Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-17 23:35 UTC

openadaptai / openadapt

Compile a demonstrated GUI workflow into a deterministic, locally executable program. Zero model calls on healthy runs; governed repair; halts instead of guessing. Launcher for openadapt-flow: pip install openadapt

PythonMIT★ 1,648 stars⑂ 258 forkssince Apr 2023View on GitHub ↗

openadaptai/openadapt holds a health index of 75 out of 100, placing it in the Good band. It scores highest on Engineering Quality (96/100) and lowest on Security (48/100). It was last updated today. 2 contributors account for most of its recent work.

overall / 100

Good

Software 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.

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

OpenAdapt.AIOrganization

98 followers54 public repossince May 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	Tags
PyPI	openadapt	1.6.4	-	75	0 days ago	agent automation computer-use gui ml rpa vlm

Metrics by category

Vitality

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

77Good · 22% of overall

Development activity

68Moderate

How it's scored

36/36	Push recency — last push 0 days ago
4.2/36	Commit cadence — 6/52 weeks with commits
17.8/18	Commit volume — 95 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	95
human_commit_share	—
days_since_last_push	0
active_weeks_last_year	6

Release discipline

90Excellent

How it's scored

27/27	Ships releases — 100 releases published
36/36	Release recency — latest release 0 days ago
27/27	Release cadence — a release every ~0.6 days
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Inputs used

releases_count	100
latest_release_tag	v1.6.4
releases_from_tags	no
days_since_latest_release	0
mean_days_between_releases	0.6

Community & Adoption

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

78Good · 18% of overall

Popularity & adoption

79Good

How it's scored

52.2/60	Stars — 1,648 stars
20.1/25	Forks — 258 forks
6.5/15	Watchers — 16 watchers

Inputs used

forks	258
stars	1,648
watchers	16
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 (MIT)
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?

72Good · 24% of overall

Maintainer resilience (bus factor)

61Moderate

How it's scored

25.2/54	Bus factor — 2 contributor(s) cover half of all commits
12.3/22.5	Commit distribution — top contributor authored 45% of commits
13.5/13.5	Contributor breadth — 18 contributors
10/10	OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations

Inputs used

bus_factor	2
contributors_sampled	18
top_contributor_share	0.454

Issue & PR responsiveness

72Good

How it's scored

46.8/46.8	Issue resolution — 100% of issues closed
25.2/38.3	PR acceptance — 329/499 decided PRs merged
0/15	OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0

Inputs used

merged_prs	329
open_issues	0
closed_issues	511
issue_closed_ratio	1
closed_unmerged_prs	170

Ownership & stewardship

63Moderate

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain
14.3/25	Owner reach — 98 followers of OpenAdaptAI
19.1/25	Track record — 54 public repos, account ~3 yr old

Inputs used

followers	98
owner_type	Organization
is_verified	—
owner_login	OpenAdaptAI
public_repos	54
account_age_days	1,169

Package maintenance

100Excellent

How it's scored

25/25	Published & resolvable — 1 package(s) on pypi
35/35	Publish recency — latest publish 0 days ago
20/20	Version history — 75 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	openadapt
ecosystems	pypi
any_deprecated	no
min_days_since_publish	0

Engineering Quality

Are baseline engineering and documentation practices in place?

96Excellent · 20% of overall

Engineering practices

94Excellent

How it's scored

24/24	CI workflows — 4 workflow(s)
24/24	Tests present
16/16	Linter config — .eslintrc.json, .flake8
9.6/9.6	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	yes

Documentation

100Excellent

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://www.OpenAdapt.AI
10/10	Repository description
10/10	Topics — 20 topics
10/10	Wiki

Inputs used

topics	process-automation, python, transformers, large-language-models, large-multimodal-models, large-action-model, agents, ai-agents, ai-agents-framework, anthropic, google-gemini, openai, generative-process-automation, computer-use, omniparser, computer-use-agents, desktop-automation, gui-automation, local-first, workflow-automation
has_wiki	yes
homepage	https://www.OpenAdapt.AI
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?

48At risk · 16% of overall

Security posture

48At risk

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 — 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
0/7.5	Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5	Contributors — project has 7 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
1.5/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
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 — Project has not signed or included provenance with any releases.
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 251 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	17
scorecard_version	v5.5.0
checks_inconclusive	1
scorecard_aggregate	4.8

Excluded from scoring (no data or not applicable): branch_protection. 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.

69Moderate · 0% of overall

Agent context & guidance

75Good

How it's scored

45/45	Agent instructions — CLAUDE.md
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	CLAUDE.md
agent_instruction_max_bytes	1,541

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

Verify loop (build / test / typecheck)

70Good

How it's scored

0/18	One-command bootstrap
22/22	Automated tests
11/11	Lint / format config — .eslintrc.json, .flake8
11/11	Static type checking — legacy/openadapt/app/dashboard/tsconfig.json
10/10	Reproducible environment — Dockerfile, lockfile
0/10	Demonstrated agent practice — no data
0/8	Automated maintenance — no data
3/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3

Inputs used

has_nix	no
has_tests	yes
lockfiles	package-lock.json, poetry.lock, uv.lock
has_dockerfile	yes
typed_language	no
bootstrap_files	—
has_devcontainer	no
has_linter_config	yes
typecheck_configs	legacy/openadapt/app/dashboard/tsconfig.json
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.

Code legibility for models

82Good

How it's scored

27/45	Type-checkable code — Python with type-check config (legacy/openadapt/app/dashboard/tsconfig.json)
55/55	Manageable file sizes — 0/200 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	57,775
source_files_sampled	200
oversized_source_files	0

Machine-readable interfaces

40At risk

How it's scored

0/40	API schema (OpenAPI/GraphQL/proto)
0/20	MCP server
40/40	Runnable examples — examples

Inputs used

example_dirs	examples
has_mcp_signal	no
api_schema_files	—

Key facts

1,648GitHub stars

18contributors

95commits, last 12 months

0days since last push

100releases

2bus factor

0open issues

PyPIpackage ecosystems

More detail

OpenSSF Scorecard 4.8 / 10

4.8aggregate

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 · 2026-07-17 23:35 UTC

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	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
0	Code-Review	Found 0/30 approved changesets -- score normalized to 0
10	Contributors	project has 7 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
3	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 3
0	SAST	SAST tool is not run on all commits -- score normalized to 0
0	Security-Policy	security policy file not detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	251 existing vulnerabilities detected

Direct dependencies 2

Registry	Package	Version constraint	Manifest
PyPI	click	`>=8.0.0`	pyproject.toml
PyPI	openadapt-flow	`>=1.7.0,<2.0.0`	pyproject.toml

