Public recordAt risk
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-17 02:45 UTC
zhudotexe / fanoutqa
Companion code for FanOutQA: Multi-Hop, Multi-Document Question Answering for Large Language Models (ACL 2024)
zhudotexe/fanoutqa holds a health index of 45 out of 100, placing it in the At risk band. It scores highest on Engineering Quality (64/100) and lowest on Security (25/100). It was last updated 104 days ago. A single contributor accounts for most of its recent work.
45
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.
45
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
Andrew ZhuPersonal account
129 followers107 public repossince Sep 2014University of Pennsylvania
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| PyPI | fanoutqa | 1.1.1 | - | 8 | 644 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
40
Development activity
22Critical
How it's scored
| 9.9/36 | Push recency — last push 104 days ago |
| 2.8/36 | Commit cadence — 4/52 weeks with commits |
| 9.4/18 | Commit volume — 10 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
Inputs used
| commits_last_year | 10 |
| human_commit_share | — |
| days_since_last_push | 104 |
| active_weeks_last_year | 4 |
Release discipline
68Moderate
How it's scored
| 27/27 | Ships releases — 7 releases published |
| 7.2/36 | Release recency — latest release 644 days ago |
| 27/27 | Release cadence — a release every ~40 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 7 |
| latest_release_tag | v1.1.1 |
| releases_from_tags | no |
| days_since_latest_release | 644 |
| mean_days_between_releases | 40 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
42
Popularity & adoption
35At risk
How it's scored
| 28.8/60 | Stars — 61 stars |
| 6.5/25 | Forks — 7 forks |
| 0/15 | Watchers — 1 watchers |
Inputs used
| forks | 7 |
| stars | 61 |
| 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 (MIT) |
| 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?
51
Maintainer resilience (bus factor)
24Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0.7/22.5 | Commit distribution — top contributor authored 97% of commits |
| 4.1/13.5 | Contributor breadth — 3 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0.969 |
Issue & PR responsiveness
50Moderate
How it's scored
| 15.6/46.8 | Issue resolution — 33% of issues closed |
| 32.8/38.3 | PR acceptance — 12/14 decided PRs merged |
| 1.5/15 | OpenSSF Scorecard: Code-Review — Found 2/20 approved changesets -- score normalized to 1 |
Inputs used
| merged_prs | 12 |
| open_issues | 4 |
| closed_issues | 2 |
| issue_closed_ratio | 0.333 |
| closed_unmerged_prs | 2 |
Ownership & stewardship
63Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 15.2/25 | Owner reach — 129 followers of zhudotexe |
| 25/25 | Track record — 107 public repos, account ~11 yr old |
Inputs used
| followers | 129 |
| owner_type | User |
| is_verified | — |
| owner_login | zhudotexe |
| public_repos | 107 |
| account_age_days | 4,315 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
79Good
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 14/35 | Publish recency — latest publish 644 days ago |
| 20/20 | Version history — 8 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | fanoutqa |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 644 |
Engineering Quality
Are baseline engineering and documentation practices in place?
64
Engineering practices
40At risk
How it's scored
| 24/24 | CI workflows — 4 workflow(s) |
| 0/24 | Tests present |
| 16/16 | Linter config — .eslintrc.cjs |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 4 merged PRs checked by a CI test -- score normalized to 0 |
Inputs used
| has_ci | yes |
| has_tests | no |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
100Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://fanoutqa.com/ |
| 10/10 | Repository description |
| 10/10 | Topics — 4 topics |
| 10/10 | Wiki |
Inputs used
| topics | benchmark, large-language-models, llms, natural-language-processing |
| has_wiki | yes |
| homepage | https://fanoutqa.com/ |
| 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?
25
Security posture
25Critical
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 0 out of 4 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 2/20 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 7 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 0/7.5 | Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 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 — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 92 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 2.5 |
Excluded from scoring (no data or not applicable): packaging, signed_releases. 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.
