Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-26 23:52 UTC

datacenter / ACI-Pre-Upgrade-Validation-Script

A script to run validations to detect potential issues that may cause an ACI fabric upgrade to fail

PythonApache-2.0★ 56 stars⑂ 48 forkssince Jul 2021View on GitHub ↗

datacenter/ACI-Pre-Upgrade-Validation-Script holds a health index of 65 out of 100, placing it in the Moderate band. It scores highest on Vitality (76/100) and lowest on AI Readiness (34/100). It was last updated 2 days ago. 2 contributors account for most of its recent work.

65
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.

65
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

Cisco Data CenterOrganization
271 followers68 public repossince Mar 2012

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

Metrics by category

Vitality

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

76Good · 22% of overall
How it's scored
36/36Push recency — last push 2 days ago
8.3/36Commit cadence — 12/52 weeks with commits
11.7/18Commit volume — 19 commits in the last year
10/10OpenSSF Scorecard: Maintained — 2 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year19
human_commit_share1
days_since_last_push2
active_weeks_last_year12
How it's scored
27/27Ships releases — 27 releases published
36/36Release recency — latest release 44 days ago
19.8/27Release cadence — a release every ~46.1 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count27
latest_release_tagv4.1.1
releases_from_tagsno
days_since_latest_release44
mean_days_between_releases46.1
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?

49At risk · 18% of overall
How it's scored
28.2/60Stars — 56 stars
13.9/25Forks — 48 forks
6.2/15Watchers — 14 watchers
Inputs used
forks48
stars56
watchers14
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
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?

67Moderate · 24% of overall
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
13.3/22.5Commit distribution — top contributor authored 41% of commits
13.5/13.5Contributor breadth — 13 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor2
contributors_sampled13
top_contributor_share0.411
How it's scored
40.3/46.8Issue resolution — 86% of issues closed
30/38.3PR acceptance — 152/194 decided PRs merged
6/15OpenSSF Scorecard: Code-Review — Found 14/30 approved changesets -- score normalized to 4
Inputs used
merged_prs152
open_issues27
closed_issues167
issue_closed_ratio0.861
closed_unmerged_prs42
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
17.5/25Owner reach — 271 followers of datacenter
25/25Track record — 68 public repos, account ~14 yr old
Inputs used
followers271
owner_typeOrganization
is_verified
owner_logindatacenter
public_repos68
account_age_days5,240

Engineering Quality

Are baseline engineering and documentation practices in place?

76Good · 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
18/20OpenSSF Scorecard: CI-Tests — 20 out of 22 merged PRs checked by a CI test -- score normalized to 9
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://datacenter.github.io/ACI-Pre-Upgrade-Validation-Script/
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepagehttps://datacenter.github.io/ACI-Pre-Upgrade-Validation-Script/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

54Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.2/2.5CI-Tests — 20 out of 22 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5Code-Review — Found 14/30 approved changesets -- score normalized to 4
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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 — 2 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
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
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4.2
Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories20
affected_packages5
assessed_packages33
unassessed_packages0
affected_by_severityhigh 2, moderate 3
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 33 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

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

34At risk · 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 — 84 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.84
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 100
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
53.9/55Manageable file sizes — 2/97 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes298,691
source_files_sampled97
oversized_source_files2

Key facts

56GitHub stars
13contributors
19commits, last 12 months
2days since last push
27releases
2bus factor
27open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 48 ⇿
0Stars
48Forks
26Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

010203040504852021-092024-012026-05
Major 4Minor 16Patch 5

Each point covers 5 days.

