Public recordGood
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-18 06:11 UTC
QCHackers / tqec
Design automation software tools for Topological Quantum Error Correction
QCHackers/tqec holds a health index of 79 out of 100, placing it in the Good band. It scores highest on Engineering Quality (92/100) and lowest on AI Readiness (54/100). It was last updated today. 3 contributors account for most of its recent work.
79
overall / 100Software 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.
79
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)
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
TQECOrganization
90 followers10 public repossince Nov 2024
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | tqecpoints to another repo — not scored | 0.2.0 | 4,228 | 3 | 114 days ago | topological-quantum-error-correctionqec |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
89
Development activity
98Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 33.9/36 | Commit cadence — 49/52 weeks with commits |
| 18/18 | Commit volume — 221 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 221 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 49 |
Release discipline
75Good
How it's scored
| 27/27 | Ships releases — 2 releases published |
| 27/36 | Release recency — latest release 114 days ago |
| 12.6/27 | Release cadence — a release every ~133.1 days |
| 8/10 | OpenSSF Scorecard: Signed-Releases — 2 out of the last 2 releases have a total of 2 signed artifacts. |
Inputs used
| releases_count | 2 |
| latest_release_tag | v0.2.0 |
| releases_from_tags | no |
| days_since_latest_release | 114 |
| mean_days_between_releases | 133.1 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
71
Popularity & adoption
65Moderate
How it's scored
| 41.8/60 | Stars — 376 stars |
| 17.3/25 | Forks — 119 forks |
| 6.2/15 | Watchers — 14 watchers |
Inputs used
| forks | 119 |
| stars | 376 |
| watchers | 14 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
77Good
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
73
How it's scored
| 36/54 | Bus factor — 3 contributor(s) cover half of all commits |
| 16.2/22.5 | Commit distribution — top contributor authored 28% of commits |
| 13.5/13.5 | Contributor breadth — 32 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 9 contributing companies or organizations |
Inputs used
| bus_factor | 3 |
| contributors_sampled | 32 |
| top_contributor_share | 0.28 |
Issue & PR responsiveness
88Excellent
How it's scored
| 39.6/46.8 | Issue resolution — 85% of issues closed |
| 32.9/38.3 | PR acceptance — 494/575 decided PRs merged |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Inputs used
| merged_prs | 494 |
| open_issues | 61 |
| closed_issues | 338 |
| issue_closed_ratio | 0.847 |
| closed_unmerged_prs | 81 |
Ownership & stewardship
55Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 14.1/25 | Owner reach — 90 followers of tqec |
| 11/25 | Track record — 10 public repos, account ~1 yr old |
Inputs used
| followers | 90 |
| owner_type | Organization |
| is_verified | — |
| owner_login | tqec |
| public_repos | 10 |
| account_age_days | 616 |
Engineering Quality
Are baseline engineering and documentation practices in place?
92
Engineering practices
94Excellent
How it's scored
| 24/24 | CI workflows — 6 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://tqec.github.io/tqec/ |
| 10/10 | Repository description |
| 10/10 | Topics — 3 topics |
| 0/10 | Wiki |
Inputs used
| topics | quantum-error-correction, surface-code, quantum-computing |
| has_wiki | no |
| homepage | https://tqec.github.io/tqec/ |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
66
Security posture
66Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 9 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 6/7.5 | Signed-Releases — 2 out of the last 2 releases have a total of 2 signed artifacts. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 6.6 |
Excluded from scoring (no data or not applicable): branch_protection, packaging. 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.
