Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-28 01:11 UTC

csete / gpredict

Gpredict satellite tracking application

CGPL-2.0★ 1,158 stars⑂ 295 forkssince Aug 2014View on GitHub ↗

csete/gpredict holds a health index of 59 out of 100, placing it in the Moderate band. It scores highest on Community & Adoption (75/100) and lowest on AI Readiness (34/100). It was last updated 8 days ago. A single contributor accounts for most of its recent work.

59
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.

59
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

Alexandru CsetePersonal account
637 followers20 public repossince Jun 2010

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

Metrics by category

Vitality

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

66Moderate · 22% of overall
How it's scored
28.8/36Push recency — last push 8 days ago
9.7/36Commit cadence — 14/52 weeks with commits
15.4/18Commit volume — 51 commits in the last year
10/10OpenSSF Scorecard: Maintained — 10 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year51
human_commit_share1
days_since_last_push8
active_weeks_last_year14
How it's scored
27/27Ships releases — 8 releases published
36/36Release recency — latest release 8 days ago
5.4/27Release cadence — a release every ~449.1 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count8
latest_release_tagv2.5.2
releases_from_tagsno
days_since_latest_release8
mean_days_between_releases449.1

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

75Good · 18% of overall
How it's scored
49.7/60Stars — 1,158 stars
20.6/25Forks — 295 forks
10/15Watchers — 65 watchers
Inputs used
forks295
stars1,158
watchers65
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (GPL-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
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?

52Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
4.6/22.5Commit distribution — top contributor authored 80% of commits
13.5/13.5Contributor breadth — 47 contributors
10/10OpenSSF Scorecard: Contributors — project has 12 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled47
top_contributor_share0.797
How it's scored
26.4/46.8Issue resolution — 56% of issues closed
27.6/38.3PR acceptance — 86/119 decided PRs merged
4.5/15OpenSSF Scorecard: Code-Review — Found 10/29 approved changesets -- score normalized to 3
Inputs used
merged_prs86
open_issues118
closed_issues153
issue_closed_ratio0.565
closed_unmerged_prs33
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
20.2/25Owner reach — 637 followers of csete
21.6/25Track record — 20 public repos, account ~16 yr old
Inputs used
followers637
owner_typeUser
is_verified
owner_logincsete
public_repos20
account_age_days5,886
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

59Moderate · 20% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
0/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
14/20OpenSSF Scorecard: CI-Tests — 7 out of 10 merged PRs checked by a CI test -- score normalized to 7
Inputs used
has_ciyes
has_testsno
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — http://gpredict.oz9aec.net/
10/10Repository description
10/10Topics — 8 topics
0/10Wiki
Inputs used
topicsc, satellite, tracking, space, ham-radio, amsat, gtk3, linux
has_wikino
homepagehttp://gpredict.oz9aec.net/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

42At risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
1.8/2.5CI-Tests — 7 out of 10 merged PRs checked by a CI test -- score normalized to 7
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
2.2/7.5Code-Review — Found 10/29 approved changesets -- score normalized to 3
2.5/2.5Contributors — project has 12 contributing companies or organizations
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 — 10 commit(s) and 3 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 — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.2
Excluded from scoring (no data or not applicable): packaging. Remaining weights renormalized.

AI Readiness

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

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)
9.1/40Legible commit history — 17 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.17
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — win32/Makefile
0/22Automated tests
0/11Lint / format config
11/11Static type checking — C (statically typed)
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_testsno
lockfiles
has_dockerfileno
typed_languageyes
bootstrap_fileswin32/Makefile
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — C (statically typed)
54.4/55Manageable file sizes — 2/192 source files over 60KB
Inputs used
primary_languageC
largest_source_bytes96,664
source_files_sampled192
oversized_source_files2

Key facts

1,158GitHub stars
47contributors
51commits, last 12 months
8days since last push
8releases
1bus factor
118open issues
package ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 295 ⇿
0Stars
295Forks
7Releases

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.

