Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-16 03:50 UTC

Quantinuum / guppylang

Pythonic quantum-classical programming language

PythonApache-2.0★ 146 stars⑂ 41 forkssince Apr 2023View on GitHub ↗

#programming-language #python #quantum-computing

Quantinuum/guppylang holds a health index of 94 out of 100, placing it in the Exceptional band. It scores highest on Vitality (99/100) and lowest on Community & Adoption (59/100). It was last updated today. 3 contributors account for most of its recent work.

overall / 100

Exceptional

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met

Excellent80-92Strong across the board; minor gaps

Good65-79Healthy; gaps are limited and manageable

Moderate50-64Acceptable with notable gaps; review recommended

Weak35-49Material weaknesses across several areas

At Risk20-34Significant weaknesses; adoption warrants caution

Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)

Score profile

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

The weighted overall 81 is calibrated to 94 on the published index scale (record calibration 2026-08-02).

Ownership

Quantinuum LtdOrganization

340 followers206 public repossince Nov 2015

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
PyPI	guppylang	1.1.1	66,220	68	1 day ago
PyPI	guppylang-internals	1.1.1	-	37	1 day ago

Metrics by category

Vitality

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

99Exceptional · 21% of overall

Development activity

99Exceptional

How it's scored

36/36	Push recency — last push 0 days ago
34.6/36	Commit cadence — 50/52 weeks with commits
18/18	Commit volume — 524 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	524
human_commit_share	—
days_since_last_push	0
active_weeks_last_year	50

Release discipline

100Exceptional

How it's scored

27/27	Ships releases — 100 releases published
36/36	Release recency — latest release 1 days ago
27/27	Release cadence — a release every ~2 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	100
latest_release_tag	guppylang-v1.1.1
releases_from_tags	no
days_since_latest_release	1
mean_days_between_releases	2

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?

59Moderate · 17% of overall

Popularity & adoption

54Moderate

How it's scored

35.1/60	Stars — 146 stars
13.4/25	Forks — 41 forks
5.3/15	Watchers — 10 watchers

Inputs used

forks	41
stars	146
watchers	10
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

50Moderate

How it's scored

22.5/22.5	README
22.5/22.5	License — recognized license (Apache-2.0)
0/18	CONTRIBUTING guide
0/13.5	Code of conduct
0/7.2	Issue template
0/6.3	PR template

Inputs used

has_readme	yes
has_license	yes
readme_badges	—
has_contributing	no
has_issue_template	no
has_code_of_conduct	no
readme_badge_services	—
has_pull_request_template	no

Ecosystem adoption (downloads)

80Excellent

How it's scored

64.3/80	Monthly downloads — 66,220 downloads/month across pypi
0/20	Registry dependents — not reported by this ecosystem

Inputs used

packages	guppylang
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	66,220
unverified_packages_excluded	guppylang-internals

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?

83Excellent · 23% of overall

Maintainer resilience (bus factor)

76Good

How it's scored

36/54	Bus factor — 3 contributor(s) cover half of all commits
16.4/22.5	Commit distribution — top contributor authored 27% of commits
13.5/13.5	Contributor breadth — 35 contributors
10/10	OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations

Inputs used

bus_factor	3
contributors_sampled	35
top_contributor_share	0.271

Issue & PR responsiveness

86Excellent

How it's scored

32.9/42	Issue resolution — 78% of issues closed
27.1/30	PR acceptance — 1,252/1,385 decided PRs merged
0/13	Newcomer PR acceptance — no first-time contributor's PR decided in 30d
15/15	OpenSSF Scorecard: Code-Review — all changesets reviewed

Inputs used

merged_prs	1,252
open_issues	186
closed_issues	673
prs_merged_7d	—
prs_decided_7d	—
prs_merged_30d	—
prs_decided_30d	—
issue_closed_ratio	0.783
closed_unmerged_prs	133
first_time_authors_30d	—
first_time_prs_merged_30d	—
first_time_prs_decided_30d	—

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

Ownership & stewardship

73Good

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain
18.2/25	Owner reach — 340 followers of Quantinuum
25/25	Track record — 206 public repos, account ~10 yr old

Inputs used

followers	340
owner_type	Organization
is_verified	no
owner_login	Quantinuum
public_repos	206
account_age_days	3,966

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 2 package(s) on pypi
35/35	Publish recency — latest publish 1 days ago
20/20	Version history — 68 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	guppylang, guppylang-internals
ecosystems	pypi
any_deprecated	no
min_days_since_publish	1

Engineering Quality

Are baseline engineering and documentation practices in place?

