# ChenyangGao/python-modules — health index 23/100 (Critical)

> Inspection of the public repository ChenyangGao/python-modules by inspect.software. It holds a health index of 23 out of 100, placing it in the Critical band. The index is a signal derived from publicly visible practice, not a warranty, a security audit, or an endorsement, and it is independent of payment.

- Repository: https://github.com/ChenyangGao/python-modules
- Report page: https://inspect.software/software/ChenyangGao/python-modules
- Full JSON report: https://inspect.software/api/repositories/ChenyangGao/python-modules/report
- Badge: https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/ChenyangGao/python-modules.svg
- Inspected: 2026-07-19
- Methodology: metrics 1.13.0, report schema 0.14.0 (https://inspect.software/methodology.md)

## Category summary

| Category | Weight | Index | Band |
|---|---|---|---|
| Vitality | 22% | 24/100 | Critical |
| Community & Adoption | 18% | 18/100 | Critical |
| Sustainability & Governance | 24% | 37/100 | At risk |
| Engineering Quality | 20% | 9/100 | Critical |
| Security | 16% | 23/100 | Critical |
| AI Readiness | not counted | 22/100 | Critical |

## Repository facts

| Field | Value |
|---|---|
| Description | public Python module from |
| Primary language | Python |
| Stars | 0 |
| Forks | 3 |
| Created | 2025-08-05 |
| Last push | 2026-07-19 |
| Commits (last year) | 1 |
| Bus factor | 1 |

## Published packages

| Registry | Package | Latest | Monthly downloads |
|---|---|---|---|
| pypi | python-dicttools | 0.0.5 | — |
| pypi | aiohttp_client_request | 0.1.2 | 78 |
| pypi | aiosonic_request | 0.0.1 | — |
| pypi | ariarpc | 0.0.2.1 | — |
| pypi | asks_request | 0.0.2.2 | — |
| pypi | blacksheep_client_request | 0.1.3 | — |
| pypi | cachedict | 0.0.7 | 12,315 |

## Vitality — 24/100 (Critical)

Is the project alive — is code being written and are releases shipping? Weight: 22% of the overall index.

### Development activity — 40/100 (At risk)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Push recency | met | 36 / 36 | last push 0 days ago |
| Commit cadence | partial | 0.7 / 36 | 1/52 weeks with commits |
| Commit volume | partial | 2.7 / 18 | 1 commits in the last year |
| OpenSSF Scorecard: Maintained | partial | 1 / 10 | 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |

### Release discipline — 1/100 (Critical)

Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Ships releases | not met | 0 / 27 | no releases published |
| Release recency | not met | 0 / 36 | no releases |
| Release cadence | not met | 0 / 27 | no releases |
| OpenSSF Scorecard: Signed-Releases | excluded | 0 / 10 | no releases found |

### Abandonment — 100/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Project is still maintained | met | 100 / 100 | maintenance record not established from the collected data |

## Community & Adoption — 18/100 (Critical)

Does the project have users, downloads, attention, and a welcoming setup for contributors? Weight: 18% of the overall index.

### Popularity & adoption — 2/100 (Critical)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Stars | not met | 0 / 60 | 0 stars |
| Forks | partial | 2.5 / 25 | 3 forks |
| Watchers | not met | 0 / 15 | 0 watchers |

### Community health — 1/100 (Critical)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| README | not met | 0 / 22.5 | — |
| License | not met | 0 / 22.5 | no license file detected |
| CONTRIBUTING guide | not met | 0 / 18 | — |
| Code of conduct | not met | 0 / 13.5 | — |
| Issue template | not met | 0 / 7.2 | — |
| PR template | not met | 0 / 6.3 | — |

### Ecosystem adoption (downloads) — 68/100 (Moderate)

Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Monthly downloads | partial | 54.6 / 80 | 12,393 downloads/month across pypi |
| Registry dependents | excluded | 0 / 20 | not reported by this ecosystem |

## Sustainability & Governance — 37/100 (At risk)

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep? Weight: 24% of the overall index.

### Maintainer resilience (bus factor) — 10/100 (Critical)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Bus factor | partial | 9 / 54 | 1 contributor(s) cover half of all commits |
| Commit distribution | not met | 0 / 22.5 | top contributor authored 100% of commits |
| Contributor breadth | partial | 1.4 / 13.5 | 1 contributors |
| OpenSSF Scorecard: Contributors | not met | 0 / 10 | project has 0 contributing companies or organizations -- score normalized to 0 |

### Issue & PR responsiveness — 1/100 (Critical)

Excluded from scoring (no data or not applicable): PR acceptance. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Issue resolution | not met | 0 / 46.8 | 0% of issues closed |
| PR acceptance | excluded | 0 / 38.2 | no decided pull requests or no data |
| OpenSSF Scorecard: Code-Review | not met | 0 / 15 | Found 0/2 approved changesets -- score normalized to 0 |

