-11-09T17:58:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ed0e2b4e2b2a8f9b006ad7593e6be6598c830df5",
"body": null,
"is_bot": false,
"headline": "Style(ish) fixes.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-11-09T17:58:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "26ac54e60c826e394acc6d0ac92d9299b05e2aef",
"body": null,
"is_bot": false,
"headline": "Drop strict_kwonly in favor of cli_options.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-11-09T17:53:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8d6cd0889a7273cd62e01beb935a7eba896da296",
"body": null,
"is_bot": false,
"headline": "typing_inspect now correctly handles Literals.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-11-09T17:53:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "88e7b5b43680227a79a4a7f0e51b1c7f658dd4e8",
"body": null,
"is_bot": false,
"headline": "Make parsed docstring available as signature(...).doc.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-11-09T17:53:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ff1aa98a91e21f7784f90987f326a42a939de2bf",
"body": null,
"is_bot": false,
"headline": "Skip Union members after infaillible types.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-11-09T17:53:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "95cd8c45ecc5432490d6437b557a4b2b664aa10f",
"body": null,
"is_bot": false,
"headline": "CI Py3.11.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-11-09T17:53:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1f7b6d840baba333c43c6d77aeac05ba13f815f3",
"body": null,
"is_bot": false,
"headline": "Release v6.4.0.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-07-19T17:12:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f68a70b4adc7222bc237ea231571ecc752cc35b6",
"body": "Co-authored-by: Antony Lee <anntzer.lee@gmail.com>",
"is_bot": false,
"headline": "Add support for Optional[Tuple[...]] (#115) (#116)",
"author_name": "neelmraman",
"author_login": "neelmraman",
"committed_at": "2022-06-21T16:42:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "34b8d39b72af2fbc149ade13a0e9c3fd8a8bfba6",
"body": null,
"is_bot": false,
"headline": "Tweak _is_constructible_from_str.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-05-11T08:49:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10756451b71b12441bf620f5b685c181093193ba",
"body": null,
"is_bot": false,
"headline": "Fix exception for unparseable types (#112)",
"author_name": "Evan",
"author_login": "evanunderscore",
"committed_at": "2022-05-11T00:47:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5a24efeb4ef187e23eee02a107bd1755b13509a0",
"body": null,
"is_bot": false,
"headline": "Track coverage for `python -mdefopt`.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-05-08T10:53:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "060939d1b543a77ddb7c644a86ccbe4664468bf9",
"body": null,
"is_bot": false,
"headline": "Slightly improve coverage & tweak coverage reporting.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-05-08T10:53:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2f4fb3f2a36a78620eebedd22a962df202295530",
"body": null,
"is_bot": false,
"headline": "Replace pydoc.locate by pkgutil.resolve_name (for faster import).",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-05-07T22:59:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a252d7cebfda3d8494a33056144937fbdb2b5f9a",
"body": null,
"is_bot": false,
"headline": "Don't require typing_inspect on py3.8.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-04-12T21:02:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5526801a4d47f68e999370b9ebc9105ce05bf3d5",
"body": null,
"is_bot": false,
"headline": "Downgrade bind and bind_known to provisional status.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-04-03T22:07:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6f5a50d247d88ff9c4c8dfe20d750d6751796b04",
"body": null,
"is_bot": false,
"headline": "Add bind_known and intermixed.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-04-03T22:07:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3f99d2d402695eb4d89573b2bca8702c3295f850",
"body": null,
"is_bot": false,
"headline": "Handle suppressed tracebacks in bind().",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-03-24T23:03:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "180a7193d789d179f85ebda2bb259deb0438f8f2",
"body": null,
"is_bot": false,
"headline": "Add support for URLs in docstring (#108) (#109)",
"author_name": "neelmraman",
"author_login": "neelmraman",
"committed_at": "2022-03-21T21:07:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "040913e77e7b1af0f0e6c41a8c0ca67930b31527",
"body": null,
"is_bot": false,
"headline": "Fix nox docs.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-03-20T10:20:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fb889f66618b3f4762a34c85df7ed047d0893fc1",
