Public record
Software health reportschema 0.14.0 · metrics 1.13.0 · 2026-07-19 07:59 UTC

ChenyangGao / python-modules

public Python module from

PythonNo license detected★ 0 stars⑂ 3 forkssince Aug 2025View on GitHub ↗

ChenyangGao/python-modules holds a health index of 23 out of 100, placing it in the Critical band. It scores highest on Sustainability & Governance (37/100) and lowest on Engineering Quality (9/100). It was last updated today. A single contributor accounts for most of its recent work.

23
overall / 100
Critical

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

23
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

Ownership

ChenyangGaoPersonal account
125 followers12 public repossince Mar 2017

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIpython-dicttools0.0.5-5323 days agodicttools
PyPIaiohttp_client_request0.1.2787333 days agoaiohttprequest
PyPIaiosonic_request0.0.1-1329 days agoaiosonicrequest
PyPIariarpcpoints to another repo — not scored0.0.2.1-4525 days agoaria2rpc
PyPIasks_request0.0.2.2-5333 days agoasksrequest
PyPIblacksheep_client_request0.1.3-9153 days agoblacksheeprequest
PyPIcachedict0.0.712,31510247 days agocachedict

Metrics by category

Vitality

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

24Critical · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
0.7/36Commit cadence — 1/52 weeks with commits
2.7/18Commit volume — 1 commits in the last year
1/10OpenSSF Scorecard: Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
Inputs used
commits_last_year1
human_commit_share
days_since_last_push0
active_weeks_last_year1
How it's scored
0/27Ships releases — no releases published
0/36Release recency — no releases
0/27Release cadence — no releases
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count0
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

18Critical · 18% of overall
How it's scored
0/60Stars — 0 stars
2.5/25Forks — 3 forks
0/15Watchers — 0 watchers
Inputs used
forks3
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
0/22.5README
0/22.5License — no license file detected
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeno
has_licenseno
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
How it's scored
54.6/80Monthly downloads — 12,393 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagespython-dicttools, aiohttp_client_request, aiosonic_request, asks_request, blacksheep_client_request, cachedict
dependents
ecosystemspypi
total_downloads
monthly_downloads12,393
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?

37At risk · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
0/46.8Issue resolution — 0% of issues closed
0/38.3PR acceptance — no decided pull requests or no data
0/15OpenSSF Scorecard: Code-Review — Found 0/2 approved changesets -- score normalized to 0
Inputs used
merged_prs0
open_issues1
closed_issues0
issue_closed_ratio0
closed_unmerged_prs0
Excluded from scoring (no data or not applicable): PR acceptance. Remaining weights renormalized.
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
15.1/25Owner reach — 125 followers of ChenyangGao
20.1/25Track record — 12 public repos, account ~9 yr old
Inputs used
followers125
owner_typeUser
is_verified
owner_loginChenyangGao
public_repos12
account_age_days3,422
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable — 6 package(s) on pypi
35/35Publish recency — latest publish 153 days ago
20/20Version history — 10 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagespython-dicttools, aiohttp_client_request, aiosonic_request, asks_request, blacksheep_client_request, cachedict
ecosystemspypi
any_deprecatedno
min_days_since_publish153

Engineering Quality

Are baseline engineering and documentation practices in place?

9Critical · 20% of overall
How it's scored
0/24CI workflows
0/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_cino
has_testsno
has_editorconfigno
has_linter_configno
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

20Critical
How it's scored
0/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeno
has_docs_dirno
has_descriptionyes

Security

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

23Critical · 16% of overall
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 0/2 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
0/10Dangerous-Workflow — no data
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
0/2.5License — license file not detected
0.8/7.5Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
0/5Packaging — no data
0/5Pinned-Dependencies — no data
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — no data
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated12
scorecard_versionv5.5.0
checks_inconclusive6
scorecard_aggregate2.3
Excluded from scoring (no data or not applicable): ci_tests, dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. Remaining weights renormalized.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

