Public record
Software health reportschema 0.25.0 · metrics 1.13.0 · 2026-07-21 23:03 UTC

angr / pydemumble

A Python wrapper library for demumble; demumble is a tool to demangle C++, Rust, and Swift symbol names.

Python · C++ · ShellBSD-2-Clause★ 9 stars⑂ 1 forksince Feb 2025View on GitHub ↗

angr/pydemumble holds a health index of 55 out of 100, placing it in the Moderate band. It scores highest on Sustainability & Governance (65/100) and lowest on AI Readiness (21/100). It was last updated today. A single contributor accounts for most of its recent work.

55
overall / 100
Moderate

Software 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.

55
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)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

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

angrOrganization
525 followers55 public repossince May 2015

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIpydemumble0.1.3-50 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

64Moderate · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
1.4/36Commit cadence — 2/52 weeks with commits
11.3/18Commit volume — 17 commits in the last year
10/10OpenSSF Scorecard: Maintained — 19 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year17
human_commit_share1
days_since_last_push0
active_weeks_last_year2
How it's scored
16.2/27Ships releases — 4 version tags (no GitHub releases)
36/36Release recency — latest release 0 days ago
12.6/27Release cadence — a release every ~173.9 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count4
latest_release_tagv0.1.3
releases_from_tagsyes
days_since_latest_release0
mean_days_between_releases173.9
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?

33At risk · 18% of overall
How it's scored
14.6/60Stars — 9 stars
0/25Forks — 1 forks
4.7/15Watchers — 8 watchers
Inputs used
forks1
stars9
watchers8
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonbelow_threshold
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (BSD-2-Clause)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

65Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
11.2/22.5Commit distribution — top contributor authored 50% of commits
2.7/13.5Contributor breadth — 2 contributors
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor1
contributors_sampled2
top_contributor_share0.5
How it's scored
0/46.8Issue resolution — no issues or no data
38.2/38.3PR acceptance — 2/2 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/24 approved changesets -- score normalized to 0
Inputs used
merged_prs2
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
19.6/25Owner reach — 525 followers of angr
24.7/25Track record — 55 public repos, account ~11 yr old
Inputs used
followers525
owner_typeOrganization
is_verified
owner_loginangr
public_repos55
account_age_days4,080
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 5 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagespydemumble
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

61Moderate · 20% of overall
How it's scored
24/24CI workflows — 2 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 2 out of 2 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

50Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

45At risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 2 out of 2 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/24 approved changesets -- score normalized to 0
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 19 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.5
Excluded from scoring (no data or not applicable): signed_releases. Remaining weights renormalized.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

21Critical · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
2.8/40Legible commit history — 2 of 38 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.053
agent_instruction_files
agent_instruction_max_bytes
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
0/11Static type checking
0/10Reproducible environment
0/10Demonstrated agent practice — no agent-authored commits among the last 38
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
How it's scored
0/45Type-checkable code — Python without a type-check config
55/55Manageable file sizes — 0/11 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes6,489
source_files_sampled11
oversized_source_files0

Key facts

9GitHub stars
2contributors
17commits, last 12 months
0days since last push
4releases
1bus factor
0open issues
PyPIpackage ecosystems

Data collection warnings

  • deps.dev does not index pypi:pydemumble@0.1.3; advisories assessed against the repository dependency graph instead
  • No resolved dependencies carried a version and a supported ecosystem

More detail

Star and fork history 9 ★ / 1 ⇿
9Stars
1Forks
1Releases

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.

02468109142025-022025-102026-07
Major 0Minor 0Patch 1

Each point covers 2 days.

OpenSSF Scorecard 4.5 / 10
4.5aggregate

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 · 2026-07-21 23:03 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests2 out of 2 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/24 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained19 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
All dependencies 2

Full resolved dependency set from the GitHub dependency graph: 0 direct and 2 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPInanobindindirect
PyPIscikit-build-coreindirect
Dependency advisories not assessed

Advisory matching could not run for this report: No resolved dependencies carried a version and a supported ecosystem

Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 417,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "C++": 8089,
        "CMake": 2466,
        "Shell": 3892,
        "Python": 21481
      },
      "pushed_at": "2026-07-21T20:31:58Z",
      "created_at": "2025-02-14T23:32:44Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T20:31:55Z",
      "description": "A Python wrapper library for demumble; demumble is a tool to demangle C++, Rust, and Swift symbol names.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "BSD-2-Clause",
      "default_branch": "master",
      "license_spdx_raw": "BSD-2-Clause",
      "primary_language": "Python",
      "significant_languages": [
        "Python",
        "C++",
        "Shell"
      ]
    },
    "owner": {
      "blog": "https://angr.io",
      "name": null,
      "type": "Organization",
      "login": "angr",
      "company": null,
      "location": null,
      "followers": 525,
      "avatar_url": "https://avatars.githubusercontent.com/u/12520807?v=4",
      "created_at": "2015-05-20T00:15:44Z",
      "is_verified": null,
      "public_repos": 55,
      "account_age_days": 4080
    },
    "license": {
      "state": "standard",
      "spdx_id": "BSD-2-Clause",
      "raw_spdx": "BSD-2-Clause",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.1.3",
          "kind": "patch",
          "published_at": "2026-07-21T20:30:11Z"
        },
        {
          "tag": "v0.1.2",
          "kind": "patch",
          "published_at": "2026-07-14T22:55:59Z"
        },
        {
          "tag": "v0.1.1",
          "kind": "patch",
          "published_at": "2026-07-14T00:44:54Z"
        },
        {
          "tag": "v0.0.1",
          "kind": "patch",
          "published_at": "2025-02-15T05:09:27Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "543005425090d579ebb752ae771c97242efe085b",
          "body": null,
          "is_bot": false,
          "headline": "Verison bump to 0.1.3",
          "author_name": "tedanvosin",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-21T20:30:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b95b1098ad1d791006b18d1c4facd0d8ab366bd2",
          "body": null,
          "is_bot": false,
          "headline": "split tests and add new tests",
          "author_name": "tedanvosin",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-21T20:28:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c2edd7428add9b1d1ffcecb8dedcfcd03fbacb2",
          "body": null,
          "is_bot": false,
          "headline": "update tests",
          "author_name": "tedanvosin",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-16T00:06:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5fd2542e6dd6b2809cb63f4dfff882f4a6d3a595",
          "body": null,
          "is_bot": false,
          "headline": "keep legacy rust symbol hashes",
          "author_name": "tedanvosin",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-16T00:06:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a8adc8f8788620f2024e88891c57f5036ee1e8f4",
          "body": null,
          "is_bot": false,
          "headline": "bump to 0.1.2",
          "author_name": "tedanvosin",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-14T22:55:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f702616acd3b337baa9d7c8d2a5d345a699ba8a3",
          "body": null,
          "is_bot": false,
          "headline": "update minimum python version",
          "author_name": "tedanvosin",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-14T22:55:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "456852dfedb9153e22168157bca6adddae35b0d9",
          "body": null,
          "is_bot": false,
          "headline": "fix workflows",
          "author_name": "tedanvosin",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-14T22:54:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22b2913a5bbf9cdc51d05e68542269a74e8ec978",
          "body": null,
          "is_bot": false,
          "headline": "ci update",
          "author_name": "tedanvosin",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-14T00:44:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb86dab32e873aa512d8ed03f5042b29da217049",
          "body": null,
          "is_bot": false,
          "headline": "bump to 0.1.1.post1",
          "author_name": "tedanvosin",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-13T23:59:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78d18345460e40093b3d9379ce08a18ff0364068",
          "body": null,
          "is_bot": false,
          "headline": "bump version",
          "author_name": "tedanvosin",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-13T23:34:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "72152c1766ee9c3f642c292c43ad7d4736d78242",
          "body": null,
          "is_bot": false,
          "headline": "add rust legacy demangling",
          "author_name": "tedanvosin",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-13T23:13:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ca9efa5428ec3994fcc893b31d30eaa5c5b88db",
          "body": "fix deprecated runners on ci",
          "is_bot": false,
          "headline": "Merge pull request #2 from tedanvosin/fix/ci",
          "author_name": "Vedant Soni",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-13T23:09:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e4d3b4bc639c66fe365745a09a669942f3b08b7e",
          "body": null,
          "is_bot": false,
          "headline": "fix deprecated runners on ci",
          "author_name": "tedanvosin",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-13T23:04:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ecedd26ef81018ed747bb242a0971ed39021e2a",
          "body": "Move away from demumble",
          "is_bot": false,
          "headline": "Merge pull request #1 from tedanvosin/move-away-from-demumble",
          "author_name": "Vedant Soni",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-13T22:53:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db9df54680fe45ce59456f28d57ba40218efb11d",
          "body": null,
          "is_bot": false,
          "headline": "add testcases",
          "author_name": "tedanvosin",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-13T18:59:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c5d57a015a8e8a90d15e5731e1074fe1fefe9458",
          "body": null,
          "is_bot": false,
          "headline": "Update cmakelist",
          "author_name": "tedanvosin",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-13T18:58:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bbe63a521fa99e277e63b2438f908de01a26896e",
          "body": null,
          "is_bot": false,
          "headline": "Add copied llvm and swift demangler files",
          "author_name": "tedanvosin",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-13T18:58:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0c1a21185c24756cbc1bff8ed3c8c7fb6b2f460",
          "body": null,
          "is_bot": false,
          "headline": "Add copying scripts for llvm and swift demanglers",
          "author_name": "tedanvosin",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-13T18:57:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dba67bcd87688d6d6f1b7844ce2f02252685185e",
          "body": null,
          "is_bot": false,
          "headline": "remove demumble as submodule",
          "author_name": "tedanvosin",
          "author_login": "tedanvosin",
          "committed_at": "2026-07-13T18:56:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0a0cb2da9cba52d7427455a3f3890b141b35d1e",
          "body": null,
          "is_bot": false,
          "headline": "Switch to trusted publishing.",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-15T05:09:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd224ef2a273ecfb34e8a0e133007ca3322cb28e",