43
Agent context & guidance
1Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 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 | — |
| agent_instruction_max_bytes | — |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
61Moderate
How it's scored
| 18/18 | One-command bootstrap — docs/Makefile |
| 0/22 | Automated tests |
| 11/11 | Lint / format config — .eslintrc.cjs |
| 11/11 | Static type checking — leaderboard/tsconfig.json |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | no |
| lockfiles | package-lock.json |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | docs/Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | leaderboard/tsconfig.json |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (leaderboard/tsconfig.json) |
| 55/55 | Manageable file sizes — 0/44 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 10,607 |
| source_files_sampled | 44 |
| oversized_source_files | 0 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — notebooks |
Inputs used
| example_dirs | notebooks |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
61GitHub stars
3contributors
10commits, last 12 months
104days since last push
7releases
1bus factor
4open issues
npm, PyPIpackage ecosystems
More detail
OpenSSF Scorecard 2.5 / 10
2.5aggregate
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 |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 4 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 2/20 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 7 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 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 |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 92 existing vulnerabilities detected |
Direct dependencies 12
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| npm | @fortawesome/fontawesome-svg-core | ^6.1.2 | leaderboard/package.json |
| npm | @fortawesome/free-brands-svg-icons | ^6.1.2 | leaderboard/package.json |
| npm | @fortawesome/free-solid-svg-icons | ^6.1.2 | leaderboard/package.json |
| npm | @fortawesome/vue-fontawesome | ^3.0.1 | leaderboard/package.json |
| npm | bulma | ^0.9.4 | leaderboard/package.json |
| npm | click-outside-vue3 | ^4.0.1 | leaderboard/package.json |
| npm | vue | ^3.4.15 | leaderboard/package.json |
| PyPI | ftfy | >=6.1.3,<=7.0.0 | pyproject.toml |
| PyPI | httpx | >=0.26.0,<1.0.0 | pyproject.toml |
| PyPI | markdownify | ~=0.11.6 | pyproject.toml |
| PyPI | pywikibot | >=11.0.0,<12.0.0 | pyproject.toml |
| PyPI | spacy | >=3.7.2,<4.0.0 | pyproject.toml |
All dependencies 283
Full resolved dependency set from the GitHub dependency graph: 12 direct and 271 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| npm | @fortawesome/fontawesome-svg-core | 6.5.1 | direct |
| npm | @fortawesome/free-brands-svg-icons | 6.5.1 | direct |
| npm | @fortawesome/free-solid-svg-icons | 6.5.1 | direct |
| npm | @fortawesome/vue-fontawesome | 3.0.6 | direct |
| npm | bulma | 0.9.4 | direct |
| npm | click-outside-vue3 | 4.0.1 | direct |
| npm | vue | 3.4.19 | direct |
| PyPI | ftfy | — | direct |
| PyPI | httpx | — | direct |
| PyPI | markdownify | — | direct |
| PyPI | pywikibot | — | direct |
| PyPI | spacy | — | direct |
| npm | @aashutoshrathi/word-wrap | 1.2.6 | indirect |
| npm | @babel/parser | 7.23.9 | indirect |
| npm | @esbuild/aix-ppc64 | 0.19.12 | indirect |
| npm | @esbuild/android-arm | 0.19.12 | indirect |
| npm | @esbuild/android-arm64 | 0.19.12 | indirect |
| npm | @esbuild/android-x64 | 0.19.12 | indirect |
| npm | @esbuild/darwin-arm64 | 0.19.12 | indirect |
| npm | @esbuild/darwin-x64 | 0.19.12 | indirect |
| npm | @esbuild/freebsd-arm64 | 0.19.12 | indirect |
| npm | @esbuild/freebsd-x64 | 0.19.12 | indirect |
| npm | @esbuild/linux-arm | 0.19.12 | indirect |
| npm | @esbuild/linux-arm64 | 0.19.12 | indirect |
| npm | @esbuild/linux-ia32 | 0.19.12 | indirect |
| npm | @esbuild/linux-loong64 | 0.19.12 | indirect |
| npm | @esbuild/linux-mips64el | 0.19.12 | indirect |
| npm | @esbuild/linux-ppc64 | 0.19.12 | indirect |
| npm | @esbuild/linux-riscv64 | 0.19.12 | indirect |
| npm | @esbuild/linux-s390x | 0.19.12 | indirect |
| npm | @esbuild/linux-x64 | 0.19.12 | indirect |
| npm | @esbuild/netbsd-x64 | 0.19.12 | indirect |
| npm | @esbuild/openbsd-x64 | 0.19.12 | indirect |
| npm | @esbuild/sunos-x64 | 0.19.12 | indirect |
| npm | @esbuild/win32-arm64 | 0.19.12 | indirect |
| npm | @esbuild/win32-ia32 | 0.19.12 | indirect |