All dependencies 1,028

Full resolved dependency set from the GitHub dependency graph: 3 direct and 1,025 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
PyPI	click	`8.1.7`	direct
PyPI	click	`8.3.1`	direct
PyPI	openadapt-flow	`1.7.0`	direct
npm	@algora/sdk	`0.2.0`	indirect
npm	@alloc/quick-lru	`5.2.0`	indirect
npm	@babel/runtime	`7.22.0`	indirect
npm	@eslint-community/eslint-utils	`4.4.0`	indirect
npm	@eslint-community/regexpp	`4.5.1`	indirect
npm	@eslint/eslintrc	`2.0.3`	indirect
npm	@eslint/js	`8.41.0`	indirect
npm	@floating-ui/core	`1.6.0`	indirect
npm	@floating-ui/dom	`1.6.3`	indirect
npm	@floating-ui/react	`0.26.9`	indirect
npm	@floating-ui/react-dom	`2.0.8`	indirect
npm	@floating-ui/utils	`0.2.1`	indirect
npm	@humanwhocodes/config-array	`0.11.8`	indirect
npm	@humanwhocodes/module-importer	`1.0.1`	indirect
npm	@humanwhocodes/object-schema	`1.2.1`	indirect
npm	@isaacs/cliui	`8.0.2`	indirect
npm	@jridgewell/gen-mapping	`0.3.3`	indirect
npm	@jridgewell/resolve-uri	`3.1.0`	indirect
npm	@jridgewell/set-array	`1.1.2`	indirect
npm	@jridgewell/sourcemap-codec	`1.4.14`	indirect
npm	@jridgewell/sourcemap-codec	`1.4.15`	indirect
npm	@jridgewell/trace-mapping	`0.3.18`	indirect
npm	@mantine/carousel	`7.7.1`	indirect
npm	@mantine/core	`7.7.1`	indirect
npm	@mantine/form	`7.7.1`	indirect
npm	@mantine/hooks	`7.7.1`	indirect
npm	@mantine/modals	`7.7.1`	indirect
npm	@mantine/notifications	`7.7.1`	indirect
npm	@mantine/store	`7.7.1`	indirect
npm	@next/env	`14.1.4`	indirect
npm	@next/eslint-plugin-next	`14.1.4`	indirect
npm	@next/swc-darwin-arm64	`14.1.4`	indirect
npm	@next/swc-darwin-x64	`14.1.4`	indirect
npm	@next/swc-linux-arm64-gnu	`14.1.4`	indirect
npm	@next/swc-linux-arm64-musl	`14.1.4`	indirect
npm	@next/swc-linux-x64-gnu	`14.1.4`	indirect
npm	@next/swc-linux-x64-musl	`14.1.4`	indirect
npm	@next/swc-win32-arm64-msvc	`14.1.4`	indirect
npm	@next/swc-win32-ia32-msvc	`14.1.4`	indirect
npm	@next/swc-win32-x64-msvc	`14.1.4`	indirect
npm	@nodelib/fs.scandir	`2.1.5`	indirect
npm	@nodelib/fs.stat	`2.0.5`	indirect
npm	@nodelib/fs.walk	`1.2.8`	indirect
npm	@pkgjs/parseargs	`0.11.0`	indirect
npm	@pkgr/utils	`2.4.1`	indirect
npm	@rushstack/eslint-patch	`1.8.0`	indirect
npm	@swc/helpers	`0.5.2`	indirect
npm	@tabler/icons	`3.1.0`	indirect
npm	@tabler/icons-react	`3.1.0`	indirect
npm	@trpc/client	`10.45.2`	indirect
npm	@trpc/server	`10.45.2`	indirect
npm	@types/json5	`0.0.29`	indirect
npm	@types/node	`20.2.4`	indirect
npm	@types/prop-types	`15.7.5`	indirect
npm	@types/react	`18.2.7`	indirect
npm	@types/react-dom	`18.2.4`	indirect
npm	@types/scheduler	`0.16.3`	indirect
npm	@typescript-eslint/parser	`5.59.7`	indirect
npm	@typescript-eslint/scope-manager	`5.59.7`	indirect
npm	@typescript-eslint/types	`5.59.7`	indirect
npm	@typescript-eslint/typescript-estree	`5.59.7`	indirect
npm	@typescript-eslint/visitor-keys	`5.59.7`	indirect
npm	acorn	`8.8.2`	indirect
npm	acorn-jsx	`5.3.2`	indirect
npm	ajv	`6.12.6`	indirect
npm	ansi-regex	`5.0.1`	indirect
npm	ansi-regex	`6.0.1`	indirect
npm	ansi-styles	`4.3.0`	indirect
npm	ansi-styles	`6.2.1`	indirect
npm	any-promise	`1.3.0`	indirect
npm	anymatch	`3.1.3`	indirect
npm	arg	`5.0.2`	indirect
npm	argparse	`2.0.1`	indirect
npm	aria-query	`5.1.3`	indirect
npm	array-buffer-byte-length	`1.0.1`	indirect
npm	array-includes	`3.1.8`	indirect
npm	array-union	`2.1.0`	indirect
npm	array.prototype.findlast	`1.2.5`	indirect
npm	array.prototype.findlastindex	`1.2.5`	indirect
npm	array.prototype.flat	`1.3.2`	indirect
npm	array.prototype.flatmap	`1.3.2`	indirect
npm	array.prototype.toreversed	`1.1.2`	indirect
npm	array.prototype.tosorted	`1.1.3`	indirect
npm	arraybuffer.prototype.slice	`1.0.3`	indirect
npm	ast-types-flow	`0.0.7`	indirect
npm	autoprefixer	`10.4.14`	indirect
npm	available-typed-arrays	`1.0.7`	indirect
npm	axe-core	`4.7.2`	indirect
npm	axobject-query	`3.1.1`	indirect
npm	balanced-match	`1.0.2`	indirect
npm	big-integer	`1.6.51`	indirect
npm	binary-extensions	`2.2.0`	indirect
npm	bplist-parser	`0.2.0`	indirect
npm	brace-expansion	`1.1.11`	indirect
npm	brace-expansion	`2.0.1`	indirect
npm	braces	`3.0.2`	indirect
npm	browserslist	`4.21.5`	indirect
npm	bundle-name	`3.0.0`	indirect
npm	busboy	`1.6.0`	indirect
npm	call-bind	`1.0.7`	indirect
npm	callsites	`3.1.0`	indirect
npm	camelcase-css	`2.0.1`	indirect
npm	caniuse-lite	`1.0.30001600`	indirect
npm	chalk	`4.1.2`	indirect
npm	chokidar	`3.5.3`	indirect
npm	client-only	`0.0.1`	indirect
npm	cliui	`8.0.1`	indirect
npm	clsx	`2.1.0`	indirect
npm	color-convert	`2.0.1`	indirect
npm	color-name	`1.1.4`	indirect
npm	commander	`4.1.1`	indirect
npm	concat-map	`0.0.1`	indirect
npm	concurrently	`8.0.1`	indirect
npm	copy-anything	`3.0.5`	indirect
npm	cross-spawn	`7.0.3`	indirect
npm	cssesc	`3.0.0`	indirect
npm	csstype	`3.1.2`	indirect
npm	damerau-levenshtein	`1.0.8`	indirect
npm	data-view-buffer	`1.0.1`	indirect
npm	data-view-byte-length	`1.0.1`	indirect
npm	data-view-byte-offset	`1.0.0`	indirect
npm	date-fns	`2.30.0`	indirect
npm	debug	`3.2.7`	indirect
npm	debug	`4.3.4`	indirect
npm	deep-equal	`2.2.1`	indirect
npm	deep-is	`0.1.4`	indirect
npm	default-browser	`4.0.0`	indirect
npm	default-browser-id	`3.0.0`	indirect
npm	define-data-property	`1.1.4`	indirect
npm	define-lazy-prop	`3.0.0`	indirect
npm	define-properties	`1.2.1`	indirect
npm	detect-node-es	`1.1.0`	indirect
npm	didyoumean	`1.2.2`	indirect
npm	dir-glob	`3.0.1`	indirect
npm	dlv	`1.1.3`	indirect
npm	doctrine	`2.1.0`	indirect
npm	doctrine	`3.0.0`	indirect
npm	dom-helpers	`5.2.1`	indirect
npm	eastasianwidth	`0.2.0`	indirect
npm	electron-to-chromium	`1.4.408`	indirect
npm	embla-carousel	`8.0.2`	indirect
npm	embla-carousel-react	`8.0.2`	indirect
npm	embla-carousel-reactive-utils	`8.0.2`	indirect
npm	emoji-regex	`8.0.0`	indirect
npm	emoji-regex	`9.2.2`	indirect
npm	enhanced-resolve	`5.14.1`	indirect
npm	es-abstract	`1.23.2`	indirect
npm	es-define-property	`1.0.0`	indirect
npm	es-errors	`1.3.0`	indirect
npm	es-get-iterator	`1.1.3`	indirect
