Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-13 18:00 UTC

douglasmonsky / codex-usage-tracker

Local-first MCP tools and dashboard for investigating Codex token usage, credits, costs, caching, and thread patterns.

PythonMIT★ 196 stars⑂ 18 forkssince May 2026View on GitHub ↗

KindCommand-line toolWeb interfacehow this is determined

douglasmonsky/codex-usage-tracker holds a health index of 81 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (90/100) and lowest on Sustainability & Governance (56/100). It was last updated 23 days 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 69 is calibrated to 81 on the published index scale (record calibration 2026-08-02).

Ownership

Douglas MonskyPersonal account

6 followers30 public repossince Jun 2017

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

Registry	Package	Version	Downloads / mo	Versions	Last publish	Tags
PyPI	codex-usage-tracking	0.27.0	439	40	48 days ago	codex tokens usage local-first

Metrics by category

Vitality

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

76Good · 21% of overall

Development activity

66Good

How it's scored

28.8/36	Push recency — last push 23 days ago
9/36	Commit cadence — 13/52 weeks with commits
18/18	Commit volume — 458 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	458
human_commit_share	1
days_since_last_push	23
active_weeks_last_year	13

Release discipline

90Excellent

How it's scored

27/27	Ships releases — 36 releases published
36/36	Release recency — latest release 48 days ago
27/27	Release cadence — a release every ~1.3 days
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Inputs used

releases_count	36
latest_release_tag	v0.28.0
releases_from_tags	no
days_since_latest_release	48
mean_days_between_releases	1.3

Community & Adoption

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

57Moderate · 17% of overall

Popularity & adoption

47Weak

How it's scored

37.1/60	Stars — 196 stars
10.3/25	Forks — 18 forks
0/15	Watchers — 1 watchers

Inputs used

forks	18
stars	196
watchers	1
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
readme_badges	4
has_contributing	yes
has_issue_template	no
has_code_of_conduct	no
readme_badge_services	github.com, shields.io
has_pull_request_template	yes

Ecosystem adoption (downloads)

44Weak

How it's scored

35.2/80	Monthly downloads — 439 downloads/month across pypi
0/20	Registry dependents — not reported by this ecosystem

Inputs used

packages	codex-usage-tracking
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	439
unverified_packages_excluded	—

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

Sustainability & Governance

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

56Moderate · 23% of overall

Maintainer resilience (bus factor)

16Critical

How it's scored

9/54	Bus factor — 1 contributor(s) cover half of all commits
0.5/22.5	Commit distribution — top contributor authored 98% of commits
6.8/13.5	Contributor breadth — 5 contributors
0/10	OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0

Inputs used

bus_factor	1
contributors_sampled	5
top_contributor_share	0.98

Issue & PR responsiveness

77Good

How it's scored

38.1/42	Issue resolution — 91% of issues closed
28.8/30	PR acceptance — 383/399 decided PRs merged
0/13	Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15	OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0

Inputs used

merged_prs	383
open_issues	4
closed_issues	39
prs_merged_7d	0
prs_decided_7d	0
prs_merged_30d	7
prs_decided_30d	7
issue_closed_ratio	0.907
closed_unmerged_prs	16
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

49Weak

How it's scored

10/30	Ownership backing — personal (user) account
0/20	Verified domain — not applicable to user accounts
6.1/25	Owner reach — 6 followers of douglasmonsky
22.9/25	Track record — 30 public repos, account ~9 yr old

Inputs used

followers	6
owner_type	User
is_verified	—
owner_login	douglasmonsky
public_repos	30
account_age_days	3,383

Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 1 package(s) on pypi
35/35	Publish recency — latest publish 48 days ago
20/20	Version history — 40 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	codex-usage-tracking
ecosystems	pypi
any_deprecated	no
min_days_since_publish	48

Engineering Quality

Are baseline engineering and documentation practices in place?

