Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-05 02:47 UTC

tirth8205 / code-review-graph

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.

PythonMIT★ 28,505 stars⑂ 2,645 forkssince Feb 2026View on GitHub ↗

KindCommand-line toolMCP serverLibraryhow this is determined

#ai-coding #claude #claude-code #code-review #graphrag #incremental #knowledge-graph #llm #mcp #python #static-analysis #tree-sitter

tirth8205/code-review-graph holds a health index of 92 out of 100, placing it in the Excellent band. It scores highest on Community & Adoption (94/100) and lowest on Sustainability & Governance (62/100). It was last updated 2 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 78 is calibrated to 92 on the published index scale (record calibration 2026-08-02).

Ownership

Tirth KananiPersonal account

588 followers30 public repossince Jul 2020University of Birmingham

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	code-review-graph	2.3.7	-	35	18 days ago	ai-coding-tools code-review knowledge-graph mcp tree-sitter

Metrics by category

Vitality

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

87Excellent · 21% of overall

Development activity

79Good

How it's scored

36/36	Push recency — last push 2 days ago
15.2/36	Commit cadence — 22/52 weeks with commits
18/18	Commit volume — 911 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	911
human_commit_share	0.98
days_since_last_push	2
active_weeks_last_year	22

Release discipline

100Exceptional

How it's scored

27/27	Ships releases — 28 releases published
36/36	Release recency — latest release 18 days ago
27/27	Release cadence — a release every ~10.8 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	28
latest_release_tag	v2.3.7
releases_from_tags	no
days_since_latest_release	18
mean_days_between_releases	10.8

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

Community & Adoption

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

94Exceptional · 17% of overall

Popularity & adoption

96Exceptional

How it's scored

60/60	Stars — 28,505 stars
25/25	Forks — 2,645 forks
10.8/15	Watchers — 90 watchers

Inputs used

forks	2,645
stars	28,505
watchers	90
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

92Excellent

How it's scored

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

Inputs used

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

Sustainability & Governance

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

62Moderate · 23% of overall

Maintainer resilience (bus factor)

40Weak

How it's scored

9/54	Bus factor — 1 contributor(s) cover half of all commits
7.2/22.5	Commit distribution — top contributor authored 68% of commits
13.5/13.5	Contributor breadth — 99 contributors
10/10	OpenSSF Scorecard: Contributors — project has 24 contributing companies or organizations

Inputs used

bus_factor	1
contributors_sampled	99
top_contributor_share	0.68

Issue & PR responsiveness

52Moderate

How it's scored

34.9/42	Issue resolution — 83% of issues closed
16.1/30	PR acceptance — 254/474 decided PRs merged
0.9/13	Newcomer PR acceptance — 1/14 first-time contributors' PRs merged in 30d
0/15	OpenSSF Scorecard: Code-Review — Found 1/19 approved changesets -- score normalized to 0

Inputs used

merged_prs	254
open_issues	49
closed_issues	242
prs_merged_7d	15
prs_decided_7d	22
prs_merged_30d	31
prs_decided_30d	58
issue_closed_ratio	0.832
closed_unmerged_prs	220
first_time_authors_30d	10
first_time_prs_merged_30d	1
first_time_prs_decided_30d	14

Ownership & stewardship

66Good

How it's scored

10/30	Ownership backing — personal (user) account
0/20	Verified domain — not applicable to user accounts
19.9/25	Owner reach — 588 followers of tirth8205
22.9/25	Track record — 30 public repos, account ~6 yr old

Inputs used

followers	588
owner_type	User
is_verified	—
owner_login	tirth8205
public_repos	30
account_age_days	2,205

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 18 days ago
20/20	Version history — 35 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	code-review-graph
ecosystems	pypi
any_deprecated	no
min_days_since_publish	18

Engineering Quality

Are baseline engineering and documentation practices in place?