"body": null,
"is_bot": false,
"headline": "Also check trailing whitespace.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-03-20T10:15:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d861348af3771bfe165be4406dc33de7f064ef08",
"body": null,
"is_bot": false,
"headline": "Fix enums-of-namedtuples.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-03-15T07:01:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c13be23339d19d11f921c162aef00a4808abdb3b",
"body": null,
"is_bot": false,
"headline": "Validate cli_options.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-03-15T07:01:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "543215a81b76e46ab7217f61699b98516ed241c9",
"body": null,
"is_bot": false,
"headline": "Tweak error message capitalization/punctuation.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-03-15T07:01:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cf08a1f3af14bb1f54e8a83aebaae1d02d6e1cc6",
"body": null,
"is_bot": false,
"headline": "Move changelog to root directory.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-02-21T16:15:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "38ea810f0065931abb2bf84088de47f0a6b4b1ec",
"body": null,
"is_bot": false,
"headline": "Fix UnboundLocalError.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-02-11T14:53:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "db2b2cf16b4788207bff057bf2e50ef6361c0404",
"body": null,
"is_bot": false,
"headline": "Tweak RTD config.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-02-11T13:09:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5fb6c67662617dcf34e9509eeb42cd0a4044f293",
"body": null,
"is_bot": false,
"headline": "Detailed coverage on CI.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-02-10T12:37:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a43cd41d7de21654500f9afa7f821379de269022",
"body": null,
"is_bot": false,
"headline": "Release v6.3.0.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-02-07T21:06:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "02e5c3cbf2c821d592e1991f241faabaabed7299",
"body": null,
"is_bot": false,
"headline": "Tweak RTD config.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-02-07T21:06:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0f91a6d788583e3841dc97f8ae1532c3f20faa5c",
"body": null,
"is_bot": false,
"headline": "Move line-length check to main test suite.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-02-07T20:39:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5618766a5bf7ed9cd5fb5f90af7e7b611916fe23",
"body": null,
"is_bot": false,
"headline": "Rework blank line handling.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-02-07T20:39:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "db4659d32210498666b3fbe7c769d3c56a2763a4",
"body": null,
"is_bot": false,
"headline": "Disable syntax highlighting when parsing.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-02-07T20:39:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c330241021d923fd9e7d9c37aa372c1bc5a1c0e7",
"body": null,
"is_bot": false,
"headline": "Add support for variable-length tuples and typing.Collection (#101)",
"author_name": "Neel Raman",
"author_login": "neelmraman",
"committed_at": "2022-01-27T10:31:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6e73ab9ed5f943de1ea997d2da2f4cc3a0c23c3e",
"body": null,
"is_bot": false,
"headline": "Suppress exception chaining in _get_parser.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-01-22T12:05:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fdd5e28b60063789fd1685d44b2162a87928ab2b",
"body": "…_str.",
"is_bot": false,
"headline": "Check tuple element parsers earlier; robustify _is_constructible_from…",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-01-22T11:44:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5df75a72ce6bb6ac76d6c584f84e7ea83175d51a",
"body": "Requires sphinx 4.4 per sphinx#9194.",
"is_bot": false,
"headline": "Drop dependency on sphinx-autodoc-typehints.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2022-01-18T10:27:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "92b607a0c834baae04fa092a25a9c46e12651fcd",
"body": null,
"is_bot": false,
"headline": "Make Optional[bool] still act as a flag.",
"author_name": "Scott Barlow",
"author_login": "Spectre5",
"committed_at": "2022-01-06T09:18:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "18e705775e85d2eac64977f363b6b494307eccc7",
"body": null,
"is_bot": false,
"headline": "Update examples.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-12-30T23:13:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bffadb43ad266d172b863a1fdc87b4e9f9096330",
"body": null,
"is_bot": false,
"headline": "Switch to importlib.metadata version.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-12-23T01:09:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7abeef766732d6b5fee5a7e6f3390310cb837af6",