90Excellent · 19% of overall

Engineering practices

84Excellent

How it's scored

24/24	CI workflows — 5 workflow(s)
24/24	Tests present
16/16	Linter config — pyproject.toml ([tool.ruff])
0/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	yes
has_precommit_config	no

Documentation

100Exceptional

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://github.com/douglasmonsky/codex-usage-tracker
10/10	Repository description
10/10	Topics — 20 topics
10/10	Wiki

Inputs used

topics	codex, openai, python, token-usage, codex-plugin, codex-skill, dashboard, cli, codex-cli, cost-analysis, developer-tools, llm-observability, local-first, privacy-first, prompt-caching, usage-analytics, mcp, model-context-protocol, pypi, sqlite
has_wiki	yes
homepage	https://github.com/douglasmonsky/codex-usage-tracker
docs_site	https://github.com/douglasmonsky/codex-usage-tracker
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?

65Good · 16% of overall

Security posture

56Moderate

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
0/7.5	Branch-Protection — no data
2.5/2.5	CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5	Code-Review — Found 0/30 approved changesets -- score normalized to 0
0/2.5	Contributors — project has 0 contributing companies or organizations -- score normalized to 0
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 28 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
3/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
0/5	SAST — SAST tool is not run on all commits -- score normalized to 0
2/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
7.5/7.5	Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5	Vulnerabilities — 21 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	17
scorecard_version	v5.5.0
checks_inconclusive	1
scorecard_aggregate	5.6

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

Dependency advisories

100Exceptional

How it's scored

35/35	Direct dependencies free of known advisories — no direct dependency carries a known advisory
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	23
affected_packages	8
assessed_packages	343
unassessed_packages	9
affected_by_severity	high 5, 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 343 resolved dependencies against OSV. 9 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. 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.

76Good · 4% of overall

Agent context & guidance

85Excellent

How it's scored

45/45	Agent instructions — AGENTS.md, CLAUDE.md, src/codex_usage_tracker/kernel/AGENTS.md
0/15	Machine-readable docs (llms.txt)
40/40	Legible commit history — 100 of 100 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	1
agent_instruction_files	AGENTS.md, CLAUDE.md, src/codex_usage_tracker/kernel/AGENTS.md
agent_instruction_max_bytes	24,009

Verify loop (build / test / typecheck)

83Excellent

How it's scored

18/18	One-command bootstrap — justfile
22/22	Automated tests
11/11	Lint / format config — pyproject.toml ([tool.ruff])
11/11	Static type checking — frontend/kernel-console/tsconfig.json
10/10	Reproducible environment — lockfile
0/10	Demonstrated agent practice — no agent-authored commits among the last 100
5/8	Automated maintenance — dependency automation configured, none observed in the sampled commits
6/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6

Inputs used

has_nix	no
has_tests	yes
lockfiles	package-lock.json
has_dockerfile	no
typed_language	no
bootstrap_files	justfile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	frontend/kernel-console/tsconfig.json
agent_commit_share	0
toolchain_manifests	—
dependency_bot_commit_share	0

Code legibility for models

80Excellent

How it's scored

27/45	Type-checkable code — Python with type-check config (frontend/kernel-console/tsconfig.json)
53.1/55	Manageable file sizes — 14/406 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	137,541
source_files_sampled	406
oversized_source_files	14

Machine-readable interfaces

33At Risk

How it's scored

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

Inputs used

example_dirs	—
has_mcp_signal	yes
api_schema_files	—
interfaces_expected_of	—

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

Key facts

196GitHub stars

5contributors

458commits, last 12 months

23days since last push

36releases

1bus factor

4open issues

npm, PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 18 ⇿

0Stars

18Forks

36Releases

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 21Patch 15

OpenSSF Scorecard 5.6 / 10

5.6aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-09-13 18:00 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	30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
0	Code-Review	Found 0/30 approved changesets -- score normalized to 0
0	Contributors	project has 0 contributing companies or organizations -- score normalized to 0
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 28 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
6	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 6
0	SAST	SAST tool is not run on all commits -- score normalized to 0
4	Security-Policy	security policy file detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
10	Token-Permissions	GitHub workflow tokens follow principle of least privilege
0	Vulnerabilities	21 existing vulnerabilities detected