OpenSSF Scorecard 4.2 / 10
4.2aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-26 23:51 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
9CI-Tests20 out of 22 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 14/30 approved changesets -- score normalized to 4
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained2 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not 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
3Vulnerabilities7 existing vulnerabilities detected
All dependencies 33

Full resolved dependency set from the GitHub dependency graph: 0 direct and 33 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIatomicwrites1.4.1indirect
PyPIattrs21.4.0indirect
PyPIbackports-functools-lru-cache1.6.5indirect
PyPIconfigparser4.0.2indirect
PyPIcontextlib20.6.0.post1indirect
PyPIexceptiongroup1.1.2indirect
PyPIfuncsigs1.0.2indirect
PyPIimportlib-metadata2.1.3indirect
PyPIiniconfig2.0.0indirect
PyPIjinja22.11.3indirect
PyPIjinja23.1.4indirect
PyPImore-itertools5.0.0indirect
PyPIpackaging20.9indirect
PyPIpackaging23.1indirect
PyPIpathlib22.3.7.post1indirect
PyPIpexpect2.4indirect
PyPIpexpect4.8.0indirect
PyPIpluggy0.13.1indirect
PyPIpluggy1.2.0indirect
PyPIptyprocess0.7.0indirect
PyPIpy1.11.0indirect
PyPIpyparsing2.4.7indirect
PyPIpytest4.6.11indirect
PyPIpytest7.4.0indirect
PyPIpyyaml5.4.1indirect
PyPIpyyaml6.0.2indirect
PyPIscandir1.10.0indirect
PyPIsix1.14.0indirect
PyPIsix1.16.0indirect
PyPItomli2.0.1indirect
PyPItyping3.10.0.0indirect
PyPIwcwidth0.2.6indirect
PyPIzipp1.2.0indirect
Dependency advisories 5

This repository publishes no package the index resolves, so its own dependency graph was assessed — 33 packages, which also include development and test pins that never ship: 5 carry known advisories, of which 0 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
jinja22.11.3indirecthigh83.1.6
jinja23.1.4indirecthigh63.1.6
pytest4.6.11indirectmoderate29.0.3
pytest7.4.0indirectmoderate29.0.3
zipp1.2.0indirectmoderate23.19.1

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
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      "languages": {
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      "pushed_at": "2026-07-24T20:50:02Z",
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      "updated_at": "2026-07-23T17:30:49Z",
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        {
          "oid": "55c4e554553fc7e82a4b11a1fb03fa9909bbbdc7",
          "body": "* Update version to v4.1.1\n\n* fix: stringfy all values in Result.data (#391)\n\n---------\n\nCo-authored-by: takishida <38262981+takishida@users.noreply.github.com>",
          "is_bot": false,
          "headline": "V4.1.1 maintenance release (#392)",
          "author_name": "GM",
          "author_login": "monrog2",
          "committed_at": "2026-06-12T20:14:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77ee7ae269b1e432b664aa81e25d690a47e2e9fa",
          "body": "* Add arg to define thread limit - to throttle concurrent API calls when required (#355)\n\n* add `--max-threads` arg\n* fix bad descriptor errs/race conditions\n* update pytests\n\n* 353 the script incorrectly detects vpc and port channel interfaces as cscwh68103 invalid fabricpathep targets (#357)\n\n* sp\n[…]\n>\nCo-authored-by: asraf-khan <anazar@cisco.com>\nCo-authored-by: Thatleft <detlef.sass@web.de>\nCo-authored-by: Detlef Sass <detlef.sass@de.bosch.com>\nCo-authored-by: veesenth_cisco <veesenth@cisco.com>",
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          "committed_at": "2026-05-21T15:35:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "68f3673899e2e0f2881eef5492f104e9eece3304",
          "body": "…ck F1527/F1528/F1529 (#325)\n\nAdd pytest for `apic_disk_space_faults_check()` as well. It was completely missing.",
          "is_bot": false,
          "headline": "Flag faults with life cycle raised or soaking for APIC Disk Space che…",
          "author_name": "sanjanch",
          "author_login": "sanjanch",
          "committed_at": "2026-03-05T01:07:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39dd4875bae44e62e6dcbeb25ccfb7724e38a798",
          "body": null,
          "is_bot": false,
          "headline": "feat #264: Auto Firmware Update on Switch Discovery with 6.0.3+ (#278)",
          "author_name": "jeestr4d",
          "author_login": "jeestr4d",
          "committed_at": "2026-03-04T23:49:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "128ab550a8ce0556b580121d4ccae6b80548d7c0",
          "body": "…pported to pre-6.2.1 version. (#289)\n\n* feat: Add pre-upgrade warning for APIC 6.2.1 that downgrade is not supported to pre-6.2.1 version.\n\n---------\n\nCo-authored-by: Saket <saketk@cisco.com>\nCo-authored-by: tkishida <tkishida@cisco.com>",
          "is_bot": false,
          "headline": "feat: Add pre-upgrade warning for APIC 6.2.1 that downgrade is not su…",
          "author_name": "Saket Kumar",
          "author_login": "saket1999",
          "committed_at": "2026-01-14T22:28:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2ac5cd845e8b339302d068ce9bf213c511d38ea1",
          "body": null,
          "is_bot": false,
          "headline": "bump to v4.0.1",
          "author_name": "tkishida",
          "author_login": "takishida",
          "committed_at": "2025-12-17T19:24:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8159995d0894ecba7621112f0ed3fe7367fdb16c",
          "body": "…#305)",
          "is_bot": false,
          "headline": "fix: #304 skip exception for fabricNodePEp with non-zero totalCount (…",
          "author_name": "takishida",
          "author_login": "takishida",
          "committed_at": "2025-12-17T19:19:58Z",
          "body_truncated": false,
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        },
        {
          "oid": "80b9555c4d0623d219fbba2dd0a2137dc016b906",
          "body": "* updated vmm_inventory_partial_sync to align with\nv3.0 paradigm\n\n* Enhanced by looking for changeset partial-inv to\navoid flagging on the other reasons.\n\n* merge mater + fix pytest\n\n---------\n\nCo-authored-by: Gabriel <gmonroy@cisco.com>",
          "is_bot": false,
          "headline": "vmm_inventory_partial_sync fault check (#274)",
          "author_name": "Welkin",
          "author_login": "welkinhe",
          "committed_at": "2025-12-10T17:54:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "body": "Add `consumer_vzany_shared_services_check()`:\n  - Warns when a vzAny consumer in VRF-A uses a contract provided from a different VRF-B and the upgrade path triggers a new rule expansion\n  - If the contract has PBR and the target version doesn't support Policy Compression (i.e. < 6.1.4), warn about it as well because the potential workaround (policy compression) is not available.\n\n---------\n\nCo-authored-by: Amit Kulkarni <amitkul2@cisco.com>\nCo-authored-by: tkishida <tkishida@cisco.com>",
