Public record
Software health reportschema 0.27.0 · metrics 2.5.0 · 2026-08-01 11:34 UTC

meshery-extensions / digitalocean-academy

Meshery Academy for DigitalOcean

Makefile · Jupyter Notebook · NixApache-2.0★ 33 stars⑂ 27 forkssince Aug 2025View on GitHub ↗

meshery-extensions/digitalocean-academy holds a health index of 81 out of 100, placing it in the Excellent band. It scores highest on Vitality (91/100) and lowest on AI Readiness (40/100). It was last updated 2 days ago. 4 contributors account for most of its recent work.

81
overall / 100
Excellent

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

81
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
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.

The weighted overall 69 is calibrated to 81 on the published index scale (record calibration 2026-08-02).

Ownership

Meshery ExtensionsOrganization
61 followers28 public repossince Feb 2025

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/meshery-extensions/digitalocean-academyv0.1.22-2310 days ago

Metrics by category

Vitality

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

91Excellent · 21% of overall
How it's scored
36/36Push recency — last push 2 days ago
20.8/36Commit cadence — 30/52 weeks with commits
18/18Commit volume — 217 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year217
human_commit_share0.99
days_since_last_push2
active_weeks_last_year30

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 23 releases published
36/36Release recency — latest release 9 days ago
27/27Release cadence — a release every ~11.6 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count23
latest_release_tagv0.1.22
releases_from_tagsno
days_since_latest_release9
mean_days_between_releases11.6
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?

62Moderate · 17% of overall
How it's scored
24.4/60Stars — 33 stars
11.8/25Forks — 27 forks
0/15Watchers — 0 watchers
Inputs used
forks27
stars33
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_services
has_pull_request_templateyes

Sustainability & Governance

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

78Good · 23% of overall
How it's scored
43.2/54Bus factor — 4 contributor(s) cover half of all commits
18.9/22.5Commit distribution — top contributor authored 16% of commits
13.5/13.5Contributor breadth — 31 contributors
10/10OpenSSF Scorecard: Contributors — project has 18 contributing companies or organizations
Inputs used
bus_factor4
contributors_sampled31
top_contributor_share0.16
How it's scored
29.1/42Issue resolution — 69% of issues closed
26.6/30PR acceptance — 79/89 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
7.5/15OpenSSF Scorecard: Code-Review — Found 7/13 approved changesets -- score normalized to 5
Inputs used
merged_prs79
open_issues4
closed_issues9
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.692
closed_unmerged_prs10
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
12.9/25Owner reach — 61 followers of meshery-extensions
13.5/25Track record — 28 public repos, account ~1 yr old
Inputs used
followers61
owner_typeOrganization
is_verified
owner_loginmeshery-extensions
public_repos28
account_age_days520

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 10 days ago
20/20Version history — 23 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/meshery-extensions/digitalocean-academy
ecosystemsgo
any_deprecatedno
min_days_since_publish10

Engineering Quality

Are baseline engineering and documentation practices in place?

56Moderate · 19% of overall
How it's scored
24/24CI workflows — 6 workflow(s)
0/24Tests present
16/16Linter config — .golangci.yml
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsno
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

50Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 7 topics
0/10Wiki
Inputs used
topicsacademy, ai, ai-certification, certification, digitalocean, meshery, meshery-academy
has_wikino
homepage
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

55Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5Code-Review — Found 7/13 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 18 contributing companies or organizations
0/10Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
1.5/7.5Vulnerabilities — 8 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.4
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
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
advisories8
affected_packages3
assessed_packages76
unassessed_packages0
affected_by_severityhigh 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 76 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? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

40Weak · 4% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
33.9/40Legible commit history — 63 of 99 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.636
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — Makefile
0/22Automated tests
11/11Lint / format config — .golangci.yml
0/11Static type checking
10/10Reproducible environment — Nix, lockfile
10/10Demonstrated agent practice — 7 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 1 of the last 100 commits are automated dependency updates
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Inputs used
has_nixyes
has_testsno
lockfilesgo.sum, package-lock.json
has_dockerfileno
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configs
agent_commit_share0.07
toolchain_manifestsgo.mod
dependency_bot_commit_share0.01
How it's scored
0/45Type-checkable code — Makefile without a type-check config
6.9/55Manageable file sizes — 7/8 source files over 60KB
Inputs used
primary_languageMakefile
largest_source_bytes1,678,043
source_files_sampled8
oversized_source_files7
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — notebooks
Inputs used
example_dirsnotebooks
has_mcp_signalno
api_schema_files

Key facts

33GitHub stars
31contributors
217commits, last 12 months
2days since last push
23releases
4bus factor
4open issues
Go, npmpackage ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 27 ⇿
0Stars
27Forks
23Releases

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.

