# fa0311/twitter_openapi_python — health index 50/100 (Moderate)

> Inspection of the public repository fa0311/twitter_openapi_python by inspect.software. It holds a health index of 50 out of 100, placing it in the Moderate 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/fa0311/twitter_openapi_python
- Report page: https://inspect.software/software/fa0311/twitter_openapi_python
- Full JSON report: https://inspect.software/api/repositories/fa0311/twitter_openapi_python/report
- Badge: https://raw.githubusercontent.com/inspect-software/badges/main/v1/f/fa0311/twitter_openapi_python.svg
- Inspected: 2026-08-28
- Methodology: metrics 2.10.0, report schema 0.34.0 (https://inspect.software/methodology.md)

## Category summary

| Category | Weight | Index | Band |
|---|---|---|---|
| Vitality | 21% | 32/100 | At Risk |
| Community & Adoption | 17% | 47/100 | Weak |
| Sustainability & Governance | 23% | 61/100 | Moderate |
| Engineering Quality | 19% | 60/100 | Moderate |
| Security | 16% | 46/100 | Weak |
| AI Readiness | 4% | 53/100 | Moderate |

The weighted overall 50 is calibrated to 50 on the published index scale (record calibration 2026-08-02).

## Repository facts

| Field | Value |
|---|---|
| Description | Implementation of Twitter internal API (Twitter graphql API) in Python with data validation by pydantic |
| Classification | library |
| Homepage | https://pypi.org/project/twitter-openapi-python/ |
| Primary language | Python |
| Stars | 95 |
| Forks | 21 |
| Created | 2023-07-24 |
| Last push | 2026-05-20 |
| Latest release | v0.0.14 |
| Commits (last year) | 12 |
| Bus factor | 1 |
| Topics | openapi, python, scraper, twitter, undocumented, unofficial, pydantic, graphql, twitter-bot |

## Published packages

| Registry | Package | Latest | Monthly downloads |
|---|---|---|---|
| pypi | twitter_openapi_python | 0.0.44 | 1,353 |
| pypi | twitter_openapi_python_generated | 0.0.34 | 1,345 |

## Vitality — 32/100 (At Risk)

Is the project alive — is code being written and are releases shipping? Weight: 21% of the overall index.

### Development activity — 24/100 (At Risk)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Push recency | partial | 9.9 / 36 | last push 99 days ago |
| Commit cadence | partial | 2.1 / 36 | 3/52 weeks with commits |
| Commit volume | partial | 10 / 18 | 12 commits in the last year |
| OpenSSF Scorecard: Maintained | excluded | 0 / 10 | OpenSSF Scorecard unavailable |

### Release discipline — 44/100 (Weak)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Ships releases | met | 27 / 27 | 2 releases published |
| Release recency | not met | 0 / 36 | latest release 927 days ago |
| Release cadence | partial | 12.6 / 27 | a release every ~187.2 days |
| OpenSSF Scorecard: Signed-Releases | excluded | 0 / 10 | OpenSSF Scorecard unavailable |

### Abandonment — 100/100 (Exceptional)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Project is still maintained | met | 100 / 100 | last human commit 99 days ago |

## Community & Adoption — 47/100 (Weak)

Does the project have users, downloads, attention, and a welcoming setup for contributors? Weight: 17% of the overall index.

### Popularity & adoption — 44/100 (Weak)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Stars | partial | 32 / 60 | 95 stars |
| Forks | partial | 10.8 / 25 | 21 forks |
| Watchers | partial | 1.7 / 15 | 3 watchers |

### Community health — 44/100 (Weak)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| README | met | 22.5 / 22.5 | — |
| License | partial | 16.9 / 22.5 | license file present, not a recognized license |
| 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) — 57/100 (Moderate)

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

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Monthly downloads | partial | 45.7 / 80 | 2,698 downloads/month across pypi |
| Registry dependents | excluded | 0 / 20 | not reported by this ecosystem |

## Sustainability & Governance — 61/100 (Moderate)

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep? Weight: 23% of the overall index.

### Maintainer resilience (bus factor) — 16/100 (Critical)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Bus factor | partial | 9 / 54 | 1 contributor(s) cover half of all commits |
| Commit distribution | partial | 0.3 / 22.5 | top contributor authored 99% of commits |
| Contributor breadth | partial | 5.4 / 13.5 | 4 contributors |
| OpenSSF Scorecard: Contributors | excluded | 0 / 10 | OpenSSF Scorecard unavailable |

### Issue & PR responsiveness — 76/100 (Good)

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

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Issue resolution | partial | 28 / 42 | 67% of issues closed |
| PR acceptance | partial | 26.6 / 30 | 31/35 decided PRs merged |
| Newcomer PR acceptance | excluded | 0 / 13 | no first-time contributor's PR decided in 30d |
| OpenSSF Scorecard: Code-Review | excluded | 0 / 15 | OpenSSF Scorecard unavailable |

### Ownership & stewardship — 67/100 (Good)

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 | 18.8 / 25 | 405 followers of fa0311 |
| Track record | met | 25 / 25 | 283 public repos, account ~8 yr old |

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

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Published & resolvable | met | 25 / 25 | 2 package(s) on pypi |
| Publish recency | met | 35 / 35 | latest publish 99 days ago |
| Version history | met | 20 / 20 | 41 published versions |
| Not deprecated | met | 20 / 20 | active, not deprecated or yanked |

## Engineering Quality — 60/100 (Moderate)

Are baseline engineering and documentation practices in place? Weight: 19% of the overall index.