All dependencies 352

Full resolved dependency set from the GitHub dependency graph: 0 direct and 352 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
npm	@emnapi/runtime	`1.11.3`	indirect
npm	@hono/node-server	`2.0.12`	indirect
npm	@huggingface/jinja	`0.5.9`	indirect
npm	@huggingface/tokenizers	`0.1.3`	indirect
npm	@huggingface/transformers	`4.2.0`	indirect
npm	@img/colour	`1.1.0`	indirect
npm	@img/sharp-darwin-arm64	`0.34.5`	indirect
npm	@img/sharp-darwin-x64	`0.34.5`	indirect
npm	@img/sharp-libvips-darwin-arm64	`1.2.4`	indirect
npm	@img/sharp-libvips-darwin-x64	`1.2.4`	indirect
npm	@img/sharp-libvips-linux-arm	`1.2.4`	indirect
npm	@img/sharp-libvips-linux-arm64	`1.2.4`	indirect
npm	@img/sharp-libvips-linux-ppc64	`1.2.4`	indirect
npm	@img/sharp-libvips-linux-riscv64	`1.2.4`	indirect
npm	@img/sharp-libvips-linux-s390x	`1.2.4`	indirect
npm	@img/sharp-libvips-linux-x64	`1.2.4`	indirect
npm	@img/sharp-libvips-linuxmusl-arm64	`1.2.4`	indirect
npm	@img/sharp-libvips-linuxmusl-x64	`1.2.4`	indirect
npm	@img/sharp-linux-arm	`0.34.5`	indirect
npm	@img/sharp-linux-arm64	`0.34.5`	indirect
npm	@img/sharp-linux-ppc64	`0.34.5`	indirect
npm	@img/sharp-linux-riscv64	`0.34.5`	indirect
npm	@img/sharp-linux-s390x	`0.34.5`	indirect
npm	@img/sharp-linux-x64	`0.34.5`	indirect
npm	@img/sharp-linuxmusl-arm64	`0.34.5`	indirect
npm	@img/sharp-linuxmusl-x64	`0.34.5`	indirect
npm	@img/sharp-wasm32	`0.34.5`	indirect
npm	@img/sharp-win32-arm64	`0.34.5`	indirect
npm	@img/sharp-win32-ia32	`0.34.5`	indirect
npm	@img/sharp-win32-x64	`0.34.5`	indirect
npm	@isaacs/fs-minipass	`4.0.1`	indirect
npm	@ladybugdb/core	`0.18.3`	indirect
npm	@ladybugdb/core-darwin-arm64	`0.18.3`	indirect
npm	@ladybugdb/core-darwin-x64	`0.18.3`	indirect
npm	@ladybugdb/core-linux-arm64	`0.18.3`	indirect
npm	@ladybugdb/core-linux-x64	`0.18.3`	indirect
npm	@ladybugdb/core-win32-x64	`0.18.3`	indirect
npm	@modelcontextprotocol/sdk	`1.30.0`	indirect
npm	@pinojs/redact	`0.4.0`	indirect
npm	@playwright/test	`1.62.0`	indirect
npm	@protobufjs/aspromise	`1.1.2`	indirect
npm	@protobufjs/base64	`1.1.2`	indirect
npm	@protobufjs/codegen	`2.0.5`	indirect
npm	@protobufjs/eventemitter	`1.1.1`	indirect
npm	@protobufjs/fetch	`1.1.1`	indirect
npm	@protobufjs/float	`1.0.2`	indirect
npm	@protobufjs/path	`1.1.2`	indirect
npm	@protobufjs/pool	`1.1.0`	indirect
npm	@protobufjs/utf8	`1.1.2`	indirect
npm	@scarf/scarf	`1.4.0`	indirect
npm	@types/node	`25.9.5`	indirect
npm	@typescript/typescript-aix-ppc64	`7.0.2`	indirect
npm	@typescript/typescript-darwin-arm64	`7.0.2`	indirect
npm	@typescript/typescript-darwin-x64	`7.0.2`	indirect
npm	@typescript/typescript-freebsd-arm64	`7.0.2`	indirect
npm	@typescript/typescript-freebsd-x64	`7.0.2`	indirect
npm	@typescript/typescript-linux-arm	`7.0.2`	indirect