54
Agent context & guidance
1Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
88Excellent
How it's scored
| 18/18 | One-command bootstrap — docs/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config |
| 11/11 | Static type checking — src/tqec/py.typed |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | uv.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | docs/Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | src/tqec/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (src/tqec/py.typed) |
| 54.6/55 | Manageable file sizes — 2/276 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 104,008 |
| source_files_sampled | 276 |
| oversized_source_files | 2 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — notebooks |
Inputs used
| example_dirs | notebooks |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
376GitHub stars
32contributors
221commits, last 12 months
0days since last push
2releases
3bus factor
61open issues
PyPIpackage ecosystems
Data collection warnings
- pypi package 'tqec' points at a different repository (https://github.com/tqec/tqec); excluded from ecosystem scoring
More detail
OpenSSF Scorecard 6.6 / 10
6.6aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| n/a | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 9 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 8 | Signed-Releases | 2 out of the last 2 releases have a total of 2 signed artifacts. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 20
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | matplotlib | >=3.9 | pyproject.toml |
| PyPI | networkx | >=3.0 | pyproject.toml |
| PyPI | numpy | >=1.22 | pyproject.toml |
| PyPI | numpy | >=1.24 | pyproject.toml |
| PyPI | numpy | >=1.26 | pyproject.toml |
| PyPI | numpy | >=2.1 | pyproject.toml |
| PyPI | platformdirs | >=4.0 | pyproject.toml |
| PyPI | pycollada | >=0.8 | pyproject.toml |
| PyPI | pymatching | >=2.3.1 | pyproject.toml |
| PyPI | pyzx | >=0.9.0 | pyproject.toml |
| PyPI | scipy | >=1.15 | pyproject.toml |
| PyPI | semver | >=3.0.0 | pyproject.toml |
| PyPI | sinter | >=1.14 | pyproject.toml |
| PyPI | sphinx-design | >=0.6.1 | pyproject.toml |
| PyPI | stim | >=1.14 | pyproject.toml |
| PyPI | stim | >=1.15 | pyproject.toml |
| PyPI | svg-py | >=1.10.0 | pyproject.toml |
| PyPI | tqecd | >=0.2.1 | pyproject.toml |
| PyPI | typing-extensions | >=4.2 | pyproject.toml |
| PyPI | typing-extensions | >=4.12 | pyproject.toml |
All dependencies 203
Full resolved dependency set from the GitHub dependency graph: 22 direct and 181 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | matplotlib | 3.10.9 | direct |
| PyPI | matplotlib | 3.11.0 | direct |
| PyPI | networkx | 3.4.2 | direct |
| PyPI | networkx | 3.6.1 | direct |
| PyPI | numpy | 2.2.6 | direct |
| PyPI | numpy | 2.4.6 | direct |
| PyPI | numpy | 2.5.1 | direct |
| PyPI | platformdirs | 4.10.0 | direct |
| PyPI | pycollada | 0.9.3 | direct |
| PyPI | pymatching | 2.4.0 | direct |
| PyPI | pyzx | 0.10.4 | direct |
| PyPI | scipy | 1.15.3 | direct |
| PyPI | scipy | 1.17.1 | direct |
| PyPI | scipy | 1.18.0 | direct |
| PyPI | semver | 3.0.4 | direct |
| PyPI | sinter | 1.16.0 | direct |
| PyPI | sphinx-design | 0.6.1 | direct |
| PyPI | sphinx-design | 0.7.0 | direct |
| PyPI | stim | 1.16.0 | direct |
| PyPI | svg-py | 1.10.0 | direct |
| PyPI | tqecd | 0.2.1 | direct |
| PyPI | typing-extensions | 4.16.0 | direct |
| PyPI | accessible-pygments | 0.0.5 | indirect |
| PyPI | alabaster | 1.0.0 | indirect |
| PyPI | anyio | 4.14.2 | indirect |
| PyPI | appnope | 0.1.4 | indirect |
| PyPI | argon2-cffi | 25.1.0 | indirect |
| PyPI | argon2-cffi-bindings | 25.1.0 | indirect |
| PyPI | arrow | 1.4.0 | indirect |
| PyPI | asttokens | 3.0.2 | indirect |
| PyPI | async-lru | 2.3.0 | indirect |
| PyPI | attrs | 26.1.0 | indirect |
| PyPI | babel | 2.18.0 | indirect |
| PyPI | beautifulsoup4 | 4.15.0 | indirect |
| PyPI | bleach | 6.4.0 | indirect |
| PyPI | certifi | 2026.6.17 | indirect |
| PyPI | cffi | 2.1.0 | indirect |
| PyPI | cfgv | 3.5.0 | indirect |
| PyPI | charset-normalizer | 3.4.9 | indirect |
| PyPI | click | 8.4.2 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | comm | 0.2.3 | indirect |
| PyPI | contourpy | 1.3.2 | indirect |
| PyPI | contourpy | 1.3.3 | indirect |
| PyPI | coverage | 7.15.1 | indirect |
| PyPI | cycler | 0.12.1 | indirect |
| PyPI | debugpy | 1.8.21 | indirect |
| PyPI | decorator | 5.3.1 | indirect |
| PyPI | defusedxml | 0.7.1 | indirect |
| PyPI | distlib | 0.4.3 | indirect |
| PyPI | docformatter | 1.7.8 | indirect |
| PyPI | docutils | 0.21.2 | indirect |
| PyPI | docutils | 0.22.4 | indirect |
| PyPI | exceptiongroup | 1.3.1 | indirect |
| PyPI | executing | 2.2.1 | indirect |
| PyPI | fastjsonschema | 2.21.2 | indirect |
| PyPI | filelock | 3.29.7 | indirect |
| PyPI | fonttools | 4.63.0 | indirect |
| PyPI | fqdn | 1.5.1 | indirect |
| PyPI | gprof2dot | 2025.4.14 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | httpx | 0.28.1 | indirect |
| PyPI | identify | 2.6.19 | indirect |
| PyPI | idna | 3.18 | indirect |
| PyPI | imagesize | 2.0.0 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | ipykernel | 7.3.0 | indirect |
| PyPI | ipython | 8.39.0 | indirect |
| PyPI | ipython | 9.15.0 | indirect |
| PyPI | ipython-pygments-lexers | 1.1.1 | indirect |
| PyPI | ipywidgets | 8.1.8 | indirect |
| PyPI | isoduration | 20.11.0 | indirect |
| PyPI | jedi | 0.20.0 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | json5 | 0.15.0 | indirect |
| PyPI | jsonpointer | 3.1.1 | indirect |
| PyPI | jsonschema | 4.26.0 | indirect |
| PyPI | jsonschema-specifications | 2025.9.1 | indirect |
