Public record
Software health reportschema 0.27.0 · metrics 2.3.1 · 2026-07-28 05:15 UTC

DedSecInside / TorBot

Dark Web OSINT Tool

PythonCustom license★ 4,458 stars⑂ 719 forkssince May 2017View on GitHub ↗

DedSecInside/TorBot holds a health index of 80 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (84/100) and lowest on AI Readiness (44/100). It was last updated 3 days ago. A single contributor accounts for most of its recent work.

80
overall / 100
Excellent

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.

80
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 68 is calibrated to 80 on the published index scale (record calibration 2026-08-02).

Ownership

DedSec InsideOrganization
244 followers10 public repossince Jul 2016

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPItorbot4.0.08261019 days ago

Metrics by category

Vitality

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

70Good · 21% of overall
How it's scored
36/36Push recency — last push 3 days ago
4.2/36Commit cadence — 6/52 weeks with commits
15.3/18Commit volume — 50 commits in the last year
10/10OpenSSF Scorecard: Maintained — 27 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year50
human_commit_share0.81
days_since_last_push3
active_weeks_last_year6
How it's scored
27/27Ships releases — 12 releases published
36/36Release recency — latest release 8 days ago
12.6/27Release cadence — a release every ~342.1 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count12
latest_release_tagv4.1.1
releases_from_tagsno
days_since_latest_release8
mean_days_between_releases342.1

Community & Adoption

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

69Good · 17% of overall
How it's scored
59.2/60Stars — 4,458 stars
23.8/25Forks — 719 forks
11.6/15Watchers — 121 watchers
Inputs used
forks719
stars4,458
watchers121
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
0/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges
has_contributingno
has_issue_templateno
has_code_of_conductyes
readme_badge_services
has_pull_request_templateyes
How it's scored
25.6/80Monthly downloads — 82 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagestorbot
dependents
ecosystemspypi
total_downloads
monthly_downloads82
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?

62Moderate · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
11/22.5Commit distribution — top contributor authored 51% of commits
13.5/13.5Contributor breadth — 38 contributors
10/10OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled38
top_contributor_share0.511
How it's scored
40.5/42Issue resolution — 96% of issues closed
24.8/30PR acceptance — 212/256 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/4 approved changesets -- score normalized to 0
Inputs used
merged_prs212
open_issues4
closed_issues107
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.964
closed_unmerged_prs44
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
17.2/25Owner reach — 244 followers of DedSecInside
19.6/25Track record — 10 public repos, account ~10 yr old
Inputs used
followers244
owner_typeOrganization
is_verified
owner_loginDedSecInside
public_repos10
account_age_days3,669
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
4/35Publish recency — latest publish 1,019 days ago
20/20Version history — 6 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagestorbot
ecosystemspypi
any_deprecatedno
min_days_since_publish1,019

Engineering Quality

Are baseline engineering and documentation practices in place?

84Excellent · 19% of overall
How it's scored
24/24CI workflows — 2 workflow(s)
24/24Tests present
16/16Linter config — .flake8
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

85Excellent
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 20 topics
10/10Wiki
Inputs used
topicstor, tor-network, deepweb, dark-web, psnappz, crawler, spider, dedsec-inside, python-web-crawler, security-tools, security, python3, python, algorithm, osint, go, projects, hacking, torbot, hacktoberfest
has_wikiyes
homepage
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

58Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/4 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 6 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
2.2/2.5License — license file detected
7.5/7.5Maintained — 27 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6
Excluded from scoring (no data or not applicable): packaging. Remaining weights renormalized.
How it's scored
5.1/35Direct dependencies free of known advisories — 7 affected: certifi 2023.7.22 (high 7.5), idna 3.3.0 (high 7.5), pyinstaller 5.13.0 (high 8.8), +4 more
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
19.2/40No advisories left outstanding — 6 advisory-carrying package(s) unaddressed past 90 days; oldest published 1,014 days ago
Inputs used
sourceosv
advisories32
affected_packages7
assessed_packages37
unassessed_packages0
affected_by_severityhigh 5, moderate 2
direct_affected_packages7
Matched the pypi:torbot@4.0.0 runtime dependency closure — what installing the published package pulls in — 37 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.