npm	es-iterator-helpers	`1.0.18`	indirect
npm	es-object-atoms	`1.0.0`	indirect
npm	es-set-tostringtag	`2.0.3`	indirect
npm	es-shim-unscopables	`1.0.2`	indirect
npm	es-to-primitive	`1.2.1`	indirect
npm	escalade	`3.1.1`	indirect
npm	escape-string-regexp	`4.0.0`	indirect
npm	eslint	`8.41.0`	indirect
npm	eslint-config-next	`14.1.4`	indirect
npm	eslint-import-resolver-node	`0.3.9`	indirect
npm	eslint-import-resolver-typescript	`3.5.5`	indirect
npm	eslint-module-utils	`2.8.0`	indirect
npm	eslint-plugin-import	`2.29.1`	indirect
npm	eslint-plugin-jsx-a11y	`6.7.1`	indirect
npm	eslint-plugin-react	`7.34.1`	indirect
npm	eslint-plugin-react-hooks	`4.6.0`	indirect
npm	eslint-scope	`7.2.0`	indirect
npm	eslint-visitor-keys	`3.4.1`	indirect
npm	espree	`9.5.2`	indirect
npm	esquery	`1.5.0`	indirect
npm	esrecurse	`4.3.0`	indirect
npm	estraverse	`5.3.0`	indirect
npm	esutils	`2.0.3`	indirect
npm	execa	`5.1.1`	indirect
npm	execa	`7.1.1`	indirect
npm	fast-deep-equal	`3.1.3`	indirect
npm	fast-glob	`3.2.12`	indirect
npm	fast-json-stable-stringify	`2.1.0`	indirect
npm	fast-levenshtein	`2.0.6`	indirect
npm	fastq	`1.15.0`	indirect
npm	fflate	`0.4.8`	indirect
npm	file-entry-cache	`6.0.1`	indirect
npm	fill-range	`7.0.1`	indirect
npm	find-up	`5.0.0`	indirect
npm	flat-cache	`3.0.4`	indirect
npm	flatted	`3.2.7`	indirect
npm	for-each	`0.3.3`	indirect
npm	foreground-child	`3.1.1`	indirect
npm	fraction.js	`4.2.0`	indirect
npm	fs.realpath	`1.0.0`	indirect
npm	fsevents	`2.3.2`	indirect
npm	function-bind	`1.1.2`	indirect
npm	function.prototype.name	`1.1.6`	indirect
npm	functions-have-names	`1.2.3`	indirect
npm	get-caller-file	`2.0.5`	indirect
npm	get-intrinsic	`1.2.4`	indirect
npm	get-nonce	`1.0.1`	indirect
npm	get-stream	`6.0.1`	indirect
npm	get-symbol-description	`1.0.2`	indirect
npm	get-tsconfig	`4.5.0`	indirect
npm	glob	`10.3.10`	indirect
npm	glob	`7.1.6`	indirect
npm	glob	`7.1.7`	indirect
npm	glob-parent	`5.1.2`	indirect
npm	glob-parent	`6.0.2`	indirect
npm	globals	`13.20.0`	indirect
npm	globalthis	`1.0.3`	indirect
npm	globby	`11.1.0`	indirect
npm	globby	`13.1.4`	indirect
npm	gopd	`1.0.1`	indirect
npm	graceful-fs	`4.2.11`	indirect
npm	graphemer	`1.4.0`	indirect
npm	has	`1.0.3`	indirect
npm	has-bigints	`1.0.2`	indirect
npm	has-flag	`4.0.0`	indirect
npm	has-property-descriptors	`1.0.2`	indirect
npm	has-proto	`1.0.3`	indirect
npm	has-symbols	`1.0.3`	indirect
npm	has-tostringtag	`1.0.2`	indirect
npm	hasown	`2.0.2`	indirect
npm	human-signals	`2.1.0`	indirect
npm	human-signals	`4.3.1`	indirect
npm	ignore	`5.2.4`	indirect
npm	import-fresh	`3.3.0`	indirect
npm	imurmurhash	`0.1.4`	indirect
npm	inflight	`1.0.6`	indirect
npm	inherits	`2.0.4`	indirect
npm	internal-slot	`1.0.7`	indirect
npm	invariant	`2.2.4`	indirect
npm	is-arguments	`1.1.1`	indirect
npm	is-array-buffer	`3.0.4`	indirect
npm	is-async-function	`2.0.0`	indirect
npm	is-bigint	`1.0.4`	indirect
npm	is-binary-path	`2.1.0`	indirect
npm	is-boolean-object	`1.1.2`	indirect
npm	is-callable	`1.2.7`	indirect
npm	is-core-module	`2.13.1`	indirect
npm	is-data-view	`1.0.1`	indirect
npm	is-date-object	`1.0.5`	indirect
npm	is-docker	`2.2.1`	indirect
npm	is-docker	`3.0.0`	indirect
npm	is-extglob	`2.1.1`	indirect
npm	is-finalizationregistry	`1.0.2`	indirect
npm	is-fullwidth-code-point	`3.0.0`	indirect
npm	is-generator-function	`1.0.10`	indirect
npm	is-glob	`4.0.3`	indirect
npm	is-inside-container	`1.0.0`	indirect
npm	is-map	`2.0.2`	indirect
npm	is-negative-zero	`2.0.3`	indirect
npm	is-number	`7.0.0`	indirect
npm	is-number-object	`1.0.7`	indirect
npm	is-path-inside	`3.0.3`	indirect
npm	is-regex	`1.1.4`	indirect
npm	is-set	`2.0.2`	indirect
npm	is-shared-array-buffer	`1.0.3`	indirect
npm	is-stream	`2.0.1`	indirect
npm	is-stream	`3.0.0`	indirect
npm	is-string	`1.0.7`	indirect
npm	is-symbol	`1.0.4`	indirect
npm	is-typed-array	`1.1.13`	indirect
npm	is-weakmap	`2.0.1`	indirect
npm	is-weakref	`1.0.2`	indirect
npm	is-weakset	`2.0.2`	indirect
npm	is-what	`4.1.16`	indirect
npm	is-wsl	`2.2.0`	indirect
npm	isarray	`2.0.5`	indirect
npm	isexe	`2.0.0`	indirect
npm	iterator.prototype	`1.1.2`	indirect
npm	jackspeak	`2.3.6`	indirect
npm	jiti	`1.18.2`	indirect
npm	js-tokens	`4.0.0`	indirect
npm	js-yaml	`4.1.0`	indirect
npm	json-schema-traverse	`0.4.1`	indirect
npm	json-stable-stringify-without-jsonify	`1.0.1`	indirect
npm	json5	`1.0.2`	indirect
npm	jsx-ast-utils	`3.3.3`	indirect
npm	klona	`2.0.6`	indirect
npm	language-subtag-registry	`0.3.22`	indirect
npm	language-tags	`1.0.5`	indirect
npm	levn	`0.4.1`	indirect
npm	lilconfig	`2.1.0`	indirect
npm	lines-and-columns	`1.2.4`	indirect
npm	locate-path	`6.0.0`	indirect
npm	lodash	`4.17.21`	indirect
npm	lodash.merge	`4.6.2`	indirect
npm	loose-envify	`1.4.0`	indirect
npm	lru-cache	`10.2.0`	indirect
npm	lru-cache	`6.0.0`	indirect
npm	merge-stream	`2.0.0`	indirect
npm	merge2	`1.4.1`	indirect
npm	micromatch	`4.0.5`	indirect
npm	mimic-fn	`2.1.0`	indirect
npm	mimic-fn	`4.0.0`	indirect
npm	minimatch	`3.1.2`	indirect
npm	minimatch	`9.0.3`	indirect
npm	minimist	`1.2.8`	indirect
npm	minipass	`7.0.4`	indirect
npm	moment	`2.30.1`	indirect
npm	ms	`2.1.2`	indirect
npm	mz	`2.7.0`	indirect
npm	nanoid	`3.3.6`	indirect
npm	natural-compare	`1.4.0`	indirect
npm	next	`14.1.4`	indirect
npm	node-releases	`2.0.12`	indirect
npm	normalize-path	`3.0.0`	indirect
npm	normalize-range	`0.1.2`	indirect
npm	npm-run-path	`4.0.1`	indirect
npm	npm-run-path	`5.1.0`	indirect
npm	object-assign	`4.1.1`	indirect
npm	object-hash	`3.0.0`	indirect
npm	object-inspect	`1.13.1`	indirect
npm	object-is	`1.1.5`	indirect
npm	object-keys	`1.1.1`	indirect
npm	object.assign	`4.1.5`	indirect
npm	object.entries	`1.1.8`	indirect
npm	object.fromentries	`2.0.8`	indirect
npm	object.groupby	`1.0.3`	indirect
npm	object.hasown	`1.1.4`	indirect
npm	object.values	`1.2.0`	indirect
npm	once	`1.4.0`	indirect
npm	onetime	`5.1.2`	indirect
npm	onetime	`6.0.0`	indirect
npm	open	`9.1.0`	indirect
npm	optionator	`0.9.1`	indirect
npm	p-limit	`3.1.0`	indirect