| PyPI | jupyter-builder | 1.1.0 | indirect |
| PyPI | jupyter-client | 8.9.1 | indirect |
| PyPI | jupyter-core | 5.9.1 | indirect |
| PyPI | jupyter-events | 0.12.1 | indirect |
| PyPI | jupyter-lsp | 2.3.1 | indirect |
| PyPI | jupyter-server | 2.20.0 | indirect |
| PyPI | jupyter-server-terminals | 0.5.4 | indirect |
| PyPI | jupyter-sphinx | 0.5.3 | indirect |
| PyPI | jupyterlab | 4.6.1 | indirect |
| PyPI | jupyterlab-pygments | 0.3.0 | indirect |
| PyPI | jupyterlab-server | 2.28.0 | indirect |
| PyPI | jupyterlab-widgets | 3.0.16 | indirect |
| PyPI | kiwisolver | 1.5.0 | indirect |
| PyPI | lark | 1.3.1 | indirect |
| PyPI | latexcodec | 3.0.1 | indirect |
| PyPI | markdown-it-py | 3.0.0 | indirect |
| PyPI | markdown-it-py | 4.2.0 | indirect |
| PyPI | markupsafe | 3.0.3 | indirect |
| PyPI | matplotlib-inline | 0.2.2 | indirect |
| PyPI | mdit-py-plugins | 0.6.1 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | mistune | 3.3.3 | indirect |
| PyPI | myst-parser | 4.0.1 | indirect |
| PyPI | myst-parser | 5.1.0 | indirect |
| PyPI | nbclient | 0.11.0 | indirect |
| PyPI | nbconvert | 7.17.1 | indirect |
| PyPI | nbformat | 5.10.4 | indirect |
| PyPI | nbsphinx | 0.9.8 | indirect |
| PyPI | nest-asyncio2 | 1.7.2 | indirect |
| PyPI | nodeenv | 1.10.0 | indirect |
| PyPI | notebook-shim | 0.2.4 | indirect |
| PyPI | numpy-typing-compat | 20251206.2.4 | indirect |
| PyPI | numpy-typing-compat | 20260602.2.5 | indirect |
| PyPI | optype | 0.17.1 | indirect |
| PyPI | optype | 0.18.0 | indirect |
| PyPI | optype | 0.9.3 | indirect |
| PyPI | overrides | 7.7.0 | indirect |
| PyPI | packaging | 26.2 | indirect |
| PyPI | pandoc | 2.4 | indirect |
| PyPI | pandocfilters | 1.5.1 | indirect |
| PyPI | parso | 0.8.7 | indirect |
| PyPI | pexpect | 4.9.0 | indirect |
| PyPI | pillow | 12.3.0 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | plumbum | 2.0.1 | indirect |
| PyPI | ply | 3.11 | indirect |
| PyPI | pre-commit | 4.6.0 | indirect |
| PyPI | prometheus-client | 0.25.0 | indirect |
| PyPI | prompt-toolkit | 3.0.52 | indirect |
| PyPI | psutil | 7.2.2 | indirect |
| PyPI | ptyprocess | 0.7.0 | indirect |
| PyPI | pure-eval | 0.2.3 | indirect |
| PyPI | pybtex | 0.26.1 | indirect |
| PyPI | pybtex-docutils | 1.0.3 | indirect |
| PyPI | pycparser | 3.0 | indirect |
| PyPI | pydata-sphinx-theme | 0.19.0 | indirect |
| PyPI | pydata-sphinx-theme | 0.20.0 | indirect |
| PyPI | pygments | 2.20.0 | indirect |
| PyPI | pyinstrument | 5.1.2 | indirect |
| PyPI | pyparsing | 3.3.2 | indirect |
| PyPI | pyperclip | 1.11.0 | indirect |
| PyPI | pytest | 9.1.1 | indirect |
| PyPI | pytest-cov | 7.1.0 | indirect |
| PyPI | pytest-profiling | 1.8.1 | indirect |
| PyPI | pytest-timeout | 2.4.0 | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | python-discovery | 1.4.4 | indirect |
| PyPI | python-json-logger | 4.1.0 | indirect |
| PyPI | pywinpty | 3.0.5 | indirect |
| PyPI | pyyaml | 6.0.3 | indirect |
| PyPI | pyzmq | 27.1.0 | indirect |
| PyPI | referencing | 0.37.0 | indirect |
| PyPI | requests | 2.34.2 | indirect |
| PyPI | rfc3339-validator | 0.1.4 | indirect |
| PyPI | rfc3986-validator | 0.1.1 | indirect |
| PyPI | rfc3987-syntax | 1.1.0 | indirect |
| PyPI | roman-numerals | 4.1.0 | indirect |
| PyPI | rpds-py | 0.30.0 | indirect |
| PyPI | rpds-py | 2026.6.3 | indirect |
| PyPI | ruff | 0.15.22 | indirect |
| PyPI | scipy-stubs | 1.15.3.0 | indirect |
| PyPI | scipy-stubs | 1.17.1.5 | indirect |
| PyPI | scipy-stubs | 1.18.0.1 | indirect |
| PyPI | send2trash | 2.1.0 | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | snowballstemmer | 3.1.1 | indirect |
| PyPI | soupsieve | 2.8.4 | indirect |
| PyPI | sphinx | 8.1.3 | indirect |
| PyPI | sphinx | 9.0.4 | indirect |
| PyPI | sphinx | 9.1.0 | indirect |
| PyPI | sphinx-autobuild | 2024.10.3 | indirect |
| PyPI | sphinx-autobuild | 2025.8.25 | indirect |
| PyPI | sphinx-copybutton | 0.5.2 | indirect |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-bibtex | 2.7.0 | indirect |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | indirect |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | indirect |
| PyPI | sphinxcontrib-mermaid | 2.0.3 | indirect |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | indirect |
| PyPI | stack-data | 0.6.3 | indirect |
| PyPI | starlette | 1.3.1 | indirect |
| PyPI | terminado | 0.18.1 | indirect |
| PyPI | tinycss2 | 1.5.1 | indirect |
| PyPI | tomli | 2.4.1 | indirect |
| PyPI | tornado | 6.5.7 | indirect |
| PyPI | tqdm | 4.68.4 | indirect |
| PyPI | tqec | 0.2.0 | indirect |
| PyPI | traitlets | 5.15.1 | indirect |
| PyPI | ty | 0.0.59 | indirect |
| PyPI | types-networkx | 3.6.1.20260624 | indirect |
| PyPI | tzdata | 2026.3 | indirect |
| PyPI | uri-template | 1.3.0 | indirect |
| PyPI | urllib3 | 2.7.0 | indirect |
| PyPI | uvicorn | 0.51.0 | indirect |
| PyPI | virtualenv | 21.6.1 | indirect |
| PyPI | watchfiles | 1.2.0 | indirect |
| PyPI | wcwidth | 0.8.2 | indirect |
| PyPI | webcolors | 25.10.0 | indirect |
| PyPI | webencodings | 0.5.1 | indirect |
| PyPI | websocket-client | 1.9.0 | indirect |
| PyPI | websockets | 16.1 | indirect |
| PyPI | widgetsnbextension | 4.0.15 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"quantum-error-correction",
"surface-code",
"quantum-computing"
],
"is_fork": false,
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]
},
{
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{
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{
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{
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},
{