22Critical · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
0/18One-command bootstrap
0/22Automated tests
0/11Lint / format config
11/11Static type checking — @blacksheep-extensions/blacksheep-rich-log/blacksheep_rich_log/py.typed, @hyper_request/hyper_request/py.typed, @python-dicttools/dicttools/py.typed, aiohttp_client_request/aiohttp_client_request/py.typed, aiosonic_request/aiosonic_request/py.typed, ariarpc/ariarpc/py.typed, asks_request/asks_request/py.typed, blacksheep_client_request/blacksheep_client_request/py.typed, cachedict/cachedict/py.typed, capture_stream/capture_stream/py.typed, coltools/coltools/py.typed, curl_cffi_request/curl_cffi_request/py.typed, datefmt/datefmt/py.typed, ed2k/ed2k/py.typed, errno2/errno2/py.typed, filerev/filerev/py.typed, glob_pattern/glob_pattern/py.typed, http_client_request/http_client_request/py.typed, http_response/http_response/py.typed, httpcore_request/httpcore_request/py.typed, httpx_request/httpx_request/py.typed, id2dirnode/id2dirnode/py.typed, integer_tool/integer_tool/py.typed, iter_collect/iter_collect/py.typed, iterdir/iterdir/py.typed, json_write/json_write/py.typed, mimetype_more/mimetype_more/py.typed, niquests_request/niquests_request/py.typed, partial_fstring/partial_fstring/py.typed, path_ignore_pattern/path_ignore_pattern/py.typed, path_predicate/path_predicate/py.typed, posixpatht/posixpatht/py.typed, pycurl_request/pycurl_request/py.typed, python-argtools/argtools/py.typed, python-asynctools/asynctools/py.typed, python-bytetools/bytetools/py.typed, python-concurrenttools/concurrenttools/py.typed, python-cookietools/cookietools/py.typed, python-decotools/decotools/py.typed, python-dictattr/dictattr/py.typed, python-download/download/py.typed, python-encode_uri/encode_uri/py.typed, python-ensure/ensure/py.typed, python-filewrap/filewrap/py.typed, python-funcutils/funcutils/py.typed, python-hashtools/hashtools/py.typed, python-http_request/http_request/py.typed, python-httpfile/httpfile/py.typed, python-iterutils/iterutils/py.typed, python-lockfile/lockfile/py.typed, python-mask/mask/py.typed, python-partial/partial/py.typed, python-property/property/py.typed, python-renamer/renamer/py.typed, python-retrytools/retrytools/py.typed, python-reverse-proxy/reverse_proxy/py.typed, python-sqlitedict/sqlitedict/py.typed, python-startfile/startfile/py.typed, python-temporary/temporary/py.typed, python-texttools/texttools/py.typed, python-treedir/treedir/py.typed, python-undefined/undefined/py.typed, python-urlopen/urlopen/py.typed, requests_request/requests_request/py.typed, richlog_fs/richlog_fs/py.typed, socket_keepalive/socket_keepalive/py.typed, sqlite_logger/sqlite_logger/py.typed, sqlitetools/sqlitetools/py.typed, statsdir/statsdir/py.typed, tornado_client_request/tornado_client_request/py.typed, torrent_tool/torrent_tool/py.typed, urllib3_future_request/urllib3_future_request/py.typed, urllib3_request/urllib3_request/py.typed
0/10Reproducible environment
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsno
lockfiles
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs@blacksheep-extensions/blacksheep-rich-log/blacksheep_rich_log/py.typed, @hyper_request/hyper_request/py.typed, @python-dicttools/dicttools/py.typed, aiohttp_client_request/aiohttp_client_request/py.typed, aiosonic_request/aiosonic_request/py.typed, ariarpc/ariarpc/py.typed, asks_request/asks_request/py.typed, blacksheep_client_request/blacksheep_client_request/py.typed, cachedict/cachedict/py.typed, capture_stream/capture_stream/py.typed, coltools/coltools/py.typed, curl_cffi_request/curl_cffi_request/py.typed, datefmt/datefmt/py.typed, ed2k/ed2k/py.typed, errno2/errno2/py.typed, filerev/filerev/py.typed, glob_pattern/glob_pattern/py.typed, http_client_request/http_client_request/py.typed, http_response/http_response/py.typed, httpcore_request/httpcore_request/py.typed, httpx_request/httpx_request/py.typed, id2dirnode/id2dirnode/py.typed, integer_tool/integer_tool/py.typed, iter_collect/iter_collect/py.typed, iterdir/iterdir/py.typed, json_write/json_write/py.typed, mimetype_more/mimetype_more/py.typed, niquests_request/niquests_request/py.typed, partial_fstring/partial_fstring/py.typed, path_ignore_pattern/path_ignore_pattern/py.typed, path_predicate/path_predicate/py.typed, posixpatht/posixpatht/py.typed, pycurl_request/pycurl_request/py.typed, python-argtools/argtools/py.typed, python-asynctools/asynctools/py.typed, python-bytetools/bytetools/py.typed, python-concurrenttools