Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-05 23:13 UTC

Pipelex / pipelex

Declarative language for composable Al workflows. Devtool for agents and mere humans.

PythonMIT★ 852 stars⑂ 75 forkssince May 2025View on GitHub ↗

KindCommand-line toolLibraryhow this is determined

#language #llm #orchestration #pipeline #ai #workflows #agents #automation #dsl

Pipelex/pipelex holds a health index of 91 out of 100, placing it in the Excellent band. It scores highest on Vitality (97/100) and lowest on Security (50/100). It was last updated 1 day ago. A single contributor accounts for most of its recent work.

overall / 100

Excellent

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 77 is calibrated to 91 on the published index scale (record calibration 2026-08-02).

Ownership

PipelexOrganization · verified domain

48 followers26 public repossince Sep 2023

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	pipelex	0.56.0	-	165	2 days ago

Metrics by category

Vitality

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

97Exceptional · 21% of overall

Development activity

97Exceptional

How it's scored

36/36	Push recency — last push 1 days ago
33.2/36	Commit cadence — 48/52 weeks with commits
18/18	Commit volume — 1,027 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	1,027
human_commit_share	1
days_since_last_push	1
active_weeks_last_year	48

Release discipline

96Exceptional

How it's scored

27/27	Ships releases — 100 releases published
36/36	Release recency — latest release 2 days ago
27/27	Release cadence — a release every ~1.6 days
6/10	OpenSSF Scorecard: Signed-Releases — 4 out of the last 5 releases have a total of 4 signed artifacts.

Inputs used

releases_count	100
latest_release_tag	v0.56.0
releases_from_tags	no
days_since_latest_release	2
mean_days_between_releases	1.6

Community & Adoption

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

79Good · 17% of overall

Popularity & adoption

68Good

How it's scored

47.5/60	Stars — 852 stars
15.6/25	Forks — 75 forks
5/15	Watchers — 9 watchers

Inputs used

forks	75
stars	852
watchers	9
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

92Excellent

How it's scored

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

Inputs used

has_readme	yes
has_license	yes
readme_badges	9
has_contributing	yes
has_issue_template	no
has_code_of_conduct	yes
readme_badge_services	shields.io
has_pull_request_template	yes

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

65Good · 23% of overall

Maintainer resilience (bus factor)

31At Risk

How it's scored

9/54	Bus factor — 1 contributor(s) cover half of all commits
8.2/22.5	Commit distribution — top contributor authored 64% of commits
8.1/13.5	Contributor breadth — 6 contributors
6/10	OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6

Inputs used

bus_factor	1
contributors_sampled	6
top_contributor_share	0.635

Issue & PR responsiveness

63Moderate

How it's scored

29.1/42	Issue resolution — 69% of issues closed
24.2/30	PR acceptance — 921/1,144 decided PRs merged
0/13	Newcomer PR acceptance — no first-time contributor's PR decided in 30d
1.5/15	OpenSSF Scorecard: Code-Review — Found 3/17 approved changesets -- score normalized to 1

Inputs used

merged_prs	921
open_issues	8
closed_issues	18
prs_merged_7d	26
prs_decided_7d	26
prs_merged_30d	59
prs_decided_30d	60
issue_closed_ratio	0.692
closed_unmerged_prs	223
first_time_authors_30d	0
first_time_prs_merged_30d	0
first_time_prs_decided_30d	0

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

Ownership & stewardship

79Good

How it's scored

30/30	Ownership backing — organization-owned
20/20	Verified domain
12.2/25	Owner reach — 48 followers of Pipelex
16.4/25	Track record — 26 public repos, account ~2 yr old

Inputs used

followers	48
owner_type	Organization
is_verified	yes
owner_login	Pipelex
public_repos	26
account_age_days	1,094

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 1 package(s) on pypi
35/35	Publish recency — latest publish 2 days ago
20/20	Version history — 165 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	pipelex
ecosystems	pypi
any_deprecated	no
min_days_since_publish	2

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 19% of overall

Engineering practices

84Excellent

How it's scored

24/24	CI workflows — 19 workflow(s)
24/24	Tests present
16/16	Linter config — pyproject.toml ([tool.ruff], [tool.pylint])
0/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 17 out of 17 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	no

Documentation

90Excellent

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://pipelex.com
10/10	Repository description
10/10	Topics — 9 topics
0/10	Wiki

Inputs used

topics	language, llm, orchestration, pipeline, ai, workflows, agents, automation, dsl
has_wiki	no
homepage	https://pipelex.com
docs_site	https://pipelex.com
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?