"key": "community_health",
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{
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{
"code": "license_spdx",
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{
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{
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{
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"components": [
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{
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{
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{
"key": "openssf_scorecard_contributors",
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]
},
{
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"components": [
{
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}
],
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{
"key": "pr_acceptance",
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{
"code": "decided_prs_merged",
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{
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]
},
{
"key": "stewardship",
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"components": [
{
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{
"key": "verified_domain",
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{
"key": "owner_reach",
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],
"max_points": 25
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{
"key": "track_record",
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"status": "partial",
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{
"code": "public_repos",
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"count": 10
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},
{
"code": "account_age_years",
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}
],
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]
}
],
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},
{
"key": "engineering",
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"name": "Engineering Quality",
"value": 92,
"weight": 0.2,
"metrics": [
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"key": "engineering_practices",
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"name": "Engineering practices",
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"details": [
{
"code": "ci_workflows",
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}
],
"max_points": 24
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{
"key": "tests_present",
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"points": 24,
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"details": [],
"max_points": 24
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{
"key": "linter_config",
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{
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{
"key": "editorconfig",
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{
"key": "openssf_scorecard_ci_tests",
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]
},
{
"key": "documentation",
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"notes": [],
"value": 90,
"inputs": {
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"components": [
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{
"key": "documentation_directory",
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{
"key": "documentation_homepage_site",
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{
"key": "repository_description",
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"points": 10,
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{
"key": "topics",
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"details": [
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"code": "topics_count",
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{
"key": "wiki",
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"status": "missed",
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]
}
],
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{
"key": "security",
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"key": "security_posture",
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"components": [
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{
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{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
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"status": "missed",
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{
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"key": "contributors",
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{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
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"status": "met",
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{
"key": "dependency_update_tool",
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"points": 7.5,
"status": "met",
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{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
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"status": "missed",
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{
"key": "license",
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"points": 2.5,
"status": "met",
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{
"key": "maintained",
"name": "Maintained",
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{
"key": "packaging",
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"status": "excluded",
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"code": "no_data",
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],