          "body": null,
          "is_bot": false,
          "headline": "Skip GitHub release.",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-15T04:49:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fcab7d90ca53c496bc7cd48e8dab57505df6764b",
          "body": "…it-build.\n\nFix gh-action-pypi-publish version.",
          "is_bot": false,
          "headline": "Add sdist exclusion - does not seem to work that well though for scik…",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-15T04:38:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "93602b7e8f3b08e254d4167c50013f3a0fed95bd",
          "body": null,
          "is_bot": false,
          "headline": "Add .gitignore.",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-15T01:52:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7cc1584b5bd2687af67ac218058d545d371cac51",
          "body": null,
          "is_bot": false,
          "headline": "Adjust source location.",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-15T01:18:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "73a0ddb3a6a331d73be332c865323b36ae559e18",
          "body": null,
          "is_bot": false,
          "headline": "Build wheels for cp310, cp311, and cp312.",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-15T01:02:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4fa4651f49e0a61b45e794b386e8a1a0123b72c",
          "body": null,
          "is_bot": false,
          "headline": "Try a different python find_package.",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-15T00:56:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "95d14a861474676391d9fbbe596b595fbc8f91e8",
          "body": null,
          "is_bot": false,
          "headline": "Fix a warning.",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-15T00:48:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f378674e54a29638c890eab1ede18f0e29b4bf6",
          "body": null,
          "is_bot": false,
          "headline": "Test the correct directory.",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-15T00:47:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84524a88ca51f8a3cd83948f7e8213a95bd76e66",
          "body": null,
          "is_bot": false,
          "headline": "Check out submodules.",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-15T00:46:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "82c50385b2afb45cf336e72e839afc94f20ae227",
          "body": null,
          "is_bot": false,
          "headline": "Update test cases.",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-15T00:43:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9bae70813b7f98204be5d7cac28e5443d6e72d2c",
          "body": null,
          "is_bot": false,
          "headline": "Force itanium demangling to work for strings longer than 1 char.",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-15T00:40:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c14fbdcaafdbbf688f71ff694fe821f71f9cafa",
          "body": null,
          "is_bot": false,
          "headline": "Builds on Ubuntu.",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-15T00:33:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "839350387ec052ea49222ed02f9bebe2a99b1bdc",
          "body": null,
          "is_bot": false,
          "headline": "Update flags",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-15T00:26:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f7a283430b58e75a3840dc3cbb0bb6d8a9616d2",
          "body": null,
          "is_bot": false,
          "headline": "Move CMakeLists.txt around.",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-15T00:14:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "06e6734ca74424c72c78ac673230b6003e3861ef",
          "body": null,
          "is_bot": false,
          "headline": "Add LICENSE.",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-14T23:34:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2d46c5853b84326f234582cd4f8e5020d52aa8e7",
          "body": null,
          "is_bot": false,
          "headline": "First attempt.",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-14T23:31:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ba697cf3aed0e1755a4eac5c656d1a9f831e908f",
          "body": null,
          "is_bot": false,
          "headline": "Add submodules",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-14T23:31:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2d35076bf0fab7b6e80a7208fcbfcbc3b491a56e",
          "body": null,
          "is_bot": false,
          "headline": "Initial commit.",
          "author_name": "Fish",
          "author_login": "ltfish",
          "committed_at": "2025-02-14T22:16:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 4,
      "commits_last_year": 17,
      "latest_release_at": "2026-07-21T20:30:11Z",
      "latest_release_tag": "v0.1.3",
      "releases_from_tags": true,
      "days_since_last_push": 0,
      "active_weeks_last_year": 2,
      "days_since_latest_release": 0,
      "mean_days_between_releases": 173.9
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 50,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "pydemumble",
          "exists": true,
          "license": null,
          "keywords": [
            "License :: OSI Approved :: BSD License"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/pydemumble/",
          "is_deprecated": false,
          "latest_version": "0.1.3",
          "repository_url": "https://github.com/angr/pydemumble",
          "versions_count": 5,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2025-02-15T05:18:24.733721Z",
          "latest_published_at": "2026-07-21T20:35:20.419812Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 0
        }
      ]
    },
    "popularity": {
      "forks": 1,
      "stars": 9,
      "watchers": 8,
      "fork_history": {
        "days": [
          {
            "date": "2026-07-13",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 1,
        "total_forks": 1
      },
      "star_history": {
        "days": [
          {
            "date": "2025-02-15",
            "count": 2
          },
          {
            "date": "2025-02-16",
            "count": 2
          },
          {
            "date": "2025-02-18",
            "count": 2
          },
          {
            "date": "2025-02-19",
            "count": 1
          },
          {
            "date": "2025-08-22",
            "count": 1
          },
          {
            "date": "2026-05-23",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 9,
        "total_stars": 9
      },
      "open_issues_and_prs": 0
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 6489,
      "source_files_sampled": 11,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": "No resolved dependencies carried a version and a supported ecosystem",
        "scope": "repository_graph",
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 2,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "nanobind",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "scikit-build-core",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 2,
        "direct_count": 0,
        "indirect_count": 2
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 2,
        "open_issues": 0,
        "closed_ratio": null,
        "closed_issues": 0,
        "closed_unmerged_prs": 0
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "ltfish",
          "commits": 19,
          "avatar_url": "https://avatars.githubusercontent.com/u/5071575?v=4"
        },
        {
          "type": "User",
          "login": "tedanvosin",
          "commits": 19,
          "avatar_url": "https://avatars.githubusercontent.com/u/83280635?v=4"
        }
      ],
      "contributors_sampled": 2,
      "top_contributor_share": 0.5