npm	@typescript/typescript-linux-arm64	`7.0.2`	indirect
npm	@typescript/typescript-linux-loong64	`7.0.2`	indirect
npm	@typescript/typescript-linux-mips64el	`7.0.2`	indirect
npm	@typescript/typescript-linux-ppc64	`7.0.2`	indirect
npm	@typescript/typescript-linux-riscv64	`7.0.2`	indirect
npm	@typescript/typescript-linux-s390x	`7.0.2`	indirect
npm	@typescript/typescript-linux-x64	`7.0.2`	indirect
npm	@typescript/typescript-netbsd-arm64	`7.0.2`	indirect
npm	@typescript/typescript-netbsd-x64	`7.0.2`	indirect
npm	@typescript/typescript-openbsd-arm64	`7.0.2`	indirect
npm	@typescript/typescript-openbsd-x64	`7.0.2`	indirect
npm	@typescript/typescript-sunos-x64	`7.0.2`	indirect
npm	@typescript/typescript-win32-arm64	`7.0.2`	indirect
npm	@typescript/typescript-win32-x64	`7.0.2`	indirect
npm	accepts	`2.0.0`	indirect
npm	adm-zip	`0.5.18`	indirect
npm	ajv	`8.20.0`	indirect
npm	ajv-formats	`3.0.1`	indirect
npm	ansi-regex	`5.0.1`	indirect
npm	ansi-styles	`4.3.0`	indirect
npm	apache-arrow	`21.2.0`	indirect
npm	argparse	`2.0.1`	indirect
npm	atomic-sleep	`1.0.0`	indirect
npm	balanced-match	`4.0.4`	indirect
npm	body-parser	`2.3.0`	indirect
npm	boolean	`3.2.0`	indirect
npm	brace-expansion	`5.0.8`	indirect
npm	busboy	`1.6.0`	indirect
npm	bytes	`3.1.2`	indirect
npm	call-bind-apply-helpers	`1.0.2`	indirect
npm	call-bound	`1.0.4`	indirect
npm	chownr	`3.0.0`	indirect
npm	cli-progress	`3.12.0`	indirect
npm	cliui	`8.0.1`	indirect
npm	cmake-js	`8.0.0`	indirect
npm	color-convert	`2.0.1`	indirect
npm	color-name	`1.1.4`	indirect
npm	colorette	`2.0.20`	indirect
npm	commander	`15.0.0`	indirect
npm	content-disposition	`1.1.0`	indirect
npm	content-type	`1.0.5`	indirect
npm	content-type	`2.0.0`	indirect
npm	cookie	`0.7.2`	indirect
npm	cookie-signature	`1.2.2`	indirect
npm	cors	`2.8.6`	indirect
npm	cross-spawn	`7.0.6`	indirect
npm	dateformat	`4.6.3`	indirect
npm	debug	`4.4.3`	indirect
npm	deep-extend	`0.6.0`	indirect
npm	define-data-property	`1.1.4`	indirect
npm	define-properties	`1.2.1`	indirect
npm	depd	`2.0.0`	indirect
npm	detect-libc	`2.1.2`	indirect
npm	detect-node	`2.1.0`	indirect
npm	dunder-proto	`1.0.1`	indirect
npm	ee-first	`1.1.1`	indirect
npm	emoji-regex	`8.0.0`	indirect
npm	encodeurl	`2.0.0`	indirect
npm	end-of-stream	`1.4.5`	indirect
npm	es-define-property	`1.0.1`	indirect
npm	es-errors	`1.3.0`	indirect
npm	es-object-atoms	`1.1.2`	indirect
npm	es6-error	`4.1.1`	indirect
npm	escalade	`3.2.0`	indirect
npm	escape-html	`1.0.3`	indirect
npm	escape-string-regexp	`4.0.0`	indirect
npm	etag	`1.8.1`	indirect
npm	events	`3.3.0`	indirect
npm	eventsource	`3.0.7`	indirect
npm	eventsource-parser	`3.1.0`	indirect
npm	express	`5.2.1`	indirect
npm	express-rate-limit	`8.6.1`	indirect
npm	fast-copy	`4.0.4`	indirect
npm	fast-deep-equal	`3.1.3`	indirect
npm	fast-safe-stringify	`2.1.1`	indirect