/concurrenttools/py.typed, python-cookietools/cookietools/py.typed, python-decotools/decotools/py.typed, python-dictattr/dictattr/py.typed, python-download/download/py.typed, python-encode_uri/encode_uri/py.typed, python-ensure/ensure/py.typed, python-filewrap/filewrap/py.typed, python-funcutils/funcutils/py.typed, python-hashtools/hashtools/py.typed, python-http_request/http_request/py.typed, python-httpfile/httpfile/py.typed, python-iterutils/iterutils/py.typed, python-lockfile/lockfile/py.typed, python-mask/mask/py.typed, python-partial/partial/py.typed, python-property/property/py.typed, python-renamer/renamer/py.typed, python-retrytools/retrytools/py.typed, python-reverse-proxy/reverse_proxy/py.typed, python-sqlitedict/sqlitedict/py.typed, python-startfile/startfile/py.typed, python-temporary/temporary/py.typed, python-texttools/texttools/py.typed, python-treedir/treedir/py.typed, python-undefined/undefined/py.typed, python-urlopen/urlopen/py.typed, requests_request/requests_request/py.typed, richlog_fs/richlog_fs/py.typed, socket_keepalive/socket_keepalive/py.typed, sqlite_logger/sqlite_logger/py.typed, sqlitetools/sqlitetools/py.typed, statsdir/statsdir/py.typed, tornado_client_request/tornado_client_request/py.typed, torrent_tool/torrent_tool/py.typed, urllib3_future_request/urllib3_future_request/py.typed, urllib3_request/urllib3_request/py.typed
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance, OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.
How it's scored
27/45Type-checkable code — Python with type-check config (@blacksheep-extensions/blacksheep-rich-log/blacksheep_rich_log/py.typed, @hyper_request/hyper_request/py.typed, @python-dicttools/dicttools/py.typed, aiohttp_client_request/aiohttp_client_request/py.typed, aiosonic_request/aiosonic_request/py.typed, ariarpc/ariarpc/py.typed, asks_request/asks_request/py.typed, blacksheep_client_request/blacksheep_client_request/py.typed, cachedict/cachedict/py.typed, capture_stream/capture_stream/py.typed, coltools/coltools/py.typed, curl_cffi_request/curl_cffi_request/py.typed, datefmt/datefmt/py.typed, ed2k/ed2k/py.typed, errno2/errno2/py.typed, filerev/filerev/py.typed, glob_pattern/glob_pattern/py.typed, http_client_request/http_client_request/py.typed, http_response/http_response/py.typed, httpcore_request/httpcore_request/py.typed, httpx_request/httpx_request/py.typed, id2dirnode/id2dirnode/py.typed, integer_tool/integer_tool/py.typed, iter_collect/iter_collect/py.typed, iterdir/iterdir/py.typed, json_write/json_write/py.typed, mimetype_more/mimetype_more/py.typed, niquests_request/niquests_request/py.typed, partial_fstring/partial_fstring/py.typed, path_ignore_pattern/path_ignore_pattern/py.typed, path_predicate/path_predicate/py.typed, posixpatht/posixpatht/py.typed, pycurl_request/pycurl_request/py.typed, python-argtools/argtools/py.typed, python-asynctools/asynctools/py.typed, python-bytetools/bytetools/py.typed, python-concurrenttools/concurrenttools/py.typed, python-cookietools/cookietools/py.typed, python-decotools/decotools/py.typed, python-dictattr/dictattr/py.typed, python-download/download/py.typed, python-encode_uri/encode_uri/py.typed, python-ensure/ensure/py.typed, python-filewrap/filewrap/py.typed, python-funcutils/funcutils/py.typed, python-hashtools/hashtools/py.typed, python-http_request/http_request/py.typed, python-httpfile/httpfile/py.typed, python-iterutils/iterutils/py.typed, python-lockfile/lockfile/py.typed, python-mask/mask/py.typed, python-partial/partial/py.typed, python-property/property/py.typed, python-renamer/renamer/py.typed, python-retrytools/retrytools/py.typed, python-reverse-proxy/reverse_proxy/py.typed, python-sqlitedict/sqlitedict/py.typed, python-startfile/startfile/py.typed, python-temporary/temporary/py.typed, python-texttools/texttools/py.typed, python-treedir/treedir/py.typed, python-undefined/undefined/py.typed, python-urlopen/urlopen/py.typed, requests_request/requests_request/py.typed, richlog_fs/richlog_fs/py.typed, socket_keepalive/socket_keepalive/py.typed, sqlite_logger/sqlite_logger/py.typed, sqlitetools/sqlitetools/py.typed, statsdir/statsdir/py.typed, tornado_client_request/tornado_client_request/py.typed, torrent_tool/torrent_tool/py.typed, urllib3_future_request/urllib3_future_request/py.typed, urllib3_request/urllib3_request/py.typed)
54/55Manageable file sizes — 2/114 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes67,547
source_files_sampled114
oversized_source_files2