96Exceptional · 19% of overall

Engineering practices

94Exceptional

How it's scored

24/24	CI workflows — 14 workflow(s)
24/24	Tests present
16/16	Linter config — Cargo.toml ([workspace.lints]), ruff.toml
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

100Exceptional

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://guppylang.org
10/10	Repository description
10/10	Topics — 3 topics
10/10	Wiki

Inputs used

topics	programming-language, python, quantum-computing
has_wiki	yes
homepage	https://guppylang.org
docs_site	https://guppylang.org
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?

66Good · 16% of overall

Security posture

58Moderate

How it's scored

6/7.5	Binary-Artifacts — binaries present in source code
3/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
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 5 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
5/5	Packaging — packaging workflow detected
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
0/7.5	Signed-Releases — no data
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
3/7.5	Vulnerabilities — 6 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	17
scorecard_version	v5.5.0
checks_inconclusive	1
scorecard_aggregate	5.8

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

Dependency advisories

100Exceptional

How it's scored

35/35	Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25	Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40	No advisories left outstanding — no advisory carries a publication date

Inputs used

source	osv
advisories	0
affected_packages	0
assessed_packages	28
unassessed_packages	0
affected_by_severity	none
direct_affected_packages	0

Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:guppylang@1.1.1 runtime dependency closure — what installing the published package pulls in — 28 packages. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

62Moderate · 4% of overall

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
llms_txt_url	—
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)

86Excellent

How it's scored

18/18	One-command bootstrap — justfile
22/22	Automated tests
11/11	Lint / format config — Cargo.toml ([workspace.lints]), ruff.toml
11/11	Static type checking — guppylang-internals/src/guppylang_internals/py.typed, guppylang/src/guppylang/py.typed, miette-py/py.typed
10/10	Reproducible environment — lockfile
0/10	Demonstrated agent practice — no data
5/8	Automated maintenance — dependency automation configured, none observed in the sampled commits
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	Cargo.lock, uv.lock
has_dockerfile	no
typed_language	no
bootstrap_files	justfile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	guppylang-internals/src/guppylang_internals/py.typed, guppylang/src/guppylang/py.typed, miette-py/py.typed
agent_commit_share	—
toolchain_manifests	Cargo.toml, miette-py/Cargo.toml
dependency_bot_commit_share	0

Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.

Code legibility for models

82Excellent

How it's scored

27/45	Type-checkable code — Python with type-check config (guppylang-internals/src/guppylang_internals/py.typed, guppylang/src/guppylang/py.typed, miette-py/py.typed)
55/55	Manageable file sizes — 1/1,202 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	89,734
source_files_sampled	1,202
oversized_source_files	1

Machine-readable interfaces

100Exceptional

How it's scored

0/40	API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
0/20	MCP server — not applicable to this kind of software
40/40	Runnable examples — examples, notebooks

Inputs used

example_dirs	examples, notebooks
has_mcp_signal	no
api_schema_files	—
interfaces_expected_of	—

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

Key facts

146GitHub stars

35contributors

524commits, last 12 months

0days since last push

100releases

3bus factor

186open issues

crates.io, PyPIpackage ecosystems

Data collection warnings

GraphQL snapshot failed, fell back to REST: GitHub GraphQL error: Something went wrong while executing your query on 2026-09-16T03:48:51Z. Please include `B2C4:265240:4F984E7:4D9B465:6AAA11A1` when reporting this issue.
Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Could not fetch crates package 'miette-py' from its registry
Could not fetch pypi package 'miette-py' from its registry
pypi download statistics for 'guppylang-internals' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced

More detail

Star and fork history 0 ★ / 41 ⇿

0Stars

41Forks

87Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

Major 0Minor 15Patch 10

Each point covers 2 days.