0510152025302632025-082026-022026-07
Major 0Minor 1Patch 22
OpenSSF Scorecard 4.4 / 10
4.4aggregate

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 · 2026-08-01 11:33 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests12 out of 12 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 7/13 approved changesets -- score normalized to 5
10Contributorsproject has 18 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
2Vulnerabilities8 existing vulnerabilities detected
All dependencies 76

Full resolved dependency set from the GitHub dependency graph: 0 direct and 76 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/layer5io/academy-themev0.4.19indirect
Gogithub.com/twbs/bootstrapv5.3.7+incompatibleindirect
npm@isaacs/fs-minipass4.0.1indirect
npmadm-zip0.5.17indirect
npmansi-regex5.0.1indirect
npmansi-styles4.3.0indirect
npmanymatch3.1.3indirect
npmautoprefixer10.5.2indirect
npmbaseline-browser-mapping2.10.42indirect
npmbinary-extensions2.3.0indirect
npmbraces3.0.3indirect
npmbrowserslist4.28.5indirect
npmcaniuse-lite1.0.30001803indirect
npmchokidar3.6.0indirect
npmchownr3.0.0indirect
npmcliui8.0.1indirect
npmcolor-convert2.0.1indirect
npmcolor-name1.1.4indirect
npmdependency-graph1.0.0indirect
npmelectron-to-chromium1.5.389indirect
npmemoji-regex8.0.0indirect
npmescalade3.2.0indirect
npmfdir6.5.0indirect
npmfill-range7.1.1indirect
npmfraction.js5.3.4indirect
npmfs-extra11.3.4indirect
npmfsevents2.3.3indirect
npmget-caller-file2.0.5indirect
npmglob-parent5.1.2indirect
npmgraceful-fs4.2.11indirect
npmhugo-extended0.158.0indirect
npmis-binary-path2.1.0indirect
npmis-extglob2.1.1indirect
npmis-fullwidth-code-point3.0.0indirect
npmis-glob4.0.3indirect
npmis-number7.0.0indirect
npmjsonfile6.2.0indirect
npmlilconfig3.1.3indirect
npmminipass7.1.3indirect
npmminizlib3.1.0indirect
npmnanoid3.3.15indirect
npmnode-releases2.0.50indirect
npmnormalize-path3.0.0indirect
npmnpm-check-updates18.3.1indirect
npmpicocolors1.1.1indirect
npmpicomatch2.3.2indirect
npmpicomatch4.0.4indirect
npmpify2.3.0indirect
npmpostcss8.5.16indirect
npmpostcss-cli11.0.1indirect
npmpostcss-load-config5.1.0indirect
npmpostcss-reporter7.1.0indirect
npmpostcss-value-parser4.2.0indirect
npmprettier3.8.3indirect
npmpretty-hrtime1.0.3indirect
npmread-cache1.0.0indirect
npmreaddirp3.6.0indirect
npmrequire-directory2.1.1indirect
npmrtlcss4.3.0indirect
npmslash5.1.0indirect
npmsource-map-js1.2.1indirect
npmstring-width4.2.3indirect
npmstrip-ansi6.0.1indirect
npmstrip-json-comments3.1.1indirect
npmtar7.5.13indirect
npmthenby1.3.4indirect
npmtinyglobby0.2.15indirect
npmto-regex-range5.0.1indirect
npmuniversalify2.0.1indirect
npmupdate-browserslist-db1.2.3indirect
npmwrap-ansi7.0.0indirect
npmy18n5.0.8indirect
npmyallist5.0.0indirect
npmyaml2.8.3indirect
npmyargs17.7.2indirect
npmyargs-parser21.1.1indirect
Dependency advisories 3

This repository publishes no package the index resolves, so its own dependency graph was assessed — 76 packages, which also include development and test pins that never ship: 3 carry known advisories, of which 0 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
adm-zip0.5.17indirecthigh10.6.0
postcss8.5.16indirecthigh18.5.18
tar7.5.13indirecthigh67.5.21