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          "headline": "fix: #277 Fabric Link Redundancy with RL",
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          "headline": "Add ISIS DTEP Check (#247)",
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          "headline": "Welkin issue 245 (#263)",
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          "headline": "consistent missing sw_cversion handling + alert (#243)",
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          "body": "* Decode the SSH output as \"utf-8\" in class `Connection`\n* Change the result to `ERROR` from `FAIL_UF` when the SSH connection check on at least one APIC resulted in `ERROR`",
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          "headline": "Add Observer DB Size Check via /data2/dbstats/ directory (#222)",
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          "headline": "update `invalid_fex_rs_check` for all known `infraRsHPathAtt` and `fa…",
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          "headline": "143 newvalidation cscwi66348 switch bootstrap can hit several hours d…",
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          "oid": "31e2dbda5d01ae715bd5f188c02cc5a4db003d15",
          "body": "* first push\n\n* call the func",
          "is_bot": false,
          "headline": "`N9K-C9400-SW-GX2A` model change (#214)",
          "author_name": "GM",
          "author_login": "monrog2",
          "committed_at": "2025-03-28T16:56:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa31fde238ca69fcf53848693813cb4058b06b4d",
          "body": "* FN link + add missing prtNum\n\n* break out both FN issues\n\n* typo",
          "is_bot": false,
          "headline": "`sup_hwrev_check` FN link + add missing prtNum (#212)",
          "author_name": "GM",
          "author_login": "monrog2",
          "committed_at": "2025-03-27T20:28:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8adedcc0e17bd0d4eefd572af7bd9e16ded8f629",
          "body": "…re image for switches (#210)\n\n* cversion check + fix add cloudsec tversino check\n\n* catch cloudsec old ver exception\n\n* 4.2 to 5.2 cversion check due to behavior details",
          "is_bot": false,
          "headline": "195 attribute field bitinfo missing from json in 32 and 64 bit firmwa…",
          "author_name": "GM",
          "author_login": "monrog2",
          "committed_at": "2025-03-26T17:52:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58aa6572e7e65109476947210651a207e9a5e997",
          "body": "* Added Decomissioned spine Mo check\n\n* doc merge cleanup\n\n* pytests\n\n* fixed tversion test\n\n---------\n\nCo-authored-by: welkin0 <tianhe@cisco.com>",
          "is_bot": false,
          "headline": "Added Decomissioned spine Mo check (#209)",
          "author_name": "GM",
          "author_login": "monrog2",
          "committed_at": "2025-03-26T16:26:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2754de405d37fe44f1d61d80648c73c4587f78eb",
          "body": null,
          "is_bot": false,
          "headline": "leaf/spine redundancy check by dn, not name (#205)",
          "author_name": "GM",
          "author_login": "monrog2",
          "committed_at": "2025-03-25T13:20:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d3470e4d091c13fdebde96ea548b4536d80d446a",
          "body": "* Changes for CSCvg26013\n\n* Changes for CSCvg26013\n\n* Doc updated for CSCvg26013\n\n* Doc updated for CSCvg26013\n\n* Doc updated for CSCvg26013\n\n* Doc updated for CSCvg26013\n\n* Doc updated for CSCvg26013\n\n* Doc updated for CSCvg26013\n\n* cleanup doc\n\n* simplify logic with query + update tests\n\n* expand dn to columns\n\n* merge cleanup\n\n* cleanup\n\n* check name consistency\n\n---------\n\nCo-authored-by: Solomon Sudhakar <sosudhak@cisco.com>\nCo-authored-by: Gabriel <gmonroy@cisco.com>",
          "is_bot": false,
          "headline": "Cscvg26013 (#200)",
          "author_name": "Solomon Sudhakar",
          "author_login": "solu24",
          "committed_at": "2025-03-24T20:20:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "62d40eb325383e425380522b5de9e5dbc6ef7d50",
          "body": "* issue 141 fixed\n\n* validations file modified\n\n* minor cleanup + doc update\n\n* fix doc url\n\n* fix query syntax for _icurl\n\n---------\n\nCo-authored-by: Gabriel <gmonroy@cisco.com>",
          "is_bot": false,
          "headline": "Issue141 (#193)",
          "author_name": "jeestr4d",
          "author_login": "jeestr4d",
          "committed_at": "2025-03-24T17:18:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bfe73e637d8989e3e76b44d4a86b525e9925c2ba",
          "body": null,
          "is_bot": false,
          "headline": "fixed openssl path issue. (#184)",
          "author_name": "Welkin",
          "author_login": "welkinhe",
          "committed_at": "2025-03-24T14:07:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70c58eb962efe0503a4c12dcb7e8b995ff343bc1",