50Moderate · 16% of overall

Security posture

38Weak

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
3.8/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 17 out of 17 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
0.8/7.5	Code-Review — Found 3/17 approved changesets -- score normalized to 1
1.5/2.5	Contributors — project has 2 contributing companies or organizations -- score normalized to 6
0/10	Dangerous-Workflow — dangerous workflow patterns detected
0/7.5	Dependency-Update-Tool — no 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 0 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
4.5/7.5	Signed-Releases — 4 out of the last 5 releases have a total of 4 signed artifacts.
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
4.5/7.5	Vulnerabilities — 4 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	18
scorecard_version	v5.5.0
checks_inconclusive	0
scorecard_aggregate	3.8

Dependency advisories

100Exceptional

How it's scored

35/35	Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25	Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40	No advisories left outstanding — no advisory carries a publication date

Inputs used

source	osv
advisories	5
affected_packages	4
assessed_packages	271
unassessed_packages	0
affected_by_severity	high 1, moderate 3
direct_affected_packages	0

Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 271 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. 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.

90Excellent · 4% of overall

Agent context & guidance

100Exceptional

How it's scored

45/45	Agent instructions — AGENTS.md, CLAUDE.md, docs/CLAUDE.md, pipelex/builder/CLAUDE.md, pipelex/cli/agent_cli/CLAUDE.md, tests/CLAUDE.md
15/15	Machine-readable docs (llms.txt) — llms.txt served by the project website (https://docs.pipelex.com/llms.txt)
40/40	Legible commit history — 84 of 100 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	yes
llms_txt_url	https://docs.pipelex.com/llms.txt
legible_history_share	0.84
agent_instruction_files	AGENTS.md, CLAUDE.md, docs/CLAUDE.md, pipelex/builder/CLAUDE.md, pipelex/cli/agent_cli/CLAUDE.md, tests/CLAUDE.md
agent_instruction_max_bytes	37,691

Verify loop (build / test / typecheck)

82Excellent

How it's scored

18/18	One-command bootstrap — Makefile
22/22	Automated tests
11/11	Lint / format config — pyproject.toml ([tool.ruff], [tool.pylint])
11/11	Static type checking — pipelex/py.typed, tests/py.typed
10/10	Reproducible environment — lockfile
10/10	Demonstrated agent practice — 75 of the last 100 commits agent-authored or agent-credited
0/8	Automated maintenance — no automated dependency updates observed
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	Makefile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	pipelex/py.typed, tests/py.typed
agent_commit_share	0.75
toolchain_manifests	—
dependency_bot_commit_share	0

Code legibility for models

82Excellent

How it's scored

27/45	Type-checkable code — Python with type-check config (pipelex/py.typed, tests/py.typed)
54.8/55	Manageable file sizes — 8/2,378 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	75,858
source_files_sampled	2,378
oversized_source_files	8

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 — cookbook

Inputs used

example_dirs	cookbook
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

852GitHub stars

6contributors

1,027commits, last 12 months

1days since last push

100releases

1bus factor

8open issues

PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
pypi download statistics for 'pipelex' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced

More detail

Star and fork history 0 ★ / 75 ⇿

0Stars

75Forks

99Releases

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 40Patch 56

Each point covers 2 days.

OpenSSF Scorecard 3.8 / 10

3.8aggregate

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 · 2026-09-05 23:13 UTC

10	Binary-Artifacts	no binaries found in the repo
5	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	17 out of 17 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
1	Code-Review	Found 3/17 approved changesets -- score normalized to 1
6	Contributors	project has 2 contributing companies or organizations -- score normalized to 6
0	Dangerous-Workflow	dangerous workflow patterns detected
0	Dependency-Update-Tool	no update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 0 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
6	Signed-Releases	4 out of the last 5 releases have a total of 4 signed artifacts.
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
6	Vulnerabilities	4 existing vulnerabilities detected