| npm | @esbuild/win32-x64 | 0.19.12 | indirect |
| npm | @eslint-community/eslint-utils | 4.4.0 | indirect |
| npm | @eslint-community/regexpp | 4.10.0 | indirect |
| npm | @eslint/eslintrc | 2.1.4 | indirect |
| npm | @eslint/js | 8.56.0 | indirect |
| npm | @fortawesome/fontawesome-common-types | 6.5.1 | indirect |
| npm | @humanwhocodes/config-array | 0.11.14 | indirect |
| npm | @humanwhocodes/module-importer | 1.0.1 | indirect |
| npm | @humanwhocodes/object-schema | 2.0.2 | indirect |
| npm | @jridgewell/sourcemap-codec | 1.4.15 | indirect |
| npm | @nodelib/fs.scandir | 2.1.5 | indirect |
| npm | @nodelib/fs.stat | 2.0.5 | indirect |
| npm | @nodelib/fs.walk | 1.2.8 | indirect |
| npm | @pkgr/core | 0.1.1 | indirect |
| npm | @rollup/rollup-android-arm-eabi | 4.11.0 | indirect |
| npm | @rollup/rollup-android-arm64 | 4.11.0 | indirect |
| npm | @rollup/rollup-darwin-arm64 | 4.11.0 | indirect |
| npm | @rollup/rollup-darwin-x64 | 4.11.0 | indirect |
| npm | @rollup/rollup-linux-arm-gnueabihf | 4.11.0 | indirect |
| npm | @rollup/rollup-linux-arm64-gnu | 4.11.0 | indirect |
| npm | @rollup/rollup-linux-arm64-musl | 4.11.0 | indirect |
| npm | @rollup/rollup-linux-riscv64-gnu | 4.11.0 | indirect |
| npm | @rollup/rollup-linux-x64-gnu | 4.11.0 | indirect |
| npm | @rollup/rollup-linux-x64-musl | 4.11.0 | indirect |
| npm | @rollup/rollup-win32-arm64-msvc | 4.11.0 | indirect |
| npm | @rollup/rollup-win32-ia32-msvc | 4.11.0 | indirect |
| npm | @rollup/rollup-win32-x64-msvc | 4.11.0 | indirect |
| npm | @rushstack/eslint-patch | 1.7.2 | indirect |
| npm | @tsconfig/node20 | 20.1.2 | indirect |
| npm | @types/estree | 1.0.5 | indirect |
| npm | @types/json-schema | 7.0.15 | indirect |
| npm | @types/node | 20.11.19 | indirect |
| npm | @types/semver | 7.5.7 | indirect |
| npm | @typescript-eslint/eslint-plugin | 6.21.0 | indirect |
| npm | @typescript-eslint/parser | 6.21.0 | indirect |
| npm | @typescript-eslint/scope-manager | 6.21.0 | indirect |
| npm | @typescript-eslint/type-utils | 6.21.0 | indirect |
| npm | @typescript-eslint/types | 6.21.0 | indirect |
| npm | @typescript-eslint/typescript-estree | 6.21.0 | indirect |
| npm | @typescript-eslint/utils | 6.21.0 | indirect |
| npm | @typescript-eslint/visitor-keys | 6.21.0 | indirect |
| npm | @ungap/structured-clone | 1.2.0 | indirect |
| npm | @vitejs/plugin-vue | 5.0.4 | indirect |
| npm | @volar/language-core | 1.11.1 | indirect |
| npm | @volar/source-map | 1.11.1 | indirect |
| npm | @volar/typescript | 1.11.1 | indirect |
| npm | @vue/compiler-core | 3.4.19 | indirect |
| npm | @vue/compiler-dom | 3.4.19 | indirect |
| npm | @vue/compiler-sfc | 3.4.19 | indirect |
| npm | @vue/compiler-ssr | 3.4.19 | indirect |
| npm | @vue/eslint-config-prettier | 8.0.0 | indirect |
| npm | @vue/eslint-config-typescript | 12.0.0 | indirect |
| npm | @vue/language-core | 1.8.27 | indirect |
| npm | @vue/reactivity | 3.4.19 | indirect |
| npm | @vue/runtime-core | 3.4.19 | indirect |
| npm | @vue/runtime-dom | 3.4.19 | indirect |
| npm | @vue/server-renderer | 3.4.19 | indirect |
| npm | @vue/shared | 3.4.19 | indirect |
| npm | @vue/tsconfig | 0.5.1 | indirect |
| npm | acorn | 8.11.3 | indirect |
| npm | acorn-jsx | 5.3.2 | indirect |
| npm | ajv | 6.12.6 | indirect |
| npm | ansi-regex | 5.0.1 | indirect |
| npm | ansi-styles | 4.3.0 | indirect |
| npm | ansi-styles | 6.2.1 | indirect |
| npm | anymatch | 3.1.3 | indirect |
| npm | argparse | 2.0.1 | indirect |
| npm | array-union | 2.1.0 | indirect |
| npm | balanced-match | 1.0.2 | indirect |
| npm | binary-extensions | 2.2.0 | indirect |
| npm | boolbase | 1.0.0 | indirect |
| npm | brace-expansion | 1.1.11 | indirect |
| npm | brace-expansion | 2.0.1 | indirect |
| npm | braces | 3.0.2 | indirect |
| npm | callsites | 3.1.0 | indirect |
| npm | chalk | 4.1.2 | indirect |
| npm | chokidar | 3.6.0 | indirect |
| npm | color-convert | 2.0.1 | indirect |
| npm | color-name | 1.1.4 | indirect |
| npm | computeds | 0.0.1 | indirect |
| npm | concat-map | 0.0.1 | indirect |
| npm | cross-spawn | 7.0.3 | indirect |
| npm | cssesc | 3.0.0 | indirect |
| npm | csstype | 3.1.3 | indirect |
| npm | de-indent | 1.0.2 | indirect |
| npm | debug | 4.3.4 | indirect |
| npm | deep-is | 0.1.4 | indirect |
| npm | dir-glob | 3.0.1 | indirect |
| npm | doctrine | 3.0.0 | indirect |
| npm | entities | 4.5.0 | indirect |
| npm | esbuild | 0.19.12 | indirect |