### Ownership & stewardship — 56/100 (Moderate)

Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Ownership backing | partial | 10 / 30 | personal (user) account |
| Verified domain | excluded | 0 / 20 | not applicable to user accounts |
| Owner reach | partial | 15.1 / 25 | 125 followers of ChenyangGao |
| Track record | partial | 20.1 / 25 | 12 public repos, account ~9 yr old |

### Package maintenance — 100/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Published & resolvable | met | 25 / 25 | 6 package(s) on pypi |
| Publish recency | met | 35 / 35 | latest publish 153 days ago |
| Version history | met | 20 / 20 | 10 published versions |
| Not deprecated | met | 20 / 20 | active, not deprecated or yanked |

## Engineering Quality — 9/100 (Critical)

Are baseline engineering and documentation practices in place? Weight: 20% of the overall index.

### Engineering practices — 1/100 (Critical)

Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| CI workflows | not met | 0 / 24 | — |
| Tests present | not met | 0 / 24 | — |
| Linter config | not met | 0 / 16 | — |
| Pre-commit hooks | not met | 0 / 9.6 | — |
| .editorconfig | not met | 0 / 6.4 | — |
| OpenSSF Scorecard: CI-Tests | excluded | 0 / 20 | no pull request found |

### Documentation — 20/100 (Critical)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| README | not met | 0 / 30 | — |
| Documentation directory | not met | 0 / 25 | — |
| Documentation / homepage site | not met | 0 / 15 | — |
| Repository description | met | 10 / 10 | — |
| Topics | not met | 0 / 10 | — |
| Wiki | met | 10 / 10 | — |

## Security — 23/100 (Critical)

Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure? Weight: 16% of the overall index.

### Security posture — 23/100 (Critical)

Excluded from scoring (no data or not applicable): CI-Tests, Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Binary-Artifacts | met | 7.5 / 7.5 | no binaries found in the repo |
| Branch-Protection | not met | 0 / 7.5 | branch protection not enabled on development/release branches |
| CI-Tests | excluded | 0 / 2.5 | no pull request found |
| CII-Best-Practices | not met | 0 / 2.5 | no effort to earn an OpenSSF best practices badge detected |
| Code-Review | not met | 0 / 7.5 | Found 0/2 approved changesets -- score normalized to 0 |
| Contributors | not met | 0 / 2.5 | project has 0 contributing companies or organizations -- score normalized to 0 |
| Dangerous-Workflow | excluded | 0 / 10 | no workflows found |
| Dependency-Update-Tool | not met | 0 / 7.5 | no update tool detected |
| Fuzzing | not met | 0 / 5 | project is not fuzzed |
| License | not met | 0 / 2.5 | license file not detected |
| Maintained | partial | 0.8 / 7.5 | 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
| Packaging | excluded | 0 / 5 | packaging workflow not detected |
| Pinned-Dependencies | excluded | 0 / 5 | no dependencies found |
| SAST | not met | 0 / 5 | no SAST tool detected |
| Security-Policy | not met | 0 / 5 | security policy file not detected |
| Signed-Releases | excluded | 0 / 7.5 | no releases found |
| Token-Permissions | excluded | 0 / 7.5 | No tokens found |
| Vulnerabilities | met | 7.5 / 7.5 | 0 existing vulnerabilities detected |

## AI Readiness — 22/100 (Critical)

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.

### Agent context & guidance — 1/100 (Critical)

Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Agent instructions | not met | 0 / 45 | no CLAUDE.md / AGENTS.md / editor rules |
| Machine-readable docs (llms.txt) | not met | 0 / 15 | — |
| Legible commit history | excluded | 0 / 40 | no data |

### Verify loop (build / test / typecheck) — 15/100 (Critical)

Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance, OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| One-command bootstrap | not met | 0 / 18 | — |
| Automated tests | not met | 0 / 22 | — |
| Lint / format config | not met | 0 / 11 | — |
| Static type checking | met | 11 / 11 | @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 |
| Reproducible environment | not met | 0 / 10 | — |
| Demonstrated agent practice | excluded | 0 / 10 | no data |
| Automated maintenance | excluded | 0 / 8 | no data |
| OpenSSF Scorecard: Pinned-Dependencies | excluded | 0 / 10 | no dependencies found |

### Code legibility for models — 81/100 (Good)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Type-checkable code | partial | 27 / 45 | 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) |
| Manageable file sizes | partial | 54 / 55 | 2/114 source files over 60KB |

## 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

## What this report is

inspect.software measures public repositories against a single published, versioned methodology and reports the result as a 1–100 health index. Findings are signals derived from what is visible in public repository data — they are not a security audit, a warranty, or an endorsement, and no result depends on payment.

- Methodology, formulas and weights: https://inspect.software/methodology.md
- What a result does and does not claim: https://inspect.software/wiki/signals-not-warranties.md
- Rating bands: https://inspect.software/wiki/scoring-bands.md
- Corrections: https://inspect.software/contact.md
- Index of all documents: https://inspect.software/llms.txt