Direct dependencies 38

Registry	Package	Version constraint	Manifest
PyPI	aiofiles	`>=23.2.1`	pyproject.toml
PyPI	annotated-types	`>=0.7.0`	pyproject.toml
PyPI	datamodel-code-generator	`>=0.55.0`	pyproject.toml
PyPI	filetype	`>=1.2.0`	pyproject.toml
PyPI	httpx	`>=0.23.0,<1.0.0`	pyproject.toml
PyPI	idna	`>=3.15`	pyproject.toml
PyPI	instructor	`>=1.13`	pyproject.toml
PyPI	jinja2	`>=3.1.4`	pyproject.toml
PyPI	json2html	`>=1.3.0`	pyproject.toml
PyPI	kajson	`==0.7.1`	pyproject.toml
PyPI	markdown	`>=3.6`	pyproject.toml
PyPI	mthds	`==0.13.0`	pyproject.toml
PyPI	networkx	`>=3.4.2`	pyproject.toml
PyPI	openai	`>=2.0.0`	pyproject.toml
PyPI	opentelemetry-api	`—`	pyproject.toml
PyPI	opentelemetry-exporter-otlp-proto-http	`—`	pyproject.toml
PyPI	opentelemetry-semantic-conventions	`—`	pyproject.toml
PyPI	opentelemetry-sdk	`—`	pyproject.toml
PyPI	pillow	`>=12.1.1`	pyproject.toml
PyPI	pipelex-tools-py	`>=0.1.3`	pyproject.toml
PyPI	polyfactory	`>=2.21.0`	pyproject.toml
PyPI	portkey-ai	`>=2.1.0`	pyproject.toml
PyPI	posthog	`>=6.7.0`	pyproject.toml
PyPI	protobuf	`>=6.33.5`	pyproject.toml
PyPI	pypdfium2	`>=4.30.0,!=4.30.1,<5.0.0`	pyproject.toml
PyPI	pydantic	`>=2.10.6,<3.0.0`	pyproject.toml
PyPI	python-dotenv	`>=1.2.2`	pyproject.toml
PyPI	PyYAML	`>=6.0.2`	pyproject.toml
PyPI	reportlab	`>=4.0,<5`	pyproject.toml
PyPI	requests	`>=2.33.0`	pyproject.toml
PyPI	rich	`>=13.8.1`	pyproject.toml
PyPI	semantic-version	`>=2.10.0`	pyproject.toml
PyPI	shortuuid	`>=1.0.13`	pyproject.toml
PyPI	tomli	`>=2.3.0`	pyproject.toml
PyPI	tomlkit	`>=0.13.2`	pyproject.toml
PyPI	typer	`>=0.16.0,<0.27`	pyproject.toml
PyPI	typing-extensions	`>=4.13.2`	pyproject.toml
PyPI	urllib3	`>=2.7.0`	pyproject.toml

