Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-26 18:26 UTC

vsoch / spack

A flexible package manager that supports multiple versions, configurations, platforms, and compilers.

PythonCustom license★ 1 star⑂ 2 forkssince Dec 2020forkView on GitHub ↗

vsoch/spack holds a health index of 24 out of 100, placing it in the Critical band. It scores highest on Sustainability & Governance (65/100) and lowest on Community & Adoption (9/100). It was last updated 1231 days ago. 9 contributors account for most of its recent work.

24
overall / 100
Critical

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.

24
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.

Abandonment Policy applies a 60% multiplier to weighted overall health and gives it a ceiling of 49.

Ownership

Vanessa SochatPersonal account
913 followers430 public repossince May 2011

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Metrics by category

Vitality

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

20Critical · 22% of overall
How it's scored
0/36Push recency — last push 1,231 days ago
0/36Commit cadence — 0/52 weeks with commits
0/18Commit volume — 0 commits in the last year
0/10OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Inputs used
commits_last_year0
human_commit_share1
days_since_last_push1,231
active_weeks_last_year0
How it's scored
16.2/27Ships releases — 27 version tags (no GitHub releases)
0/36Release recency — latest release 2,076 days ago
27/27Release cadence — a release every ~31.6 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count27
latest_release_tagv0.16.0
releases_from_tagsyes
days_since_latest_release2,076
mean_days_between_releases31.6
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?

9Critical · 18% of overall
How it's scored
0/60Stars — 1 stars
0/25Forks — 2 forks
0/15Watchers — 0 watchers
Inputs used
forks2
stars1
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
0/22.5README
16.9/22.5License — license file present, not a recognized license
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeno
has_licenseno
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
54/54Bus factor — 9 contributor(s) cover half of all commits
19.1/22.5Commit distribution — top contributor authored 15% of commits
13.5/13.5Contributor breadth — 100 contributors
10/10OpenSSF Scorecard: Contributors — project has 88 contributing companies or organizations
Inputs used
bus_factor9
contributors_sampled100
top_contributor_share0.151
How it's scored
23.4/46.8Issue resolution — 50% of issues closed
0/38.3PR acceptance — 0/51 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs0
open_issues2
closed_issues2
issue_closed_ratio0.5
closed_unmerged_prs51
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
21.3/25Owner reach — 913 followers of vsoch
25/25Track record — 430 public repos, account ~15 yr old
Inputs used
followers913
owner_typeUser
is_verified
owner_loginvsoch
public_repos430
account_age_days5,539
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

58Moderate · 20% of overall
How it's scored
24/24CI workflows — 3 workflow(s)
24/24Tests present
16/16Linter config — .flake8
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

25Critical
How it's scored
0/30README
0/25Documentation directory
15/15Documentation / homepage site — https://spack.io
0/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepagehttps://spack.io
has_readmeno
has_docs_dirno
has_descriptionno

Security

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

43At risk · 16% of overall
How it's scored
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — no data
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 88 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5License — license file detected
0/7.5Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — no data
0/5Pinned-Dependencies — no data
0/5SAST — no SAST tool detected
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_evaluated14
scorecard_versionv5.5.0
checks_inconclusive4
scorecard_aggregate4.3
Excluded from scoring (no data or not applicable): ci_tests, packaging, pinned_dependencies, 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.

58Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 100 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share1
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — lib/spack/docs/Makefile, lib/spack/spack/test/data/make/affirmative/capital_makefile/Makefile, lib/spack/spack/test/data/make/affirmative/check_test/Makefile, lib/spack/spack/test/data/make/affirmative/expansion/Makefile, lib/spack/spack/test/data/make/affirmative/gnu_makefile/GNUmakefile, lib/spack/spack/test/data/make/affirmative/include/Makefile, lib/spack/spack/test/data/make/affirmative/lowercase_makefile/makefile, lib/spack/spack/test/data/make/affirmative/prerequisites/Makefile, lib/spack/spack/test/data/make/affirmative/spaces/Makefile, lib/spack/spack/test/data/make/affirmative/test_check/Makefile, lib/spack/spack/test/data/make/affirmative/three_targets/Makefile, lib/spack/spack/test/data/make/negative/partial_match/Makefile, lib/spack/spack/test/data/make/negative/variable/Makefile, var/spack/repos/builtin/packages/alglib/Makefile
22/22Automated tests
11/11Lint / format config — .flake8
0/11Static type checking
10/10Reproducible environment — Dockerfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileyes
typed_languageno
bootstrap_fileslib/spack/docs/Makefile, lib/spack/spack/test/data/make/affirmative/capital_makefile/Makefile, lib/spack/spack/test/data/make/affirmative/check_test/Makefile, lib/spack/spack/test/data/make/affirmative/expansion/Makefile, lib/spack/spack/test/data/make/affirmative/gnu_makefile/GNUmakefile, lib/spack/spack/test/data/make/affirmative/include/Makefile, lib/spack/spack/test/data/make/affirmative/lowercase_makefile/makefile, lib/spack/spack/test/data/make/affirmative/prerequisites/Makefile, lib/spack/spack/test/data/make/affirmative/spaces/Makefile, lib/spack/spack/test/data/make/affirmative/test_check/Makefile, lib/spack/spack/test/data/make/affirmative/three_targets/Makefile, lib/spack/spack/test/data/make/negative/partial_match/Makefile, lib/spack/spack/test/data/make/negative/variable/Makefile, var/spack/repos/builtin/packages/alglib/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.
How it's scored
0/45Type-checkable code — Python without a type-check config
54.9/55Manageable file sizes — 12/6,591 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes194,701
source_files_sampled6,591
oversized_source_files12

Key facts

1GitHub stars
100contributors
0commits, last 12 months
1,231days since last push
27releases
9bus factor
2open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Community profile unavailable
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

OpenSSF Scorecard 4.3 / 10
4.3aggregate

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 · 2026-07-26 18:26 UTC

9Binary-Artifactsbinaries present in source code
0Branch-Protectionbranch protection not enabled on development/release branches
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 88 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
n/aPackagingpackaging workflow not detected
n/aPinned-Dependenciesinternal error: internal error: invalid Dockerfile
0SASTno SAST tool detected
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 not collected