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "pip.yml",
        "wheels.yml"
      ],
      "has_docs_dir": false,
      "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": "2 out of 2 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 0/24 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 6,
            "reason": "project has 2 contributing companies or organizations -- score normalized to 6",
            "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": 10,
            "reason": "19 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow 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": "543005425090d579ebb752ae771c97242efe085b",
        "ran_at": "2026-07-21T23:03:29Z",
        "aggregate_score": 4.5,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-21T20:35:24Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-07-13T23:09:44Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/angr/pydemumble",
    "host": "github.com",
    "name": "pydemumble",
    "owner": "angr"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 55,
      "inputs": {
        "security": 45,
        "vitality": 64,
        "community": 33,
        "governance": 65,
        "engineering": 61
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "moderate",
        "name": "Vitality",
        "value": 64,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 59,
            "inputs": {
              "commits_last_year": 17,
              "human_commit_share": 1,
              "days_since_last_push": 0,
              "active_weeks_last_year": 2
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "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": "17 commits in the last year",
                "points": 11.3,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 17
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "19 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "good",
            "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": 72,
            "inputs": {
              "releases_count": 4,
              "latest_release_tag": "v0.1.3",
              "releases_from_tags": true,
              "days_since_latest_release": 0,
              "mean_days_between_releases": 173.9
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "4 version tags (no GitHub releases)",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "version_tags_no_releases",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~173.9 days",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 173.9
                    }
                  }
                ],
                "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": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 0,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 0 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 33,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 19,
            "inputs": {
              "forks": 1,
              "stars": 9,
              "watchers": 8,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "below_threshold"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "9 stars",
                "points": 14.6,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "1 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "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 (BSD-2-Clause)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "BSD-2-Clause"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 65,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 29,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 2,
              "top_contributor_share": 0.5
            },
            "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 50% of commits",
                "points": 11.2,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 50
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "2 contributors",
                "points": 2.7,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "merged_prs": 2,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2/2 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 2,
                      "decided": 2
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/24 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 74,
            "inputs": {
              "followers": 525,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "angr",
              "public_repos": 55,
              "account_age_days": 4080
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "525 followers of angr",
                "points": 19.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 525,
                      "login": "angr"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "55 public repos, account ~11 yr old",
                "points": 24.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 55
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 11
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "pydemumble"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "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 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "5 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "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": "moderate",
        "name": "Engineering Quality",
        "value": 61,
        "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": "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": "2 out of 2 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": 45,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 45,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.5
            },
            "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": "2 out of 2 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 0/24 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "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": "19 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "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": "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": 1
            },
            "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": "critical",
        "name": "AI Readiness",
        "value": 21,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 3,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.053,
              "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": "2 of 38 human commits state their intent (structured subject or explanatory body)",
                "points": 2.8,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 2,
                      "sampled": 38
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "critical",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 22,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 38",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 38
                    }
                  }
                ],
                "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": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 6489,
              "source_files_sampled": 11,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/11 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 11,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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": [
    "deps.dev does not index pypi:pydemumble@0.1.3; advisories assessed against the repository dependency graph instead",
    "No resolved dependencies carried a version and a supported ecosystem"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T23:03:37.616173Z",
  "schema_version": "0.25.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/angr/pydemumble.svg",
  "full_name": "angr/pydemumble",
  "license_state": "standard",
  "license_spdx": "BSD-2-Clause"
}

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 v0.25.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsPyPI.