Public recordModerate
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-17 21:26 UTC
pakitovic / gb-cycle
A hardware-accuracy-focused Game Boy / Game Boy Color / Super Game Boy emulator written in Rust, developed with support from AI-assisted tooling
pakitovic/gb-cycle holds a health index of 56 out of 100, placing it in the Moderate band. It scores highest on Vitality (81/100) and lowest on Community & Adoption (24/100). It was last updated 4 days ago. A single contributor accounts for most of its recent work.
56
overall / 100Software 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.
56
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)
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
Francis MolinaPersonal account
19 followers17 public repossince Apr 2016@TwenixPlatform
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?
81
Development activity
75Good
How it's scored
| 36/36 | Push recency — last push 4 days ago |
| 11.1/36 | Commit cadence — 16/52 weeks with commits |
| 18/18 | Commit volume — 355 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 355 |
| human_commit_share | — |
| days_since_last_push | 4 |
| active_weeks_last_year | 16 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 13 releases published |
| 36/36 | Release recency — latest release 43 days ago |
| 27/27 | Release cadence — a release every ~2.4 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 13 |
| latest_release_tag | v0.2.1 |
| releases_from_tags | no |
| days_since_latest_release | 43 |
| mean_days_between_releases | 2.4 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
24
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 2 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 1 watchers |
Inputs used
| forks | 0 |
| stars | 2 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
44
Maintainer resilience (bus factor)
17Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0.6/22.5 | Commit distribution — top contributor authored 97% of commits |
| 4.1/13.5 | Contributor breadth — 3 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0.974 |
How it's scored
| 0/46.8 | Issue resolution — no issues or no data |
| 37.8/38.3 | PR acceptance — 264/267 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/29 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 264 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 3 |
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
Ownership & stewardship
51Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 9.4/25 | Owner reach — 19 followers of pakitovic |
| 21.1/25 | Track record — 17 public repos, account ~10 yr old |
Inputs used
| followers | 19 |
| owner_type | User |
| is_verified | — |
| owner_login | pakitovic |
| public_repos | 17 |
| account_age_days | 3,741 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Engineering Quality
Are baseline engineering and documentation practices in place?
77
Engineering practices
68Moderate
How it's scored
| 24/24 | CI workflows — 8 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://pakitovic.github.io/gb-cycle/ |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | https://pakitovic.github.io/gb-cycle/ |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
47
Security posture
47At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/29 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6.8/7.5 | Vulnerabilities — 1 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.7 |
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.
73
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — AGENTS.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 4,845 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — Rust (statically typed) |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | Cargo.lock |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
Code legibility for models
99Excellent
How it's scored
| 45/45 | Type-checkable code — Rust (statically typed) |
| 53.7/55 | Manageable file sizes — 17/710 source files over 60KB |
Inputs used
| primary_language | Rust |
| largest_source_bytes | 173,761 |
| source_files_sampled | 710 |
| oversized_source_files | 17 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