          "body": "* Workin on issue #178\n\n* Update aci-preupgrade-validation-script.py\n\n* Update validations.md\n\nupdate doc\n\n* wcard fabricNodes + give dn in results\n\n* clean up doc\n\n* update doc urls\n\n---------\n\nCo-authored-by: Gabriel <gmonroy@cisco.com>",
          "is_bot": false,
          "headline": "CSCwm92166 new validation (#179)",
          "author_name": "kshcheku",
          "author_login": "kshcheku",
          "committed_at": "2025-03-21T19:25:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2aca6eefc8c5bb677c6c8a0f443510aa4b556383",
          "body": "…tatus. #132 fixed (#177)\n\n* issue NewValidation: Check if ports from switches are in \"Disabled\" status. #132 fixed\n\n* fix doc master merge\n\n* doc verbiage update\n\n* change logic to filtered ethpm query\n\n* make regex global + use it\n\n* fix testfile content to match query result\n\n* match verbiage to cmd output\n\n* update doc to match check\n\n* give full UI path\n\n* fix test coments\n\n---------\n\nCo-authored-by: Gabriel <gmonroy@cisco.com>",
          "is_bot": false,
          "headline": "issue NewValidation: Check if ports from switches are in \"Disabled\" s…",
          "author_name": "jeestr4d",
          "author_login": "jeestr4d",
          "committed_at": "2025-03-21T17:20:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "25697e3b0c4d16a202b48db8be83aab460a50116",
          "body": "* issue  #131  fixed\n\n* added utf8 coding to test.py file\n\n* fix typo and doc link to section\n\n* fic doc url\n\n* update doc to include config guide and delete caveat\n\n* test for multiple vs single key due to delete behavior\n\n---------\n\nCo-authored-by: Gabriel <gmonroy@cisco.com>",
          "is_bot": false,
          "headline": "issue  #131  fixed (#175)",
          "author_name": "jeestr4d",
          "author_login": "jeestr4d",
          "committed_at": "2025-03-10T19:53:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "19446cf8cd9537381c452f44544969f18326bbda",
          "body": "* issue#125 fixed\n\n* solved comments, added documentation\n\n* consolidate API call, update tests\n\n---------\n\nCo-authored-by: Enrique Estrada <jeestrad@cisco.com>",
          "is_bot": false,
          "headline": "125 leaf spine redundancy (#198)",
          "author_name": "GM",
          "author_login": "monrog2",
          "committed_at": "2025-03-10T18:37:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5d4440b75385824606cca529caa83f684c7586a6",
          "body": null,
          "is_bot": false,
          "headline": "v2.4.0 bump",
          "author_name": "GM",
          "author_login": "monrog2",
          "committed_at": "2025-01-29T16:00:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5532278fbb4cec7ac1fa6586a8ad2c29c6931135",
          "body": "…e (#190)\n\n* CSCwk22874\r\nAdd a warning in pre-upgrade script to detect CSCwh75475\r\n\r\nAPIC Preupgrade Validation Script to alert the administrator regarding the pcTag allocation change,\r\nwhen ACI fabric is upgraded from 4.x or earlier releases to 5.x or later releases.\r\n\r\n* CSCwk22874\r\nAdd a warning \n[…]\nent VRFs (there can be AnyToCons for VRF A and AnyToProv for VRF B but not inter-VRF(not supported))\r\n+ Add pytests\r\n+ Add GitHub page doc\r\n\r\n---------\r\n\r\nCo-authored-by: tkishida <tkishida@cisco.com>",
          "is_bot": false,
          "headline": "New Validation: vzAny-to-vzAny Service Graph when crossing 5.0 releas…",
          "author_name": "Sunil Dath Krothapalli",
          "author_login": "sunildath",
          "committed_at": "2025-01-29T15:59:33Z",
          "body_truncated": true,
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        },
        {
          "oid": "2849e19666f9d2462313697c2bf3453c594929f9",
          "body": null,
          "is_bot": false,
          "headline": "bump to v2.3.0",
          "author_name": "GM",
          "author_login": "monrog2",
          "committed_at": "2024-12-12T19:39:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "874251901e790e98d77589a6a072c8c76852b568",
          "body": "* Remove vnid_mismatch_check\r\n\r\n`vnid_mismatch_check` was added to complement\r\n`overlapping_vlan_pools_check`. Given the recent update (#155, #162),\r\n`vnid_mismatch_check` became redundant, and it was decided to remove\r\nthis check.\r\n\r\n* doc: Update doc with deprecation warning",
          "is_bot": false,
          "headline": "Remove vnid_mismatch_check (#182)",
          "author_name": "takishida",
          "author_login": "takishida",
          "committed_at": "2024-12-12T19:38:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "010cd6de21463266274a25047c50962325c8c9ee",
          "body": "* feat: Add pagination in icurl() to handle 100K+ objects\r\n\r\n* test: Add pytest for icurl",
          "is_bot": false,
          "headline": "Add pagination in `icurl()` to support large amount of objects (#174)",
          "author_name": "takishida",
          "author_login": "takishida",