44Weak · 4% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
26.3/40Legible commit history — 40 of 81 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.494
agent_instruction_files
agent_instruction_max_bytes
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — .flake8
0/11Static type checking
10/10Reproducible environment — Dockerfile
2/10Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 19 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileyes
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configs
agent_commit_share0.01
toolchain_manifests
dependency_bot_commit_share0.19
How it's scored
0/45Type-checkable code — Python without a type-check config
55/55Manageable file sizes — 0/21 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes12,133
source_files_sampled21
oversized_source_files0

Key facts

4,458GitHub stars
38contributors
50commits, last 12 months
3days since last push
12releases
1bus factor
4open 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 ★ / 719 ⇿
0Stars
719Forks
11Releases

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.

0125250375500625750700192017-072022-012026-07
Major 2Minor 2Patch 5

Each point covers 9 days.

OpenSSF Scorecard 6.0 / 10
6.0aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-28 05:15 UTC

10Binary-Artifactsno binaries found in the repo
1Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/4 approved changesets -- score normalized to 0
10Contributorsproject has 6 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained27 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
9Vulnerabilities1 existing vulnerabilities detected
Direct dependencies 33
RegistryPackageVersion constraintManifest
PyPIaltgraph>=0.17.4pyproject.toml
PyPIbeautifulsoup4>=4.12.3pyproject.toml
PyPIcertifi>=2024.7.4pyproject.toml
PyPIcharset-normalizer>=3.3.2pyproject.toml
PyPIdecorator>=5.1.1pyproject.toml
PyPIidna>=3.15pyproject.toml
PyPIigraph>=0.11.4pyproject.toml
PyPIjoblib>=1.4.2pyproject.toml
PyPImacholib>=1.16.3pyproject.toml
PyPIprogress>=1.6pyproject.toml
PyPIpyinstaller>=6.8.0pyproject.toml
PyPIpyinstaller-hooks-contrib>=2024.6pyproject.toml
PyPIPySocks>=1.7.1pyproject.toml
PyPIpython-dotenv>=1.2.2pyproject.toml
PyPIscikit-learn>=1.5.0pyproject.toml
PyPIscipy>=1.13.0pyproject.toml
PyPIsix>=1.16.0pyproject.toml
PyPIsklearn>=0.0pyproject.toml
PyPIsoupsieve>=2.8.4pyproject.toml
PyPItermcolor>=2.4.0pyproject.toml
PyPItexttable>=1.7.0pyproject.toml
PyPIthreadpoolctl>=3.5.0pyproject.toml
PyPIurllib3>=2.7.0pyproject.toml
PyPIvalidators>=0.22.0pyproject.toml
PyPItreelib>=1.7.1pyproject.toml
PyPInumpy>=1.26.4pyproject.toml
PyPIunipath>=1.1pyproject.toml
PyPIhttpx>=0.27.0pyproject.toml
PyPItabulate>=0.9.0pyproject.toml
PyPIphonenumbers>=8.13.37pyproject.toml
PyPIpytest>=9.0.3pyproject.toml
PyPIyattag>=1.15.2pyproject.toml
PyPItoml>=0.10.2pyproject.toml
All dependencies 79