2GitHub stars
3contributors
355commits, last 12 months
4days since last push
13releases
1bus factor
0open issues
crates.iopackage ecosystems
More detail
OpenSSF Scorecard 4.7 / 10
4.7aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/29 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 9 | Vulnerabilities | 1 existing vulnerabilities detected |
All dependencies 136
Full resolved dependency set from the GitHub dependency graph: 0 direct and 136 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| crates.io | adler2 | 2.0.1 | indirect |
| crates.io | aho-corasick | 1.1.4 | indirect |
| crates.io | alloca | 0.4.0 | indirect |
| crates.io | anes | 0.1.6 | indirect |
| crates.io | anstyle | 1.0.14 | indirect |
| crates.io | askama | — | indirect |
| crates.io | askama | 0.16.0 | indirect |
| crates.io | askama_derive | 0.16.0 | indirect |
| crates.io | askama_macros | 0.16.0 | indirect |
| crates.io | askama_parser | 0.16.0 | indirect |
| crates.io | autocfg | 1.5.1 | indirect |
| crates.io | basic-toml | 0.1.10 | indirect |
| crates.io | bitflags | 2.12.1 | indirect |
| crates.io | block-buffer | 0.12.0 | indirect |
| crates.io | bumpalo | 3.20.3 | indirect |
| crates.io | cast | 0.3.0 | indirect |
| crates.io | cc | 1.2.63 | indirect |
| crates.io | cfg-if | 1.0.4 | indirect |
| crates.io | ciborium | — | indirect |
| crates.io | ciborium | 0.2.2 | indirect |
| crates.io | ciborium-io | 0.2.2 | indirect |
| crates.io | ciborium-ll | 0.2.2 | indirect |
| crates.io | clap | 4.6.1 | indirect |
| crates.io | clap_builder | 4.6.0 | indirect |
| crates.io | clap_lex | 1.1.0 | indirect |
| crates.io | cmake | 0.1.58 | indirect |
| crates.io | const-oid | 0.10.2 | indirect |
| crates.io | cpufeatures | 0.3.0 | indirect |
| crates.io | crc32fast | 1.5.0 | indirect |
| crates.io | criterion | — | indirect |
| crates.io | criterion | 0.8.2 | indirect |
| crates.io | criterion-plot | 0.8.2 | indirect |
| crates.io | crossbeam-deque | 0.8.6 | indirect |
| crates.io | crossbeam-epoch | 0.9.18 | indirect |
| crates.io | crossbeam-utils | 0.8.21 | indirect |
| crates.io | crunchy | 0.2.4 | indirect |
| crates.io | crypto-common | 0.2.2 | indirect |
| crates.io | digest | 0.11.3 | indirect |
| crates.io | either | 1.16.0 | indirect |
| crates.io | equivalent | 1.0.2 | indirect |
| crates.io | fdeflate | 0.3.7 | indirect |
| crates.io | find-msvc-tools | 0.1.9 | indirect |
| crates.io | flate2 | 1.1.9 | indirect |
| crates.io | futures-core | 0.3.32 | indirect |
| crates.io | futures-task | 0.3.32 | indirect |
| crates.io | futures-util | 0.3.32 | indirect |
| crates.io | gb-benchmark | — | indirect |
| crates.io | gb-core | — | indirect |
| crates.io | gb-persistence | — | indirect |
| crates.io | glob | 0.3.3 | indirect |
| crates.io | half | 2.7.1 | indirect |
| crates.io | hashbrown | 0.17.1 | indirect |
| crates.io | hybrid-array | 0.4.12 | indirect |
| crates.io | indexmap | 2.14.0 | indirect |
| crates.io | itertools | 0.13.0 | indirect |
| crates.io | itoa | 1.0.18 | indirect |
| crates.io | js-sys | 0.3.99 | indirect |
| crates.io | libc | 0.2.186 | indirect |
| crates.io | memchr | 2.8.1 | indirect |
| crates.io | miniz_oxide | 0.8.9 | indirect |
| crates.io | num-traits | 0.2.19 | indirect |
| crates.io | once_cell | 1.21.4 | indirect |
| crates.io | oorandom | 11.1.5 | indirect |
| crates.io | page_size | 0.6.0 | indirect |
| crates.io | percent-encoding | 2.3.2 | indirect |
| crates.io | pin-project-lite | 0.2.17 | indirect |
| crates.io | pkg-config | 0.3.33 | indirect |
| crates.io | plotters | 0.3.7 | indirect |
| crates.io | plotters-backend | 0.3.7 | indirect |
| crates.io | plotters-svg | 0.3.7 | indirect |
| crates.io | png | — | indirect |
| crates.io | png | 0.18.1 | indirect |
| crates.io | proc-macro2 | 1.0.106 | indirect |
| crates.io | quote | 1.0.45 | indirect |
| crates.io | rayon | — | indirect |
| crates.io | rayon | 1.12.0 | indirect |
| crates.io | rayon-core | 1.13.0 | indirect |
| crates.io | regex | 1.12.3 | indirect |
| crates.io | regex-automata | 0.4.14 | indirect |
| crates.io | regex-syntax | 0.8.10 | indirect |
| crates.io | rpkg-config | 0.1.2 | indirect |
| crates.io | rustc-hash | 2.1.2 | indirect |