          "committed_at": "2024-10-15T15:45:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "910b7dc2398f8b7bce702c8e61e146f6660f51dd",
          "body": null,
          "is_bot": false,
          "headline": "fix: Handle missing tver in Static Route Overlap check (#170)",
          "author_name": "takishida",
          "author_login": "takishida",
          "committed_at": "2024-10-04T21:07:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a786f904d5a09ded90bcc1e5f42f6ca599dd2932",
          "body": "…ersions (#167)\n\n* fix 156: no result for static route overlap check\r\n\r\n* chore: Clean up trailing white spaces etc",
          "is_bot": false,
          "headline": "fix 156: No result for static route overlap check with non-affected v…",
          "author_name": "takishida",
          "author_login": "takishida",
          "committed_at": "2024-10-01T12:12:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "927f091ab548f3da022df2c5df1de32d5423df16",
          "body": null,
          "is_bot": false,
          "headline": "fix: Handle missing tver in SUP HW Rev check (#168)",
          "author_name": "takishida",
          "author_login": "takishida",
          "committed_at": "2024-09-27T22:26:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "02edf60823d4f26ab514c98c1df28ed7d01db91f",
          "body": "… EPG (#162)",
          "is_bot": false,
          "headline": "fix: false alarm for overlapping pool check with three domains in one…",
          "author_name": "takishida",
          "author_login": "takishida",
          "committed_at": "2024-09-17T14:52:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b76fea25fc7d6bdea3efd60e9a0470c8769d7404",
          "body": "* relax prompt regex and remove enable\r\n\r\n* cleanup enable references",
          "is_bot": false,
          "headline": "relax prompt regex and remove enable in Connection class (#160)",
          "author_name": "GM",
          "author_login": "monrog2",
          "committed_at": "2024-09-11T14:45:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78fa1d043c7d275e3f46e4e92bc68ea967f0fb45",
          "body": null,
          "is_bot": false,
          "headline": "Bump to v2.2.1",
          "author_name": "takishida",
          "author_login": "takishida",
          "committed_at": "2024-08-29T17:18:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "363a542baec035752d7eecb1945d05ecbdb849b8",
          "body": "* Enhance overlapping_vlan_pools_check\r\n\r\n* doc: Add detailed explanations for overlapping VLAN pools\r\n\r\n* doc: Update doc_url of vnid_mismatch check to github page",
          "is_bot": false,
          "headline": "Enhance Overlapping VLAN pools check (#155)",
          "author_name": "takishida",
          "author_login": "takishida",
          "committed_at": "2024-08-29T17:14:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0d73a94d9de7ebaccf01f6f312c9965981eaea8",
          "body": null,
          "is_bot": false,
          "headline": "fix: IPAddress.ip_in_subnet without subnet mask (#154)",
          "author_name": "takishida",
          "author_login": "takishida",
          "committed_at": "2024-08-17T08:32:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb4d6059a3e2ed7b327ad6b313c0d4635107ab6d",
          "body": null,
          "is_bot": false,
          "headline": "test: Use pre-installed venv in python:2.7.11-wheezy (#153)",
          "author_name": "takishida",
          "author_login": "takishida",
          "committed_at": "2024-08-16T19:47:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c07d3a0bd7abf8d97cbc6258160741392d61e12",
          "body": null,
          "is_bot": false,
          "headline": "test: Add GitHub Actions for pytest (#152)",
          "author_name": "takishida",
          "author_login": "takishida",
          "committed_at": "2024-08-16T19:21:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe33c7d91d4369169d8ad1ed14a15670e3af1e1a",
          "body": null,
          "is_bot": false,
          "headline": "bump to v2.2.0",
          "author_name": "GM",
          "author_login": "monrog2",
          "committed_at": "2024-08-15T12:42:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "52a99183b27342084ded522deaebeed0d12ac51e",
          "body": "* added new postUpgradeCb check for CSCwe21982\r\n\r\n* fix when SinceVersion is list\r\n\r\n* minor optimization for postUpgradeCb\r\n\r\n* Change SinceVersion type from string to list for function post_upgrade_cb_check\r\n\r\n* update test\r\n\r\n* update docs\r\n\r\n---------\r\n\r\nCo-authored-by: Gabriel <gmonroy@cisco.com>",
          "is_bot": false,
          "headline": "added new postUpgradeCb check for CSCwe21982 (#147)",
          "author_name": "Welkin",
          "author_login": "welkinhe",
          "committed_at": "2024-08-14T20:48:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d0c6f3b6efa04de32e14e5389de80c64de5bd02",
          "body": null,