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

Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [
        "academy",
        "ai",
        "ai-certification",
        "certification",
        "digitalocean",
        "meshery",
        "meshery-academy"
      ],
      "is_fork": false,
      "size_kb": 35712,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "Nix": 1138,
        "HTML": 178,
        "Makefile": 3698,
        "JavaScript": 103,
        "Jupyter Notebook": 2177
      },
      "pushed_at": "2026-07-29T16:30:42Z",
      "created_at": "2025-08-09T13:08:26Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-29T16:30:59Z",
      "description": "Meshery Academy for DigitalOcean",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Makefile",
      "significant_languages": [
        "Makefile",
        "Jupyter Notebook",
        "Nix"
      ]
    },
    "owner": {
      "blog": "https://meshery.io/extensions",
      "name": "Meshery Extensions",
      "type": "Organization",
      "login": "meshery-extensions",
      "company": null,
      "location": null,
      "followers": 61,
      "avatar_url": "https://avatars.githubusercontent.com/u/200984402?v=4",
      "created_at": "2025-02-26T17:35:18Z",
      "is_verified": null,
      "public_repos": 28,
      "account_age_days": 520
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.1.22",
          "kind": "patch",
          "published_at": "2026-07-22T16:48:24Z"
        },
        {
          "tag": "v0.1.21",
          "kind": "patch",
          "published_at": "2026-07-21T07:45:20Z"
        },
        {
          "tag": "v0.1.20",
          "kind": "patch",
          "published_at": "2026-06-09T16:54:15Z"
        },
        {
          "tag": "v0.1.19",
          "kind": "patch",
          "published_at": "2026-06-02T22:08:39Z"
        },
        {
          "tag": "v0.1.18",
          "kind": "patch",
          "published_at": "2026-06-02T20:55:13Z"
        },
        {
          "tag": "v0.1.17",
          "kind": "patch",
          "published_at": "2026-05-29T15:53:36Z"
        },
        {
          "tag": "v0.1.16",
          "kind": "patch",
          "published_at": "2026-05-20T21:22:12Z"
        },
        {
          "tag": "v0.1.15",
          "kind": "patch",
          "published_at": "2026-05-08T19:55:51Z"
        },
        {
          "tag": "v0.1.14",
          "kind": "patch",
          "published_at": "2026-04-30T14:53:34Z"
        },
        {
          "tag": "v0.1.13",
          "kind": "patch",
          "published_at": "2026-04-09T17:11:55Z"
        },
        {
          "tag": "v0.1.12",
          "kind": "patch",
          "published_at": "2025-10-20T22:51:59Z"
        },
        {
          "tag": "v0.1.11",
          "kind": "patch",
          "published_at": "2025-10-18T01:43:13Z"
        },
        {
          "tag": "v0.1.10",
          "kind": "patch",
          "published_at": "2025-10-18T01:09:37Z"
        },
        {
          "tag": "v0.1.9",
          "kind": "patch",
          "published_at": "2025-09-10T23:29:29Z"
        },
        {
          "tag": "v0.1.8",
          "kind": "patch",
          "published_at": "2025-09-10T23:18:19Z"
        },
        {
          "tag": "v0.1.7",
          "kind": "patch",
          "published_at": "2025-09-10T23:00:29Z"
        },
        {
          "tag": "v0.1.6",
          "kind": "patch",
          "published_at": "2025-09-10T22:40:25Z"
        },
        {
          "tag": "v0.1.5",
          "kind": "patch",
          "published_at": "2025-09-10T22:36:16Z"
        },
        {
          "tag": "v0.1.4",
          "kind": "patch",
          "published_at": "2025-09-10T22:22:19Z"
        },
        {
          "tag": "v0.1.3",
          "kind": "patch",
          "published_at": "2025-09-10T22:11:27Z"
        },
        {
          "tag": "v0.1.2",
          "kind": "patch",
          "published_at": "2025-08-12T08:08:41Z"
        },
        {
          "tag": "v0.1.1",
          "kind": "patch",
          "published_at": "2025-08-11T17:01:03Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2025-08-11T16:56:50Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "9b40acd29661982e8c5098aa9db7874bf2b5dc77",
          "body": "[Docs] Update academy-theme shortcode examples",
          "is_bot": false,
          "headline": "Merge pull request #105 from Salmaan-M/update-shortcodes",
          "author_name": "Lenox Wiltshire",
          "author_login": "banana-three-join",
          "committed_at": "2026-07-29T16:30:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "996c46924a1a83e2c743a810d512bdc7411e7e9b",
          "body": "Signed-off-by: Salmaan-M <133296753+Salmaan-M@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs: update academy-theme shortcode examples",
          "author_name": "Salmaan-M",
          "author_login": "Salmaan-M",
          "committed_at": "2026-07-29T15:03:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1920f3489565cdab12cad8a59e72984fd9807aa3",
          "body": "…v0.4.19\n\n[Automated] Update academy-theme to v0.4.19",
          "is_bot": false,
          "headline": "Merge pull request #103 from meshery-extensions/update-academy-theme-…",
          "author_name": "Lenox Wiltshire",
          "author_login": "banana-three-join",
          "committed_at": "2026-07-28T16:04:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5f11ee57bd265aa3c22e28092355da3761314363",
          "body": "Signed-off-by: banana-three-join <banana-three-join@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Update academy-theme to v0.4.19",
          "author_name": "banana-three-join",
          "author_login": "banana-three-join",
          "committed_at": "2026-07-28T05:46:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b4b560b04191421fecaf66d1966d98595e7c9cb",
          "body": "Document how to cut a release of this repo by publishing the current\nRelease Drafter draft. Rolled out from the meshery-cloud canonical template.\n\nSigned-off-by: Mia Grenell <184569369+miacycle@users.noreply.github.com>",
          "is_bot": false,
          "headline": "chore(skills): add /cut-release skill (#99)",
          "author_name": "Mia Grenell",
          "author_login": "miacycle",