Key facts

0GitHub stars
1contributors
1commits, last 12 months
0days since last push
0releases
1bus factor
1open issues
PyPIpackage ecosystems

Data collection warnings

  • Could not fetch pypi package 'hyper_request' from its registry
  • pypi package 'ariarpc' points at a different repository (https://github.com/ChenyangGao/web-mount-packs/tree/main/python-module/ariarpc); excluded from ecosystem scoring
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

OpenSSF Scorecard 2.3 / 10
2.3aggregate

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 · 2026-07-19 07:59 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 0/2 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
n/aDangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
0Licenselicense file not detected
1Maintained2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
n/aPackagingpackaging workflow not detected
n/aPinned-Dependenciesno dependencies found
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
n/aToken-PermissionsNo tokens found
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 225
RegistryPackageVersion constraintManifest
PyPIhttp_response>=0.0.9@hyper_request/pyproject.toml
PyPIhyper*@hyper_request/pyproject.toml
PyPIpython-argtools>=0.0.2@hyper_request/pyproject.toml
PyPIpython-cookietools>=0.1.3@hyper_request/pyproject.toml
PyPIpython-dicttools>=0.0.4@hyper_request/pyproject.toml
PyPIpython-filewrap>=0.2.8@hyper_request/pyproject.toml
PyPIpython-http_request>=0.1.4@hyper_request/pyproject.toml
PyPIpython-property>=0.0.3@hyper_request/pyproject.toml
PyPIpython-undefined>=0.0.3@hyper_request/pyproject.toml
PyPIurllib3*@hyper_request/pyproject.toml
PyPIyarl*@hyper_request/pyproject.toml
PyPIpython-undefined>=0.0.3@python-dicttools/pyproject.toml
PyPIaiohttp*aiohttp_client_request/pyproject.toml
PyPIhttp_response>=0.0.9aiohttp_client_request/pyproject.toml
PyPIpython-argtools>=0.0.2aiohttp_client_request/pyproject.toml
PyPIpython-cookietools>=0.1.2aiohttp_client_request/pyproject.toml
PyPIpython-dicttools>=0.0.4aiohttp_client_request/pyproject.toml
PyPIpython-filewrap>=0.2.8aiohttp_client_request/pyproject.toml
PyPIpython-http_request>=0.1.4aiohttp_client_request/pyproject.toml
PyPIpython-undefined>=0.0.3aiohttp_client_request/pyproject.toml
PyPIyarl*aiohttp_client_request/pyproject.toml
PyPIaiosonic*aiosonic_request/pyproject.toml
PyPIhttp_response>=0.0.9aiosonic_request/pyproject.toml
PyPIpython-argtools>=0.0.2aiosonic_request/pyproject.toml
PyPIpython-asynctools>=0.1.3.4aiosonic_request/pyproject.toml
PyPIpython-cookietools>=0.1.3aiosonic_request/pyproject.toml
PyPIpython-dicttools>=0.0.4aiosonic_request/pyproject.toml
PyPIpython-filewrap>=0.2.8aiosonic_request/pyproject.toml
PyPIpython-http_request>=0.1.4aiosonic_request/pyproject.toml
PyPIyarl*aiosonic_request/pyproject.toml
PyPIorjson*ariarpc/pyproject.toml
PyPIhttpx*ariarpc/pyproject.toml
PyPIhttpx_request>=0.1.2ariarpc/pyproject.toml
PyPIasks*asks_request/pyproject.toml
PyPIhttp_response>=0.0.9asks_request/pyproject.toml
PyPIpython-argtools>=0.0.2asks_request/pyproject.toml
PyPIpython-asynctools>=0.1.3.4asks_request/pyproject.toml
PyPIpython-cookietools>=0.1.2asks_request/pyproject.toml
PyPIpython-dicttools>=0.0.4asks_request/pyproject.toml
PyPIpython-filewrap>=0.2.8asks_request/pyproject.toml
PyPIpython-http_request>=0.1.4asks_request/pyproject.toml
PyPIyarl*asks_request/pyproject.toml
PyPIblacksheep*blacksheep_client_request/pyproject.toml
PyPIhttp_response>=0.0.9blacksheep_client_request/pyproject.toml
PyPImultidict*blacksheep_client_request/pyproject.toml
PyPIpython-argtools>=0.0.2blacksheep_client_request/pyproject.toml
PyPIpython-asynctools>=0.1.3.4blacksheep_client_request/pyproject.toml
PyPIpython-cookietools>=0.1.4blacksheep_client_request/pyproject.toml
PyPIpython-dicttools>=0.0.5blacksheep_client_request/pyproject.toml
PyPIpython-ensure>=0.0.1blacksheep_client_request/pyproject.toml
PyPIpython-filewrap>=0.2.9blacksheep_client_request/pyproject.toml
PyPIpython-http_request>=0.1.7blacksheep_client_request/pyproject.toml
PyPIpython-undefined>=0.0.4blacksheep_client_request/pyproject.toml
PyPIpython-undefined>=0.0.3cachedict/pyproject.toml
PyPIopencv-python*capture_stream/pyproject.toml
PyPIcurl_cffi*curl_cffi_request/pyproject.toml
PyPIhttp_response>=0.0.9curl_cffi_request/pyproject.toml
PyPIpython-argtools>=0.0.2curl_cffi_request/pyproject.toml
PyPIpython-asynctools>=0.1.3.4curl_cffi_request/pyproject.toml
PyPIpython-cookietools>=0.1.2curl_cffi_request/pyproject.toml
PyPIpython-dicttools>=0.0.4curl_cffi_request/pyproject.toml
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All dependencies not collected