OpenSSF Scorecard 5.8 / 10

5.8aggregate

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 · 2026-09-16 03:50 UTC

8	Binary-Artifacts	binaries present in source code
4	Branch-Protection	branch protection is not maximal on development and all release branches
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 5 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
10	Packaging	packaging workflow 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
n/a	Signed-Releases	no releases found
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
4	Vulnerabilities	6 existing vulnerabilities detected

Direct dependencies 16

Registry	Package	Version constraint	Manifest
PyPI	typing-extensions	`>=4.9.0,<5`	guppylang-internals/pyproject.toml
PyPI	tket-exts	`~=0.14.0`	guppylang-internals/pyproject.toml
PyPI	hugr	`~=0.18.6`	guppylang-internals/pyproject.toml
PyPI	wasmtime	`>=38.0,<48.1`	guppylang-internals/pyproject.toml
PyPI	pytket	`>=2.18.1`	guppylang-internals/pyproject.toml
PyPI	tket	`~=0.15.8`	guppylang-internals/pyproject.toml
PyPI	networkx	`>=3.4.2`	guppylang-internals/pyproject.toml
PyPI	guppylang-internals	`==1.1.1`	guppylang/pyproject.toml
PyPI	numpy	`>=2.2.6,<3`	guppylang/pyproject.toml
PyPI	selene-hugr-qis-compiler	`~=0.5.0`	guppylang/pyproject.toml
PyPI	selene-sim	`~=0.3.1`	guppylang/pyproject.toml
PyPI	tqdm	`>=4.70.0`	guppylang/pyproject.toml
PyPI	pytket	`>=2.7.0`	guppylang/pyproject.toml
PyPI	types-tqdm	`>=4.70.0.20260827`	guppylang/pyproject.toml
crates.io	miette	`7.0`	miette-py/Cargo.toml
crates.io	pyo3	`—`	miette-py/Cargo.toml

