Public recordAt risk
Software health reportschema 0.14.0 · metrics 1.13.0 · 2026-07-18 23:53 UTC
dipu-bd / lightnovel-crawler
Generate and download e-books from online sources.
dipu-bd/lightnovel-crawler holds a health index of 32 out of 100, placing it in the At risk band. It scores highest on Vitality (94/100) and lowest on Security (28/100). It was last updated 1 day ago. A single contributor accounts for most of its recent work.
32
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.
32
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.
High-Risk Jurisdiction Policy applies a 50% multiplier to weighted overall health and gives it an At risk ceiling of 49.
Ownership
LNCrawlOrganization
8 followers6 public repossince Dec 2025
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | lightnovel-crawlerpoints to another repo — not scored | 4.12.0 | - | 210 | 4 days ago | lightnovelwebnovelcrawlerscraperdownloadernovelebookepubmobipdf |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
94
Development activity
96Excellent
How it's scored
| 36/36 | Push recency — last push 1 days ago |
| 32.5/36 | Commit cadence — 47/52 weeks with commits |
| 18/18 | Commit volume — 1,044 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 1,044 |
| human_commit_share | — |
| days_since_last_push | 1 |
| active_weeks_last_year | 47 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 4 days ago |
| 27/27 | Release cadence — a release every ~6.6 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 100 |
| latest_release_tag | v4.12.0 |
| releases_from_tags | no |
| days_since_latest_release | 4 |
| mean_days_between_releases | 6.6 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
89
Popularity & adoption
86Excellent
How it's scored
| 55.1/60 | Stars — 2,494 stars |
| 22.3/25 | Forks — 473 forks |
| 8.8/15 | Watchers — 39 watchers |
Inputs used
| forks | 473 |
| stars | 2,494 |
| watchers | 39 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
92Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (GPL-3.0) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
49
Maintainer resilience (bus factor)
37At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 4.6/22.5 | Commit distribution — top contributor authored 80% of commits |
| 13.5/13.5 | Contributor breadth — 100 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 10 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 100 |
| top_contributor_share | 0.797 |
Issue & PR responsiveness
68Moderate
How it's scored
| 34.5/46.8 | Issue resolution — 74% of issues closed |
| 33.5/38.3 | PR acceptance — 924/1,056 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 2/22 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 924 |
| open_issues | 480 |
| closed_issues | 1,349 |
| issue_closed_ratio | 0.738 |
| closed_unmerged_prs | 132 |
Ownership & stewardship
44At risk
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 6.9/25 | Owner reach — 8 followers of lncrawl |
| 7.3/25 | Track record — 6 public repos, account ~0 yr old |
Inputs used
| followers | 8 |
| owner_type | Organization |
| is_verified | — |
| owner_login | lncrawl |
| public_repos | 6 |
| account_age_days | 205 |
Engineering Quality
Are baseline engineering and documentation practices in place?
56
Engineering practices
50Moderate
How it's scored
| 24/24 | CI workflows — 5 workflow(s) |
| 0/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 6.4/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 4 out of 4 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | no |
| has_editorconfig | yes |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
65Moderate
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://lncrawl.bitanon.dev/ |
| 10/10 | Repository description |
| 10/10 | Topics — 9 topics |
| 0/10 | Wiki |
Inputs used
| topics | lightnovel, termux, web-scraper, console-app, python, lightnovel-crawler, discord, telegram, kindle-books |
| has_wiki | no |
| homepage | https://lncrawl.bitanon.dev/ |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
28
Security posture
28Critical
Jurisdiction risk alert
High-risk jurisdiction exposure detected
2 top contributor profilesRussiaSecurity and overall rating: At risk ceiling
Based on self-published public profile locations. This governance signal does not determine nationality, citizenship, intent, sanctions status, or individual trustworthiness.
How jurisdiction exposure is assessedHow it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 2.5/2.5 | CI-Tests — 4 out of 4 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 2/22 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 10 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 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 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 5.2/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 46 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5.7 |
| high_risk_jurisdiction_cap | 49 |
| high_risk_jurisdiction_multiplier | 50 |
| security_posture_after_multiplier | 28 |
| security_posture_before_jurisdiction | 57 |
Excluded from scoring (no data or not applicable): branch_protection. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier and gives Security posture an At risk ceiling of 49.
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.