npm	p-locate	`5.0.0`	indirect
npm	parent-module	`1.0.1`	indirect
npm	path-exists	`4.0.0`	indirect
npm	path-is-absolute	`1.0.1`	indirect
npm	path-key	`3.1.1`	indirect
npm	path-key	`4.0.0`	indirect
npm	path-parse	`1.0.7`	indirect
npm	path-scurry	`1.10.1`	indirect
npm	path-type	`4.0.0`	indirect
npm	picocolors	`1.0.0`	indirect
npm	picomatch	`2.3.1`	indirect
npm	pify	`2.3.0`	indirect
npm	pirates	`4.0.5`	indirect
npm	possible-typed-array-names	`1.0.0`	indirect
npm	postcss	`8.4.23`	indirect
npm	postcss	`8.4.31`	indirect
npm	postcss-import	`15.1.0`	indirect
npm	postcss-js	`4.0.1`	indirect
npm	postcss-load-config	`4.0.1`	indirect
npm	postcss-nested	`6.0.1`	indirect
npm	postcss-selector-parser	`6.0.13`	indirect
npm	postcss-value-parser	`4.2.0`	indirect
npm	posthog-js	`1.128.3`	indirect
npm	preact	`10.20.2`	indirect
npm	prelude-ls	`1.2.1`	indirect
npm	prettier	`3.2.5`	indirect
npm	prop-types	`15.8.1`	indirect
npm	punycode	`2.3.0`	indirect
npm	queue-microtask	`1.2.3`	indirect
npm	react	`18.2.0`	indirect
npm	react-dom	`18.2.0`	indirect
npm	react-is	`16.13.1`	indirect
npm	react-number-format	`5.3.4`	indirect
npm	react-remove-scroll	`2.5.9`	indirect
npm	react-remove-scroll-bar	`2.3.6`	indirect
npm	react-style-singleton	`2.2.1`	indirect
npm	react-textarea-autosize	`8.5.3`	indirect
npm	react-transition-group	`4.4.5`	indirect
npm	read-cache	`1.0.0`	indirect
npm	readdirp	`3.6.0`	indirect
npm	reflect.getprototypeof	`1.0.6`	indirect
npm	regenerator-runtime	`0.13.11`	indirect
npm	regexp.prototype.flags	`1.5.2`	indirect
npm	require-directory	`2.1.1`	indirect
npm	resolve	`1.22.2`	indirect
npm	resolve	`1.22.8`	indirect
npm	resolve	`2.0.0-next.5`	indirect
npm	resolve-from	`4.0.0`	indirect
npm	reusify	`1.0.4`	indirect
npm	rimraf	`3.0.2`	indirect
npm	run-applescript	`5.0.0`	indirect
npm	run-parallel	`1.2.0`	indirect
npm	rxjs	`7.8.1`	indirect
npm	safe-array-concat	`1.1.2`	indirect
npm	safe-regex-test	`1.0.3`	indirect
npm	scheduler	`0.23.0`	indirect
npm	semver	`6.3.0`	indirect
npm	semver	`6.3.1`	indirect
npm	semver	`7.5.1`	indirect
npm	set-function-length	`1.2.2`	indirect
npm	set-function-name	`2.0.2`	indirect
npm	shebang-command	`2.0.0`	indirect
npm	shebang-regex	`3.0.0`	indirect
npm	shell-quote	`1.8.1`	indirect
npm	side-channel	`1.0.6`	indirect
npm	signal-exit	`3.0.7`	indirect
npm	signal-exit	`4.1.0`	indirect
npm	slash	`3.0.0`	indirect
npm	slash	`4.0.0`	indirect
npm	source-map-js	`1.0.2`	indirect
npm	spawn-command	`0.0.2-1`	indirect
npm	stop-iteration-iterator	`1.0.0`	indirect
npm	streamsearch	`1.1.0`	indirect
npm	string-width	`4.2.3`	indirect
npm	string-width	`5.1.2`	indirect
npm	string.prototype.matchall	`4.0.11`	indirect
npm	string.prototype.trim	`1.2.9`	indirect
npm	string.prototype.trimend	`1.0.8`	indirect
npm	string.prototype.trimstart	`1.0.8`	indirect
npm	strip-ansi	`6.0.1`	indirect
npm	strip-ansi	`7.1.0`	indirect
npm	strip-bom	`3.0.0`	indirect
npm	strip-final-newline	`2.0.0`	indirect
npm	strip-final-newline	`3.0.0`	indirect
npm	strip-json-comments	`3.1.1`	indirect
npm	styled-jsx	`5.1.1`	indirect
npm	sucrase	`3.32.0`	indirect
npm	superjson	`1.13.3`	indirect
npm	supports-color	`7.2.0`	indirect
npm	supports-color	`8.1.1`	indirect
npm	supports-preserve-symlinks-flag	`1.0.0`	indirect
npm	synckit	`0.8.5`	indirect
npm	tabbable	`6.2.0`	indirect
npm	tailwindcss	`3.3.2`	indirect
npm	tapable	`2.2.1`	indirect
npm	text-table	`0.2.0`	indirect
npm	thenify	`3.3.1`	indirect
npm	thenify-all	`1.6.0`	indirect
npm	titleize	`3.0.0`	indirect
npm	to-regex-range	`5.0.1`	indirect
npm	tree-kill	`1.2.2`	indirect
npm	ts-interface-checker	`0.1.13`	indirect
npm	tsconfig-paths	`3.15.0`	indirect
npm	tslib	`1.14.1`	indirect
npm	tslib	`2.5.2`	indirect
npm	tsutils	`3.21.0`	indirect
npm	type-check	`0.4.0`	indirect
npm	type-fest	`0.20.2`	indirect
npm	type-fest	`4.13.1`	indirect
npm	typed-array-buffer	`1.0.2`	indirect
npm	typed-array-byte-length	`1.0.1`	indirect
npm	typed-array-byte-offset	`1.0.2`	indirect
npm	typed-array-length	`1.0.6`	indirect
npm	typescript	`5.0.4`	indirect
npm	unbox-primitive	`1.0.2`	indirect
npm	untildify	`4.0.0`	indirect
npm	update-browserslist-db	`1.0.11`	indirect
npm	uri-js	`4.4.1`	indirect
npm	use-callback-ref	`1.3.2`	indirect
npm	use-composed-ref	`1.3.0`	indirect
npm	use-isomorphic-layout-effect	`1.1.2`	indirect
npm	use-latest	`1.2.1`	indirect
npm	use-sidecar	`1.1.2`	indirect
npm	util-deprecate	`1.0.2`	indirect
npm	which	`2.0.2`	indirect
npm	which-boxed-primitive	`1.0.2`	indirect
npm	which-builtin-type	`1.1.3`	indirect
npm	which-collection	`1.0.1`	indirect
npm	which-typed-array	`1.1.15`	indirect
npm	word-wrap	`1.2.3`	indirect
npm	wrap-ansi	`7.0.0`	indirect
npm	wrap-ansi	`8.1.0`	indirect
npm	wrappy	`1.0.2`	indirect
npm	y18n	`5.0.8`	indirect
npm	yallist	`4.0.0`	indirect
npm	yaml	`2.3.1`	indirect
npm	yargs	`17.7.2`	indirect
npm	yargs-parser	`21.1.1`	indirect
npm	yocto-queue	`0.1.0`	indirect
PyPI	aiohappyeyeballs	`2.4.3`	indirect
PyPI	aiohappyeyeballs	`2.6.1`	indirect
PyPI	aiohttp	`3.10.10`	indirect
PyPI	aiohttp	`3.13.3`	indirect
PyPI	aiosignal	`1.3.1`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	alabaster	`0.7.16`	indirect
PyPI	alembic	`1.8.1`	indirect
PyPI	altgraph	`0.17.4`	indirect
PyPI	annotated-doc	`0.0.4`	indirect
PyPI	annotated-types	`0.7.0`	indirect
PyPI	anthropic	`0.42.0`	indirect
PyPI	anthropic	`0.84.0`	indirect
PyPI	anyio	`4.12.1`	indirect
PyPI	anyio	`4.6.2.post1`	indirect
PyPI	ascii-magic	`2.3.0`	indirect
PyPI	astroid	`3.3.5`	indirect
PyPI	asttokens	`2.4.1`	indirect
PyPI	async-timeout	`4.0.3`	indirect
PyPI	async-timeout	`5.0.1`	indirect
PyPI	attrs	`24.2.0`	indirect
PyPI	attrs	`25.4.0`	indirect
PyPI	autobahn	`24.4.2`	indirect
PyPI	automat	`24.8.1`	indirect
PyPI	av	`12.3.0`	indirect
PyPI	av	`16.1.0`	indirect
PyPI	azure-ai-formrecognizer	`3.3.3`	indirect
PyPI	azure-common	`1.1.28`	indirect
PyPI	azure-core	`1.41.0`	indirect
PyPI	babel	`2.16.0`	indirect
PyPI	backoff	`2.2.1`	indirect
PyPI	beautifulsoup4	`4.12.3`	indirect
PyPI	black	`24.10.0`	indirect
