Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-27 07:45 UTC

KhazP / vibe-coding-prompt-template

Templates and workflow for generating PRDs, Tech Designs, and MVP and more using LLMs for AI IDEs

PythonMIT★ 2,679 stars⑂ 332 forkssince Apr 2025View on GitHub ↗
#no-code#ai-agents#ai-workflow#beginner-friendly#development-workflows#low-code#mvp-development#product-requirement-document#prompt-enginering#technical-design#vibe-coding#dev-tools#llm-tools#llm-workflow#workflow-automation#claude-skills#claude-code#claude-code-skills

KhazP/vibe-coding-prompt-template holds a health index of 59 out of 100, placing it in the Moderate band. It scores highest on Community & Adoption (88/100) and lowest on Sustainability & Governance (37/100). 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

Alp YalayPersonal account
65 followers11 public repossince Jul 2022Çağla Cabaoğlu Gallery

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?

71Good · 22% of overall

Development activity

58Moderate
How it's scored
28.8/36Push recency — last push 8 days ago
11.1/36Commit cadence — 16/52 weeks with commits
16/18Commit volume — 59 commits in the last year
2/10OpenSSF Scorecard: Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2
Inputs used
commits_last_year59
human_commit_share0.978
days_since_last_push8
active_weeks_last_year16

Release discipline

90Excellent
How it's scored
27/27Ships releases — 7 releases published
36/36Release recency — latest release 8 days ago
27/27Release cadence — a release every ~38.9 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count7
latest_release_tagv3.0.0
releases_from_tagsno
days_since_latest_release8
mean_days_between_releases38.9

Community & Adoption

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

88Excellent · 18% of overall

Popularity & adoption

84Good
How it's scored
55.6/60Stars — 2,679 stars
21/25Forks — 332 forks
7/15Watchers — 19 watchers
Inputs used
forks332
stars2,679
watchers19
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

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

Sustainability & Governance

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

37At risk · 24% of overall

Maintainer resilience (bus factor)

13Critical
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

Issue & PR responsiveness

54Moderate
How it's scored
46.8/46.8Issue resolution — 100% of issues closed
7.7/38.3PR acceptance — 1/5 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs1
open_issues0
closed_issues2
issue_closed_ratio1
closed_unmerged_prs4

Ownership & stewardship

49At risk
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
13.1/25Owner reach — 65 followers of KhazP
16/25Track record — 11 public repos, account ~4 yr old
Inputs used
followers65
owner_typeUser
is_verified—
owner_loginKhazP
public_repos11
account_age_days1,480
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

58Moderate · 20% of overall

Engineering practices

30At risk
How it's scored
24/24CI workflows — 3 workflow(s)
0/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsno
has_editorconfigno
has_linter_configno
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://vibeworkflow.app/
10/10Repository description
10/10Topics — 18 topics
10/10Wiki
Inputs used
topicsno-code, ai-agents, ai-workflow, beginner-friendly, development-workflows, low-code, mvp-development, product-requirement-document, prompt-enginering, technical-design, vibe-coding, dev-tools, llm-tools, llm-workflow, workflow-automation, claude-skills, claude-code, claude-code-skills
has_wikiyes
homepagehttps://vibeworkflow.app/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

47At risk · 16% of overall

Security posture

47At risk
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
0/2.5CI-Tests — no data
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 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
2.5/2.5License — license file detected
1.5/7.5Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.6
Excluded from scoring (no data or not applicable): ci_tests, 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.

39At risk · 0% of overall

Agent context & guidance

69Moderate
How it's scored
45/45Agent instructions — examples/reddit-to-ai/AGENTS.md, templates/AGENTS.md, templates/tool-adapters/CLAUDE.md
0/15Machine-readable docs (llms.txt)
24.3/40Legible commit history — 41 of 90 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.456
agent_instruction_filesexamples/reddit-to-ai/AGENTS.md, templates/AGENTS.md, templates/tool-adapters/CLAUDE.md
agent_instruction_max_bytes6,761

Verify loop (build / test / typecheck)

10Critical
How it's scored
0/18One-command bootstrap
0/22Automated tests
0/11Lint / format config
0/11Static type checking
0/10Reproducible environment
10/10Demonstrated agent practice — 6 of the last 92 commits agent-authored or agent-credited
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_languageno
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configs—
agent_commit_share0.065
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

55Moderate
How it's scored
0/45Type-checkable code — Python without a type-check config
55/55Manageable file sizes — 0/1 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes22,606
source_files_sampled1
oversized_source_files0

Machine-readable interfaces

40At risk
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_files—

Key facts

2,679GitHub stars
1contributors
59commits, last 12 months
8days since last push
7releases
1bus factor
0open 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 ★ / 332 ⇿
0Stars
332Forks
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.