52
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — CLAUDE.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 9,365 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 0/22 | Automated tests |
| 0/11 | Lint / format config |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | no |
| lockfiles | uv.lock |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
Code legibility for models
55Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 54.6/55 | Manageable file sizes — 5/751 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 1,497,378 |
| source_files_sampled | 751 |
| oversized_source_files | 5 |
Machine-readable interfaces
40At risk
How it's scored
| 40/40 | API schema (OpenAPI/GraphQL/proto) — etc/wuxiaworld.com/wuxia.proto |
| 0/20 | MCP server |
| 0/40 | Runnable examples |
Inputs used
| example_dirs | — |
| has_mcp_signal | no |
| api_schema_files | etc/wuxiaworld.com/wuxia.proto |
Key facts
2,494GitHub stars
100contributors
1,044commits, last 12 months
1days since last push
100releases
1bus factor
480open issues
PyPIpackage ecosystems
Data collection warnings
- pypi package 'lightnovel-crawler' points at a different repository (https://github.com/lncrawl/lightnovel-crawler); excluded from ecosystem scoring
More detail
OpenSSF Scorecard 5.7 / 10
5.7aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| n/a | Branch-Protection | internal error: error during GetBranch(master): error during branchesHandler.query: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 4 out of 4 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 2/22 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 10 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow 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 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 7 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 46 existing vulnerabilities detected |
Direct dependencies 37
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | alembic | >=1.14.0 | pyproject.toml |
| PyPI | base58 | ~=2.1.1 | pyproject.toml |
| PyPI | beautifulsoup4 | >=4.0.0,<5.0.0 | pyproject.toml |
| PyPI | brotli | >=1.2.0 | pyproject.toml |
| PyPI | colorama | >=0.4.0,<0.5.0 | pyproject.toml |
| PyPI | ebooklib | >=0.18.0,<1.0.0 | pyproject.toml |
| PyPI | fastapi | >=0.115.0 | pyproject.toml |
| PyPI | html5lib | ~=1.1 | pyproject.toml |
| PyPI | httpx | >=0.27.0 | pyproject.toml |
| PyPI | humanize | >=4.0.0 | pyproject.toml |
| PyPI | imap-tools | >=1.10.0 | pyproject.toml |
| PyPI | lncrawl-scraper | >=0.2.4 | pyproject.toml |
| PyPI | lxml | >=5.4.0,<7.0.0 | pyproject.toml |
| PyPI | nodriver | >=0.50 | pyproject.toml |
| PyPI | passlib | >=1.7.0 | pyproject.toml |
| PyPI | pillow | >=10.0.0 | pyproject.toml |
| PyPI | psycopg | >=3.2.0 | pyproject.toml |
| PyPI | pycryptodome | >=3.0.0,<4.0.0 | pyproject.toml |
| PyPI | pyease-grpc | >=1.8.0 | pyproject.toml |
| PyPI | pyparsing | >=3.0.0,<4.0.0 | pyproject.toml |
| PyPI | python-box | >=7.0.0,<8.0.0 | pyproject.toml |
| PyPI | python-dateutil | >=2.9.0,<3.0.0 | pyproject.toml |
| PyPI | python-dotenv | >=1.0.0,<2.0.0 | pyproject.toml |
| PyPI | python-jose | >=3.4.0 | pyproject.toml |
| PyPI | python-slugify | >=8.0.0,<9.0.0 | pyproject.toml |
| PyPI | pyyaml | >=6.0.3 | pyproject.toml |
| PyPI | questionary | >=2.0.0,<3.0.0 | pyproject.toml |
| PyPI | exejs | >=0.0.7 | pyproject.toml |
| PyPI | readability-lxml | >=0.8.0,<1.0.0 | pyproject.toml |
| PyPI | regex | >=2024.0.0 | pyproject.toml |
| PyPI | requests-toolbelt | >=1.0.0 | pyproject.toml |
| PyPI | requests | >=2.32.0 | pyproject.toml |
| PyPI | sqlmodel | >=0.0.22 | pyproject.toml |
| PyPI | tqdm | >=4.66.0,<5.0.0 | pyproject.toml |
| PyPI | typer | >=0.12.0 | pyproject.toml |
| PyPI | uvicorn | >=0.32.0 | pyproject.toml |
| PyPI | zstd | >=1.5.7.0 | pyproject.toml |
All dependencies 225