PyPI	blis	`0.7.11`	indirect
PyPI	blis	`1.3.3`	indirect
PyPI	bokeh	`2.4.3`	indirect
PyPI	boto3	`—`	indirect
PyPI	boto3	`1.35.56`	indirect
PyPI	botocore	`1.35.56`	indirect
PyPI	bottle	`0.13.2`	indirect
PyPI	breadability	`0.1.20`	indirect
PyPI	build	`1.5.1`	indirect
PyPI	cachetools	`5.5.0`	indirect
PyPI	catalogue	`2.0.10`	indirect
PyPI	cattrs	`23.2.3`	indirect
PyPI	cbor2	`5.8.0`	indirect
PyPI	certifi	`2024.8.30`	indirect
PyPI	certifi	`2026.2.25`	indirect
PyPI	cffi	`1.17.1`	indirect
PyPI	cffi	`2.0.0`	indirect
PyPI	cfgv	`3.4.0`	indirect
PyPI	chardet	`5.2.0`	indirect
PyPI	charset-normalizer	`3.4.0`	indirect
PyPI	charset-normalizer	`3.4.4`	indirect
PyPI	clipboard	`0.0.4`	indirect
PyPI	cloudpathlib	`0.20.0`	indirect
PyPI	cloudpathlib	`0.24.0`	indirect
PyPI	clr-loader	`0.2.7.post0`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	coloredlogs	`15.0.1`	indirect
PyPI	comtypes	`1.4.8`	indirect
PyPI	confection	`0.1.5`	indirect
PyPI	confection	`1.3.3`	indirect
PyPI	constantly	`23.10.4`	indirect
PyPI	contourpy	`1.3.0`	indirect
PyPI	contourpy	`1.3.2`	indirect
PyPI	contourpy	`1.3.3`	indirect
PyPI	cryptography	`43.0.3`	indirect
PyPI	cryptography	`46.0.5`	indirect
PyPI	cuda-bindings	`12.9.4`	indirect
PyPI	cuda-pathfinder	`1.4.0`	indirect
PyPI	curated-tokenizers	`0.0.9`	indirect
PyPI	curated-transformers	`0.1.1`	indirect
PyPI	cycler	`0.12.1`	indirect
PyPI	cymem	`2.0.13`	indirect
PyPI	cymem	`2.0.8`	indirect
PyPI	cython	`3.0.11`	indirect
PyPI	decorator	`4.4.2`	indirect
PyPI	deepdiff	`6.7.1`	indirect
PyPI	dictalchemy3	`1.0.0`	indirect
PyPI	dill	`0.3.9`	indirect
PyPI	distlib	`0.3.9`	indirect
PyPI	distro	`1.9.0`	indirect
PyPI	dnspython	`2.7.0`	indirect
PyPI	docopt	`0.6.2`	indirect
PyPI	docstring-parser	`0.17.0`	indirect
PyPI	docutils	`0.20.1`	indirect
PyPI	dtaidistance	`2.3.12`	indirect
PyPI	easyocr	`1.7.2`	indirect
PyPI	ell-ai	`0.0.14`	indirect
PyPI	email-validator	`2.2.0`	indirect
PyPI	evdev	`1.7.1`	indirect
PyPI	evdev	`1.9.3`	indirect
PyPI	exceptiongroup	`1.2.2`	indirect
PyPI	exceptiongroup	`1.3.1`	indirect
PyPI	executing	`2.1.0`	indirect
PyPI	faiss-cpu	`1.13.2`	indirect
PyPI	fastapi	`0.111.1`	indirect
PyPI	fastapi-cli	`0.0.5`	indirect
PyPI	filelock	`3.16.1`	indirect
PyPI	filelock	`3.25.0`	indirect
PyPI	fire	`—`	indirect
PyPI	fire	`0.4.0`	indirect
PyPI	fire	`0.7.1`	indirect
PyPI	flake8	`6.1.0`	indirect
PyPI	flake8-annotations	`3.1.1`	indirect
PyPI	flake8-docstrings	`1.7.0`	indirect
PyPI	flatbuffers	`24.3.25`	indirect
PyPI	flatbuffers	`25.12.19`	indirect
PyPI	fonttools	`4.54.1`	indirect
PyPI	fonttools	`4.61.1`	indirect
PyPI	frozenlist	`1.5.0`	indirect
PyPI	frozenlist	`1.8.0`	indirect
PyPI	fsspec	`2024.10.0`	indirect
PyPI	fsspec	`2026.2.0`	indirect
PyPI	ftfy	`6.3.1`	indirect
PyPI	future	`1.0.0`	indirect
PyPI	fuzzywuzzy	`0.18.0`	indirect
PyPI	gitdb	`4.0.11`	indirect
PyPI	gitpython	`3.1.43`	indirect
PyPI	google-ai-generativelanguage	`0.6.15`	indirect
PyPI	google-ai-generativelanguage	`0.6.4`	indirect
PyPI	google-api-core	`2.22.0`	indirect
PyPI	google-api-core	`2.25.2`	indirect
PyPI	google-api-python-client	`2.151.0`	indirect
PyPI	google-api-python-client	`2.191.0`	indirect
PyPI	google-auth	`2.36.0`	indirect
PyPI	google-auth	`2.48.0`	indirect
PyPI	google-auth-httplib2	`0.2.0`	indirect
PyPI	google-auth-httplib2	`0.3.0`	indirect
PyPI	google-genai	`1.65.0`	indirect
PyPI	google-generativeai	`0.5.4`	indirect
PyPI	google-generativeai	`0.8.6`	indirect
PyPI	googleapis-common-protos	`1.65.0`	indirect
PyPI	googleapis-common-protos	`1.72.0`	indirect
PyPI	gradio-client	`0.15.0`	indirect
PyPI	greenlet	`3.1.1`	indirect
PyPI	greenlet	`3.3.2`	indirect
PyPI	grpcio	`1.67.1`	indirect
PyPI	grpcio	`1.78.0`	indirect
PyPI	grpcio-status	`1.62.3`	indirect
PyPI	grpcio-status	`1.71.2`	indirect
PyPI	grpclib	`0.4.9`	indirect
PyPI	h11	`0.14.0`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	h2	`4.3.0`	indirect
PyPI	hf-xet	`1.3.2`	indirect
PyPI	hkdf	`0.0.3`	indirect
PyPI	hpack	`4.1.0`	indirect
PyPI	httpcore	`1.0.6`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httplib2	`0.22.0`	indirect
PyPI	httplib2	`0.31.2`	indirect
PyPI	httptools	`0.6.4`	indirect
PyPI	httpx	`0.27.2`	indirect
PyPI	httpx	`0.28.1`	indirect
PyPI	huggingface-hub	`0.26.2`	indirect
PyPI	huggingface-hub	`0.36.2`	indirect
PyPI	humanfriendly	`10.0`	indirect
PyPI	humanize	`4.11.0`	indirect
PyPI	hyperframe	`6.1.0`	indirect
PyPI	hyperlink	`21.0.0`	indirect
PyPI	identify	`2.6.1`	indirect
PyPI	idna	`3.10`	indirect
PyPI	idna	`3.11`	indirect
PyPI	imagehash	`4.3.1`	indirect
PyPI	imagehash	`4.3.2`	indirect
PyPI	imageio	`2.36.0`	indirect
PyPI	imageio	`2.37.2`	indirect
PyPI	imageio-ffmpeg	`0.5.1`	indirect
PyPI	imagesize	`1.4.1`	indirect
PyPI	importlib-metadata	`9.0.0`	indirect
PyPI	incremental	`24.7.2`	indirect
PyPI	iniconfig	`2.0.0`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	ipdb	`0.13.11`	indirect
PyPI	ipython	`8.29.0`	indirect
PyPI	isodate	`0.7.2`	indirect
PyPI	isort	`5.13.2`	indirect
PyPI	jedi	`0.19.1`	indirect
PyPI	jinja2	`3.1.4`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	jiter	`0.13.0`	indirect
PyPI	jiter	`0.7.0`	indirect
PyPI	jmespath	`1.0.1`	indirect
PyPI	joblib	`1.4.2`	indirect
PyPI	kiwisolver	`1.4.7`	indirect
PyPI	kiwisolver	`1.4.9`	indirect
PyPI	langcodes	`3.4.1`	indirect
PyPI	language-data	`1.2.0`	indirect
PyPI	lazy-loader	`0.4`	indirect
PyPI	levenshtein	`0.21.1`	indirect
PyPI	llvmlite	`0.43.0`	indirect
PyPI	loguru	`—`	indirect
PyPI	loguru	`0.6.0`	indirect
PyPI	lxml	`5.3.0`	indirect
PyPI	macholib	`1.16.3`	indirect
PyPI	magic-wormhole	`0.12.0`	indirect
PyPI	mako	`1.3.6`	indirect
PyPI	marisa-trie	`1.2.1`	indirect
PyPI	markdown-it-py	`3.0.0`	indirect
PyPI	markdown-it-py	`4.0.0`	indirect
PyPI	markupsafe	`3.0.2`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	matplotlib	`3.10.8`	indirect
PyPI	matplotlib	`3.6.2`	indirect
PyPI	matplotlib-inline	`0.1.7`	indirect
PyPI	mccabe	`0.7.0`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	modal	`1.3.5`	indirect
PyPI	monotonic	`1.6`	indirect