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Raw JSON report machine-readable
{
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        "M4": 2111,
        "C++": 1810,
        "Lua": 2761,
        "PHP": 2106,
        "Tcl": 2461,
        "HTML": 1566,
        "CMake": 4495,
        "Shell": 174323,
        "Prolog": 33778,
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        "Makefile": 10118,
        "Dockerfile": 17550
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      "pushed_at": "2023-03-13T15:57:30Z",
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      "updated_at": "2025-11-06T01:24:39Z",
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    "license": {
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      "spdx_id": null,
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      "file_present": true,
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    "activity": {
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          "kind": "minor",
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        },
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        },
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        },
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          "published_at": "2019-10-26T06:19:36Z"
        },
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          "kind": "patch",
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        },
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          "kind": "minor",
          "published_at": "2018-11-13T17:05:17Z"
        },
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          "published_at": "2018-02-07T16:45:29Z"
        },
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        },
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        },
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          "body": null,
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          "headline": "Fix out of date remote spec.yamls while updating the index (#24811)",
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          "is_bot": false,
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          "body": "The developer can export environment variables that\r\nare seen by the compiler wrapper to then add the flags",
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          "headline": "debug: initial global debug flag support (#24285)",
          "author_name": "Vanessasaurus",
          "author_login": "vsoch",
          "committed_at": "2021-07-10T01:22:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "body": "* spec.splice: properly handle cached hash invalidations\r\n\r\n* make package_hash a cached hash on the spec",
          "is_bot": false,
          "headline": "spec.splice: properly handle cached hash invalidations (#24795)",
          "author_name": "Greg Becker",
          "author_login": "becker33",
          "committed_at": "2021-07-10T01:16:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "is_bot": false,
          "headline": "votca-tools: fix build with newer gcc/glibc (#24815)",
          "author_name": "Christoph Junghans",
          "author_login": "junghans",
          "committed_at": "2021-07-10T01:05:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d14520d6d86d2230be337a566e96a7951676d179",
          "body": "… (#24813)",
          "is_bot": false,
          "headline": "docker: remove boto3 from  CentOS 6 since it requires and updated pip…",
          "author_name": "Massimiliano Culpo",
          "author_login": "alalazo",
          "committed_at": "2021-07-10T00:45:30Z",
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          "is_coding_agent": false
        },
        {
          "oid": "78f65e7ce0e3ddbd73877179e0266abfc595db17",
          "body": "* openPMD-api: rename develop\r\n\r\nRename to match known Spack version comparison schemes:\r\n```\r\ndevelop>main>master>head>trunk>9999>0>z>a\r\n```\r\n\r\nCurrently, the hdf5 patch that is pre-0.14.0 is also applied to\r\n`dev`, which naturally fails (already applied).\r\n\r\n* fix dev in warpx",
          "is_bot": false,
          "headline": "openPMD-api: rename develop (#24810)",
          "author_name": "Axel Huebl",
          "author_login": "ax3l",
          "committed_at": "2021-07-09T22:43:28Z",
          "body_truncated": false,
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          "headline": "toml11: New package (#24620)",
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          "committed_at": "2021-07-09T18:13:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6ffec1d7867a965cb352c726d73dd23f51fd1d4",
          "body": "* py-markupsafe: add 2.0.1\r\n\r\n* Update var/spack/repos/builtin/packages/py-markupsafe/package.py\r\n\r\nCo-authored-by: Adam J. Stewart <ajstewart426@gmail.com>\r\n\r\nCo-authored-by: Adam J. Stewart <ajstewart426@gmail.com>",
          "is_bot": false,
          "headline": "py-markupsafe: add 2.0.1 (#24766)",
          "author_name": "Manuela Kuhn",
          "author_login": "manuelakuhn",
          "committed_at": "2021-07-09T18:04:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e177cb95fcc9aecdc7932632848b8425e20e549",
          "body": "Add 'InvalidAccessKeyId' to the list of error messages we expect\r\nand tolerate in push_mirror_contents()",
          "is_bot": false,
          "headline": "ci: tolerate 'InvalidAccessKeyId' (#24741)",
          "author_name": "Zack Galbreath",
          "author_login": "zackgalbreath",
          "committed_at": "2021-07-09T16:39:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "72585afcef41fd89aac5d9ac3ebde4fe19abe1fa",
          "body": "* hypre: Add releases 2.21.0 and 2.22.0",
          "is_bot": false,
          "headline": "hypre: Add new versions (#24625)",
          "author_name": "QuellynSnead",
          "author_login": null,
          "committed_at": "2021-07-09T16:25:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4037a94d1e974d4f79a148a8ec44e9622e81ffdc",
          "body": null,
          "is_bot": false,
          "headline": "Remove unnecessary compiler id override for XL (#24799)",
          "author_name": "Chris White",
          "author_login": "white238",
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            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "9 contributor(s) cover half of all commits",
                "points": 54,
                "status": "met",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 15% of commits",
                "points": 19.1,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 15
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 88 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 23,
            "inputs": {
              "merged_prs": 0,
              "open_issues": 2,
              "closed_issues": 2,
              "issue_closed_ratio": 0.5,
              "closed_unmerged_prs": 51
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "50% of issues closed",