          "committed_at": "2026-07-23T21:20:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd31956f0fe747f181473ef16f3a2161b7369e42",
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          "headline": "Merge pull request #96 from meshery-extensions/content/adk-build-and-…",
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          "author_login": "ritzorama",
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          "headline": "Merge pull request #95 from meshery-extensions/fix/ai-foundations-acc…",
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          "headline": "Merge pull request #98 from meshery-extensions/fix/use-meshery-design…",
          "author_name": "James",
          "author_login": "hortison",
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          "is_bot": false,
          "headline": "embed design",
          "author_name": "Narasimha Badrinath",
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          "body": "- Align the Agent Evaluations description with the documented metric\n  groups (Correctness, Instruction Following, Safety & Security, Context\n  Quality) and results surfaces (Scores overview + per-prompt detail);\n  drop \"tone/toxicity/visualizations\"\n- Qualify the token cost formula: total_tokens x \n[…]\nr-token is a\n  simplified estimate; note input/output rates differ and cached input\n  is discounted, and point to the pricing docs\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "review: address CodeRabbit feedback on AI Foundations accuracy",
          "author_name": "Narasimha Badrinath",
          "author_login": "bnarasimha21",
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          "is_bot": false,
          "headline": "review: address CodeRabbit feedback on the ADK lesson",
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          "body": "- Drop the claim that the model slug works \"exactly as in the AI\n  Foundations path\" (that path still shows the old slugs until the\n  accuracy PR lands); reference the identical inference endpoint and\n  point at GET /v1/models instead\n- Signal that llm / vector_db / search_docs are the reader's own\n\n[…]\nfied the @trace_llm(\"name\") / @trace_tool / @trace_retriever\npositional-label signatures against the official gradient-adk README.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "polish: address adversarial review of the ADK lesson",
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          "body": "Adds a new lesson to the Deploying Agents to Production course covering\nthe DigitalOcean Agent Development Kit (ADK) — a confirmed content gap\n(no ADK coverage existed anywhere in the academy).\n\nThe lesson positions the ADK as the code-first alternative to the\nControl Panel and REST API paths taught\n[…]\ntContext\nAPI, and trace decorators are taken from the official gradient-adk\npackage. Purely additive (weight 5); no existing lessons renumbered.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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          "headline": "Add ECommerce reference architecture design and embed it in the catal…",
          "author_name": "Mericio \"Hablo\" Salazar",
          "author_login": "simihablo",
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          "headline": "Merge pull request #92 from Sbragul26/fix/update-community-discussion…",
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          "is_bot": false,
          "headline": "Install AXI agent tooling (gh-axi, chrome-devtools-axi, quota-axi, la…",
          "author_name": "Narasimha Badrinath",
          "author_login": "bnarasimha21",
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          "body": "…/cleanup-formatting-examples\n\n[chore]: clean up static directory usage",
          "is_bot": false,
          "headline": "Merge pull request #88 from banana-three-join/chore/banana-three-join…",
          "author_name": "Lenox Wiltshire",
          "author_login": "banana-three-join",
          "committed_at": "2026-07-16T03:43:57Z",
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          "headline": "Merge pull request #90 from banana-three-join/chore/banana-three-join…",
          "author_name": "Lenox Wiltshire",
          "author_login": "banana-three-join",
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          "headline": "[chore]: bump node and checkout to v7",
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          "headline": "Merge pull request #91 from meshery-extensions/update-academy-theme-v…",
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          "headline": "[chore]: override go setup cache default",
          "author_name": "Lenox Wiltshire",
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          "headline": "[chore]: clean up static directory usage",
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          "author_login": "banana-three-join",
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          "body": "…/bump-go-version\n\n[chore]: bump go version to v1.26.4",
          "is_bot": false,
          "headline": "Merge pull request #85 from banana-three-join/chore/banana-three-join…",
          "author_name": "Lenox Wiltshire",
          "author_login": "banana-three-join",
          "committed_at": "2026-07-12T21:39:24Z",
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          "body": "Signed-off-by: Lenox Wiltshire <lenoxwiltshire@gmail.com>",
          "is_bot": false,
          "headline": "[chore]: bump go version to v1.26.4",
          "author_name": "Lenox Wiltshire",
          "author_login": "banana-three-join",
          "committed_at": "2026-07-12T20:46:01Z",
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          "oid": "075b5bcd92fa98699e0cb59173b85ec807555c7c",
          "body": "docs: add internal shortcode formatting examples",
          "is_bot": false,
          "headline": "Merge pull request #78 from YASHMAHAKAL/docs",
          "author_name": "Lenox Wiltshire",
          "author_login": "banana-three-join",
          "committed_at": "2026-07-12T04:34:19Z",
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        },
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          "oid": "7e43ebc44194f758cd98b0da90345c4af40cb2f8",