05010015020025030028872014-112020-092026-07
Major 0Minor 0Patch 2

Each point covers 11 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 · 2026-07-28 01:11 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
7CI-Tests7 out of 10 merged PRs checked by a CI test -- score normalized to 7
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 10/29 approved changesets -- score normalized to 3
10Contributorsproject has 12 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained10 commit(s) and 3 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
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
All dependencies 0

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

RegistryPackageVersionRelation
Dependency advisories not assessed

Advisory matching could not run for this report: No resolved dependencies to assess

Raw JSON report machine-readable
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          "is_bot": false,
          "headline": "Fix potential buffer overflow in trsp_update",
          "author_name": "Alexandru Csete",
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          "body": null,
          "is_bot": false,
          "headline": "Update .gitignore",
          "author_name": "Alexandru Csete",
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          "is_bot": false,
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          "headline": "Port GooCanvas to native GTK3/Cairo drawing",
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          "is_bot": false,
          "headline": "Update NEWS and README",
          "author_name": "Alexandru Csete",
          "author_login": "csete",
          "committed_at": "2025-12-27T13:23:14Z",
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          "is_bot": false,
          "headline": "Update contributors",
          "author_name": "Alexandru Csete",
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          "is_bot": false,
          "headline": "Show/hide satellite name, marker, and footprint on map",
          "author_name": "Alexandru Csete",
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          "headline": "Show/hide satellite name and marker on polar view",
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          "headline": "Update URLs for Celestrak TLE files",
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          "headline": "Use system font in graphical views",
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          "headline": "Disable solar terminator by default",
          "author_name": "Alexandru Csete",
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          "headline": "Replace deprecated g_qsort function",
          "author_name": "Alexandru Csete",
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          "headline": "Update satellite data",
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          "is_bot": false,
          "headline": "Update satdata generators to python3",
          "author_name": "Alexandru Csete",
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          "is_bot": false,
          "headline": "Fix typo in README",
          "author_name": "AsciiWolf",
          "author_login": "AsciiWolf",
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          "body": null,
          "is_bot": false,
          "headline": "Remove extra blank lines",
          "author_name": "Alexandru Csete",
          "author_login": "csete",
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        },
        {
          "oid": "259f8efce99588b35affd23a781220055981d77c",
          "body": "Just noticed updated does not take effect (GUI update etc).\n\nSigned-off-by: Nerijus Bendžiūnas <nerijus.bendziunas@gmail.com>",
          "is_bot": false,
          "headline": "fix: update satellites in TLE update network thread too",
          "author_name": "Nerijus Bendžiūnas",
          "author_login": "benner",
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          "headline": "ci: add github actions workflow",
          "author_name": "Sayafdine Said",
          "author_login": "saidsay-so",
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          "is_bot": false,
          "headline": "Fix directory name in README",
          "author_name": "Alexandru Csete",
          "author_login": "csete",
          "committed_at": "2025-09-19T20:57:18Z",
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          "body": "- Add svg icon installed into a standard icons dir instead of the non-standard dimensions png in pixmaps\n- Rename the desktop icon to just \"gpredict\" to match desktop file name\n- Add AppStream metainfo file\n- Fix Makefile formatting",
          "is_bot": false,
          "headline": "Desktop fixes",
          "author_name": "AsciiWolf",
          "author_login": "AsciiWolf",
          "committed_at": "2024-09-17T20:43:53Z",
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          "is_bot": false,
          "headline": "Replace obsolete automake and autoconf macros",
          "author_name": "Alexandru Csete",
          "author_login": "csete",
          "committed_at": "2023-12-24T22:56:09Z",
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          "body": null,
          "is_bot": false,
          "headline": "Add command line option to start gpredict in fullscreen mode",
          "author_name": "Alexandru Csete",
          "author_login": "csete",
          "committed_at": "2023-12-24T21:34:08Z",
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          "oid": "b74d9bdf9fcfc27d7ea606d779a8f6d6f33a6cb7",
          "body": "…rid must be set to zero after deletion to avoid a double free condition.",
          "is_bot": false,
          "headline": "Because gtk_rot_ctrl_destroy can be called more than once, ctrl->time…",
          "author_name": "KaComet",
          "author_login": "KaComet",
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          "is_coding_agent": false
        },
        {
          "oid": "dfb7b02276a9f2887be5de62a32e36c79c128637",
          "body": "…rashes Gpredict.",
          "is_bot": false,
          "headline": "Closing the rotor control window while a rotor is engaged no longer c…",
          "author_name": "KaComet",
          "author_login": "KaComet",
          "committed_at": "2023-12-24T20:17:59Z",
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        {
          "oid": "477f33854c7e543909dcbf78c73a62c5bafacd78",
          "body": "… to prevent entered time from being reverted in some cases.",
          "is_bot": false,
          "headline": "Use gtk_spin_button_update() in gtk-sat-module-tmg.c:calculate_time()…",
          "author_name": "Mikhail Bychek",
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          "oid": "6345586d04f646e1c0509d508db26153089e1c23",