"body": null,
"is_bot": false,
"headline": "Refactor _make_store_tuple_action_class.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-12-23T01:09:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3cb3f8f66676a351b669e5f78796c4ee1b1a0255",
"body": null,
"is_bot": false,
"headline": "Updates to features.rst.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-12-23T01:09:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a697409420e77010f83b51b217d0a4ab61d51acc",
"body": null,
"is_bot": false,
"headline": "Release v6.2.0.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-11-24T15:41:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "398c62833897f5ad65b39bdd24e2c7b527f34601",
"body": null,
"is_bot": false,
"headline": "Support A|B-style unions.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-11-22T16:13:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e9a377e01f2cf8527f6f226a78820fdc73e9b6d7",
"body": null,
"is_bot": false,
"headline": "Clarify union reordering limitation.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-11-22T16:13:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10c2f27244cf53514cef0c7c124e95d4128ae5d5",
"body": null,
"is_bot": false,
"headline": "Add noxfile (#93)",
"author_name": "Spectre5",
"author_login": "Spectre5",
"committed_at": "2021-11-11T11:32:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "699e90ebdbbf6a841aefa8b1856e6348a05d82f1",
"body": "The strict_kwonly flag only affects parameters that have a default value\n- when set to False, parameters with default values are accepted as\nkeyword arguments instead of postional arguments.\n\nDeprecate strict_kwonly and replace by options=\"has_default\" (i.e.\nstrict_kwonly=False), =\"kwonly\" (strict_kwonly=True), \"all\" (all\nparameters accepted as keyword arguments)",
"is_bot": false,
"headline": "Add cli_options parameter that replaces strict_kwonly",
"author_name": "Mike",
"author_login": null,
"committed_at": "2021-11-07T22:24:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "36eb48b0d1e4f9738a595906688095460d12181a",
"body": null,
"is_bot": false,
"headline": "Add recursive subcommands",
"author_name": "Scott Barlow",
"author_login": "Spectre5",
"committed_at": "2021-11-07T22:24:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b22d0f7e1e33cc9a789ca573e598f120994320df",
"body": null,
"is_bot": false,
"headline": "Fix quotes.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-11-05T13:51:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9d90efe30ae85535ac98102606e311ba1ba4ab27",
"body": null,
"is_bot": false,
"headline": "Bump to docutils>=0.12.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-11-04T11:03:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c6f499c4c1e423208c2e8d0da95b9bcbf03d8cb7",
"body": null,
"is_bot": false,
"headline": "Improve test coverage.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-11-04T11:03:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "22308f698d75cf92729ccae240de68a93ac709e9",
"body": null,
"is_bot": false,
"headline": "Support single-element tuples in docstrings.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-11-04T11:03:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ec205d3664b2eecc13f10c969dd4a83cfa98f0e1",
"body": null,
"is_bot": false,
"headline": "Add bind() public API.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-11-04T11:03:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "46cadff0abddac97130a9c0fb8f78ef8574dad5f",
"body": "Depends on typing_inspect#82.",
"is_bot": false,
"headline": "Move exc_types to augmented signature.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-11-04T11:03:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1f6aa27dd9b40fb5e2e6c39d837ce4878938c048",
"body": null,
"is_bot": false,
"headline": "CI Py3.10.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-11-04T11:03:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fbd889539f09b0af3d38cea4c6466bdd8e7d363f",
"body": null,
"is_bot": false,
"headline": "Switch CI out of conda.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-10-05T11:11:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ddc583bd6885563b7ec88d4af0291b40d3a1eef8",
"body": null,
"is_bot": false,
"headline": "Give preference to None parsers in Unions.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-09-30T12:35:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1ed2b20efcb6ead0fc2d325040c6820675c20c7f",
"body": null,
"is_bot": false,
"headline": "Update backcompat shims.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-08-28T15:04:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5e62ed12bbeeb59dac33688b1c02963987833db1",
"body": null,
"is_bot": false,
"headline": "conda doesn't force pip presence.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-08-28T15:04:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "55304f6c2e2f55c099355f1faaf2099f47fb4734",