| npm | escape-string-regexp | 4.0.0 | indirect |
| npm | eslint | 8.56.0 | indirect |
| npm | eslint-config-prettier | 8.10.0 | indirect |
| npm | eslint-plugin-prettier | 5.1.3 | indirect |
| npm | eslint-plugin-vue | 9.21.1 | indirect |
| npm | eslint-scope | 7.2.2 | indirect |
| npm | eslint-visitor-keys | 3.4.3 | indirect |
| npm | espree | 9.6.1 | indirect |
| npm | esquery | 1.5.0 | indirect |
| npm | esrecurse | 4.3.0 | indirect |
| npm | estraverse | 5.3.0 | indirect |
| npm | estree-walker | 2.0.2 | indirect |
| npm | esutils | 2.0.3 | indirect |
| npm | fast-deep-equal | 3.1.3 | indirect |
| npm | fast-diff | 1.3.0 | indirect |
| npm | fast-glob | 3.3.2 | indirect |
| npm | fast-json-stable-stringify | 2.1.0 | indirect |
| npm | fast-levenshtein | 2.0.6 | indirect |
| npm | fastq | 1.17.1 | indirect |
| npm | file-entry-cache | 6.0.1 | indirect |
| npm | fill-range | 7.0.1 | indirect |
| npm | find-up | 5.0.0 | indirect |
| npm | flat-cache | 3.2.0 | indirect |
| npm | flatted | 3.2.9 | indirect |
| npm | fs.realpath | 1.0.0 | indirect |
| npm | fsevents | 2.3.3 | indirect |
| npm | glob | 7.2.3 | indirect |
| npm | glob-parent | 5.1.2 | indirect |
| npm | glob-parent | 6.0.2 | indirect |
| npm | globals | 13.24.0 | indirect |
| npm | globby | 11.1.0 | indirect |
| npm | graphemer | 1.4.0 | indirect |
| npm | has-flag | 4.0.0 | indirect |
| npm | he | 1.2.0 | indirect |
| npm | ignore | 5.3.1 | indirect |
| npm | immutable | 4.3.5 | indirect |
| npm | import-fresh | 3.3.0 | indirect |
| npm | imurmurhash | 0.1.4 | indirect |
| npm | inflight | 1.0.6 | indirect |
| npm | inherits | 2.0.4 | indirect |
| npm | is-binary-path | 2.1.0 | indirect |
| npm | is-extglob | 2.1.1 | indirect |
| npm | is-glob | 4.0.3 | indirect |
| npm | is-number | 7.0.0 | indirect |
| npm | is-path-inside | 3.0.3 | indirect |
| npm | isexe | 2.0.0 | indirect |
| npm | js-yaml | 4.1.0 | indirect |
| npm | json-buffer | 3.0.1 | indirect |
| npm | json-parse-even-better-errors | 3.0.1 | indirect |
| npm | json-schema-traverse | 0.4.1 | indirect |
| npm | json-stable-stringify-without-jsonify | 1.0.1 | indirect |
| npm | keyv | 4.5.4 | indirect |
| npm | levn | 0.4.1 | indirect |
| npm | locate-path | 6.0.0 | indirect |
| npm | lodash | 4.17.21 | indirect |
| npm | lodash.merge | 4.6.2 | indirect |
| npm | lru-cache | 6.0.0 | indirect |
| npm | magic-string | 0.30.7 | indirect |
| npm | memorystream | 0.3.1 | indirect |
| npm | merge2 | 1.4.1 | indirect |
| npm | micromatch | 4.0.5 | indirect |
| npm | minimatch | 3.1.2 | indirect |
| npm | minimatch | 9.0.3 | indirect |
| npm | ms | 2.1.2 | indirect |
| npm | muggle-string | 0.3.1 | indirect |
| npm | nanoid | 3.3.7 | indirect |
| npm | natural-compare | 1.4.0 | indirect |
| npm | normalize-path | 3.0.0 | indirect |
| npm | npm-normalize-package-bin | 3.0.1 | indirect |
| npm | npm-run-all2 | 6.1.2 | indirect |
| npm | nth-check | 2.1.1 | indirect |
| npm | once | 1.4.0 | indirect |
| npm | optionator | 0.9.3 | indirect |
| npm | p-limit | 3.1.0 | indirect |
| npm | p-locate | 5.0.0 | indirect |
| npm | parent-module | 1.0.1 | indirect |
| npm | path-browserify | 1.0.1 | indirect |
| npm | path-exists | 4.0.0 | indirect |
| npm | path-is-absolute | 1.0.1 | indirect |
| npm | path-key | 3.1.1 | indirect |
| npm | path-type | 4.0.0 | indirect |
| npm | picocolors | 1.0.0 | indirect |
| npm | picomatch | 2.3.1 | indirect |
| npm | pidtree | 0.6.0 | indirect |
| npm | postcss | 8.4.35 | indirect |
| npm | postcss-selector-parser | 6.0.15 | indirect |
| npm | prelude-ls | 1.2.1 | indirect |
| npm | prettier | 3.2.5 | indirect |
| npm | prettier-linter-helpers | 1.0.0 | indirect |
| npm | punycode | 2.3.1 | indirect |
| npm | queue-microtask | 1.2.3 | indirect |
| npm | read-package-json-fast | 3.0.2 | indirect |
| npm | readdirp | 3.6.0 | indirect |
| npm | resolve-from | 4.0.0 | indirect |
| npm | reusify | 1.0.4 | indirect |
| npm | rimraf | 3.0.2 | indirect |
| npm | rollup | 4.11.0 | indirect |
| npm | run-parallel | 1.2.0 | indirect |
| npm | sass | 1.71.0 | indirect |
| npm | semver | 7.6.0 | indirect |
| npm | shebang-command | 2.0.0 | indirect |
| npm | shebang-regex | 3.0.0 | indirect |
| npm | shell-quote | 1.8.1 | indirect |
| npm | slash | 3.0.0 | indirect |
| npm | source-map-js | 1.0.2 | indirect |
| npm | strip-ansi | 6.0.1 | indirect |
| npm | strip-json-comments | 3.1.1 | indirect |
| npm | supports-color | 7.2.0 | indirect |