          "is_bot": false,
          "headline": "fix empty imdata result + add empty imdata test (#151)",
          "author_name": "GM",
          "author_login": "monrog2",
          "committed_at": "2024-08-13T20:31:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a616a7ee7c419a3dadaa1f9e7a5e42cd8a18f2b",
          "body": "* add new hw rev + tver check\r\n\r\n* doc update to include fix\r\n\r\n* update doc link",
          "is_bot": false,
          "headline": "add new hw rev + tver check (#150)",
          "author_name": "GM",
          "author_login": "monrog2",
          "committed_at": "2024-08-13T19:08:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26e3edbca666fd5e1a9e47a2dd81e361a88e1fab",
          "body": null,
          "is_bot": false,
          "headline": "CACHECK files upgrade prefix + initial cleanup (#148)",
          "author_name": "GM",
          "author_login": "monrog2",
          "committed_at": "2024-08-13T17:06:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4391393ad27126da0d2541691e556a7ac13c4f84",
          "body": "* Fix for Issue #100\r\n\r\n* Fix for Issue #100\r\n\r\n* Fix for Issue #100\r\n\r\n* collapse + change API query to ver specific\r\n\r\n* docs and doc link\r\n\r\n* doc link and MANUAL if no tver\r\n\r\n* manual test + space convert\r\n\r\n* fix merge\r\n\r\n---------\r\n\r\nCo-authored-by: Gabriel <gmonroy@cisco.com>",
          "is_bot": false,
          "headline": "Issue100 (#130)",
          "author_name": "jeestr4d",
          "author_login": "jeestr4d",
          "committed_at": "2024-08-12T20:21:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "402501c337c7859778a0993d8a1b014876aa44a2",
          "body": "* Added logic for CSCwb91766\r\n\r\n* Issue #25 Fix\r\n\r\n* doc + review\r\n\r\n* fix doc\r\n\r\n* remove generic try\r\n\r\n* finish master merge\r\n\r\n* remove comment\r\n\r\n---------\r\n\r\nCo-authored-by: Gabriel <gmonroy@cisco.com>",
          "is_bot": false,
          "headline": "Issue #25 (#129)",
          "author_name": "jeestr4d",
          "author_login": "jeestr4d",
          "committed_at": "2024-08-12T16:03:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7a39ee68cfe096ffb676027646f96d5b195a4344",
          "body": "* invalid_fex_rs_check; check fex_ id >= 101\r\n\r\n* review changes",
          "is_bot": false,
          "headline": "invalid_fex_rs_check; check fex_ id >= 101 (#146)",
          "author_name": "GM",
          "author_login": "monrog2",
          "committed_at": "2024-08-08T21:57:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a872016f4221b1ce0961f3f7ae2ff62b46f804c2",
          "body": null,
          "is_bot": false,
          "headline": "fix 133: Remove ssh-dss from ssh arguments",
          "author_name": "wilsonbc2",
          "author_login": "wilsonbc93",
          "committed_at": "2024-07-24T16:55:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "453917b2a35c6ed809dd0e7927d635bae436f3d3",
          "body": "* Issue #137: Added new check unsupported_fec_configuration_ex_check and updated validations.md\r\n\r\n* Added unit tests for unsupported_fec_configuration_ex_check and changed cversion to sw_cversion\r\n\r\n* Trimmed topSystem json for unit tests\r\n\r\n* Fixed empty data test case and removed redundant boolean vars",
          "is_bot": false,
          "headline": "137 newvalidation ieee rs fec support for only certain switches (#138)",
          "author_name": "wilsonbc2",
          "author_login": "wilsonbc93",
          "committed_at": "2024-07-08T17:20:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c16ae99752a0c54ad158e79a6a11104068a2813",
          "body": "… empty or not explicitly matched (#128)\n\n* Adding check for route-map community match CSCwb08081\r\n\r\n* Fixed formatting for get_switch_version. Now displays version and adds newline character.\r\n\r\n* rtmap_comm_match_defect_check now also checks for set statement in routemap. Fixed documentation.",
          "is_bot": false,
          "headline": "50 newvalidation cscwb08081 set clause not applying if prefix list is…",
          "author_name": "wilsonbc2",
          "author_login": "wilsonbc93",
          "committed_at": "2024-05-23T20:51:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2816586845b324e6772f1cd459567fa166fd29d",
          "body": null,
          "is_bot": false,
          "headline": "bump to v2.1.0",
          "author_name": "GM",
          "author_login": "monrog2",
          "committed_at": "2024-05-20T13:39:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce1eda7f44ccec1fbb989d75939d6a0416290336",
          "body": "…n as port description in lldp instead of dn (#123)\n\n* Added check for CSCwf00416 LLDP custom interface descriptions\r\n\r\n* Added error handling if no tversion is given\r\n\r\n* resolve review comments\r\n\r\n---------\r\n\r\nCo-authored-by: gmonroy <gmonroy@cisco.com>",
          "is_bot": false,