All dependencies 241

Full resolved dependency set from the GitHub dependency graph: 29 direct and 212 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
crates.io	miette	`—`	direct
crates.io	miette	`7.6.0`	direct
crates.io	pyo3	`0.29.0`	direct
PyPI	guppylang-internals	`—`	direct
PyPI	guppylang-internals	`1.1.1`	direct
PyPI	hugr	`—`	direct
PyPI	hugr	`0.18.6`	direct
PyPI	networkx	`—`	direct
PyPI	networkx	`3.6.1`	direct
PyPI	numpy	`—`	direct
PyPI	numpy	`2.5.2`	direct
PyPI	pytket	`—`	direct
PyPI	pytket	`2.18.1`	direct
PyPI	selene-hugr-qis-compiler	`—`	direct
PyPI	selene-hugr-qis-compiler	`0.5.0`	direct
PyPI	selene-sim	`—`	direct
PyPI	selene-sim	`0.3.1`	direct
PyPI	tket	`—`	direct
PyPI	tket	`0.15.9`	direct
PyPI	tket-exts	`—`	direct
PyPI	tket-exts	`0.14.2`	direct
PyPI	tqdm	`—`	direct
PyPI	tqdm	`4.70.0`	direct
PyPI	types-tqdm	`—`	direct
PyPI	types-tqdm	`4.70.0.20260827`	direct
PyPI	typing-extensions	`—`	direct
PyPI	typing-extensions	`4.16.0`	direct
PyPI	wasmtime	`—`	direct
PyPI	wasmtime	`48.0.0`	direct
crates.io	addr2line	`0.24.2`	indirect
crates.io	adler2	`2.0.1`	indirect
crates.io	backtrace	`0.3.75`	indirect
crates.io	backtrace-ext	`0.2.1`	indirect
crates.io	bitflags	`2.9.1`	indirect
crates.io	cfg-if	`1.0.0`	indirect
crates.io	errno	`0.3.12`	indirect
crates.io	gimli	`0.31.1`	indirect
crates.io	heck	`0.5.0`	indirect
crates.io	is_ci	`1.2.0`	indirect
crates.io	libc	`0.2.172`	indirect
crates.io	linux-raw-sys	`0.9.4`	indirect
crates.io	memchr	`2.7.4`	indirect
crates.io	miette-derive	`7.6.0`	indirect
crates.io	miniz_oxide	`0.8.9`	indirect
crates.io	object	`0.36.7`	indirect
crates.io	once_cell	`1.21.3`	indirect
crates.io	owo-colors	`4.2.1`	indirect
crates.io	portable-atomic	`1.11.1`	indirect
crates.io	proc-macro2	`1.0.95`	indirect
crates.io	pyo3-build-config	`0.29.0`	indirect
crates.io	pyo3-ffi	`0.29.0`	indirect
crates.io	pyo3-macros	`0.29.0`	indirect
crates.io	pyo3-macros-backend	`0.29.0`	indirect
crates.io	quote	`1.0.40`	indirect
crates.io	rustc-demangle	`0.1.25`	indirect
crates.io	rustix	`1.0.7`	indirect
crates.io	supports-color	`3.0.2`	indirect
crates.io	supports-hyperlinks	`3.1.0`	indirect
crates.io	supports-unicode	`3.0.0`	indirect
crates.io	syn	`2.0.101`	indirect
crates.io	target-lexicon	`0.13.3`	indirect
crates.io	terminal_size	`0.4.2`	indirect
crates.io	textwrap	`0.16.2`	indirect
crates.io	unicode-ident	`1.0.18`	indirect
crates.io	unicode-linebreak	`0.1.5`	indirect
crates.io	unicode-width	`0.1.14`	indirect
crates.io	unicode-width	`0.2.1`	indirect
crates.io	windows-sys	`0.59.0`	indirect
crates.io	windows-targets	`0.52.6`	indirect
crates.io	windows_aarch64_gnullvm	`0.52.6`	indirect
crates.io	windows_aarch64_msvc	`0.52.6`	indirect
crates.io	windows_i686_gnu	`0.52.6`	indirect
crates.io	windows_i686_gnullvm	`0.52.6`	indirect
crates.io	windows_i686_msvc	`0.52.6`	indirect
crates.io	windows_x86_64_gnu	`0.52.6`	indirect
crates.io	windows_x86_64_gnullvm	`0.52.6`	indirect
crates.io	windows_x86_64_msvc	`0.52.6`	indirect
PyPI	accessible-pygments	`0.0.5`	indirect
PyPI	alabaster	`1.0.0`	indirect
PyPI	annotated-types	`0.7.0`	indirect
PyPI	anyio	`4.13.0`	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	ast-serialize	`0.5.0`	indirect
PyPI	asttokens	`3.0.1`	indirect
PyPI	attrs	`22.2.0`	indirect
PyPI	babel	`2.18.0`	indirect
PyPI	beautifulsoup4	`4.15.0`	indirect
PyPI	bleach	`6.4.0`	indirect
PyPI	certifi	`2026.5.20`	indirect
PyPI	cffi	`2.0.0`	indirect
PyPI	cfgv	`3.5.0`	indirect
PyPI	charset-normalizer	`3.4.7`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	comm	`0.2.3`	indirect
PyPI	contourpy	`1.3.3`	indirect
PyPI	coverage	`7.14.1`	indirect
PyPI	cycler	`0.12.1`	indirect
PyPI	debugpy	`1.8.21`	indirect
PyPI	decorator	`5.3.1`	indirect
PyPI	defusedxml	`0.8.0rc2`	indirect
PyPI	distlib	`0.4.3`	indirect
PyPI	docutils	`0.21.2`	indirect
PyPI	execnet	`2.1.2`	indirect
PyPI	executing	`2.2.1`	indirect
PyPI	fastjsonschema	`2.21.2`	indirect
PyPI	filelock	`3.29.4`	indirect
PyPI	fonttools	`4.63.0`	indirect
PyPI	fqdn	`1.5.1`	indirect
PyPI	furo	`2025.12.19`	indirect
PyPI	gitdb	`4.0.12`	indirect
PyPI	gitpython	`3.1.58`	indirect
PyPI	graphviz	`0.21`	indirect
PyPI	guppylang	`1.1.1`	indirect