| npm | synckit | 0.8.8 | indirect |
| npm | text-table | 0.2.0 | indirect |
| npm | to-regex-range | 5.0.1 | indirect |
| npm | ts-api-utils | 1.2.1 | indirect |
| npm | tslib | 2.6.2 | indirect |
| npm | type-check | 0.4.0 | indirect |
| npm | type-fest | 0.20.2 | indirect |
| npm | typescript | 5.3.3 | indirect |
| npm | undici-types | 5.26.5 | indirect |
| npm | uri-js | 4.4.1 | indirect |
| npm | util-deprecate | 1.0.2 | indirect |
| npm | vite | 5.1.3 | indirect |
| npm | vue-eslint-parser | 9.4.2 | indirect |
| npm | vue-template-compiler | 2.7.16 | indirect |
| npm | vue-tsc | 1.8.27 | indirect |
| npm | which | 2.0.2 | indirect |
| npm | wrappy | 1.0.2 | indirect |
| npm | xml-name-validator | 4.0.0 | indirect |
| npm | yallist | 4.0.0 | indirect |
| npm | yocto-queue | 0.1.0 | indirect |
| PyPI | accelerate | — | indirect |
| PyPI | aiolimiter | — | indirect |
| PyPI | anthropic | — | indirect |
| PyPI | beautifulsoup4 | — | indirect |
| PyPI | black | — | indirect |
| PyPI | build | — | indirect |
| PyPI | furo | — | indirect |
| PyPI | isort | — | indirect |
| PyPI | kani | — | indirect |
| PyPI | matplotlib | — | indirect |
| PyPI | myst-parser | — | indirect |
| PyPI | openai | — | indirect |
| PyPI | protobuf | — | indirect |
| PyPI | pymediawiki | — | indirect |
| PyPI | rank-bm25 | — | indirect |
| PyPI | rouge-score | — | indirect |
| PyPI | sentencepiece | — | indirect |
| PyPI | sphinx | — | indirect |
| PyPI | sphinx-copybutton | — | indirect |
| PyPI | sphinx-inline-tabs | — | indirect |
| PyPI | sphinx-sitemap | — | indirect |
| PyPI | sphinxemoji | — | indirect |
| PyPI | sphinxext-opengraph | — | indirect |
| PyPI | tiktoken | — | indirect |
| PyPI | torch | — | indirect |
| PyPI | tqdm | — | indirect |
| PyPI | transformers | — | indirect |
| PyPI | twine | — | indirect |
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{
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{
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{
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{
"name": "tiktoken",
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{
"name": "torch",
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{
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{
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{
"name": "twine",
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],
"collected": true,
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},
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{
"type": "User",
"login": "snova-nidhih",
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{
"type": "User",
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],
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
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{
"name": "CII-Best-Practices",
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"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
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{
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{
"name": "Contributors",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
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"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
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"reason": "no update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
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"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
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"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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{
"name": "Maintained",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
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"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
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{
"name": "Signed-Releases",
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{
"name": "Token-Permissions",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
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},
"config": {
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"source": {
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"components": []
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"categories": [
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"metrics": [
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"key": "development_activity",