| crates.io | rustversion | 1.0.22 | indirect |
| crates.io | same-file | 1.0.6 | indirect |
| crates.io | sdl3 | — | indirect |
| crates.io | sdl3 | 0.18.4 | indirect |
| crates.io | sdl3-image-src | 3.4.4 | indirect |
| crates.io | sdl3-image-sys | 0.6.3+SDL-image-3.4.4 | indirect |
| crates.io | sdl3-mixer-src | 3.2.2 | indirect |
| crates.io | sdl3-mixer-sys | 0.6.2+SDL-mixer-3.2.2 | indirect |
| crates.io | sdl3-src | 3.4.8 | indirect |
| crates.io | sdl3-sys | 0.6.5+SDL-3.4.8 | indirect |
| crates.io | sdl3-ttf-src | 3.2.3 | indirect |
| crates.io | sdl3-ttf-sys | 0.6.0+SDL-ttf-3.2.2 | indirect |
| crates.io | serde | — | indirect |
| crates.io | serde | 1.0.228 | indirect |
| crates.io | serde-big-array | — | indirect |
| crates.io | serde-big-array | 0.5.1 | indirect |
| crates.io | serde_core | 1.0.228 | indirect |
| crates.io | serde_derive | 1.0.228 | indirect |
| crates.io | serde_json | — | indirect |
| crates.io | serde_json | 1.0.150 | indirect |
| crates.io | serde_spanned | 1.1.1 | indirect |
| crates.io | sha2 | — | indirect |
| crates.io | sha2 | 0.11.0 | indirect |
| crates.io | shlex | 2.0.1 | indirect |
| crates.io | simd-adler32 | 0.3.9 | indirect |
| crates.io | slab | 0.4.12 | indirect |
| crates.io | syn | 2.0.117 | indirect |
| crates.io | tinytemplate | 1.2.1 | indirect |
| crates.io | toml | — | indirect |
| crates.io | toml | 1.1.2+spec-1.1.0 | indirect |
| crates.io | toml_datetime | 1.1.1+spec-1.1.0 | indirect |
| crates.io | toml_parser | 1.1.2+spec-1.1.0 | indirect |
| crates.io | toml_writer | 1.1.1+spec-1.1.0 | indirect |
| crates.io | typed-path | 0.12.3 | indirect |
| crates.io | typenum | 1.20.1 | indirect |
| crates.io | unicode-ident | 1.0.24 | indirect |
| crates.io | walkdir | 2.5.0 | indirect |
| crates.io | wasm-bindgen | 0.2.122 | indirect |
| crates.io | wasm-bindgen-macro | 0.2.122 | indirect |
| crates.io | wasm-bindgen-macro-support | 0.2.122 | indirect |
| crates.io | wasm-bindgen-shared | 0.2.122 | indirect |
| crates.io | web-sys | 0.3.99 | indirect |
| crates.io | winapi | 0.3.9 | indirect |
| crates.io | winapi-i686-pc-windows-gnu | 0.4.0 | indirect |
| crates.io | winapi-util | 0.1.11 | indirect |
| crates.io | winapi-x86_64-pc-windows-gnu | 0.4.0 | indirect |
| crates.io | windows-link | 0.2.1 | indirect |
| crates.io | windows-sys | 0.61.2 | indirect |
| crates.io | winnow | 1.0.3 | indirect |
| crates.io | zerocopy | 0.8.50 | indirect |
| crates.io | zerocopy-derive | 0.8.50 | indirect |
| crates.io | zip | — | indirect |
| crates.io | zip | 8.6.0 | indirect |
| crates.io | zmij | 1.0.21 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 19162,
"has_wiki": true,
"homepage": "https://pakitovic.github.io/gb-cycle/",
"languages": {
"HTML": 5440,
"Rust": 7989654,
"Shell": 14149,
"Makefile": 896,
"RenderScript": 1
},
"pushed_at": "2026-07-13T04:22:18Z",
"created_at": "2026-03-09T20:28:03Z",
"owner_type": "User",
"updated_at": "2026-06-19T19:54:53Z",
"description": "A hardware-accuracy-focused Game Boy / Game Boy Color / Super Game Boy emulator written in Rust, developed with support from AI-assisted tooling",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"primary_language": "Rust",
"significant_languages": [
"Rust"
]
},
"owner": {
"blog": "https://www.twenix.com/",
"name": "Francis Molina",
"type": "User",
"login": "pakitovic",
"company": "@TwenixPlatform",
"location": "Almería, Spain",
"followers": 19,
"avatar_url": "https://avatars.githubusercontent.com/u/18547138?v=4",
"created_at": "2016-04-19T07:12:18Z",
"is_verified": null,
"public_repos": 17,
"account_age_days": 3741
},
"activity": {
"releases_count": 13,
"commits_last_year": 355,
"latest_release_at": "2026-06-04T13:49:41Z",
"latest_release_tag": "v0.2.1",
"releases_from_tags": false,
"days_since_last_push": 4,
"active_weeks_last_year": 16,
"days_since_latest_release": 43,
"mean_days_between_releases": 2.4
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 42,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": []
},
"popularity": {
"forks": 0,
"stars": 2,
"watchers": 1,
"open_issues_and_prs": 3
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [
"Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 173761,