PyPI	hatchling	`—`	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	`9.14.1`	indirect
PyPI	ipython-pygments-lexers	`1.1.1`	indirect
PyPI	isoduration	`20.11.0`	indirect
PyPI	jedi	`0.20.0`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	jsonpointer	`3.1.1`	indirect
PyPI	jsonschema	`4.26.0`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	jupyter-client	`8.9.1`	indirect
PyPI	jupyter-core	`5.9.1`	indirect
PyPI	jupyter-events	`0.12.1`	indirect
PyPI	jupyter-server	`2.20.0`	indirect
PyPI	jupyter-server-terminals	`0.5.4`	indirect
PyPI	jupyterlab-pygments	`0.3.0`	indirect
PyPI	kiwisolver	`1.5.0`	indirect
PyPI	lark	`1.3.1`	indirect
PyPI	librt	`0.11.0`	indirect
PyPI	lief	`0.17.6`	indirect
PyPI	llvmlite	`0.45.1`	indirect
PyPI	llvmlite	`0.48.0rc1`	indirect
PyPI	markdown-it-py	`4.2.0`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	matplotlib	`3.11.1`	indirect
PyPI	matplotlib-inline	`0.2.2`	indirect
PyPI	maturin	`—`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	mistune	`3.3.3`	indirect
PyPI	mpmath	`1.3.0`	indirect
PyPI	mypy	`2.1.0`	indirect
PyPI	mypy-extensions	`1.1.0`	indirect
PyPI	nbclient	`0.5.13`	indirect
PyPI	nbconvert	`7.17.1`	indirect
PyPI	nbdime	`4.0.4`	indirect
PyPI	nbformat	`5.10.4`	indirect
PyPI	nest-asyncio	`1.6.0`	indirect
PyPI	nest-asyncio2	`1.7.2`	indirect
PyPI	nodeenv	`1.10.0`	indirect
PyPI	packaging	`26.2`	indirect
PyPI	pandocfilters	`1.5.1`	indirect
PyPI	parso	`0.8.7`	indirect
PyPI	pathspec	`1.1.1`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	pillow	`12.3.0`	indirect
PyPI	platformdirs	`4.10.0`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	pre-commit	`4.6.2`	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	py-cpuinfo	`9.0.0`	indirect
PyPI	pycparser	`3.0`	indirect
PyPI	pydantic	`2.14.0a1`	indirect
PyPI	pydantic-core	`2.47.0`	indirect
PyPI	pydantic-extra-types	`2.11.1`	indirect
PyPI	pydot	`4.0.1`	indirect
PyPI	pygments	`2.20.0`	indirect
PyPI	pyparsing	`3.3.2`	indirect
PyPI	pytest	`9.0.3`	indirect
PyPI	pytest-benchmark	`5.2.3`	indirect
PyPI	pytest-codspeed	`5.0.3`	indirect
PyPI	pytest-cov	`7.1.0`	indirect
PyPI	pytest-forked	`1.7.5`	indirect
PyPI	pytest-notebook	`0.11.0`	indirect
PyPI	pytest-snapshot	`0.9.0`	indirect
PyPI	pytest-xdist	`3.8.0`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-discovery	`1.4.2`	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	qwasm	`1.0.1`	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	rich	`15.0.0`	indirect
PyPI	roman-numerals	`4.1.0`	indirect
PyPI	roman-numerals-py	`4.1.0`	indirect
PyPI	rpds-py	`2026.5.1`	indirect
PyPI	ruff	`0.16.4`	indirect
PyPI	scipy	`1.18.0rc2`	indirect
PyPI	selene-core	`0.3.0a1`	indirect
PyPI	semver	`3.0.4`	indirect
PyPI	send2trash	`2.1.0`	indirect
PyPI	setuptools	`80.10.2`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	smmap	`5.0.3`	indirect
PyPI	snowballstemmer	`3.1.1`	indirect
PyPI	soupsieve	`2.8.4`	indirect
PyPI	sphinx	`8.2.3`	indirect
PyPI	sphinx-basic-ng	`1.0.0b2`	indirect
PyPI	sphinxcontrib-applehelp	`2.0.0`	indirect
PyPI	sphinxcontrib-devhelp	`2.0.0`	indirect
PyPI	sphinxcontrib-htmlhelp	`2.1.0`	indirect
PyPI	sphinxcontrib-jsmath	`1.0.1`	indirect
PyPI	sphinxcontrib-qthelp	`2.0.0`	indirect
PyPI	sphinxcontrib-serializinghtml	`2.0.0`	indirect
PyPI	stack-data	`0.6.3`	indirect
PyPI	sympy	`1.14.0`	indirect
PyPI	terminado	`0.18.1`	indirect
PyPI	tinycss2	`1.5.1`	indirect
PyPI	tket-eccs	`0.6.0`	indirect
PyPI	tornado	`6.5.8`	indirect
PyPI	traitlets	`5.15.1`	indirect
PyPI	types-networkx	`3.6.1.20260903`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	tzdata	`2026.2`	indirect
PyPI	uri-template	`1.3.0`	indirect
PyPI	urllib3	`2.7.0`	indirect
PyPI	virtualenv	`21.5.0`	indirect
PyPI	wcwidth	`0.8.1`	indirect
PyPI	webcolors	`25.10.0`	indirect
PyPI	webencodings	`0.5.1`	indirect
PyPI	websocket-client	`1.9.0`	indirect
PyPI	ziglang	`0.16.0`	indirect

Dependency advisories 0

Installing pypi:guppylang@1.1.1 pulls in 28 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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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 v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — PyPI.

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