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

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            "band": "critical",
            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
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              "has_contributing": false,
              "has_issue_template": false,
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                "key": "readme",
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                "status": "missed",
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                "key": "license",
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                "detail": "no license file detected",
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                "status": "missed",
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            "notes": [
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                "detail": "Found 0/2 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 56,
            "inputs": {
              "followers": 125,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "ChenyangGao",
              "public_repos": 12,
              "account_age_days": 3422
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "125 followers of ChenyangGao",
                "points": 15.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 125,
                      "login": "ChenyangGao"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "12 public repos, account ~9 yr old",
                "points": 20.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 12
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 9
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "python-dicttools",
                "aiohttp_client_request",
                "aiosonic_request",
                "asks_request",
                "blacksheep_client_request",
                "cachedict"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 153
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "6 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 6,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 153 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 153
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "10 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 10
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "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",
        "band": "critical",
        "name": "Engineering Quality",
        "value": 9,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "critical",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 1,
            "inputs": {
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              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "critical",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": false,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
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              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "critical",
        "name": "Security",
        "value": 23,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                    "dangerous_workflow",
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 23,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 12,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 6,
              "scorecard_aggregate": 2.3
            },
            "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": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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 0/2 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1",
                "points": 0.8,
                "status": "partial",
                "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": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "critical",
        "name": "AI Readiness",
        "value": 22,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "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": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "critical",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance, OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                    "automated_maintenance",
                    "openssf_scorecard_pinned_dependencies"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 15,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "@blacksheep-extensions/blacksheep-rich-log/blacksheep_rich_log/py.typed",
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                "@python-dicttools/dicttools/py.typed",
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                "asks_request/asks_request/py.typed",
                "blacksheep_client_request/blacksheep_client_request/py.typed",
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                "capture_stream/capture_stream/py.typed",
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                "curl_cffi_request/curl_cffi_request/py.typed",
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                "httpcore_request/httpcore_request/py.typed",
                "httpx_request/httpx_request/py.typed",
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                "python-cookietools/cookietools/py.typed",
                "python-decotools/decotools/py.typed",
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                "python-startfile/startfile/py.typed",
                "python-temporary/temporary/py.typed",
                "python-texttools/texttools/py.typed",
                "python-treedir/treedir/py.typed",
                "python-undefined/undefined/py.typed",
                "python-urlopen/urlopen/py.typed",
                "requests_request/requests_request/py.typed",
                "richlog_fs/richlog_fs/py.typed",
                "socket_keepalive/socket_keepalive/py.typed",
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                "sqlitetools/sqlitetools/py.typed",
                "statsdir/statsdir/py.typed",
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                "urllib3_future_request/urllib3_future_request/py.typed",
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              "agent_commit_share": null,
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
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  "warnings": [
    "Could not fetch pypi package 'hyper_request' from its registry",
    "pypi package 'ariarpc' points at a different repository (https://github.com/ChenyangGao/web-mount-packs/tree/main/python-module/ariarpc); excluded from ecosystem scoring",
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}

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 statisticsPyPI.