Full resolved dependency set from the GitHub dependency graph: 48 direct and 177 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | alembic | 1.16.5 | direct |
| PyPI | alembic | 1.18.5 | direct |
| PyPI | base58 | 2.1.1 | direct |
| PyPI | beautifulsoup4 | 4.15.0 | direct |
| PyPI | brotli | 1.2.0 | direct |
| PyPI | colorama | 0.4.6 | direct |
| PyPI | ebooklib | 0.20 | direct |
| PyPI | exejs | 1.0.0 | direct |
| PyPI | fastapi | 0.128.8 | direct |
| PyPI | fastapi | 0.138.1 | direct |
| PyPI | html5lib | 1.1 | direct |
| PyPI | httpx | 0.28.1 | direct |
| PyPI | humanize | 4.13.0 | direct |
| PyPI | humanize | 4.15.0 | direct |
| PyPI | imap-tools | 1.13.0 | direct |
| PyPI | lncrawl-scraper | 0.2.4 | direct |
| PyPI | lxml | 6.1.1 | direct |
| PyPI | nodriver | 0.50.3 | direct |
| PyPI | passlib | 1.7.4 | direct |
| PyPI | pillow | 11.3.0 | direct |
| PyPI | pillow | 12.2.0 | direct |
| PyPI | psycopg | 3.2.13 | direct |
| PyPI | psycopg | 3.3.4 | direct |
| PyPI | pycryptodome | 3.23.0 | direct |
| PyPI | pyease-grpc | 1.8.0 | direct |
| PyPI | pyparsing | 3.3.2 | direct |
| PyPI | python-box | 7.4.1 | direct |
| PyPI | python-dateutil | 2.9.0.post0 | direct |
| PyPI | python-dotenv | 1.2.1 | direct |
| PyPI | python-dotenv | 1.2.2 | direct |
| PyPI | python-jose | 3.5.0 | direct |
| PyPI | python-slugify | 8.0.4 | direct |
| PyPI | pyyaml | 6.0.3 | direct |
| PyPI | questionary | 2.1.1 | direct |
| PyPI | readability-lxml | 0.8.4.1 | direct |
| PyPI | regex | 2026.1.15 | direct |
| PyPI | regex | 2026.5.9 | direct |
| PyPI | requests | 2.32.5 | direct |
| PyPI | requests | 2.34.2 | direct |
| PyPI | requests-toolbelt | 1.0.0 | direct |
| PyPI | sqlmodel | 0.0.34 | direct |
| PyPI | sqlmodel | 0.0.39 | direct |
| PyPI | tqdm | 4.68.3 | direct |
| PyPI | typer | 0.23.2 | direct |
| PyPI | typer | 0.26.8 | direct |
| PyPI | uvicorn | 0.39.0 | direct |
| PyPI | uvicorn | 0.49.0 | direct |
| PyPI | zstd | 1.5.7.3 | direct |
| PyPI | altgraph | 0.17.5 | indirect |
| PyPI | annotated-doc | 0.0.4 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | anyio | 4.12.1 | indirect |
| PyPI | anyio | 4.14.1 | indirect |
| PyPI | argon2-cffi | 25.1.0 | indirect |
| PyPI | argon2-cffi-bindings | 25.1.0 | indirect |
| PyPI | attrs | 26.1.0 | indirect |
| PyPI | black | 25.11.0 | indirect |
| PyPI | black | 26.5.1 | indirect |
| PyPI | brotlicffi | 1.2.0.1 | indirect |
| PyPI | build | 1.4.4 | indirect |
| PyPI | build | 1.5.0 | indirect |
| PyPI | cattrs | 25.3.0 | indirect |
| PyPI | cattrs | 26.1.0 | indirect |
| PyPI | certifi | 2026.6.17 | indirect |
| PyPI | cffi | 2.0.0 | indirect |
| PyPI | cfgv | 3.4.0 | indirect |
| PyPI | cfgv | 3.5.0 | indirect |
| PyPI | chardet | 5.2.0 | indirect |
| PyPI | chardet | 7.4.3 | indirect |
| PyPI | charset-normalizer | 3.4.7 | indirect |
| PyPI | click | 8.1.8 | indirect |
| PyPI | click | 8.4.2 | indirect |
| PyPI | cryptography | 47.0.0 | indirect |
| PyPI | cryptography | 49.0.0 | indirect |
| PyPI | cssselect | 1.3.0 | indirect |
| PyPI | cssselect | 1.4.0 | indirect |
| PyPI | curl-cffi | 0.13.0 | indirect |
| PyPI | curl-cffi | 0.15.0 | indirect |
| PyPI | deprecated | 1.3.1 | indirect |
| PyPI | detect-installer | 0.1.0 | indirect |
| PyPI | distlib | 0.4.3 | indirect |
| PyPI | distro | 1.9.0 | indirect |
| PyPI | dnspython | 2.7.0 | indirect |
| PyPI | dnspython | 2.8.0 | indirect |
| PyPI | docstring-to-markdown | 0.17 | indirect |
| PyPI | ecdsa | 0.19.2 | indirect |
| PyPI | email-validator | 2.3.0 | indirect |
| PyPI | engineering-notation | 0.10.0 | indirect |
| PyPI | engineering-notation | 0.12.0 | indirect |
| PyPI | engineering-notation | 0.13.2 | indirect |
| PyPI | exceptiongroup | 1.3.1 | indirect |
| PyPI | fastapi-cli | 0.0.22 | indirect |
| PyPI | fastapi-cli | 0.0.27 | indirect |
| PyPI | fastapi-cloud-cli | 0.12.0 | indirect |
| PyPI | fastapi-cloud-cli | 0.21.0 | indirect |
