Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-25 14:01 UTC

GyeongHoKim / preflight

code review pre-push hook using ai coding agents

Go · ShellNo license detected★ 0 stars⑂ 0 forkssince Mar 2026View on GitHub ↗

GyeongHoKim/preflight holds a health index of 44 out of 100, placing it in the At risk band. It scores highest on AI Readiness (82/100) and lowest on Community & Adoption (12/100). It was last updated 122 days ago. A single contributor accounts for most of its recent work.

44
overall / 100
At risk

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.

44
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

GyeongHo KimPersonal account
12 followers70 public repossince Aug 2018IDIS

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/GyeongHoKim/preflightv0.4.1-5122 days ago

Metrics by category

Vitality

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

48At risk · 22% of overall
How it's scored
9.9/36Push recency — last push 122 days ago
1.4/36Commit cadence — 2/52 weeks with commits
14.5/18Commit volume — 40 commits in the last year
0/10OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Inputs used
commits_last_year40
human_commit_share1
days_since_last_push122
active_weeks_last_year2
How it's scored
27/27Ships releases — 5 releases published
27/36Release recency — latest release 122 days ago
27/27Release cadence — a release every ~1.8 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count5
latest_release_tagv0.4.1
releases_from_tagsno
days_since_latest_release122
mean_days_between_releases1.8

Community & Adoption

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

12Critical · 18% of overall
How it's scored
0/60Stars — 0 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
0/22.5License — no license file detected
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseno
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sustainability & Governance

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

55Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
0/46.8Issue resolution — no issues or no data
38.2/38.3PR acceptance — 7/7 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/10 approved changesets -- score normalized to 0
Inputs used
merged_prs7
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
8/25Owner reach — 12 followers of GyeongHoKim
25/25Track record — 70 public repos, account ~7 yr old
Inputs used
followers12
owner_typeUser
is_verified
owner_loginGyeongHoKim
public_repos70
account_age_days2,908
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 122 days ago
20/20Version history — 5 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/GyeongHoKim/preflight
ecosystemsgo
any_deprecatedno
min_days_since_publish122

Engineering Quality

Are baseline engineering and documentation practices in place?

66Moderate · 20% of overall
How it's scored
24/24CI workflows — 4 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 7 out of 7 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

40At risk
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
0/10Wiki
Inputs used
topics
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?

29Critical · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 7 out of 7 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
0/7.5Code-Review — Found 0/10 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
0/2.5License — license file not detected
0/7.5Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
5/5Packaging — packaging workflow detected
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
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate2.9

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.

82Good · 0% of overall
How it's scored
45/45Agent instructions — .cursor/rules/specify-rules.mdc, CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 37 of 40 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.925
agent_instruction_files.cursor/rules/specify-rules.mdc, CLAUDE.md
agent_instruction_max_bytes3,265
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 40
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileno
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configs
agent_commit_share0
toolchain_manifestsgo.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Go (statically typed)
55/55Manageable file sizes — 0/35 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes7,433
source_files_sampled35
oversized_source_files0

Key facts

0GitHub stars
1contributors
40commits, last 12 months
122days since last push
5releases
1bus factor
0open issues
Go, npmpackage ecosystems

Data collection warnings

  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

OpenSSF Scorecard 2.9 / 10
2.9aggregate

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 · 2026-07-25 14:01 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests7 out of 7 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/10 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
0Licenselicense file not detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
10Packagingpackaging workflow 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
3Vulnerabilities7 existing vulnerabilities detected
Direct dependencies 6
RegistryPackageVersion constraintManifest
Gocharm.land/bubbletea/v2v2.0.2go.mod
Gocharm.land/lipgloss/v2v2.0.2go.mod
Gogithub.com/mattn/go-isattyv0.0.20go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
All dependencies not collected