"body": null,
"is_bot": false,
"headline": "Update setuptools_scm integration.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-08-28T15:04:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dfb610da4e7030c046f45b36dae87a962b6c75ca",
"body": null,
"is_bot": false,
"headline": "Remove a traceback frame.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-08-28T15:04:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf16c57ebf9660a58664354c501725c6a3f8fedf",
"body": null,
"is_bot": false,
"headline": "Style/doc fixes.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-08-28T15:04:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c8f89dfd5c3b5ee3df7b5f3a02d995d81a72637f",
"body": null,
"is_bot": false,
"headline": "Simplify handling of bool flags.",
"author_name": "Antony Lee",
"author_login": "anntzer",
"committed_at": "2021-08-28T15:04:46Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 27,
"commits_last_year": 2,
"latest_release_at": "2025-06-15T21:38:45Z",
"latest_release_tag": "v7.0.0",
"releases_from_tags": true,
"days_since_last_push": 283,
"active_weeks_last_year": 2,
"days_since_latest_release": 400,
"mean_days_between_releases": 270.3
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 42,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "defopt",
"exists": true,
"license": null,
"keywords": [
"argument parser",
"optparse",
"argparse",
"getopt",
"docopt",
"sphinx",
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/defopt/",
"is_deprecated": false,
"latest_version": "7.0.0",
"repository_url": "https://github.com/anntzer/defopt",
"versions_count": 26,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 40554,
"first_published_at": "2016-02-08T13:43:32.984423Z",
"latest_published_at": "2025-06-19T06:48:48.835419Z",
"latest_version_yanked": null,
"days_since_latest_publish": 397
}
]
},
"popularity": {
"forks": 14,
"stars": 229,
"watchers": 8,
"fork_history": {
"days": [
{
"date": "2016-03-08",
"count": 1
},
{
"date": "2016-06-15",
"count": 1
},
{
"date": "2016-12-05",
"count": 1
},
{
"date": "2016-12-17",
"count": 1
},
{
"date": "2018-03-01",
"count": 1
},
{
"date": "2019-01-10",
"count": 1
},
{
"date": "2020-12-27",
"count": 1
},
{
"date": "2021-10-23",
"count": 1
},
{
"date": "2021-11-03",
"count": 1
},
{
"date": "2022-01-23",
"count": 1
},
{
"date": "2022-08-04",
"count": 1
},
{
"date": "2025-05-27",
"count": 1
},
{
"date": "2025-09-05",
"count": 1
}
],
"complete": true,
"collected": 13,
"total_forks": 14
},
"star_history": {
"days": [
{
"date": "2016-02-09",
"count": 1
},
{
"date": "2016-02-16",
"count": 1
},
{
"date": "2016-02-17",
"count": 11
},
{
"date": "2016-02-18",
"count": 4
},
{
"date": "2016-02-19",
"count": 8
},
{
"date": "2016-02-20",
"count": 10
},
{
"date": "2016-02-21",
"count": 6
},
{
"date": "2016-02-22",
"count": 7
},
{
"date": "2016-02-23",
"count": 2
},
{
"date": "2016-02-24",
"count": 2
},
{
"date": "2016-02-25",
"count": 5
},
{
"date": "2016-02-26",
"count": 6
},
{
"date": "2016-02-27",
"count": 3
},
{
"date": "2016-02-28",
"count": 2
},
{
"date": "2016-02-29",
"count": 2
},
{
"date": "2016-03-03",
"count": 1
},
{
"date": "2016-03-05",
"count": 2
},
{
"date": "2016-03-07",
"count": 2
},
{
"date": "2016-03-13",
"count": 1
},
{
"date": "2016-03-19",
"count": 1
},
{
"date": "2016-04-15",
"count": 1
},
{
"date": "2016-04-19",
"count": 1
},
{
"date": "2016-05-08",
"count": 1
},
{
"date": "2016-05-20",
"count": 1
},
{
"date": "2016-06-01",
"count": 1
},
{
"date": "2016-06-18",
"count": 1
},
{
"date": "2016-11-17",
"count": 3
},
{
"date": "2016-11-18",
"count": 1
},
{
"date": "2016-11-21",
"count": 1
},
{
"date": "2016-12-17",
"count": 7
},
{
"date": "2016-12-18",
"count": 2
},
{
"date": "2016-12-20",
"count": 1
},
{
"date": "2016-12-24",
"count": 1
},
{
"date": "2016-12-31",
"count": 1
},
{
"date": "2017-02-02",
"count": 1
},
{
"date": "2017-06-19",
"count": 1
},
{
"date": "2017-06-28",
"count": 2
},
{
"date": "2017-08-04",
"count": 1
},
{
"date": "2017-10-16",
"count": 1
},
{
"date": "2017-10-21",
"count": 1
},
{
"date": "2018-03-01",
"count": 1
},
{
"date": "2018-05-18",
"count": 1
},
{
"date": "2018-08-20",
"count": 1
},
{
"date": "2018-08-21",
"count": 1
},
{
"date": "2018-12-29",
"count": 1
},
{
"date": "2019-03-20",
"count": 1
},
{
"date": "2019-05-16",
"count": 1
},
{
"date": "2019-08-19",
"count": 1
},
{
"date": "2019-08-23",
"count": 1
},
{
"date": "2019-09-14",
"count": 1
},
{
"date": "2019-12-27",
"count": 1
},
{
"date": "2020-01-20",
"count": 1
},
{
"date": "2020-01-30",
"count": 1
},
{
"date": "2020-01-31",
"count": 1
},
{
"date": "2020-04-03",
"count": 1
},
{
"date": "2020-04-04",
"count": 1
},
{
"date": "2020-04-16",
"count": 1
},
{
"date": "2020-04-26",
"count": 1
},
{
"date": "2020-05-16",
"count": 1
},
{
"date": "2020-05-29",
"count": 1
},
{
"date": "2020-06-25",
"count": 1
},
{
"date": "2020-06-28",