### Engineering practices — 50/100 (Moderate)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| CI workflows | not met | 0 / 24 | — |
| Tests present | met | 24 / 24 | — |
| Linter config | met | 16 / 16 | tox.ini, twitter_openapi_python/pyproject.toml ([tool.ruff], [tool.pylint]), twitter_openapi_python_generated/pyproject.toml ([tool.pylint]), twitter_openapi_python_generated/setup.cfg ([flake8]) |
| Pre-commit hooks | not met | 0 / 9.6 | — |
| .editorconfig | not met | 0 / 6.4 | — |
| OpenSSF Scorecard: CI-Tests | excluded | 0 / 20 | OpenSSF Scorecard unavailable |

### Documentation — 75/100 (Good)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| README | met | 30 / 30 | — |
| Documentation directory | not met | 0 / 25 | — |
| Documentation / homepage site | met | 15 / 15 | https://pypi.org/project/twitter-openapi-python/ |
| Repository description | met | 10 / 10 | — |
| Topics | met | 10 / 10 | 9 topics |
| Wiki | met | 10 / 10 | — |

## Security — 46/100 (Weak)

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 — 33/100 (At Risk)

Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Security policy (SECURITY.md) | not met | 0 / 30 | — |
| Dependabot config | met | 25 / 25 | — |
| Dependency lockfiles | excluded | 0 / 25 | published library — lockfiles are an application concern, not expected |
| CodeQL workflow | not met | 0 / 20 | — |

### Dependency advisories — 100/100 (Exceptional)

Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:twitter_openapi_python@0.0.44 runtime dependency closure — what installing the published package pulls in — 16 packages. Reachability is not analyzed.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Direct dependencies free of known advisories | met | 35 / 35 | no direct dependency carries a known advisory |
| Indirect dependencies free of known advisories | met | 25 / 25 | no indirect dependency carries a known advisory |
| No advisories left outstanding | excluded | 0 / 40 | no advisory carries a publication date |

### Malicious dependencies — 100/100 (Exceptional)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| No dependency reported as a malicious package | met | 100 / 100 | no dependency is reported as a malicious package |

### High-Risk Jurisdiction Exposure — 100/100 (Exceptional)

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.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Policy exposure multiplier | met | 100 / 100 | no confirmed policy-scope location match |

## AI Readiness — 53/100 (Moderate)

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).

### Agent context & guidance — 14/100 (Critical)

| 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 | partial | 13.9 / 40 | 26 of 100 human commits state their intent (structured subject or explanatory body) |

### Verify loop (build / test / typecheck) — 54/100 (Moderate)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| One-command bootstrap | not met | 0 / 18 | — |
| Automated tests | met | 22 / 22 | — |
| Lint / format config | met | 11 / 11 | tox.ini, twitter_openapi_python/pyproject.toml ([tool.ruff], [tool.pylint]), twitter_openapi_python_generated/pyproject.toml ([tool.pylint]), twitter_openapi_python_generated/setup.cfg ([flake8]) |
| Static type checking | met | 11 / 11 | twitter_openapi_python/twitter_openapi_python/py.typed, twitter_openapi_python_generated/twitter_openapi_python_generated/py.typed |
| Reproducible environment | not met | 0 / 10 | — |
| Demonstrated agent practice | not met | 0 / 10 | no agent-authored commits among the last 100 |
| Automated maintenance | partial | 5 / 8 | dependency automation configured, none observed in the sampled commits |
| OpenSSF Scorecard: Pinned-Dependencies | excluded | 0 / 10 | OpenSSF Scorecard unavailable |

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

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Type-checkable code | partial | 27 / 45 | Python with type-check config (twitter_openapi_python/twitter_openapi_python/py.typed, twitter_openapi_python_generated/twitter_openapi_python_generated/py.typed) |
| Manageable file sizes | partial | 54.2 / 55 | 11/767 source files over 60KB |

### Machine-readable interfaces — 100/100 (Exceptional)

Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| API schema (OpenAPI/GraphQL/proto) | excluded | 0 / 40 | not applicable to this kind of software |
| MCP server | excluded | 0 / 20 | not applicable to this kind of software |
| Runnable examples | met | 40 / 40 | example, sample |

## Collection warnings

- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

## 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