"source_files_sampled": 710,
"oversized_source_files": 17,
"agent_instruction_files": [
"AGENTS.md"
],
"agent_instruction_max_bytes": 4845
},
"dependencies": {
"manifests": [
"Cargo.toml"
],
"ecosystems": [
"crates"
],
"dependencies": [],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "adler2",
"direct": false,
"version": "2.0.1",
"ecosystem": "crates"
},
{
"name": "aho-corasick",
"direct": false,
"version": "1.1.4",
"ecosystem": "crates"
},
{
"name": "alloca",
"direct": false,
"version": "0.4.0",
"ecosystem": "crates"
},
{
"name": "anes",
"direct": false,
"version": "0.1.6",
"ecosystem": "crates"
},
{
"name": "anstyle",
"direct": false,
"version": "1.0.14",
"ecosystem": "crates"
},
{
"name": "askama",
"direct": false,
"version": null,
"ecosystem": "crates"
},
{
"name": "askama",
"direct": false,
"version": "0.16.0",
"ecosystem": "crates"
},
{
"name": "askama_derive",
"direct": false,
"version": "0.16.0",
"ecosystem": "crates"
},
{
"name": "askama_macros",
"direct": false,
"version": "0.16.0",
"ecosystem": "crates"
},
{
"name": "askama_parser",
"direct": false,
"version": "0.16.0",
"ecosystem": "crates"
},
{
"name": "autocfg",
"direct": false,
"version": "1.5.1",
"ecosystem": "crates"
},
{
"name": "basic-toml",
"direct": false,
"version": "0.1.10",
"ecosystem": "crates"
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{
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{
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{
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"components": [
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"weight": 0,
"metrics": [
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}
}
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},
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},
{
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{
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}
],
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}
]
},
{
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"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
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{
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},
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},
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},
{
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}
],
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{
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],
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},
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}
],
"max_points": 10
},
{
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],
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},
{
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}
]
},
{
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},
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}
],
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},
{
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"points": 53.7,
"status": "partial",
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}
}
],
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}
]
},
{
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"name": "Machine-readable interfaces",
"note": null,
"notes": [],
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"inputs": {
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],
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"api_schema_files": []
},
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{
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"points": 0,
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},
{
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},
{
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],
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]
}
],
"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": [],
"report_type": "repository",
"generated_at": "2026-07-17T21:26:16.550556Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/pakitovic/gb-cycle.svg",
"full_name": "pakitovic/gb-cycle",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.12.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.