All dependencies 271

Full resolved dependency set from the GitHub dependency graph: 38 direct and 233 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
PyPI	aiofiles	`25.1.0`	direct
PyPI	annotated-types	`0.7.0`	direct
PyPI	datamodel-code-generator	`0.72.3`	direct
PyPI	filetype	`1.2.0`	direct
PyPI	httpx	`0.28.1`	direct
PyPI	idna	`3.18`	direct
PyPI	instructor	`1.15.1`	direct
PyPI	jinja2	`3.1.6`	direct
PyPI	json2html	`1.3.0`	direct
PyPI	kajson	`0.7.1`	direct
PyPI	markdown	`3.10.2`	direct
PyPI	mthds	`0.13.0`	direct
PyPI	networkx	`3.6.1`	direct
PyPI	openai	`2.34.0`	direct
PyPI	opentelemetry-api	`1.38.0`	direct
PyPI	opentelemetry-exporter-otlp-proto-http	`1.38.0`	direct
PyPI	opentelemetry-sdk	`1.38.0`	direct
PyPI	opentelemetry-semantic-conventions	`0.59b0`	direct
PyPI	pillow	`12.3.0`	direct
PyPI	pipelex-tools-py	`0.1.3`	direct
PyPI	polyfactory	`3.3.0`	direct
PyPI	portkey-ai	`2.3.0`	direct
PyPI	posthog	`7.14.0`	direct
PyPI	protobuf	`6.33.6`	direct
PyPI	pydantic	`2.13.4`	direct
PyPI	pypdfium2	`4.30.0`	direct
PyPI	python-dotenv	`1.2.2`	direct
PyPI	pyyaml	`6.0.3`	direct
PyPI	reportlab	`4.5.0`	direct
PyPI	requests	`2.33.1`	direct
PyPI	rich	`14.3.4`	direct
PyPI	semantic-version	`2.10.0`	direct
PyPI	shortuuid	`1.0.13`	direct
PyPI	tomli	`2.4.1`	direct
PyPI	tomlkit	`0.14.0`	direct
PyPI	typer	`0.21.2`	direct
PyPI	typing-extensions	`4.15.0`	direct
PyPI	urllib3	`2.7.0`	direct
PyPI	accelerate	`1.13.0`	indirect
PyPI	aioboto3	`15.5.0`	indirect
PyPI	aiobotocore	`2.25.1`	indirect
PyPI	aiohappyeyeballs	`2.6.1`	indirect
PyPI	aiohttp	`3.14.3`	indirect
PyPI	aioitertools	`0.13.0`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	annotated-doc	`0.0.4`	indirect
PyPI	anthropic	`0.99.0`	indirect
PyPI	antlr4-python3-runtime	`4.9.3`	indirect
PyPI	anyio	`4.13.0`	indirect
PyPI	argcomplete	`3.6.3`	indirect
PyPI	astroid	`4.0.4`	indirect
PyPI	asyncstdlib	`3.14.0`	indirect
PyPI	attrs	`26.1.0`	indirect
PyPI	babel	`2.18.0`	indirect
PyPI	backoff	`2.2.1`	indirect
PyPI	backrefs	`7.0`	indirect
PyPI	beautifulsoup4	`4.14.3`	indirect
PyPI	black	`26.3.1`	indirect
PyPI	boto3	`1.40.61`	indirect
PyPI	boto3-stubs	`1.43.4`	indirect
PyPI	botocore	`1.40.61`	indirect
PyPI	botocore-stubs	`1.42.41`	indirect
PyPI	cached-property	`2.0.1`	indirect
PyPI	certifi	`2026.4.22`	indirect
PyPI	cffi	`2.0.0`	indirect
PyPI	charset-normalizer	`3.4.7`	indirect
PyPI	click	`8.3.3`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	colorlog	`6.10.1`	indirect
PyPI	coverage	`7.13.5`	indirect
PyPI	cryptography	`50.0.0`	indirect
PyPI	cuda-bindings	`13.2.0`	indirect
PyPI	cuda-pathfinder	`1.5.4`	indirect
PyPI	cuda-toolkit	`13.0.2`	indirect
PyPI	defusedxml	`0.7.1`	indirect
PyPI	dill	`0.4.1`	indirect
PyPI	distro	`1.9.0`	indirect
PyPI	docker	`7.1.0`	indirect
PyPI	docling	`2.97.0`	indirect
PyPI	docling-core	`2.78.1`	indirect
PyPI	docling-ibm-models	`3.13.2`	indirect
PyPI	docling-parse	`6.2.0`	indirect
PyPI	docling-slim	`2.97.0`	indirect
PyPI	docstring-parser	`0.18.0`	indirect
PyPI	et-xmlfile	`2.0.0`	indirect
PyPI	eval-type-backport	`0.3.1`	indirect
PyPI	execnet	`2.1.2`	indirect
PyPI	faker	`40.15.0`	indirect
PyPI	fal-client	`1.0.0`	indirect
PyPI	filelock	`3.29.0`	indirect
PyPI	frozenlist	`1.8.0`	indirect
PyPI	fsspec	`2026.4.0`	indirect
PyPI	genson	`1.3.0`	indirect
PyPI	ghp-import	`2.1.0`	indirect
PyPI	google-api-core	`2.30.3`	indirect
PyPI	google-auth	`2.50.0`	indirect
PyPI	google-auth-oauthlib	`1.3.1`	indirect
PyPI	google-cloud-core	`2.5.1`	indirect