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{
"key": "pinned_dependencies",
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"status": "missed",
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{
"key": "sast",
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"status": "missed",
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{
"key": "security_policy",
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"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
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{
"key": "signed_releases",
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"points": 6,
"status": "partial",
"details": [],
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{
"key": "token_permissions",
"name": "Token-Permissions",
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"status": "missed",
"details": [],
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{
"key": "vulnerabilities",
"name": "Vulnerabilities",
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"max_points": 7.5
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]
},
{
"key": "high_risk_jurisdiction_exposure",
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"notes": [
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"code": "jurisdiction_evidence_limits",
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],
"value": 100,
"inputs": {
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"review_only_matches": 0,
"assessed_self_published_locations": 6
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"components": [
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"key": "policy_exposure_multiplier",
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"code": "jurisdiction_no_match",
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],
"max_points": 100
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]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
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"weight": 0,
"metrics": [
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"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.",
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"code": "excluded_no_data",
"params": {
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},
{
"code": "weights_renormalized",
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],
"value": 1,
"inputs": {
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"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
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"components": [
{
"key": "agent_instructions",
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"status": "missed",
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],
"max_points": 45
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{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 15
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{
"key": "legible_commit_history",
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"status": "excluded",
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"code": "no_data",
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],
"max_points": 40
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]
},
{
"key": "ai_verify_loop",
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},
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"code": "weights_renormalized",
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"value": 88,
"inputs": {
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"toolchain_manifests": [],
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"components": [
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"status": "met",
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{
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{
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],
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{
"key": "automated_maintenance",
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"code": "no_data",
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],
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{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
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"status": "missed",
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]
},
{
"key": "ai_code_legibility",
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"name": "Code legibility for models",
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"notes": [],
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"components": [
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"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (src/tqec/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "src/tqec/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "2/276 source files over 60KB",
"points": 54.6,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 276,
"oversized": 2
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"notebooks"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "notebooks"
}
}
],
"max_points": 40
}
]
}
],
"description": "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."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"pypi package 'tqec' points at a different repository (https://github.com/tqec/tqec); excluded from ecosystem scoring"
],
"report_type": "repository",
"generated_at": "2026-07-18T06:11:36.492254Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/q/QCHackers/tqec.svg",
"full_name": "QCHackers/tqec",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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 v0.12.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.