Full resolved dependency set from the GitHub dependency graph: 66 direct and 13 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIaltgraphdirect
PyPIaltgraph0.17.4direct
PyPIbeautifulsoup4direct
PyPIbeautifulsoup44.12.3direct
PyPIcertifidirect
PyPIcertifi2024.7.4direct
PyPIcharset-normalizerdirect
PyPIcharset-normalizer3.3.2direct
PyPIdecoratordirect
PyPIdecorator5.1.1direct
PyPIhttpxdirect
PyPIhttpx0.27.0direct
PyPIidnadirect
PyPIidna3.15direct
PyPIigraphdirect
PyPIigraph0.11.4direct
PyPIjoblibdirect
PyPIjoblib1.4.2direct
PyPImacholibdirect
PyPImacholib1.16.3direct
PyPInumpydirect
PyPInumpy1.26.4direct
PyPIphonenumbersdirect
PyPIphonenumbers8.13.37direct
PyPIprogressdirect
PyPIprogress1.6direct
PyPIpyinstallerdirect
PyPIpyinstaller6.8.0direct
PyPIpyinstaller-hooks-contribdirect
PyPIpyinstaller-hooks-contrib2024.6direct
PyPIpysocksdirect
PyPIpysocks1.7.1direct
PyPIpytestdirect
PyPIpytest9.0.3direct
PyPIpython-dotenvdirect
PyPIpython-dotenv1.2.2direct
PyPIscikit-learndirect
PyPIscikit-learn1.5.0direct
PyPIscipydirect
PyPIscipy1.13.0direct
PyPIsixdirect
PyPIsix1.16.0direct
PyPIsklearndirect
PyPIsklearn0.0direct
PyPIsoupsievedirect
PyPIsoupsieve2.8.4direct
PyPItabulatedirect
PyPItabulate0.9.0direct
PyPItermcolordirect
PyPItermcolor2.4.0direct
PyPItexttabledirect
PyPItexttable1.7.0direct
PyPIthreadpoolctldirect
PyPIthreadpoolctl3.5.0direct
PyPItomldirect
PyPItoml0.10.2direct
PyPItreelibdirect
PyPItreelib1.7.1direct
PyPIunipathdirect
PyPIunipath1.1direct
PyPIurllib3direct
PyPIurllib32.7.0direct
PyPIvalidatorsdirect
PyPIvalidators0.22.0direct
PyPIyattagdirect
PyPIyattag1.15.2direct
PyPIanyio4.3.0indirect
PyPIcolorama0.4.6indirect
PyPIh110.16.0indirect
PyPIhttpcore1.0.9indirect
PyPIiniconfig2.0.0indirect
PyPIpackaging24.0indirect
PyPIpefile2023.2.7indirect
PyPIpluggy1.5.0indirect
PyPIpywin32-ctypes0.2.2indirect
PyPIsetuptools78.1.1indirect
PyPIsniffio1.3.1indirect
PyPIsocksio1.0.0indirect
PyPItomli2.0.1indirect
Dependency advisories 7

Installing pypi:torbot@4.0.0 pulls in 37 packages, direct and transitive: 7 carry known advisories, of which 7 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
certifi2023.7.22directhigh22024.7.4
idna3.3.0directhigh43.15
pyinstaller5.13.0directhigh46.0.0
soupsieve2.3.2.post1directhigh42.8.4
urllib31.26.17directhigh142.7.0
python-dotenv0.20.0directmoderate21.2.2
scikit-learn1.3.0directmoderate21.5.0

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.

Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [
        "tor",
        "tor-network",
        "deepweb",
        "dark-web",
        "psnappz",
        "crawler",
        "spider",
        "dedsec-inside",
        "python-web-crawler",
        "security-tools",
        "security",
        "python3",
        "python",
        "algorithm",
        "osint",
        "go",
        "projects",
        "hacking",
        "torbot",
        "hacktoberfest"
      ],
      "is_fork": false,
      "size_kb": 14414,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Shell": 742,
        "Python": 52871,
        "Dockerfile": 671
      },
      "pushed_at": "2026-07-24T18:59:21Z",
      "created_at": "2017-05-17T12:28:16Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-28T04:32:33Z",
      "description": "Dark Web OSINT Tool",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "dev",
      "license_spdx_raw": "NOASSERTION",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "DedSec Inside",
      "type": "Organization",
      "login": "DedSecInside",
      "company": null,
      "location": null,
      "followers": 244,
      "avatar_url": "https://avatars.githubusercontent.com/u/20391554?v=4",
      "created_at": "2016-07-11T04:46:14Z",
      "is_verified": null,
      "public_repos": 10,
      "account_age_days": 3669
    },
    "license": {
      "state": "custom",
      "spdx_id": null,
      "raw_spdx": "NOASSERTION",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v4.1.1",
          "kind": "patch",
          "published_at": "2026-07-19T15:28:39Z"
        },
        {
          "tag": "v4.1.0",
          "kind": "minor",
          "published_at": "2026-07-19T14:38:54Z"
        },
        {
          "tag": "v4.0.0",
          "kind": "major",
          "published_at": "2023-10-12T22:04:34Z"
        },
        {
          "tag": "v3.1.2",
          "kind": "patch",
          "published_at": "2023-09-15T22:29:41Z"
        },
        {
          "tag": "v3.1.1",
          "kind": "patch",
          "published_at": "2023-08-29T18:29:07Z"
        },
        {
          "tag": "v3.0.1",
          "kind": "patch",
          "published_at": "2023-08-21T21:09:13Z"
        },
        {
          "tag": "v2.1.0",
          "kind": "minor",
          "published_at": "2022-08-28T11:21:59Z"
        },
        {
          "tag": "v2.0.0",
          "kind": "major",
          "published_at": "2021-10-10T17:01:17Z"
        },
        {
          "tag": "v1.3",
          "kind": "other",
          "published_at": "2018-10-28T15:48:00Z"
        },
        {
          "tag": "v1.2",
          "kind": "other",
          "published_at": "2018-02-12T17:16:57Z"
        },
        {
          "tag": "v1.0.1",
          "kind": "patch",
          "published_at": "2018-02-12T15:52:48Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2017-07-06T15:19:34Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "b8266f713a3eea56757e39adbb9e3d67836b277d",
          "body": "Fix httpcore compatibility with h11 0.16",
          "is_bot": false,
          "headline": "Merge pull request #398 from DedSecInside/fix/httpcore-h11-ci",
          "author_name": "Akeem King",
          "author_login": "KingAkeem",
          "committed_at": "2026-07-19T15:26:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a291369d1c361972895e89234ce498a054255da",
          "body": null,
          "is_bot": false,
          "headline": "Fix httpcore compatibility with h11 0.16",
          "author_name": "Akeem T. L. King",
          "author_login": "KingAkeem",
          "committed_at": "2026-07-19T15:24:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d90b6effd5f75fcd541656d9c0be2f7327bbcb05",
          "body": "Potential fix for code scanning alert no. 1: Workflow does not contai…",
          "is_bot": false,
          "headline": "Merge pull request #397 from DedSecInside/alert-autofix-1",
          "author_name": "Akeem King",
          "author_login": "KingAkeem",
          "committed_at": "2026-07-19T14:53:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a9eb60824c65e35ec0f945921a0bdee2a6957bde",
          "body": "…n permissions\n\nCo-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Potential fix for code scanning alert no. 1: Workflow does not contai…",
          "author_name": "Akeem King",
          "author_login": "KingAkeem",
          "committed_at": "2026-07-19T14:53:11Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "fff1d3528e3183592ab8850b1eb773af1ff34856",
          "body": "Bump h11 from 0.14.0 to 0.16.0",
          "is_bot": false,
          "headline": "Merge pull request #396 from DedSecInside/dependabot/pip/h11-0.16.0",
          "author_name": "Akeem King",
          "author_login": "KingAkeem",
          "committed_at": "2026-07-19T14:52:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d8be4125f6c07700b5db11f59b12d7383bbd4b6",
          "body": "Bumps [h11](https://github.com/python-hyper/h11) from 0.14.0 to 0.16.0.\n- [Commits](https://github.com/python-hyper/h11/compare/v0.14.0...v0.16.0)\n\n---\nupdated-dependencies:\n- dependency-name: h11\n  dependency-version: 0.16.0\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump h11 from 0.14.0 to 0.16.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-19T14:50:33Z",
          "body_truncated": false,
          "is_coding_agent": false
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          "is_bot": true,
          "headline": "Bump urllib3 from 1.26.18 to 1.26.19",
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            "key": "abandonment",
            "band": "exceptional",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
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                "details": [
                  {
                    "code": "abandonment_maintained",
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                "max_points": 100
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            ]
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        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
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        "name": "Community & Adoption",
        "value": 69,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "exceptional",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 95,
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              "forks": 719,
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              "watchers": 121,
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            "components": [
              {
                "key": "stars",
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                "detail": "4,458 stars",
                "points": 59.2,
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                  {
                    "code": "stars",
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                      "count": 4458
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                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "719 forks",
                "points": 23.8,
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                  {
                    "code": "forks",
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                      "count": 719
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "121 watchers",
                "points": 11.6,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 121
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "has_readme": true,
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              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "readme_badge_services": [],
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            "components": [
              {
                "key": "readme",
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                "status": "met",
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                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file present, not a recognized license",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "license_custom",
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                ],
                "max_points": 22.5
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              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "status": "missed",
                "details": [],
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              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
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              {
                "key": "issue_template",
                "name": "Issue template",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
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                "max_points": 6.3
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            ]
          },
          {
            "key": "ecosystem_adoption",
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            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
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              {
                "code": "weights_renormalized",
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            ],
            "value": 32,
            "inputs": {
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 82
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            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "82 downloads/month across pypi",
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                "status": "partial",
                "details": [
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                    "code": "downloads_monthly",
                    "params": {
                      "count": 82,
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
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            ]
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 62,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "weak",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 44,
            "inputs": {
              "bus_factor": 1,
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              "top_contributor_share": 0.511
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            "components": [
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                      "count": 1
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                "max_points": 54
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                "key": "commit_distribution",
                "name": "Commit distribution",
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                "details": [
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                    "code": "top_contributor_share",
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                      "share": 51
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                ],
                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "38 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 38
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                  }
                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 6 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 75,