PyPI	google-cloud-storage	`3.10.1`	indirect
PyPI	google-crc32c	`1.8.0`	indirect
PyPI	google-genai	`1.75.0`	indirect
PyPI	google-resumable-media	`2.8.2`	indirect
PyPI	googleapis-common-protos	`1.74.0`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	hf-xet	`1.5.1`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httpx-sse	`0.4.3`	indirect
PyPI	huggingface-hub	`1.16.1`	indirect
PyPI	hypothesis	`6.165.9`	indirect
PyPI	importlib-metadata	`8.7.1`	indirect
PyPI	inflect	`7.5.0`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	invoke	`2.2.1`	indirect
PyPI	isort	`7.0.0`	indirect
PyPI	jiter	`0.13.0`	indirect
PyPI	jmespath	`1.1.0`	indirect
PyPI	jsonlines	`4.0.0`	indirect
PyPI	jsonref	`1.1.0`	indirect
PyPI	jsonschema	`4.26.0`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	latex2mathml	`3.81.0`	indirect
PyPI	librt	`0.10.0`	indirect
PyPI	linkup-sdk	`0.13.0`	indirect
PyPI	lxml	`6.1.0`	indirect
PyPI	mail-parser	`4.3.0`	indirect
PyPI	markdown-it-py	`4.0.0`	indirect
PyPI	marko	`2.2.2`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	mccabe	`0.7.0`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	mergedeep	`1.3.4`	indirect
PyPI	mike	`2.2.0`	indirect
PyPI	mistralai	`1.12.0`	indirect
PyPI	mkdocs	`1.6.1`	indirect
PyPI	mkdocs-get-deps	`0.2.2`	indirect
PyPI	mkdocs-glightbox	`0.5.2`	indirect
PyPI	mkdocs-llmstxt-md	`0.2.0`	indirect
PyPI	mkdocs-material	`9.7.6`	indirect
PyPI	mkdocs-material-extensions	`1.3.1`	indirect
PyPI	mkdocs-meta-manager	`1.1.0`	indirect
PyPI	mkdocs-redirects	`1.2.2`	indirect
PyPI	more-itertools	`11.0.2`	indirect
PyPI	moto	`5.2.0`	indirect
PyPI	mpire	`2.10.2`	indirect
PyPI	mpmath	`1.3.0`	indirect
PyPI	msgpack	`1.2.1`	indirect
PyPI	multidict	`6.7.1`	indirect
PyPI	multiprocess	`0.70.19`	indirect
PyPI	mypy	`1.19.1`	indirect
PyPI	mypy-extensions	`1.1.0`	indirect
PyPI	nodeenv	`1.10.0`	indirect
PyPI	numpy	`2.4.4`	indirect
PyPI	nvidia-cublas	`13.1.0.3`	indirect
PyPI	nvidia-cuda-cupti	`13.0.85`	indirect
PyPI	nvidia-cuda-nvrtc	`13.0.88`	indirect
PyPI	nvidia-cuda-runtime	`13.0.96`	indirect
PyPI	nvidia-cudnn-cu13	`9.19.0.56`	indirect
PyPI	nvidia-cufft	`12.0.0.61`	indirect
PyPI	nvidia-cufile	`1.15.1.6`	indirect
PyPI	nvidia-curand	`10.4.0.35`	indirect
PyPI	nvidia-cusolver	`12.0.4.66`	indirect
PyPI	nvidia-cusparse	`12.6.3.3`	indirect
PyPI	nvidia-cusparselt-cu13	`0.8.0`	indirect
PyPI	nvidia-nccl-cu13	`2.28.9`	indirect
PyPI	nvidia-nvjitlink	`13.0.88`	indirect
PyPI	nvidia-nvshmem-cu13	`3.4.5`	indirect
PyPI	nvidia-nvtx	`13.0.85`	indirect
PyPI	oauthlib	`3.3.1`	indirect
PyPI	omegaconf	`2.3.0`	indirect
PyPI	opencv-python	`4.13.0.92`	indirect
PyPI	openpyxl	`3.1.5`	indirect
PyPI	opentelemetry-exporter-otlp-proto-common	`1.38.0`	indirect
PyPI	opentelemetry-proto	`1.38.0`	indirect
PyPI	packaging	`26.2`	indirect
PyPI	paginate	`0.5.7`	indirect
PyPI	pandas	`3.0.2`	indirect
PyPI	pathspec	`1.1.1`	indirect
PyPI	pipelex	`0.56.0`	indirect
PyPI	pipelex-tools	`0.7.2`	indirect
PyPI	platformdirs	`4.9.6`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	propcache	`0.4.1`	indirect
PyPI	proto-plus	`1.27.2`	indirect
PyPI	psutil	`7.2.2`	indirect
PyPI	py-partiql-parser	`0.6.3`	indirect
PyPI	pyasn1	`0.6.4`	indirect
PyPI	pyasn1-modules	`0.4.2`	indirect
PyPI	pyclipper	`1.4.0`	indirect
PyPI	pycparser	`3.0`	indirect
PyPI	pydantic-core	`2.46.4`	indirect
PyPI	pydantic-settings	`2.14.2`	indirect
PyPI	pygments	`2.20.0`	indirect
PyPI	pylatexenc	`2.10`	indirect
PyPI	pylint	`4.0.4`	indirect