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

Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 323,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "Go": 88866,
        "Shell": 59969,
        "Makefile": 1518
      },
      "pushed_at": "2026-03-25T08:05:34Z",
      "created_at": "2026-03-18T02:37:42Z",
      "owner_type": "User",
      "updated_at": "2026-03-25T08:04:34Z",
      "description": "code review pre-push hook using ai coding agents",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "main",
      "license_spdx_raw": null,
      "primary_language": "Go",
      "significant_languages": [
        "Go",
        "Shell"
      ]
    },
    "owner": {
      "blog": "gyeongho.dev",
      "name": "GyeongHo Kim",
      "type": "User",
      "login": "GyeongHoKim",
      "company": "IDIS",
      "location": "Seoul, Republic of Korea",
      "followers": 12,
      "avatar_url": "https://avatars.githubusercontent.com/u/42205408?v=4",
      "created_at": "2018-08-08T10:05:17Z",
      "is_verified": null,
      "public_repos": 70,
      "account_age_days": 2908
    },
    "license": {
      "state": "absent",
      "spdx_id": null,
      "raw_spdx": null,
      "file_present": false,
      "scorecard_found": false,
      "profile_has_license": false
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.4.1",
          "kind": "patch",
          "published_at": "2026-03-25T08:06:54Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2026-03-20T00:28:43Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2026-03-19T06:43:21Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2026-03-18T08:19:08Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-03-18T07:04:47Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "13edc87a7f51253fe754d5337036cb40a29faf2a",
          "body": "fix: asset url unmatch",
          "is_bot": false,
          "headline": "Merge pull request #7 from GyeongHoKim/fix/installer",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-25T08:04:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9844642a22df2e12e86002db8dd47eea6c28297",
          "body": "- asset의 경로는 v가 없으나 installer 스크립트가 v를 붙여서 404 에러가\n  발생하는 문제",
          "is_bot": false,
          "headline": "fix: asset url unmatch",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-25T07:57:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "15073fe1a174ddf2f75a5aedd2c216b2ea725287",
          "body": "feat: AI 대기 중 liquid blob 스피너 + Bubbletea/Lipgloss v2",
          "is_bot": false,
          "headline": "Merge pull request #6 from GyeongHoKim/002-animated-waiting-spinner",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-20T00:24:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7eee661b00e785073582b2809623a8f50a043eda",
          "body": "- Document charm.land/lipgloss/v2 module path; refresh Constitution IV notes\n- Mark tasks T001–T025 complete in tasks.md\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "docs(002): align agent docs, research, quickstart, and completed tasks",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-20T00:05:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f96e0e5bda7e960f6cae2a254979536cd215bd44",
          "body": "- Bubbletea v2 WaitingModel: ticks, provider tea.Cmd, review handoff\n- Plain path: stderr progress without ESC; TTY path shows liquid blob\n- runReviewWithRetry shared; interrupt handling and fail-open preserved\n- Tests: interrupt msg, render panic fallback, plain stdout/stderr hygiene\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "feat(hook): async provider with WaitingModel spinner and plain progress",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-20T00:05:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e312c499b9b408e69cba738f037815b1c8d1993",
          "body": "- Lipgloss v2 colored path; DisableANSI plain grid for goldens\n- Golden file parity and adjacent-frame smoothness metrics\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "feat(tui): add RenderFrame for spinner with ANSI/plain and SC-002 tests",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-20T00:05:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2c83186c319b49947660351692db2e119eed909",
          "body": "- ComputeFrame with metaballs, planar wave, pulse, rectangular edge falloff\n- Bitwise-stable Frame for fixed config/tick/seed; stdlib-only package\n- Golden writer test helper (WRITE_SPINNER_GOLDEN=1) for spinner_golden fixtures\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "feat(anim): add deterministic liquid-blob field for waiting animation",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-20T00:05:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "25848b82955b17442c8d0b30d7c1840871f67046",
          "body": "- View returns tea.View via tea.NewView; handle KeyPressMsg\n- Replace teatest with direct Update/View assertions\n- Add Review() accessor for hook orchestration\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "refactor(tui): migrate ReviewModel to Bubbletea v2 and Lipgloss v2",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-20T00:05:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "355d5e9311da62eb36d22cd70c81c2d0b0cef60b",
          "body": "- Require charm.land/bubbletea/v2 and charm.land/lipgloss/v2\n- Drop Bubbletea/Lipgloss v1 direct requires; refresh indirect deps\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "chore(deps): migrate to Bubbletea v2 and Lipgloss v2",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-20T00:05:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aeba53bb207c350d107042af665382eb2bb621b3",
          "body": "…spinner",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/main' into 002-animated-waiting-…",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-19T09:23:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f9022e31dcd749ca29252594e0626e3a647f966",
          "body": null,
          "is_bot": false,
          "headline": "docs: animation spinner tasks specified",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-19T09:22:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a70a467df0c8fc9c58c0aef6b6f1d268fffdc6c",
          "body": "Feature/review quality",
          "is_bot": false,
          "headline": "Merge pull request #5 from GyeongHoKim/feature/review-quality",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-19T09:18:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26b5e09880ee4e5cb67d8c8075545ed83ed884bf",
          "body": null,
          "is_bot": false,
          "headline": "docs: animation plan specified",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-19T08:44:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b921b696e74352e28a4ff150e82b13d9044096e0",