PyPI	more-itertools	`10.5.0`	indirect
PyPI	mouseinfo	`0.1.3`	indirect
PyPI	moviepy	`1.0.3`	indirect
PyPI	mpmath	`1.3.0`	indirect
PyPI	msrest	`0.7.1`	indirect
PyPI	mss	`10.1.0`	indirect
PyPI	mss	`6.1.0`	indirect
PyPI	multidict	`6.1.0`	indirect
PyPI	multidict	`6.7.1`	indirect
PyPI	multiprocessing-utils	`0.4`	indirect
PyPI	murmurhash	`1.0.10`	indirect
PyPI	murmurhash	`1.0.15`	indirect
PyPI	mypy-extensions	`1.0.0`	indirect
PyPI	narwhals	`2.17.0`	indirect
PyPI	networkx	`3.2.1`	indirect
PyPI	networkx	`3.4.2`	indirect
PyPI	networkx	`3.6.1`	indirect
PyPI	ninja	`1.11.1.1`	indirect
PyPI	nltk	`3.8.1`	indirect
PyPI	nodeenv	`1.9.1`	indirect
PyPI	numba	`0.60.0`	indirect
PyPI	numpy	`1.26.4`	indirect
PyPI	numpy	`2.2.6`	indirect
PyPI	numpy	`2.4.2`	indirect
PyPI	nvidia-cublas-cu12	`12.8.4.1`	indirect
PyPI	nvidia-cuda-cupti-cu12	`12.8.90`	indirect
PyPI	nvidia-cuda-nvrtc-cu12	`12.8.93`	indirect
PyPI	nvidia-cuda-runtime-cu12	`12.8.90`	indirect
PyPI	nvidia-cudnn-cu12	`9.10.2.21`	indirect
PyPI	nvidia-cufft-cu12	`11.3.3.83`	indirect
PyPI	nvidia-cufile-cu12	`1.13.1.3`	indirect
PyPI	nvidia-curand-cu12	`10.3.9.90`	indirect
PyPI	nvidia-cusolver-cu12	`11.7.3.90`	indirect
PyPI	nvidia-cusparse-cu12	`12.5.8.93`	indirect
PyPI	nvidia-cusparselt-cu12	`0.7.1`	indirect
PyPI	nvidia-nccl-cu12	`2.27.5`	indirect
PyPI	nvidia-nvjitlink-cu12	`12.8.93`	indirect
PyPI	nvidia-nvshmem-cu12	`3.4.5`	indirect
PyPI	nvidia-nvtx-cu12	`12.8.90`	indirect
PyPI	oa-atomacos	`3.2.0`	indirect
PyPI	oauthlib	`3.3.1`	indirect
PyPI	onnxruntime	`1.20.0`	indirect
PyPI	onnxruntime	`1.24.3`	indirect
PyPI	onnxruntime	`1.27.0`	indirect
PyPI	open-clip-torch	`3.3.0`	indirect
PyPI	openadapt	`1.6.4`	indirect
PyPI	openadapt-capture	`0.3.0`	indirect
PyPI	openadapt-consilium	`0.3.2`	indirect
PyPI	openadapt-evals	`0.28.0`	indirect
PyPI	openadapt-grounding	`0.1.2`	indirect
PyPI	openadapt-ml	`0.16.1`	indirect
PyPI	openadapt-privacy	`0.1.1`	indirect
PyPI	openadapt-retrieval	`0.1.2`	indirect
PyPI	openadapt-viewer	`0.2.0`	indirect
PyPI	openai	`1.54.3`	indirect
PyPI	openai	`2.24.0`	indirect
PyPI	openai-whisper	`20240930`	indirect
PyPI	opencv-python	`4.10.0.84`	indirect
PyPI	opencv-python	`4.13.0.92`	indirect
PyPI	opencv-python-headless	`4.10.0.84`	indirect
PyPI	opencv-python-headless	`5.0.0.93`	indirect
PyPI	ordered-set	`4.1.0`	indirect
PyPI	orjson	`3.10.11`	indirect
PyPI	packaging	`24.1`	indirect
PyPI	packaging	`26.0`	indirect
PyPI	pandas	`2.0.0`	indirect
PyPI	paramiko	`—`	indirect
PyPI	parso	`0.8.4`	indirect
PyPI	pathspec	`0.12.1`	indirect
PyPI	pefile	`2023.2.7`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	phonenumbers	`8.13.49`	indirect
PyPI	phonenumbers	`9.0.34`	indirect
PyPI	pillow	`—`	indirect
PyPI	pillow	`10.4.0`	indirect
PyPI	pillow	`12.1.1`	indirect
PyPI	pip	`26.0.1`	indirect
PyPI	platformdirs	`4.3.6`	indirect
PyPI	playwright	`1.58.0`	indirect
PyPI	plotly	`6.6.0`	indirect
PyPI	pluggy	`1.5.0`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	posthog	`3.7.0`	indirect
PyPI	pre-commit	`3.8.0`	indirect
PyPI	preshed	`3.0.13`	indirect
PyPI	preshed	`3.0.9`	indirect
PyPI	presidio-analyzer	`2.2.32`	indirect
PyPI	presidio-analyzer	`2.2.362`	indirect
PyPI	presidio-anonymizer	`2.2.32`	indirect
PyPI	presidio-anonymizer	`2.2.363`	indirect
PyPI	presidio-image-redactor	`0.0.48`	indirect
PyPI	presidio-image-redactor	`0.0.59`	indirect
PyPI	proglog	`0.1.10`	indirect
PyPI	prompt-toolkit	`3.0.48`	indirect
PyPI	propcache	`0.2.0`	indirect
PyPI	propcache	`0.4.1`	indirect
PyPI	proto-plus	`1.25.0`	indirect
PyPI	proto-plus	`1.27.1`	indirect
PyPI	protobuf	`4.25.5`	indirect
PyPI	protobuf	`5.29.6`	indirect
PyPI	proxy-tools	`0.1.0`	indirect
PyPI	psutil	`5.9.8`	indirect
PyPI	ptyprocess	`0.7.0`	indirect
PyPI	pudb	`2024.1.3`	indirect
PyPI	pure-eval	`0.2.3`	indirect
PyPI	py	`1.11.0`	indirect
PyPI	py-cpuinfo	`9.0.0`	indirect
PyPI	pyasn1	`0.6.1`	indirect
PyPI	pyasn1	`0.6.2`	indirect
PyPI	pyasn1-modules	`0.4.1`	indirect
PyPI	pyasn1-modules	`0.4.2`	indirect
PyPI	pyaudio	`0.2.14`	indirect
PyPI	pyautogui	`0.9.41`	indirect
PyPI	pyautogui	`0.9.54`	indirect
PyPI	pyclipper	`1.3.0.post6`	indirect
PyPI	pyclipper	`1.4.0`	indirect
PyPI	pycodestyle	`2.11.1`	indirect
PyPI	pycountry	`24.6.1`	indirect
PyPI	pycparser	`2.22`	indirect
PyPI	pycparser	`3.0`	indirect
PyPI	pycryptodome	`3.21.0`	indirect
PyPI	pydantic	`—`	indirect
PyPI	pydantic	`2.12.5`	indirect
PyPI	pydantic	`2.9.2`	indirect
PyPI	pydantic-core	`2.23.4`	indirect
PyPI	pydantic-core	`2.41.5`	indirect
PyPI	pydantic-settings	`—`	indirect
PyPI	pydantic-settings	`2.13.1`	indirect
PyPI	pydantic-settings	`2.6.1`	indirect
PyPI	pydicom	`2.4.4`	indirect
PyPI	pydicom	`3.0.2`	indirect
PyPI	pydocstyle	`6.3.0`	indirect
PyPI	pyee	`13.0.1`	indirect
PyPI	pyflakes	`3.1.0`	indirect
PyPI	pygetwindow	`0.0.4`	indirect
PyPI	pygetwindow	`0.0.9`	indirect
PyPI	pygments	`2.18.0`	indirect
PyPI	pygments	`2.19.2`	indirect
PyPI	pyinstaller	`6.11.0`	indirect
PyPI	pyinstaller-hooks-contrib	`2024.9`	indirect
PyPI	pylint	`3.3.1`	indirect
PyPI	pympler	`1.1`	indirect
PyPI	pymsgbox	`1.0.9`	indirect
PyPI	pymsgbox	`2.0.1`	indirect
PyPI	pynacl	`1.5.0`	indirect
PyPI	pynput	`1.7.7`	indirect
PyPI	pynput	`1.8.1`	indirect
PyPI	pyobjc-core	`10.3.1`	indirect
PyPI	pyobjc-core	`12.1`	indirect
PyPI	pyobjc-framework-applicationservices	`10.3.1`	indirect
PyPI	pyobjc-framework-applicationservices	`12.1`	indirect
PyPI	pyobjc-framework-avfoundation	`9.2`	indirect
PyPI	pyobjc-framework-cocoa	`10.3.1`	indirect
PyPI	pyobjc-framework-cocoa	`12.1`	indirect
PyPI	pyobjc-framework-coreaudio	`10.3.1`	indirect
PyPI	pyobjc-framework-coremedia	`10.3.1`	indirect
PyPI	pyobjc-framework-coretext	`10.3.1`	indirect
PyPI	pyobjc-framework-coretext	`12.1`	indirect
PyPI	pyobjc-framework-quartz	`10.3.1`	indirect
PyPI	pyobjc-framework-quartz	`12.1`	indirect
PyPI	pyobjc-framework-security	`10.3.1`	indirect
PyPI	pyobjc-framework-webkit	`10.3.1`	indirect
PyPI	pyopenssl	`24.2.1`	indirect
PyPI	pyparsing	`3.2.0`	indirect
PyPI	pyparsing	`3.3.2`	indirect