PyPI	pymdown-extensions	`11.0.1`	indirect
PyPI	pyparsing	`3.3.2`	indirect
PyPI	pyright	`1.1.411`	indirect
PyPI	pytest	`9.0.3`	indirect
PyPI	pytest-asyncio	`1.3.0`	indirect
PyPI	pytest-cov	`7.1.0`	indirect
PyPI	pytest-mock	`3.15.1`	indirect
PyPI	pytest-split	`0.11.0`	indirect
PyPI	pytest-sugar	`1.1.1`	indirect
PyPI	pytest-timeout	`2.4.0`	indirect
PyPI	pytest-xdist	`3.8.0`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-docx	`1.2.0`	indirect
PyPI	python-pptx	`1.0.2`	indirect
PyPI	pytokens	`0.4.1`	indirect
PyPI	pywin32	`311`	indirect
PyPI	pyyaml-env-tag	`1.1`	indirect
PyPI	rapidocr	`3.8.1`	indirect
PyPI	referencing	`0.37.0`	indirect
PyPI	regex	`2026.4.4`	indirect
PyPI	requests-oauthlib	`2.0.0`	indirect
PyPI	responses	`0.26.0`	indirect
PyPI	rpds-py	`0.30.0`	indirect
PyPI	rtree	`1.4.1`	indirect
PyPI	ruff	`0.16.4`	indirect
PyPI	s3transfer	`0.14.0`	indirect
PyPI	safetensors	`0.7.0`	indirect
PyPI	scipy	`1.17.1`	indirect
PyPI	selectolax	`0.4.8`	indirect
PyPI	semchunk	`3.2.5`	indirect
PyPI	setuptools	`81.0.0`	indirect
PyPI	shapely	`2.1.2`	indirect
PyPI	shellingham	`1.5.4`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	sniffio	`1.3.1`	indirect
PyPI	sortedcontainers	`2.4.0`	indirect
PyPI	soupsieve	`2.9.2`	indirect
PyPI	sympy	`1.14.0`	indirect
PyPI	tabulate	`0.10.0`	indirect
PyPI	tenacity	`9.1.4`	indirect
PyPI	termcolor	`3.3.0`	indirect
PyPI	tokenizers	`0.22.2`	indirect
PyPI	torch	`2.11.0`	indirect
PyPI	torchvision	`0.26.0`	indirect
PyPI	tqdm	`4.67.3`	indirect
PyPI	transformers	`5.12.1`	indirect
PyPI	transformers	`5.8.1`	indirect
PyPI	tree-sitter	`0.25.2`	indirect
PyPI	tree-sitter-c	`0.24.2`	indirect
PyPI	tree-sitter-javascript	`0.25.0`	indirect
PyPI	tree-sitter-python	`0.25.0`	indirect
PyPI	tree-sitter-typescript	`0.23.2`	indirect
PyPI	triton	`3.6.0`	indirect
PyPI	typeguard	`4.5.1`	indirect
PyPI	types-aioboto3	`15.5.0`	indirect
PyPI	types-aiobotocore	`3.6.0`	indirect
PyPI	types-aiobotocore-bedrock	`2.25.2`	indirect
PyPI	types-aiobotocore-bedrock-runtime	`2.25.2`	indirect
PyPI	types-aiofiles	`25.1.0.20260409`	indirect
PyPI	types-awscrt	`0.31.3`	indirect
PyPI	types-jsonschema	`4.26.0.20260518`	indirect
PyPI	types-markdown	`3.10.2.20260408`	indirect
PyPI	types-networkx	`3.6.1.20260408`	indirect
PyPI	types-pyyaml	`6.0.12.20260408`	indirect
PyPI	types-requests	`2.33.0.20260503`	indirect
PyPI	types-s3transfer	`0.16.0`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	tzdata	`2026.2`	indirect
PyPI	verspec	`0.1.0`	indirect
PyPI	watchdog	`6.0.0`	indirect
PyPI	websockets	`16.0`	indirect
PyPI	werkzeug	`3.1.8`	indirect
PyPI	wrapt	`1.17.3`	indirect
PyPI	xlsxwriter	`3.2.9`	indirect
PyPI	xmltodict	`1.0.4`	indirect
PyPI	yarl	`1.23.0`	indirect
PyPI	zipp	`3.23.1`	indirect

Dependency advisories 4

This repository publishes no package the index resolves, so its own dependency graph was assessed — 271 packages, which also include development and test pins that never ship: 4 carry known advisories, of which 0 are direct.

Package	Version	Relation	Severity	Advisories	Fixed in
transformers	`5.8.1`	indirect	high	1	`5.10.0`
mkdocs-material	`9.7.6`	indirect	moderate	1	`9.7.7`
setuptools	`81.0.0`	indirect	moderate	2	`83.0.0`
torch	`2.11.0`	indirect	moderate	1	`2.13.0`

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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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.

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