"count": 1
},
{
"date": "2020-06-29",
"count": 1
},
{
"date": "2020-06-30",
"count": 2
},
{
"date": "2020-07-07",
"count": 1
},
{
"date": "2020-08-28",
"count": 2
},
{
"date": "2020-09-05",
"count": 1
},
{
"date": "2020-09-25",
"count": 1
},
{
"date": "2021-02-16",
"count": 1
},
{
"date": "2021-02-27",
"count": 1
},
{
"date": "2021-03-23",
"count": 1
},
{
"date": "2021-04-02",
"count": 4
},
{
"date": "2021-07-07",
"count": 2
},
{
"date": "2021-07-14",
"count": 1
},
{
"date": "2021-07-15",
"count": 3
},
{
"date": "2021-08-31",
"count": 1
},
{
"date": "2021-10-14",
"count": 1
},
{
"date": "2021-10-21",
"count": 1
},
{
"date": "2021-10-22",
"count": 1
},
{
"date": "2021-12-19",
"count": 1
},
{
"date": "2022-01-06",
"count": 1
},
{
"date": "2022-02-03",
"count": 1
},
{
"date": "2022-02-08",
"count": 1
},
{
"date": "2022-02-21",
"count": 1
},
{
"date": "2022-02-25",
"count": 1
},
{
"date": "2022-02-28",
"count": 1
},
{
"date": "2022-03-11",
"count": 1
},
{
"date": "2022-03-22",
"count": 1
},
{
"date": "2022-07-12",
"count": 1
},
{
"date": "2022-08-27",
"count": 5
},
{
"date": "2022-08-31",
"count": 1
},
{
"date": "2022-09-07",
"count": 1
},
{
"date": "2022-10-25",
"count": 1
},
{
"date": "2022-11-06",
"count": 1
},
{
"date": "2022-12-04",
"count": 3
},
{
"date": "2022-12-13",
"count": 1
},
{
"date": "2022-12-17",
"count": 1
},
{
"date": "2023-01-14",
"count": 1
},
{
"date": "2023-01-20",
"count": 1
},
{
"date": "2023-02-24",
"count": 3
},
{
"date": "2023-03-04",
"count": 1
},
{
"date": "2023-03-12",
"count": 2
},
{
"date": "2023-04-16",
"count": 1
},
{
"date": "2023-04-22",
"count": 1
},
{
"date": "2023-05-05",
"count": 1
},
{
"date": "2023-05-29",
"count": 1
},
{
"date": "2023-06-16",
"count": 4
},
{
"date": "2023-06-17",
"count": 1
},
{
"date": "2023-06-19",
"count": 4
},
{
"date": "2023-06-20",
"count": 2
},
{
"date": "2023-06-21",
"count": 1
},
{
"date": "2023-06-22",
"count": 1
},
{
"date": "2023-07-31",
"count": 1
},
{
"date": "2024-05-12",
"count": 1
},
{
"date": "2024-05-15",
"count": 1
},
{
"date": "2024-07-27",
"count": 1
},
{
"date": "2024-08-01",
"count": 2
},
{
"date": "2024-09-17",
"count": 1
},
{
"date": "2024-11-01",
"count": 1
},
{
"date": "2024-11-14",
"count": 1
},
{
"date": "2024-12-25",
"count": 2
},
{
"date": "2025-01-09",
"count": 1
},
{
"date": "2025-01-18",
"count": 1
},
{
"date": "2025-04-27",
"count": 1
},
{
"date": "2025-07-02",
"count": 1
},
{
"date": "2025-10-07",
"count": 1
},
{
"date": "2025-10-12",
"count": 1
},
{
"date": "2025-10-18",
"count": 1
},
{
"date": "2025-10-19",
"count": 1
},
{
"date": "2025-11-26",
"count": 1
},
{
"date": "2025-12-04",
"count": 2
},
{
"date": "2025-12-11",
"count": 1
},
{
"date": "2026-01-26",
"count": 1
},
{
"date": "2026-02-04",
"count": 1
},
{
"date": "2026-05-15",
"count": 1
}
],
"complete": true,
"collected": 229,
"total_stars": 229
},
"open_issues_and_prs": 9
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [
"doc/Makefile",
"noxfile.py"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [],
"largest_source_bytes": 60666,
"source_files_sampled": 15,
"oversized_source_files": 1,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [],
"collected": true,
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 4,
"assessed_package": "pypi:defopt@7.0.0",
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "docutils",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.12"
},
{
"name": "sphinxcontrib-napoleon",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.7.0"
},
{
"name": "importlib_metadata",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.0"
},
{
"name": "typing_inspect",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.8.0"
},
{
"name": "pkgutil_resolve_name",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": null
},
{
"name": "colorama",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.3.4"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "colorama",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "docutils",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "importlib-metadata",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pkgutil-resolve-name",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-napoleon",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "typing-inspect",
"direct": true,
"version": null,
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 6,
"direct_count": 6,
"indirect_count": 0
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 46,
"open_issues": 9,
"closed_ratio": 0.878,
"closed_issues": 65,
"closed_unmerged_prs": 13
},
"bus_factor": 1,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "anntzer",
"commits": 219,
"avatar_url": "https://avatars.githubusercontent.com/u/1322974?v=4"
},
{
"type": "User",
"login": "evanunderscore",
"commits": 116,
"avatar_url": "https://avatars.githubusercontent.com/u/13419218?v=4"
},
{
"type": "User",