0125250375332372025-052025-122026-07
Major 3Minor 4Patch 0

Each point covers 2 days.

OpenSSF Scorecard 4.6 / 10
4.6aggregate

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 · 2026-07-27 07:45 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 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
10Licenselicense file detected
2Maintained3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
9Token-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,
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          "is_bot": false,
          "headline": "v3.0.0 — Contracts & Handoffs",
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          "headline": "Update author name in CITATION.cff",
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          "headline": "feat: restore citation file for project metadata",
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          "author_login": "KhazP",
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          "is_bot": false,
          "headline": "feat: add missing template, CI workflow, and policy docs",
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          "is_bot": false,
          "headline": "fix: remove stale and brittle content from part3 prompt",
          "author_name": "KhazP",
          "author_login": "KhazP",
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          "is_coding_agent": true
        },
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          "body": "- SECURITY.md: replace unresolved [your-email] placeholder with\n  link to GitHub private vulnerability reporting\n- FUNDING.yml: prune 10 unused commented placeholder lines;\n  keep only active entries (github, patreon, buy_me_a_coffee)\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: clean up GitHub repo configuration files",
          "author_name": "KhazP",
          "author_login": "KhazP",
          "committed_at": "2026-04-09T17:43:23Z",
          "body_truncated": false,
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
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                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
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                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
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                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 1,
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              "issue_closed_ratio": 1,
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            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
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                      "share": 100
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                  }
                ],
                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1/5 decided PRs merged",
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                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
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            ]
          },
          {
            "key": "stewardship",
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            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
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                "code": "weights_renormalized",
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            "value": 49,
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              "owner_type": "User",
              "is_verified": null,
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              "account_age_days": 1480
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            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
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                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
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                "max_points": 20
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              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "65 followers of KhazP",
                "points": 13.1,
                "status": "partial",
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                    "code": "owner_followers",
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                      "count": 65,
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                  }
                ],
                "max_points": 25
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              {
                "key": "track_record",
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                "detail": "11 public repos, account ~4 yr old",
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                    "code": "public_repos",
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                      "count": 11
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                  },
                  {
                    "code": "account_age_years",
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                ],
                "max_points": 25
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
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        "name": "Engineering Quality",
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        "weight": 0.2,
        "metrics": [
          {
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            "notes": [
              {
                "code": "excluded_no_data",
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                "key": "ci_workflows",
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                "max_points": 24
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                "key": "tests_present",
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                "details": [],
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              },
              {
                "key": "linter_config",
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              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
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                "points": 0,
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                "max_points": 9.6
              },
              {
                "key": "editorconfig",
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                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
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                "status": "excluded",
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                ],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
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                "llm-tools",
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              "has_docs_dir": true,
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                "key": "readme",
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                "key": "documentation_directory",
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              {
                "key": "documentation_homepage_site",
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                "key": "wiki",
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        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
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                "code": "excluded_no_data",
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              },
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                "code": "weights_renormalized",
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            "value": 47,
            "inputs": {
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                "key": "binary_artifacts",
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              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
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                "points": 3.8,
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                "max_points": 7.5
              },
              {
                "key": "ci_tests",
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                "points": 0,
                "status": "excluded",
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                  }
                ],
                "max_points": 2.5
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                "key": "cii_best_practices",
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                "points": 0,
                "status": "missed",
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              {
                "key": "code_review",
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              {
                "key": "contributors",
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                "max_points": 2.5
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                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
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                "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": "3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 5
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              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
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                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
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                "status": "met",
                "details": [],
                "max_points": 5
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              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
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              {
                "key": "token_permissions",
                "name": "Token-Permissions",
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                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
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                "max_points": 7.5
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          {
            "key": "high_risk_jurisdiction_exposure",
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            "notes": [
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                "code": "jurisdiction_evidence_limits",
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              }
            ],
            "value": 100,
            "inputs": {
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                "North Korea"
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              "review_only_matches": 0,
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            "components": [
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                "key": "policy_exposure_multiplier",
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                "status": "met",
                "details": [
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                    "code": "jurisdiction_no_match",
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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            "inputs": {
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  "license_state": "standard",
  "license_spdx": "MIT"
}

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