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"key": "openssf_scorecard_maintained",
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"components": [
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"code": "license_standard",
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"code": "license_spdx",
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],
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"key": "contributing_guide",
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{
"key": "issue_template",
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],
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{
"key": "governance",
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"metrics": [
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"key": "maintainer_resilience",
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"code": "bus_factor",
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],
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{
"key": "commit_distribution",
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"code": "top_contributor_share",
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],
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{
"key": "contributor_breadth",
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],
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{
"key": "openssf_scorecard_contributors",
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]
},
{
"key": "responsiveness",
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"note": null,
"notes": [],
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"code": "issues_closed_share",
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],
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{
"key": "pr_acceptance",
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"code": "decided_prs_merged",
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{
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]
},
{
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"notes": [
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"code": "weights_renormalized",
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],
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"inputs": {
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"components": [
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"key": "ownership_backing",
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"code": "owner_personal",
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],
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{
"key": "verified_domain",
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"status": "excluded",
"details": [
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"code": "not_applicable_to_user_accounts",
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],
"max_points": 20
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{
"key": "owner_reach",
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],
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{
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"points": 25,
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]
},
{
"key": "package_maintenance",
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"notes": [],
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"inputs": {
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"components": [
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],
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{
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}
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{
"key": "not_deprecated",
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],
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]
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],
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{
"key": "engineering",
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"metrics": [
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"components": [
{
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"points": 24,
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"details": [
{
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"max_points": 24
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{
"key": "tests_present",
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"points": 0,
