Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-11 06:12 UTC

lncrawl / lightnovel-crawler

Generate and download e-books from online sources.

PythonGPL-3.0★ 2,592 stars⑂ 495 forkssince Jan 2018View on GitHub ↗
KindCommand-line toolNetwork serviceLibraryhow this is determined
#lightnovel#termux#web-scraper#console-app#python#lightnovel-crawler#discord#telegram#kindle-books

lncrawl/lightnovel-crawler holds a health index of 34 out of 100, placing it in the At Risk band. It scores highest on Vitality (88/100) and lowest on Security (37/100). It was last updated 10 days ago. A single contributor accounts for most of its recent work.

34
overall / 100
At Risk

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

34
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe 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.

The weighted overall 66 is calibrated to 77 on the published index scale (record calibration 2026-08-02). High-Risk Jurisdiction Policy applies a 50% multiplier to weighted overall health and gives it an At Risk ceiling of 34.

Ownership

LNCrawlOrganization
11 followers10 public repossince Dec 2025

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIlightnovel-crawler4.14.04,54121338 days agolightnovelwebnovelcrawlerscraperdownloadernovelebookepubmobipdf

Metrics by category

Vitality

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

88Excellent · 21% of overall

Development activity

87Excellent
How it's scored
28.8/36Push recency — last push 10 days ago
29.8/36Commit cadence — 43/52 weeks with commits
18/18Commit volume — 1,148 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,148
human_commit_share1
days_since_last_push10
active_weeks_last_year43

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 38 days ago
27/27Release cadence — a release every ~7.3 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv4.14.0
releases_from_tagsno
days_since_latest_release38
mean_days_between_releases7.3

Community & Adoption

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

82Excellent · 17% of overall

Popularity & adoption

87Excellent
How it's scored
55.4/60Stars — 2,592 stars
22.5/25Forks — 495 forks
8.7/15Watchers — 38 watchers
Inputs used
forks495
stars2,592
watchers38
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 (GPL-3.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges6
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

61Moderate
How it's scored
48.8/80Monthly downloads — 4,541 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packageslightnovel-crawler
dependents—
ecosystemspypi
total_downloads—
monthly_downloads4,541
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

61Moderate · 23% of overall

Maintainer resilience (bus factor)

37Weak
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
4.4/22.5Commit distribution — top contributor authored 81% of commits
13.5/13.5Contributor breadth — 99 contributors
10/10OpenSSF Scorecard: Contributors — project has 10 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled99
top_contributor_share0.806

Issue & PR responsiveness

73Good
How it's scored
37.4/42Issue resolution — 89% of issues closed
26.3/30PR acceptance — 927/1,059 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs927
open_issues206
closed_issues1,662
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio0.89
closed_unmerged_prs132
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

47Weak
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
7.8/25Owner reach — 11 followers of lncrawl
9/25Track record — 10 public repos, account ~0 yr old
Inputs used
followers11
owner_typeOrganization
is_verifiedno
owner_loginlncrawl
public_repos10
account_age_days259

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 38 days ago
20/20Version history — 213 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packageslightnovel-crawler
ecosystemspypi
any_deprecatedno
min_days_since_publish38

Engineering Quality

Are baseline engineering and documentation practices in place?

61Moderate · 19% of overall

Engineering practices

58Moderate
How it's scored
24/24CI workflows — 5 workflow(s)
0/24Tests present
16/16Linter config — pyproject.toml ([tool.ruff])
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsno
has_editorconfigyes
has_linter_configyes
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

65Good
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://lncrawl.bitanon.dev/
10/10Repository description
10/10Topics — 9 topics
0/10Wiki
Inputs used
topicslightnovel, termux, web-scraper, console-app, python, lightnovel-crawler, discord, telegram, kindle-books
has_wikino
homepagehttps://lncrawl.bitanon.dev/
docs_sitehttps://lncrawl.bitanon.dev/
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

37Weak · 16% of overall

Security posture

26At Risk
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/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
2.5/2.5Contributors — project has 10 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
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.
5.2/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 51 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.1
high_risk_jurisdiction_cap34
high_risk_jurisdiction_multiplier50
security_posture_after_multiplier26
security_posture_before_jurisdiction51
Excluded from scoring (no data or not applicable): CI-Tests. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier and gives Security posture an At risk ceiling of 34.