                "points": 23.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 50
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "0/51 decided PRs merged",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 0,
                      "decided": 51
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "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": 70,
            "inputs": {
              "followers": 913,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "vsoch",
              "public_repos": 430,
              "account_age_days": 5539
            },
            "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": "913 followers of vsoch",
                "points": 21.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 913,
                      "login": "vsoch"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "430 public repos, account ~15 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 430
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 15
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 58,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 80,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "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": ".flake8",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8"
                    }
                  }
                ],
                "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": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "critical",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://spack.io",
              "has_readme": false,
              "has_docs_dir": false,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "https://spack.io",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": 43,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Pinned-Dependencies, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 43,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 14,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 4,
              "scorecard_aggregate": 4.3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6.8,
                "status": "partial",
                "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": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 88 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "0 commit(s) and 0 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": "internal error: internal error: invalid Dockerfile",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "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": 13
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 58,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "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": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 73,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "lib/spack/docs/Makefile",
                "lib/spack/spack/test/data/make/affirmative/capital_makefile/Makefile",
                "lib/spack/spack/test/data/make/affirmative/check_test/Makefile",
                "lib/spack/spack/test/data/make/affirmative/expansion/Makefile",
                "lib/spack/spack/test/data/make/affirmative/gnu_makefile/GNUmakefile",
                "lib/spack/spack/test/data/make/affirmative/include/Makefile",
                "lib/spack/spack/test/data/make/affirmative/lowercase_makefile/makefile",
                "lib/spack/spack/test/data/make/affirmative/prerequisites/Makefile",
                "lib/spack/spack/test/data/make/affirmative/spaces/Makefile",
                "lib/spack/spack/test/data/make/affirmative/test_check/Makefile",
                "lib/spack/spack/test/data/make/affirmative/three_targets/Makefile",
                "lib/spack/spack/test/data/make/negative/partial_match/Makefile",
                "lib/spack/spack/test/data/make/negative/variable/Makefile",
                "var/spack/repos/builtin/packages/alglib/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "lib/spack/docs/Makefile, lib/spack/spack/test/data/make/affirmative/capital_makefile/Makefile, lib/spack/spack/test/data/make/affirmative/check_test/Makefile, lib/spack/spack/test/data/make/affirmative/expansion/Makefile, lib/spack/spack/test/data/make/affirmative/gnu_makefile/GNUmakefile, lib/spack/spack/test/data/make/affirmative/include/Makefile, lib/spack/spack/test/data/make/affirmative/lowercase_makefile/makefile, lib/spack/spack/test/data/make/affirmative/prerequisites/Makefile, lib/spack/spack/test/data/make/affirmative/spaces/Makefile, lib/spack/spack/test/data/make/affirmative/test_check/Makefile, lib/spack/spack/test/data/make/affirmative/three_targets/Makefile, lib/spack/spack/test/data/make/negative/partial_match/Makefile, lib/spack/spack/test/data/make/negative/variable/Makefile, var/spack/repos/builtin/packages/alglib/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lib/spack/docs/Makefile, lib/spack/spack/test/data/make/affirmative/capital_makefile/Makefile, lib/spack/spack/test/data/make/affirmative/check_test/Makefile, lib/spack/spack/test/data/make/affirmative/expansion/Makefile, lib/spack/spack/test/data/make/affirmative/gnu_makefile/GNUmakefile, lib/spack/spack/test/data/make/affirmative/include/Makefile, lib/spack/spack/test/data/make/affirmative/lowercase_makefile/makefile, lib/spack/spack/test/data/make/affirmative/prerequisites/Makefile, lib/spack/spack/test/data/make/affirmative/spaces/Makefile, lib/spack/spack/test/data/make/affirmative/test_check/Makefile, lib/spack/spack/test/data/make/affirmative/three_targets/Makefile, lib/spack/spack/test/data/make/negative/partial_match/Makefile, lib/spack/spack/test/data/make/negative/variable/Makefile, var/spack/repos/builtin/packages/alglib/Makefile"
                    }
                  }
                ],
                "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": ".flake8",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8"
                    }
                  }
                ],
                "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": "Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "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": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "internal error: internal error: invalid Dockerfile",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 194701,
              "source_files_sampled": 6591,
              "oversized_source_files": 12
            },
            "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": "12/6591 source files over 60KB",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 6591,
                      "oversized": 12
                    }
                  }
                ],
                "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Community profile unavailable",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T18:26:55.583415Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/v/vsoch/spack.svg",
  "full_name": "vsoch/spack",
  "license_state": "custom",
  "license_spdx": null
}

Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.

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