          "body": null,
          "is_bot": false,
          "headline": "docs: animation spec specified",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-19T08:43:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca867f8c3f0b976156e678a7947b6ecd14055d76",
          "body": "- json 스키마와 파싱에 대해 verdict와 confidence 필드 추가(OpenAPI 쿡북\n  예시 참고함)",
          "is_bot": false,
          "headline": "feat: verdict, confidence",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-19T07:44:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4752dd6939365089f32c94ed381fe66880e1b64c",
          "body": "- 새로운 브랜치를 생성해서 푸시하는 경우, remote에 origin/HEAD가 없을\n  수도 있음, fallback으로 origin/main과 origin/master를 쓰고 안되면 exit\n  0하도록 수정",
          "is_bot": false,
          "headline": "feat: improve new branch logic",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-19T07:42:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "30cc308679294d5c3ecef65f555810f5c24eea3d",
          "body": "- qwen과 gemini는 Structured Output JSON을 생성할 수 있는 flag가\n  존재하지 않음\n- 해당 기능을 제공하는 claude와 codex만 남기고 나머지는 제거",
          "is_bot": false,
          "headline": "feat: delete support of qwen and gemini cli",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-19T07:41:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "226742e914c6293ad02901176d40b9e43ad9c800",
          "body": "Refactor/parse",
          "is_bot": false,
          "headline": "Merge pull request #4 from GyeongHoKim/refactor/parse",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-19T06:40:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ecaaf90a8ad0c5c6f294ca095e8fad0092e75b6",
          "body": "- global, project config file name 변경, .preflight.yml로 일치시킴\n- .preflight-example.yml 예제 추가",
          "is_bot": false,
          "headline": "feat: config file naming change",
          "author_name": "GyeongHo Kim",
          "author_login": "GyeongHoKim",
          "committed_at": "2026-03-19T06:07:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c691072247704eb6aa28668f7acc5e677a23524c",
          "body": "- parse 시 provider 이름에 따라 각 provider에 맞는 파싱방법을\n  siwtch-case 문으로 리팩터링\n- test 케이스는 순환 참조 문제로 인해 parse_test로 패키지명 수정",
          "is_bot": false,
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                "max_points": 22.5
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                "key": "openssf_scorecard_contributors",
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                "max_points": 46.75
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                "key": "pr_acceptance",
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                "max_points": 38.25
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                "key": "openssf_scorecard_code_review",
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            ]
          },
          {
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                "code": "weights_renormalized",
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            "inputs": {
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                "key": "ownership_backing",
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                "max_points": 30
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                "key": "verified_domain",
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                "max_points": 20
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              {
                "key": "owner_reach",
                "name": "Owner reach",
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                "max_points": 25
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                "key": "track_record",
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                    "code": "account_age_years",
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                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "notes": [],
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                "key": "published_resolvable",
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                "key": "publish_recency",
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        ],
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                "key": "dependency_update_tool",
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                "key": "fuzzing",
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                "key": "license",
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              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "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": "7 existing vulnerabilities detected",
                "points": 2.2,
                "status": "partial",
                "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": 2
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 82,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.925,
              "agent_instruction_files": [
                ".cursor/rules/specify-rules.mdc",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 3265
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".cursor/rules/specify-rules.mdc, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".cursor/rules/specify-rules.mdc, CLAUDE.md"
                    }
                  }
                ],
                "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": "37 of 40 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 37,
                      "sampled": 40
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 40",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 40
                    }
                  }
                ],
                "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": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 7433,
              "source_files_sampled": 35,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/35 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 35,
                      "oversized": 0
                    }
                  }
                ],
                "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": [
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T14:01:57.307518Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/GyeongHoKim/preflight.svg",
  "full_name": "GyeongHoKim/preflight",
  "license_state": "absent",
  "license_spdx": null
}

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

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

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