          "headline": "77 cscwf00416 aci 1602 leaf sends manually configured intf descriptio…",
          "author_name": "wilsonbc2",
          "author_login": "wilsonbc93",
          "committed_at": "2024-05-20T13:28:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "272578f2a224b842c8e12753ebf8fa3c14810a49",
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                "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": 67,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 13,
              "top_contributor_share": 0.411
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 41% of commits",
                "points": 13.3,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 41
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "13 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "merged_prs": 152,
              "open_issues": 27,
              "closed_issues": 167,
              "issue_closed_ratio": 0.861,
              "closed_unmerged_prs": 42
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "86% of issues closed",
                "points": 40.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 86
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "152/194 decided PRs merged",
                "points": 30,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 152,
                      "decided": 194
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 14/30 approved changesets -- score normalized to 4",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "followers": 271,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "datacenter",
              "public_repos": 68,
              "account_age_days": 5240
            },
            "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": "271 followers of datacenter",
                "points": 17.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 271,
                      "login": "datacenter"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "68 public repos, account ~14 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 68
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 14
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 76,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 66,
            "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": "20 out of 22 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://datacenter.github.io/ACI-Pre-Upgrade-Validation-Script/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://datacenter.github.io/ACI-Pre-Upgrade-Validation-Script/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": 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": "moderate",
        "name": "Security",
        "value": 54,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 42,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 4.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "20 out of 22 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "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 14/30 approved changesets -- score normalized to 4",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "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": "2 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "7 existing vulnerabilities detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 33 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 33
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 20,
              "affected_packages": 5,
              "assessed_packages": 33,
              "unassessed_packages": 0,
              "affected_by_severity": "high 2, moderate 3",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 33,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 4
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 34,
        "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": 0.84,
              "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": "84 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 84,
                      "sampled": 100
                    }
                  }
                ],
                "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 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 298691,
              "source_files_sampled": 97,
              "oversized_source_files": 2
            },
            "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": "2/97 source files over 60KB",
                "points": 53.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 97,
                      "oversized": 2
                    }
                  }
                ],
                "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"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T23:52:08.458694Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/datacenter/ACI-Pre-Upgrade-Validation-Script.svg",
  "full_name": "datacenter/ACI-Pre-Upgrade-Validation-Script",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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.