          "body": "…to asset for svg shortcode example\n\nSigned-off-by: Lenox Wiltshire <lenoxwiltshire@gmail.com>",
          "is_bot": false,
          "headline": "[chore]: fix path usage, remove duplicate embedded tutorial, add svg …",
          "author_name": "Lenox Wiltshire",
          "author_login": "banana-three-join",
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          "body": "Signed-off-by: YASHMAHAKAL <yvsst01@gmail.com>",
          "is_bot": false,
          "headline": "org-id",
          "author_name": "YASHMAHAKAL",
          "author_login": "YASHMAHAKAL",
          "committed_at": "2026-07-10T11:29:13Z",
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        },
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          "body": "Signed-off-by: YASHMAHAKAL <yvsst01@gmail.com>",
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          "headline": "docs: add internal shortcode formatting examples",
          "author_name": "YASHMAHAKAL",
          "author_login": "YASHMAHAKAL",
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          "oid": "f4d77b39bbf6ddb170002530ba7a4104c87b3157",
          "body": "…/fix-index-md\n\n[chore]: update index content to match exoscale academy",
          "is_bot": false,
          "headline": "Merge pull request #84 from banana-three-join/chore/banana-three-join…",
          "author_name": "Lenox Wiltshire",
          "author_login": "banana-three-join",
          "committed_at": "2026-07-10T06:58:10Z",
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          "oid": "676c114c2bdf660a2e4596f22b23b9c283bedb43",
          "body": "Signed-off-by: Lenox Wiltshire <lenoxwiltshire@gmail.com>",
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          "headline": "[chore]: update index content to match exoscale academy",
          "author_name": "Lenox Wiltshire",
          "author_login": "banana-three-join",
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          "body": "…6q29l\n\ncontent: use org-id shortcode in Getting Started learning path",
          "is_bot": false,
          "headline": "Merge pull request #75 from meshery-extensions/claude/clever-keller-k…",
          "author_name": "Lenox Wiltshire",
          "author_login": "banana-three-join",
          "committed_at": "2026-07-09T17:24:36Z",
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          "oid": "0671dc3c7b1ddec16a46ea632a7d52bc4d062c76",
          "body": null,
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          "headline": "Merge branch 'master' into claude/clever-keller-k6q29l",
          "author_name": "Lenox Wiltshire",
          "author_login": "banana-three-join",
          "committed_at": "2026-07-09T17:21:58Z",
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          "body": "…0.4.17\n\n[Automated] Update academy-theme to v0.4.17",
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          "headline": "Merge pull request #83 from meshery-extensions/update-academy-theme-v…",
          "author_name": "Lenox Wiltshire",
          "author_login": "banana-three-join",
          "committed_at": "2026-07-09T16:35:12Z",
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          "body": "…/update-package-json\n\n[chore]: update package.json metadata, update devDependencies",
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          "headline": "Merge pull request #82 from banana-three-join/chore/banana-three-join…",
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          "headline": "[chore]: update package.json metadata, update devDependencies and rem…",
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          "headline": "Merge pull request #81 from banana-three-join/chore/banana-three-join…",
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          "body": "…tandardize\n\nchore: Standardize Makefile npm scripts",
          "is_bot": false,
          "headline": "Merge pull request #79 from Bhumikagarggg/feature/makefile-pkg-json-s…",
          "author_name": "Lenox Wiltshire",
          "author_login": "banana-three-join",
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          "body": "…in/instructor-toolkit-content\n\n[Content]: \"Instructor Toolkit\" Integration",
          "is_bot": false,
          "headline": "Merge pull request #76 from banana-three-join/feature/banana-three-jo…",
          "author_name": "Lenox Wiltshire",
          "author_login": "banana-three-join",
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        "metrics": [
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              "issue_closed_ratio": 0.692,
              "closed_unmerged_prs": 10,
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "69% of issues closed",
                "points": 29.1,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 69
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                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "79/89 decided PRs merged",
                "points": 26.6,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 79,
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                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
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                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 7/13 approved changesets -- score normalized to 5",
                "points": 7.5,
                "status": "partial",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 56,
            "inputs": {
              "followers": 61,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "meshery-extensions",
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              "account_age_days": 520
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
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                ],
                "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": "61 followers of meshery-extensions",
                "points": 12.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 61,
                      "login": "meshery-extensions"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "28 public repos, account ~1 yr old",
                "points": 13.5,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 28