"login": "Spectre5",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/31610422?v=4"
},
{
"type": "User",
"login": "neelmraman",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/42706631?v=4"
},
{
"type": "User",
"login": "nh13",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/846274?v=4"
},
{
"type": "User",
"login": "macdems",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/759022?v=4"
}
],
"contributors_sampled": 6,
"top_contributor_share": 0.637
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"build.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 10,
"reason": "1 out of 1 merged PRs checked by a CI test -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 0,
"reason": "Found 1/30 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 0,
"reason": "project has 0 contributing companies or organizations -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"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",
"score": 0,
"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": 0,
"reason": "0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0",
"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": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"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": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"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": "0ffa53b0a41b2806484e9d81ccdfc4d92757068e",
"ran_at": "2026-07-21T19:10:47Z",
"aggregate_score": 3.2,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/anntzer/defopt",
"host": "github.com",
"name": "defopt",
"owner": "anntzer"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 52,
"inputs": {
"security": 46,
"vitality": 21,
"community": 58,
"governance": 57,
"engineering": 81
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "critical",
"name": "Vitality",
"value": 21,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "critical",
"name": "Development activity",
"note": null,
"notes": [],
"value": 9,
"inputs": {
"commits_last_year": 2,
"human_commit_share": 1,
"days_since_last_push": 283,
"active_weeks_last_year": 2
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 283 days ago",
"points": 3.6,
"status": "partial",
"details": [
{
"code": "push_recency",
"params": {
"days": 283
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "2/52 weeks with commits",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 2
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "2 commits in the last year",
"points": 4.3,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 2
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "at_risk",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 40,
"inputs": {
"releases_count": 27,
"latest_release_tag": "v7.0.0",
"releases_from_tags": true,
"days_since_latest_release": 400,
"mean_days_between_releases": 270.3
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "27 version tags (no GitHub releases)",
"points": 16.2,
"status": "partial",
"details": [
{
"code": "version_tags_no_releases",
"params": {
"count": 27
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 400 days ago",
"points": 7.2,
"status": "partial",
"details": [
{
"code": "release_recency",
"params": {
"days": 400
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~270.3 days",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 270.3
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "queues_not_read",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 283,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 58,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "moderate",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 52,
"inputs": {
"forks": 14,
"stars": 229,
"watchers": 8,
"growth_state": "organic",
"growth_factor_pct": 100
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "229 stars",
"points": 38.2,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 229
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "14 forks",
"points": 9.3,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 14
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "8 watchers",
"points": 4.7,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 8
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "good",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 77,
"inputs": {
"packages": [
"defopt"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 40554
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "40,554 downloads/month across pypi",
"points": 61.4,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 40554,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 57,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 25,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 6,
"top_contributor_share": 0.637
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 64% of commits",
"points": 8.2,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 64