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},
{
"key": "linter_config",
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],
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{
"key": "pre_commit_hooks",
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"status": "missed",
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{
"key": "editorconfig",
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{
"key": "openssf_scorecard_ci_tests",
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"status": "missed",
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}
]
},
{
"key": "documentation",
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"note": null,
"notes": [],
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"components": [
{
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"points": 30,
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"details": [],
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{
"key": "documentation_directory",
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"points": 25,
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"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
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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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},
{
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"points": 0,
"status": "missed",
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},
{
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},
{
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},
{
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},
{
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},
{
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"status": "missed",
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},
{
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"points": 2.5,
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},
{
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},
{
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{
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"status": "missed",
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},
{
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"status": "missed",
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},
{
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{
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{
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},
{
"key": "vulnerabilities",
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"status": "missed",
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}
]
},
{
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"notes": [
{
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}
],
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},
"components": [
{
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"points": 100,
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"code": "jurisdiction_no_match",
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}
],
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]
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],
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},
{
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"value": 43,
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{
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"components": [
{
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"points": 0,
"status": "missed",
"details": [
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}
],
"max_points": 45
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{
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"status": "missed",
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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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{
"key": "openssf_scorecard_pinned_dependencies",
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]
},
{
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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": "2026-07-17T02:45:00.842144Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/z/zhudotexe/fanoutqa.svg",
"full_name": "zhudotexe/fanoutqa",
"license_state": "standard",
"license_spdx": "MIT"
}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 v0.11.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.