            "inputs": {
              "merged_prs": 212,
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              "closed_issues": 107,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
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              "issue_closed_ratio": 0.964,
              "closed_unmerged_prs": 44,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "96% of issues closed",
                "points": 40.5,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 96
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                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "212/256 decided PRs merged",
                "points": 24.8,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 212,
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                  }
                ],
                "max_points": 30
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              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
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                ],
                "max_points": 13
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/4 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
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                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 67,
            "inputs": {
              "followers": 244,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "DedSecInside",
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              "account_age_days": 3669
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
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                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "244 followers of DedSecInside",
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                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
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                ],
                "max_points": 25
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              {
                "key": "track_record",
                "name": "Track record",
                "detail": "10 public repos, account ~10 yr old",
                "points": 19.6,
                "status": "partial",
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                    "code": "public_repos",
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                      "count": 10
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
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                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "good",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
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            "inputs": {
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 1019
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            "components": [
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                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
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                    "code": "packages_published",
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                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 1019 days ago",
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                "details": [
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                    "code": "publish_recency",
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                "max_points": 35
              },
              {
                "key": "version_history",
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                "detail": "6 published versions",
                "points": 20,
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                "details": [
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                    "code": "published_versions",
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                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
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        "name": "Engineering Quality",
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        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "inputs": {
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              "has_editorconfig": false,
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                      "count": 2
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                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
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                "details": [],
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "points": 16,
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                "details": [
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                    "code": "file_list",
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                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
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                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
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                "python3",
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                "osint",
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              "has_wiki": true,
              "homepage": null,
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            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "repository_description",
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                "points": 10,
                "status": "met",
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                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
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                "details": [
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                    "code": "topics_count",
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                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
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                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
        "value": 58,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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                "code": "excluded_no_data",
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                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 60,
            "inputs": {
              "source": "openssf_scorecard",
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
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              {
                "key": "branch_protection",
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                "detail": "branch protection is not maximal on development and all release branches",
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              {
                "key": "ci_tests",
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              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
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              },
              {
                "key": "code_review",
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                "detail": "Found 0/4 approved changesets -- score normalized to 0",
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              },
              {
                "key": "contributors",
                "name": "Contributors",
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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                "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": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "27 commit(s) and 0 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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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 run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "weak",
            "name": "Dependency advisories",
            "note": "Matched the pypi:torbot@4.0.0 runtime dependency closure — what installing the published package pulls in — 37 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:torbot@4.0.0",
                  "assessed": 37
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 49,
            "inputs": {
              "source": "osv",
              "advisories": 32,
              "affected_packages": 7,
              "assessed_packages": 37,
              "unassessed_packages": 0,
              "affected_by_severity": "high 5, moderate 2",
              "direct_affected_packages": 7
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "7 affected: certifi 2023.7.22 (high 7.5), idna 3.3.0 (high 7.5), pyinstaller 5.13.0 (high 8.8), +4 more",
                "points": 5.1,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 7,
                      "packages": "certifi 2023.7.22 (high 7.5), idna 3.3.0 (high 7.5), pyinstaller 5.13.0 (high 8.8)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "6 advisory-carrying package(s) unaddressed past 90 days; oldest published 1014 days ago",
                "points": 19.2,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 6,
                      "oldest": 1014
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 37,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 7
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "weak",
        "name": "AI Readiness",
        "value": 44,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 26,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.494,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "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": "40 of 81 human commits state their intent (structured subject or explanatory body)",
                "points": 26.3,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 40,
                      "sampled": 81
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.19
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".flake8",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8"
                    }
                  }
                ],
                "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",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "19 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 19,
                      "sampled": 100
                    }
                  }
                ],
                "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": 12133,
              "source_files_sampled": 21,
              "oversized_source_files": 0
            },
            "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": "0/21 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 21,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "library"
      ],
      "scores": {
        "library": 6
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T05:15:32.544008Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/DedSecInside/TorBot.svg",
  "full_name": "DedSecInside/TorBot",
  "license_state": "custom",
  "license_spdx": null
}

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.3.1, schema v0.27.0 — full methodology · metrics wiki.

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