PyPI	pyperclip	`1.11.0`	indirect
PyPI	pyperclip	`1.9.0`	indirect
PyPI	pypng	`0.20220715.0`	indirect
PyPI	pyproject-hooks	`1.2.0`	indirect
PyPI	pyqt-toast-notification	`1.3.2`	indirect
PyPI	pyreadline3	`3.5.4`	indirect
PyPI	pyrect	`0.2.0`	indirect
PyPI	pyscreeze	`0.1.19`	indirect
PyPI	pyscreeze	`1.0.1`	indirect
PyPI	pyside6	`6.8.0.2`	indirect
PyPI	pyside6-addons	`6.8.0.2`	indirect
PyPI	pyside6-essentials	`6.8.0.2`	indirect
PyPI	pytesseract	`0.3.13`	indirect
PyPI	pytesseract	`0.3.7`	indirect
PyPI	pytest	`7.1.3`	indirect
PyPI	pytest	`9.0.2`	indirect
PyPI	python-bidi	`0.6.3`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-dotenv	`1.0.0`	indirect
PyPI	python-dotenv	`1.2.2`	indirect
PyPI	python-gdcm	`3.2.6`	indirect
PyPI	python-levenshtein	`0.21.1`	indirect
PyPI	python-multipart	`0.0.17`	indirect
PyPI	python-xlib	`0.33`	indirect
PyPI	python3-xlib	`0.15`	indirect
PyPI	pythonnet	`3.0.5`	indirect
PyPI	pytweening	`1.2.0`	indirect
PyPI	pytz	`2024.2`	indirect
PyPI	pywavelets	`1.6.0`	indirect
PyPI	pywavelets	`1.8.0`	indirect
PyPI	pywavelets	`1.9.0`	indirect
PyPI	pywebview	`4.4.1`	indirect
PyPI	pywin32	`306`	indirect
PyPI	pywin32-ctypes	`0.2.3`	indirect
PyPI	pywinauto	`0.6.8`	indirect
PyPI	pyyaml	`6.0.2`	indirect
PyPI	pyyaml	`6.0.3`	indirect
PyPI	qtpy	`2.4.2`	indirect
PyPI	rapidfuzz	`3.10.1`	indirect
PyPI	rapidocr-onnxruntime	`1.2.3`	indirect
PyPI	rapidocr-onnxruntime	`1.4.4`	indirect
PyPI	regex	`2024.11.6`	indirect
PyPI	regex	`2026.2.28`	indirect
PyPI	replicate	`0.25.2`	indirect
PyPI	requests	`—`	indirect
PyPI	requests	`2.32.3`	indirect
PyPI	requests	`2.32.5`	indirect
PyPI	requests-file	`2.1.0`	indirect
PyPI	requests-file	`3.0.1`	indirect
PyPI	requests-oauthlib	`2.0.0`	indirect
PyPI	rich	`13.9.4`	indirect
PyPI	rich	`14.3.3`	indirect
PyPI	rsa	`4.9`	indirect
PyPI	rsa	`4.9.1`	indirect
PyPI	rubicon-objc	`0.5.3`	indirect
PyPI	ruff	`0.15.4`	indirect
PyPI	s3transfer	`0.10.3`	indirect
PyPI	safetensors	`0.7.0`	indirect
PyPI	scikit-image	`0.24.0`	indirect
PyPI	scikit-learn	`1.2.2`	indirect
PyPI	scipy	`1.13.1`	indirect
PyPI	scipy	`1.15.3`	indirect
PyPI	scipy	`1.17.1`	indirect
PyPI	scipy	`1.18.0`	indirect
PyPI	screen-recorder-sdk	`1.3.0`	indirect
PyPI	seaborn	`0.13.2`	indirect
PyPI	segment-anything	`1.0`	indirect
PyPI	sentry-sdk	`1.45.1`	indirect
PyPI	service-identity	`24.2.0`	indirect
PyPI	setuptools	`75.3.0`	indirect
PyPI	setuptools	`82.0.0`	indirect
PyPI	setuptools-lint	`0.6.0`	indirect
PyPI	shapely	`2.0.6`	indirect
PyPI	shapely	`2.1.2`	indirect
PyPI	shellingham	`1.5.4`	indirect
PyPI	shiboken6	`6.8.0.2`	indirect
PyPI	six	`1.16.0`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	smart-open	`7.0.5`	indirect
PyPI	smart-open	`8.0.0`	indirect
PyPI	smmap	`5.0.1`	indirect
PyPI	sniffio	`1.3.1`	indirect
PyPI	snowballstemmer	`2.2.0`	indirect
PyPI	sounddevice	`0.4.7`	indirect
PyPI	sounddevice	`0.5.5`	indirect
PyPI	soundfile	`0.12.1`	indirect
PyPI	soundfile	`0.13.1`	indirect
PyPI	soupsieve	`2.6`	indirect
PyPI	spacy	`3.7.5`	indirect
PyPI	spacy	`3.8.14`	indirect
PyPI	spacy-alignments	`0.9.1`	indirect
PyPI	spacy-alignments	`0.9.2`	indirect
PyPI	spacy-curated-transformers	`0.2.2`	indirect
PyPI	spacy-legacy	`3.0.12`	indirect
PyPI	spacy-loggers	`1.0.5`	indirect
PyPI	spacy-transformers	`1.3.5`	indirect
PyPI	spacy-transformers	`1.4.0`	indirect
PyPI	spake2	`0.8`	indirect
PyPI	sphinx	`7.0.1`	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	sqlalchemy	`2.0.36`	indirect
PyPI	sqlmodel	`0.0.21`	indirect
PyPI	srsly	`2.4.8`	indirect
PyPI	srsly	`2.5.3`	indirect
PyPI	stack-data	`0.6.3`	indirect
PyPI	starlette	`0.37.2`	indirect
PyPI	sumy	`0.11.0`	indirect
PyPI	sympy	`1.13.3`	indirect
PyPI	sympy	`1.14.0`	indirect
PyPI	synchronicity	`0.11.1`	indirect
PyPI	tenacity	`9.1.4`	indirect
PyPI	termcolor	`2.5.0`	indirect
PyPI	termcolor	`3.3.0`	indirect
PyPI	thinc	`8.2.5`	indirect
PyPI	thinc	`8.3.13`	indirect
PyPI	threadpoolctl	`3.5.0`	indirect
PyPI	tifffile	`2024.8.30`	indirect
PyPI	tiktoken	`0.8.0`	indirect
PyPI	timm	`1.0.25`	indirect
PyPI	tldextract	`5.1.3`	indirect
PyPI	tldextract	`5.3.1`	indirect
PyPI	tokencost	`0.1.16`	indirect
PyPI	tokenizers	`0.13.3`	indirect
PyPI	tokenizers	`0.21.4`	indirect
PyPI	toml	`0.10.2`	indirect
PyPI	tomli	`2.0.2`	indirect
PyPI	tomli	`2.4.0`	indirect
PyPI	tomlkit	`0.13.2`	indirect
PyPI	torch	`2.0.1`	indirect
PyPI	torch	`2.10.0`	indirect
PyPI	torchvision	`0.15.2`	indirect
PyPI	torchvision	`0.25.0`	indirect
PyPI	tornado	`6.4.1`	indirect
PyPI	tqdm	`4.64.0`	indirect
PyPI	tqdm	`4.67.3`	indirect
PyPI	traitlets	`5.14.3`	indirect
PyPI	transformers	`4.29.2`	indirect
PyPI	transformers	`4.53.2`	indirect
PyPI	triton	`3.1.0`	indirect
PyPI	triton	`3.6.0`	indirect
PyPI	twisted	`24.10.0`	indirect
PyPI	txaio	`23.1.1`	indirect
PyPI	txtorcon	`24.8.0`	indirect
PyPI	typer	`0.13.0`	indirect
PyPI	typer	`0.24.1`	indirect
PyPI	types-certifi	`2021.10.8.3`	indirect
PyPI	types-toml	`0.10.8.20240310`	indirect
PyPI	typing-extensions	`4.12.2`	indirect
PyPI	typing-extensions	`4.15.0`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	tzdata	`2024.2`	indirect
PyPI	ultralytics	`8.3.28`	indirect
PyPI	ultralytics-thop	`2.0.11`	indirect
PyPI	uritemplate	`4.1.1`	indirect
PyPI	uritemplate	`4.2.0`	indirect
PyPI	urllib3	`2.2.3`	indirect
PyPI	urllib3	`2.6.3`	indirect
PyPI	urwid	`2.6.16`	indirect
PyPI	urwid-readline	`0.15.1`	indirect
PyPI	uvicorn	`0.30.6`	indirect
PyPI	uvloop	`0.21.0`	indirect
PyPI	virtualenv	`20.27.1`	indirect
PyPI	wasabi	`1.1.3`	indirect
PyPI	watchfiles	`0.24.0`	indirect
PyPI	watchfiles	`1.1.1`	indirect
PyPI	wcwidth	`0.2.13`	indirect
PyPI	wcwidth	`0.6.0`	indirect
PyPI	weasel	`0.4.1`	indirect
PyPI	weasel	`1.0.0`	indirect
PyPI	websockets	`11.0.3`	indirect
PyPI	websockets	`16.0`	indirect
PyPI	wheel	`0.43.0`	indirect
PyPI	win32-setctime	`1.1.0`	indirect
PyPI	wrapt	`1.16.0`	indirect
PyPI	wrapt	`2.2.2`	indirect
PyPI	xcffib	`1.5.0`	indirect
PyPI	yarl	`1.17.1`	indirect
PyPI	yarl	`1.23.0`	indirect
PyPI	zipp	`4.1.0`	indirect
PyPI	zope-interface	`7.1.1`	indirect