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          "headline": "Update authors",
          "author_name": "Alexandru Csete",
          "author_login": "csete",
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          "oid": "f4ddb67e75ff6c3c31d6ad73ea7b14c9a7dd4657",
          "body": "Previously, the thousands place separator for gtk-freq-knob was\nhard-coded as the decimal point (\".\").\n\nMake the following changes:\n- Add a new method, get_locale_thousands_sep(), to compat.{c,h}.\n- Use this new method in gtk-freq-knob.c to determine the correct\n  thousands separator to use at runtime.",
          "is_bot": false,
          "headline": "Add internationalization to gtk-freq-knob decimal separator",
          "author_name": "Nicholas DeCicco",
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          "headline": "for libgps 3.22 - 3.25",
          "author_name": "Satoshi Yasuda, 7m3tjz",
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          "is_bot": false,
          "headline": "for libgps 3.22",
          "author_name": "Satoshi Yasuda, 7m3tjz",
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          "oid": "d86ffc1d54ba01bc7cf6b8751a2396145ede2f0b",
          "body": "This solves two problems with the orbit number calculations:\n\n- When age = 0, the orbit number must match the TLE revnum. However,\n  the expression inside the floor(..) can be give a non-zero value.\n  We need to subtract the result of the floor(..) with age = 0 to\n  account for this.\n\n- In gtk-sat-d\n[…]\nving the argument of\n  perigee and mean anomaly at epoch is wrong. The term should have\n  a positive sign, since it counts as an increasing fraction of a\n  revolution measured from the ascending node.",
          "is_bot": false,
          "headline": "Fix orbit number calculations.",
          "author_name": "Daniel Estévez",
          "author_login": "daniestevez",
          "committed_at": "2023-12-24T19:37:03Z",
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          "headline": "Update authors",
          "author_name": "Alexandru Csete",
          "author_login": "csete",
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          "oid": "2e9632d1deddc84d2ef7a2ee7e70a1e0d4e9ba7c",
          "body": null,
          "is_bot": false,
          "headline": "Change vfoCurr to currVFO",
          "author_name": "Mike Black W9MDB",
          "author_login": "mdblack98",
          "committed_at": "2023-12-24T19:20:43Z",
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          "oid": "acf6061ac92e1676143b4c581ec9d0d3725b44b1",
          "body": null,
          "is_bot": false,
          "headline": "Add get_vfos and also reset conf2 so rig gets set up again on reopening",
          "author_name": "Mike Black W9MDB",
          "author_login": "mdblack98",
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          "body": "… supported by rigctld",
          "is_bot": false,
          "headline": "Add vfo_opt to gpredict -- automatically turns on and uses vfo_opt if…",
          "author_name": "Mike Black W9MDB",
          "author_login": "mdblack98",
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          "headline": "Replace some strncpy's with memcpy to prevent gcc fortify warnings",
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          "headline": "Change abs to labs to eliminate compiler warning",
          "author_name": "Mike Black W9MDB",
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          "is_bot": false,
          "headline": "Change abs to labs",
          "author_name": "Mike Black W9MDB",
          "author_login": "mdblack98",
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          "headline": "Added CURLOPT_FOLLOWLOCATION in case of future redirects",
          "author_name": "Sean Svihla",
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          "oid": "2103b2c4a6aadbbdad326f2a9d1de49e6032f094",
          "body": "Change CelesTrak URL extensions from .com to .org.\nChange CelesTrack and AMSAT protocol from http to https.",
          "is_bot": false,
          "headline": "Changed top-level domains of CelesTrak TLE URLs",
          "author_name": "Sean Svihla",
          "author_login": "spsvihla",
          "committed_at": "2022-08-07T17:22:12Z",
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            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 42,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "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": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "7 out of 10 merged PRs checked by a CI test -- score normalized to 7",
                "points": 1.8,
                "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 10/29 approved changesets -- score normalized to 3",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 12 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "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": "10 commit(s) and 3 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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 10
            },
            "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": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 9,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.17,
              "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": "17 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 9.1,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 17,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "critical",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 29,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "win32/Makefile"
              ],
              "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": "win32/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "win32/Makefile"
                    }
                  }
                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "C (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C"
                    }
                  }
                ],
                "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": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "C",
              "largest_source_bytes": 96664,
              "source_files_sampled": 192,
              "oversized_source_files": 2
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "2/192 source files over 60KB",
                "points": 54.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 192,
                      "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": "2026-07-28T01:11:36.596918Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/csete/gpredict.svg",
  "full_name": "csete/gpredict",
  "license_state": "standard",
  "license_spdx": "GPL-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.