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "6 contributors",
"points": 8.1,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 6
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 71,
"inputs": {
"merged_prs": 46,
"open_issues": 9,
"closed_issues": 65,
"issue_closed_ratio": 0.878,
"closed_unmerged_prs": 13
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "88% of issues closed",
"points": 41,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 88
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "46/59 decided PRs merged",
"points": 29.8,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 46,
"decided": 59
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 1/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 63,
"inputs": {
"followers": 132,
"owner_type": "User",
"is_verified": null,
"owner_login": "anntzer",
"public_repos": 122,
"account_age_days": 5304
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "132 followers of anntzer",
"points": 15.3,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 132,
"login": "anntzer"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "122 public repos, account ~14 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 122
}
},
{
"code": "account_age_years",
"params": {
"years": 14
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "good",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 79,
"inputs": {
"packages": [
"defopt"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 397
},
"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 397 days ago",
"points": 14,
"status": "partial",
"details": [
{
"code": "publish_recency",
"params": {
"days": 397
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "26 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 26
}
}
],
"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": 81,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"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": "1 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 1
}
}
],
"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": "1 out of 1 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"cli"
],
"has_wiki": true,
"homepage": "https://pypi.org/project/defopt/",
"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": "https://pypi.org/project/defopt/",
"points": 15,
"status": "met",
"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": "1 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 1
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 46,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 32,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 3.2
},
"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": "1 out of 1 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": "Found 1/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"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": "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": "0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0",
"points": 0,
"status": "missed",
"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": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:defopt@7.0.0 runtime dependency closure — what installing the published package pulls in — 4 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:defopt@7.0.0",
"assessed": 4
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 4,
"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": "excellent",
"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": 4,
"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": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 31,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 4,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.08,
"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": "8 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 4.3,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 8,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"doc/Makefile",
"noxfile.py"
],
"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": "doc/Makefile, noxfile.py",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "doc/Makefile, noxfile.py"
}
}
],
"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": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 51,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 60666,
"source_files_sampled": 15,
"oversized_source_files": 1
},
"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": "1/15 source files over 60KB",
"points": 51.3,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 15,
"oversized": 1
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-21T19:10:55.543474Z",
"schema_version": "0.23.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/anntzer/defopt.svg",
"full_name": "anntzer/defopt",
"license_state": "standard",
"license_spdx": "MIT"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.23.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.