npm	fast-uri	`3.1.4`	indirect
npm	finalhandler	`2.1.1`	indirect
npm	flatbuffers	`25.9.23`	indirect
npm	forwarded	`0.2.0`	indirect
npm	fresh	`2.0.0`	indirect
npm	fs-extra	`11.4.0`	indirect
npm	fsevents	`2.3.2`	indirect
npm	function-bind	`1.1.2`	indirect
npm	get-caller-file	`2.0.5`	indirect
npm	get-intrinsic	`1.3.0`	indirect
npm	get-proto	`1.0.1`	indirect
npm	gitnexus	`1.6.9`	indirect
npm	glob	`13.0.6`	indirect
npm	global-agent	`3.0.0`	indirect
npm	global-agent	`4.1.3`	indirect
npm	globalthis	`1.0.4`	indirect
npm	gopd	`1.2.0`	indirect
npm	graceful-fs	`4.2.11`	indirect
npm	graphology	`0.26.0`	indirect
npm	graphology-indices	`0.17.0`	indirect
npm	graphology-types	`0.24.8`	indirect
npm	graphology-utils	`2.5.2`	indirect
npm	guid-typescript	`1.0.9`	indirect
npm	has-property-descriptors	`1.0.2`	indirect
npm	has-symbols	`1.1.0`	indirect
npm	hasown	`2.0.4`	indirect
npm	help-me	`5.0.0`	indirect
npm	hono	`4.12.32`	indirect
npm	http-errors	`2.0.1`	indirect
npm	iconv-lite	`0.7.3`	indirect
npm	ignore	`7.0.6`	indirect
npm	inherits	`2.0.4`	indirect
npm	ini	`1.3.8`	indirect
npm	ip-address	`10.3.1`	indirect
npm	ipaddr.js	`1.9.1`	indirect
npm	is-fullwidth-code-point	`3.0.0`	indirect
npm	is-promise	`4.0.0`	indirect
npm	isexe	`2.0.0`	indirect
npm	isexe	`4.0.0`	indirect
npm	jose	`6.2.4`	indirect
npm	joycon	`3.1.1`	indirect
npm	js-yaml	`4.3.0`	indirect
npm	json-schema-traverse	`1.0.0`	indirect
npm	json-schema-typed	`8.0.2`	indirect
npm	json-stringify-safe	`5.0.1`	indirect
npm	json-with-bigint	`3.5.10`	indirect
npm	jsonc-parser	`3.3.1`	indirect
npm	jsonfile	`6.2.1`	indirect
npm	long	`5.3.2`	indirect
npm	lru-cache	`11.5.2`	indirect
npm	matcher	`3.0.0`	indirect
npm	matcher	`4.0.0`	indirect
npm	math-intrinsics	`1.1.0`	indirect
npm	media-typer	`1.1.1`	indirect
npm	merge-descriptors	`2.0.0`	indirect
npm	mime-db	`1.54.0`	indirect
npm	mime-types	`3.0.2`	indirect
npm	minimatch	`10.2.6`	indirect
npm	minimist	`1.2.8`	indirect
npm	minipass	`7.1.3`	indirect
npm	minizlib	`3.1.0`	indirect
npm	mnemonist	`0.39.8`	indirect
npm	mnemonist	`0.40.4`	indirect
npm	ms	`2.1.3`	indirect
npm	negotiator	`1.0.0`	indirect
npm	node-addon-api	`6.1.0`	indirect
npm	node-addon-api	`8.9.0`	indirect
npm	node-api-headers	`1.9.0`	indirect
npm	node-gyp-build	`4.8.4`	indirect
npm	object-assign	`4.1.1`	indirect
npm	object-inspect	`1.13.4`	indirect
npm	object-keys	`1.1.1`	indirect
npm	obliterator	`2.0.5`	indirect
npm	on-exit-leak-free	`2.1.2`	indirect
npm	on-finished	`2.4.1`	indirect
npm	once	`1.4.0`	indirect
npm	onnxruntime-common	`1.24.0-dev.20251116-b39e144322`	indirect
npm	onnxruntime-common	`1.24.3`	indirect
npm	onnxruntime-common	`1.27.0`	indirect
npm	onnxruntime-node	`1.24.3`	indirect
npm	onnxruntime-node	`1.27.0`	indirect
npm	onnxruntime-web	`1.26.0-dev.20260416-b7804b056c`	indirect