Dependency advisories

79Good
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
10.2/25Indirect dependencies free of known advisories — 1 affected: ecdsa 0.19.2 (high 7.4)
33.8/40No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 962 days ago
Inputs used
sourceosv
advisories2
affected_packages1
assessed_packages100
unassessed_packages0
affected_by_severityhigh 1
direct_affected_packages0
Matched the pypi:lightnovel-crawler@4.14.0 runtime dependency closure — what installing the published package pulls in — 100 packages. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

52Moderate · 4% of overall

Agent context & guidance

68Good
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md
0/15Machine-readable docs (llms.txt)
22.9/40Legible commit history — 43 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.43
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes12,680

Verify loop (build / test / typecheck)

44Weak
How it's scored
18/18One-command bootstrap — Makefile
0/22Automated tests
11/11Lint / format config — pyproject.toml ([tool.ruff])
0/11Static type checking
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsno
lockfilesuv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configs—
agent_commit_share0
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
54.7/55Manageable file sizes — 5/805 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes1,501,103
source_files_sampled805
oversized_source_files5

Machine-readable interfaces

40Weak
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — etc/wuxiaworld.com/wuxia.proto
0/20MCP server
0/40Runnable examples
Inputs used
example_dirs—
has_mcp_signalno
api_schema_filesetc/wuxiaworld.com/wuxia.proto
interfaces_expected_ofnetwork-service

Key facts

2,592GitHub stars
99contributors
1,148commits, last 12 months
10days since last push
100releases
1bus factor
206open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 495 ⇿
0Stars
495Forks
100Releases

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.

010020030040050049092018-042022-062026-09
Major 2Minor 31Patch 67

Each point covers 8 days.

OpenSSF Scorecard 5.1 / 10
5.1aggregate

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 · 2026-09-11 06:11 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/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
10Contributorsproject has 10 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow 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.
7Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities51 existing vulnerabilities detected
Direct dependencies 36
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PyPIzstd>=1.5.7.0pyproject.toml
All dependencies 229

Full resolved dependency set from the GitHub dependency graph: 46 direct and 183 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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PyPItypes-setuptools81.0.0.20260209indirect
PyPItypes-setuptools83.0.0.20260724indirect
PyPItypes-tqdm4.67.3.20260205indirect
PyPItypes-tqdm4.69.0.20260724indirect
PyPItypes-urllib31.26.25.14indirect
PyPItypes-zstd1.5.7.3.20260110indirect
PyPItypes-zstd1.5.7.3.20260722indirect
PyPItyping-extensions4.16.0indirect
PyPItyping-inspection0.4.2indirect
PyPItzdata2026.3indirect
PyPIujson5.11.0indirect
PyPIujson5.13.0indirect
PyPIurllib32.6.3indirect
PyPIurllib32.7.0indirect
PyPIuvloop0.22.1indirect
PyPIvirtualenv21.7.0indirect
PyPIwatchfiles1.1.1indirect
PyPIwatchfiles1.2.0indirect
PyPIwcwidth0.8.2indirect
PyPIwebencodings0.5.1indirect
PyPIwebsockets15.0.1indirect
PyPIwebsockets16.1.1indirect
PyPIwheel0.47.0indirect
PyPIzipp3.23.1indirect
PyPIzipp4.1.0indirect
Dependency advisories 1

Installing pypi:lightnovel-crawler@4.14.0 pulls in 100 packages, direct and transitive: 1 carry known advisories, of which 0 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
ecdsa0.19.2indirecthigh2—

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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98apify/crawlee-pythonCrawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Parsel, BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation.Exceptional98yt-dlp/yt-dlpA feature-rich command-line audio/video downloaderExceptional98python-telegram-bot/python-telegram-botWe have made you a wrapper you can't refuseExceptional98py-pdf/pypdfA pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF filesExceptional96Pycord-Development/pycordPycord is a modern, easy to use, feature-rich, and async ready API wrapper for Discord written in PythonExceptional98apify/crawleeCrawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.Exceptional

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 v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — PyPI.