| PyPI | fastar | 0.11.0 | indirect |
| PyPI | filelock | 3.19.1 | indirect |
| PyPI | filelock | 3.29.4 | indirect |
| PyPI | greenlet | 3.2.5 | indirect |
| PyPI | greenlet | 3.5.3 | indirect |
| PyPI | grpcio | 1.78.0 | indirect |
| PyPI | grpcio-tools | 1.78.0 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | h2 | 4.3.0 | indirect |
| PyPI | hpack | 4.1.0 | indirect |
| PyPI | hpack | 4.2.0 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | httptools | 0.8.0 | indirect |
| PyPI | hyperframe | 6.1.0 | indirect |
| PyPI | identify | 2.6.15 | indirect |
| PyPI | identify | 2.6.19 | indirect |
| PyPI | idna | 3.18 | indirect |
| PyPI | importlib-metadata | 8.7.1 | indirect |
| PyPI | importlib-metadata | 9.0.0 | indirect |
| PyPI | jedi | 0.19.2 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | jiter | 0.15.0 | indirect |
| PyPI | lsprotocol | 2025.0.0 | indirect |
| PyPI | lxml-html-clean | 0.4.5 | indirect |
| PyPI | lxml-stubs | 0.5.1 | indirect |
| PyPI | macholib | 1.16.4 | indirect |
| PyPI | mako | 1.3.12 | indirect |
| PyPI | markdown-it-py | 3.0.0 | indirect |
| PyPI | markdown-it-py | 4.2.0 | indirect |
| PyPI | markupsafe | 3.0.3 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | mss | 10.2.0 | indirect |
| PyPI | mypy-extensions | 1.1.0 | indirect |
| PyPI | nodeenv | 1.10.0 | indirect |
| PyPI | openai | 2.44.0 | indirect |
| PyPI | packaging | 26.2 | indirect |
| PyPI | parso | 0.8.7 | indirect |
| PyPI | pathspec | 1.1.1 | indirect |
| PyPI | pefile | 2024.8.26 | indirect |
| PyPI | platformdirs | 4.10.0 | indirect |
| PyPI | platformdirs | 4.4.0 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | pre-commit | 4.3.0 | indirect |
| PyPI | pre-commit | 4.6.0 | indirect |
| PyPI | prompt-toolkit | 3.0.52 | indirect |
| PyPI | protobuf | 6.33.6 | indirect |
| PyPI | psycopg-binary | 3.2.13 | indirect |
| PyPI | psycopg-binary | 3.3.4 | indirect |
| PyPI | pyasn1 | 0.6.3 | indirect |
| PyPI | pycparser | 2.23 | indirect |
| PyPI | pycparser | 3.0 | indirect |
| PyPI | pydantic | 2.13.4 | indirect |
| PyPI | pydantic-core | 2.46.4 | indirect |
| PyPI | pydantic-extra-types | 2.11.1 | indirect |
| PyPI | pydantic-settings | 2.11.0 | indirect |
| PyPI | pydantic-settings | 2.14.2 | indirect |
| PyPI | pygments | 2.20.0 | indirect |
| PyPI | pyinstaller | 6.21.0 | indirect |
| PyPI | pyinstaller-hooks-contrib | 2026.6 | indirect |
| PyPI | pylsp-rope | 0.1.17 | indirect |
| PyPI | pyproject-hooks | 1.2.0 | indirect |
| PyPI | pyright | 1.1.411 | indirect |
| PyPI | pysocks | 1.7.1 | indirect |
| PyPI | python-discovery | 1.4.2 | indirect |
| PyPI | python-lsp-jsonrpc | 1.1.2 | indirect |
| PyPI | python-lsp-ruff | 2.3.1 | indirect |
| PyPI | python-lsp-server | 1.14.0 | indirect |
| PyPI | python-multipart | 0.0.20 | indirect |
| PyPI | python-multipart | 0.0.32 | indirect |
| PyPI | pytokens | 0.4.1 | indirect |
| PyPI | pytoolconfig | 1.3.1 | indirect |
| PyPI | pywin32-ctypes | 0.2.3 | indirect |
| PyPI | rich | 15.0.0 | indirect |
| PyPI | rich-toolkit | 0.20.1 | indirect |
| PyPI | rignore | 0.7.6 | indirect |
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| PyPI | types-passlib | 1.7.7.20260211 | indirect |
| PyPI | types-pyasn1 | 0.6.0.20250914 | indirect |
| PyPI | types-pyasn1 | 0.6.0.20260408 | indirect |
| PyPI | types-python-dateutil | 2.9.0.20260124 | indirect |
| PyPI | types-python-dateutil | 2.9.0.20260518 | indirect |
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| PyPI | types-pyyaml | 6.0.12.20260518 | indirect |
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| PyPI | types-setuptools | 82.0.0.20260518 | indirect |
| PyPI | types-tqdm | 4.67.3.20260205 | indirect |
| PyPI | types-tqdm | 4.68.0.20260608 | indirect |
| PyPI | types-urllib3 | 1.26.25.14 | indirect |
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| PyPI | types-zstd | 1.5.7.3.20260408 | indirect |