npm	pandemonium	`2.4.1`	indirect
npm	parseurl	`1.3.3`	indirect
npm	path-key	`3.1.1`	indirect
npm	path-scurry	`2.0.2`	indirect
npm	path-to-regexp	`8.4.2`	indirect
npm	pino	`10.3.1`	indirect
npm	pino-abstract-transport	`3.0.0`	indirect
npm	pino-pretty	`13.1.3`	indirect
npm	pino-std-serializers	`7.1.0`	indirect
npm	pkce-challenge	`5.0.1`	indirect
npm	platform	`1.3.6`	indirect
npm	playwright	`1.62.0`	indirect
npm	playwright-core	`1.62.0`	indirect
npm	process-warning	`5.0.0`	indirect
npm	protobufjs	`7.6.5`	indirect
npm	proxy-addr	`2.0.7`	indirect
npm	pump	`3.0.4`	indirect
npm	qs	`6.15.3`	indirect
npm	quick-format-unescaped	`4.0.4`	indirect
npm	range-parser	`1.3.0`	indirect
npm	raw-body	`3.0.2`	indirect
npm	rc	`1.2.8`	indirect
npm	real-require	`0.2.0`	indirect
npm	real-require	`1.0.0`	indirect
npm	require-directory	`2.1.1`	indirect
npm	require-from-string	`2.0.2`	indirect
npm	roarr	`2.15.4`	indirect
npm	router	`2.2.0`	indirect
npm	safe-stable-stringify	`2.5.0`	indirect
npm	safer-buffer	`2.1.2`	indirect
npm	secure-json-parse	`4.1.0`	indirect
npm	semver	`7.8.5`	indirect
npm	semver-compare	`1.0.0`	indirect
npm	send	`1.2.1`	indirect
npm	serialize-error	`7.0.1`	indirect
npm	serialize-error	`8.1.0`	indirect
npm	serve-static	`2.2.1`	indirect
npm	setprototypeof	`1.2.0`	indirect
npm	sharp	`0.34.5`	indirect
npm	shebang-command	`2.0.0`	indirect
npm	shebang-regex	`3.0.0`	indirect
npm	side-channel	`1.1.1`	indirect
npm	side-channel-list	`1.0.1`	indirect
npm	side-channel-map	`1.0.1`	indirect
npm	side-channel-weakmap	`1.0.2`	indirect
npm	sonic-boom	`4.2.1`	indirect
npm	split2	`4.2.0`	indirect
npm	sprintf-js	`1.1.3`	indirect
npm	statuses	`2.0.2`	indirect
npm	streamsearch	`1.1.0`	indirect
npm	string-width	`4.2.3`	indirect
npm	strip-ansi	`6.0.1`	indirect
npm	strip-json-comments	`2.0.1`	indirect
npm	strip-json-comments	`5.0.3`	indirect
npm	tar	`7.5.22`	indirect
npm	thread-stream	`4.2.0`	indirect
npm	toidentifier	`1.0.1`	indirect
npm	tree-sitter	`0.21.1`	indirect
npm	tree-sitter-c-sharp	`0.23.1`	indirect
npm	tree-sitter-cpp	`0.23.2`	indirect
npm	tree-sitter-go	`0.23.4`	indirect
npm	tree-sitter-java	`0.23.5`	indirect
npm	tree-sitter-javascript	`0.23.1`	indirect
npm	tree-sitter-php	`0.23.12`	indirect
npm	tree-sitter-python	`0.23.4`	indirect
npm	tree-sitter-ruby	`0.23.1`	indirect
npm	tree-sitter-rust	`0.23.1`	indirect
npm	tree-sitter-typescript	`0.23.2`	indirect
npm	tslib	`2.8.1`	indirect
npm	type-fest	`0.13.1`	indirect
npm	type-fest	`0.20.2`	indirect
npm	type-is	`2.1.0`	indirect
npm	typescript	`7.0.2`	indirect
npm	undici-types	`7.24.6`	indirect
npm	universalify	`2.0.1`	indirect
npm	unpipe	`1.0.0`	indirect
npm	url-join	`4.0.1`	indirect
npm	uuid	`14.0.1`	indirect
npm	vary	`1.1.2`	indirect
npm	which	`2.0.2`	indirect
npm	which	`6.0.1`	indirect