Raw JSON report machine-readable

{
  "data": {
    "repo": {
      "topics": [
        "process-automation",
        "python",
        "transformers",
        "large-language-models",
        "large-multimodal-models",
        "large-action-model",
        "agents",
        "ai-agents",
        "ai-agents-framework",
        "anthropic",
        "google-gemini",
        "openai",
        "generative-process-automation",
        "computer-use",
        "omniparser",
        "computer-use-agents",
        "desktop-automation",
        "gui-automation",
        "local-first",
        "workflow-automation"
      ],
      "is_fork": false,
      "size_kb": 31409,
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      "homepage": "https://www.OpenAdapt.AI",
      "languages": {
        "CSS": 211,
        "Mako": 510,
        "Jinja": 6703,
        "Shell": 6579,
        "Python": 993932,
        "Batchfile": 1194,
        "Dockerfile": 2316,
        "JavaScript": 30041,
        "PowerShell": 12373,
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      },
      "pushed_at": "2026-07-17T20:51:25Z",
      "created_at": "2023-04-12T16:20:23Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-17T22:35:01Z",
      "description": "Compile a demonstrated GUI workflow into a deterministic, locally executable program. Zero model calls on healthy runs; governed repair; halts instead of guessing. Launcher for openadapt-flow: pip install openadapt",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
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                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://www.OpenAdapt.AI",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "20 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 20
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 48,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 48,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "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",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "17 out of 17 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 7 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "251 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "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.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 4
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 69,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 1541
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 70,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "poetry.lock",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "legacy/openadapt/app/dashboard/tsconfig.json"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".eslintrc.json, .flake8",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".eslintrc.json, .flake8"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "legacy/openadapt/app/dashboard/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "legacy/openadapt/app/dashboard/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 57775,
              "source_files_sampled": 200,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (legacy/openadapt/app/dashboard/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "legacy/openadapt/app/dashboard/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/200 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 200,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "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": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "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": [],
  "report_type": "repository",
  "generated_at": "2026-07-17T23:35:57.798300Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/openadaptai/openadapt.svg",
  "full_name": "openadaptai/openadapt",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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.

Software health index

Score profile

Ownership

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Key facts

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