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| PyPI | virtualenv | 21.5.1 | indirect |
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| PyPI | webencodings | 0.5.1 | indirect |
| PyPI | websockets | 15.0.1 | indirect |
| PyPI | websockets | 16.0 | indirect |
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| PyPI | zipp | 3.23.1 | indirect |
| PyPI | zipp | 4.1.0 | indirect |
Raw JSON report machine-readable
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{
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{
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{
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"high_risk_jurisdiction_cap": 49,
"high_risk_jurisdiction_multiplier": 50,
"security_posture_after_multiplier": 28,
"security_posture_before_jurisdiction": 57
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during GetBranch(master): error during branchesHandler.query: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "4 out of 4 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 2/22 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 10 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"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": "30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow 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 detected",
"points": 5,
"status": "met",
"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": 5.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "46 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "moderate",
"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": 50,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": true,
"exposures": [
{
"role": "top_contributor",
"count": 2,
"country": "Russia"
}
],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 6
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "Russia: top_contributor (2)",
"points": 50,
"status": "partial",
"details": [
{
"code": "jurisdiction_exposure",
"params": {
"role": "top_contributor",
"count": 2,
"country": "Russia"
}
}
],
"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": "moderate",
"name": "AI Readiness",
"value": 52,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 9365
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 37,
"inputs": {
"has_nix": false,
"has_tests": false,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"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": 0,
"status": "missed",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"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": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 1497378,
"source_files_sampled": 751,
"oversized_source_files": 5
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "5/751 source files over 60KB",
"points": 54.6,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 751,
"oversized": 5
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [],
"has_mcp_signal": false,
"api_schema_files": [
"etc/wuxiaworld.com/wuxia.proto"
]
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": "etc/wuxiaworld.com/wuxia.proto",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "etc/wuxiaworld.com/wuxia.proto"
}
}
],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
}
]
}
],
"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": [
"pypi package 'lightnovel-crawler' points at a different repository (https://github.com/lncrawl/lightnovel-crawler); excluded from ecosystem scoring"
],
"report_type": "repository",
"generated_at": "2026-07-18T23:53:16.073382Z",
"schema_version": "0.14.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/dipu-bd/lightnovel-crawler.svg",
"full_name": "dipu-bd/lightnovel-crawler",
"license_state": "standard",
"license_spdx": "GPL-3.0"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.14.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.