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/meshery-extensions/digitalocean-academy"
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 10
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 10 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 10
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "23 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 23
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 56,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": false,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "6 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
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                  }
                ],
                "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": "12 out of 12 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [
                "academy",
                "ai",
                "ai-certification",
                "certification",
                "digitalocean",
                "meshery",
                "meshery-academy"
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              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "7 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
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                      "count": 7
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                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 55,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "weak",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 44,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "12 out of 12 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 7/13 approved changesets -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 18 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "dangerous workflow patterns detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 2 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 1",
                "points": 0.5,
                "status": "partial",
                "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 detected",
                "points": 5,
                "status": "met",
                "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": "8 existing vulnerabilities detected",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "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 76 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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 76
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
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              "affected_packages": 3,
              "assessed_packages": 76,
              "unassessed_packages": 0,
              "affected_by_severity": "high 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": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 76,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "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"
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              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
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            },
            "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": "weak",
        "name": "AI Readiness",
        "value": 40,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 34,
            "inputs": {
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              "legible_history_share": 0.636,
              "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": {}
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                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "63 of 99 human commits state their intent (structured subject or explanatory body)",
                "points": 33.9,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 63,
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                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 58,
            "inputs": {
              "has_nix": true,
              "has_tests": false,
              "lockfiles": [
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                "package-lock.json"
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              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.07,
              "toolchain_manifests": [
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              "dependency_bot_commit_share": 0.01
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
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                  }
                ],
                "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": "Nix, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Nix, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "7 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 7,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "1 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "critical",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 7,
            "inputs": {
              "primary_language": "Makefile",
              "largest_source_bytes": 1678043,
              "source_files_sampled": 8,
              "oversized_source_files": 7
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Makefile without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Makefile"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "7/8 source files over 60KB",
                "points": 6.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 8,
                      "oversized": 7
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [],
      "labels": [],
      "scores": {
        "library": 3
      },
      "primary": null,
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 3
        }
      ],
      "artifacts": [],
      "confidence": "none",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": false
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-01T11:34:28.568456Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/meshery-extensions/digitalocean-academy.svg",
  "full_name": "meshery-extensions/digitalocean-academy",
  "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 v2.5.0, schema v0.27.0 — full methodology · metrics wiki.

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