npm	wrap-ansi	`7.0.0`	indirect
npm	wrappy	`1.0.2`	indirect
npm	y18n	`5.0.8`	indirect
npm	yallist	`5.0.0`	indirect
npm	yargs	`17.7.3`	indirect
npm	yargs-parser	`21.1.1`	indirect
npm	zod	`4.4.3`	indirect
npm	zod-to-json-schema	`3.25.2`	indirect
PyPI	agent-maintainer	`—`	indirect
PyPI	annotated-types	`0.7.0`	indirect
PyPI	anyio	`4.14.1`	indirect
PyPI	attrs	`26.1.0`	indirect
PyPI	build	`—`	indirect
PyPI	certifi	`2026.6.17`	indirect
PyPI	cffi	`2.1.0`	indirect
PyPI	charset-normalizer	`3.4.9`	indirect
PyPI	click	`8.4.2`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	cryptography	`49.0.0`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httpx	`0.28.1`	indirect
PyPI	httpx-sse	`0.4.3`	indirect
PyPI	idna	`3.18`	indirect
PyPI	jsonschema	`—`	indirect
PyPI	jsonschema	`4.26.0`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	mcp	`1.28.1`	indirect
PyPI	mypy	`—`	indirect
PyPI	psutil	`7.2.2`	indirect
PyPI	pycparser	`3.0`	indirect
PyPI	pydantic	`2.13.4`	indirect
PyPI	pydantic-core	`2.46.4`	indirect
PyPI	pydantic-settings	`2.14.2`	indirect
PyPI	pyjwt	`2.13.0`	indirect
PyPI	pyright	`—`	indirect
PyPI	pytest	`—`	indirect
PyPI	python-dotenv	`1.2.2`	indirect
PyPI	python-multipart	`0.0.32`	indirect
PyPI	pywin32	`312`	indirect
PyPI	radon	`6.0.1`	indirect
PyPI	referencing	`0.37.0`	indirect
PyPI	regex	`2026.6.28`	indirect
PyPI	requests	`2.34.2`	indirect
PyPI	rpds-py	`2026.6.3`	indirect
PyPI	ruff	`—`	indirect
PyPI	scalene	`2.3.0`	indirect
PyPI	setuptools	`—`	indirect
PyPI	sse-starlette	`3.4.5`	indirect
PyPI	starlette	`1.3.1`	indirect
PyPI	tiktoken	`0.13.0`	indirect
PyPI	types-jsonschema	`—`	indirect
PyPI	typing-extensions	`4.16.0`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	urllib3	`2.7.0`	indirect
PyPI	uvicorn	`0.51.0`	indirect
PyPI	xenon	`0.9.3`	indirect

Dependency advisories 8

This repository publishes no package the index resolves, so its own dependency graph was assessed — 343 packages, which also include development and test pins that never ship: 8 carry known advisories, of which 0 are direct. 9 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

Package	Version	Relation	Severity	Advisories	Fixed in
adm-zip	`0.5.18`	indirect	high	2	`0.6.0`
brace-expansion	`5.0.8`	indirect	high	1	`5.0.9`
fast-uri	`3.1.4`	indirect	high	5	`4.1.3`
js-yaml	`4.3.0`	indirect	high	2	`4.3.2`
sharp	`0.34.5`	indirect	high	2	`0.35.4`
cryptography	`49.0.0`	indirect	moderate	2	`50.0.0`
hono	`4.12.32`	indirect	moderate	7	`4.13.5`
qs	`6.15.3`	indirect	moderate	2	`6.16.0`

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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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

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

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