81Excellent · 19% of overall

Engineering practices

68Good

How it's scored

24/24	CI workflows — 5 workflow(s)
24/24	Tests present
0/16	Linter config
0/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 10 out of 10 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	no
has_precommit_config	no

Documentation

100Exceptional

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://code-review-graph.com
10/10	Repository description
10/10	Topics — 12 topics
10/10	Wiki

Inputs used

topics	ai-coding, claude, claude-code, code-review, graphrag, incremental, knowledge-graph, llm, mcp, python, static-analysis, tree-sitter
has_wiki	yes
homepage	https://code-review-graph.com
docs_site	https://code-review-graph.com
has_readme	yes
has_docs_dir	yes
has_description	yes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

72Good · 16% of overall

Security posture

65Good

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
3/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 10 out of 10 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 1/19 approved changesets -- score normalized to 0
2.5/2.5	Contributors — project has 24 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 17 issue activity found in the last 90 days -- score normalized to 10
0/5	Packaging — no data
0/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
4.5/5	SAST — SAST tool is not run on all commits -- score normalized to 9
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — no data
7.5/7.5	Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5	Vulnerabilities — 26 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	16
scorecard_version	v5.5.0
checks_inconclusive	2
scorecard_aggregate	6.5

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

Dependency advisories

100Exceptional

How it's scored

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

Inputs used

source	osv
advisories	0
affected_packages	0
assessed_packages	75
unassessed_packages	0
affected_by_severity	none
direct_affected_packages	0

Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:code-review-graph@2.3.7 runtime dependency closure — what installing the published package pulls in — 75 packages. Reachability is not analyzed.

AI Readiness

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

77Good · 4% of overall

Agent context & guidance

85Excellent

How it's scored

45/45	Agent instructions — .github/copilot-instructions.md, AGENTS.md, CLAUDE.md, GEMINI.md
0/15	Machine-readable docs (llms.txt)
40/40	Legible commit history — 82 of 98 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	0.837
agent_instruction_files	.github/copilot-instructions.md, AGENTS.md, CLAUDE.md, GEMINI.md
agent_instruction_max_bytes	10,445

Verify loop (build / test / typecheck)

61Moderate

How it's scored

0/18	One-command bootstrap
22/22	Automated tests
0/11	Lint / format config
11/11	Static type checking — code-review-graph-vscode/tsconfig.json, tests/fixtures/tsconfig.json
10/10	Reproducible environment — lockfile
10/10	Demonstrated agent practice — 22 of the last 100 commits agent-authored or agent-credited
8/8	Automated maintenance — 2 of the last 100 commits are automated dependency updates
0/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0

Inputs used

has_nix	no
has_tests	yes
lockfiles	package-lock.json, uv.lock
has_dockerfile	no
typed_language	no
bootstrap_files	—
has_devcontainer	no
has_linter_config	no
typecheck_configs	code-review-graph-vscode/tsconfig.json, tests/fixtures/tsconfig.json
agent_commit_share	0.22
toolchain_manifests	—
dependency_bot_commit_share	0.02

Code legibility for models

79Good

How it's scored

27/45	Type-checkable code — Python with type-check config (code-review-graph-vscode/tsconfig.json, tests/fixtures/tsconfig.json)
51.6/55	Manageable file sizes — 13/209 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	645,419
source_files_sampled	209
oversized_source_files	13

Machine-readable interfaces

100Exceptional

How it's scored

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

Inputs used

example_dirs	notebooks
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

28,505GitHub stars

99contributors

911commits, last 12 months

2days since last push

28releases

1bus factor

49open issues

npm, PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
First-time contributor figures cover 12 of 25 authors (cap 12)
Could not fetch npm package 'code-review-graph' from its registry

More detail

Star and fork history 0 ★ / 2,645 ⇿

0Stars

2,645Forks

5Releases

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.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

Major 0Minor 0Patch 5

OpenSSF Scorecard 6.5 / 10

6.5aggregate

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 · 2026-08-05 02:47 UTC

10	Binary-Artifacts	no binaries found in the repo
4	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	10 out of 10 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 1/19 approved changesets -- score normalized to 0
10	Contributors	project has 24 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 17 issue activity found in the last 90 days -- score normalized to 10
n/a	Packaging	packaging workflow not detected
0	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 0
9	SAST	SAST tool is not run on all commits -- score normalized to 9
10	Security-Policy	security policy file detected
n/a	Signed-Releases	no releases found
10	Token-Permissions	GitHub workflow tokens follow principle of least privilege
0	Vulnerabilities	26 existing vulnerabilities detected

Direct dependencies 10

Registry	Package	Version constraint	Manifest
npm	better-sqlite3	`^12.4.1`	code-review-graph-vscode/package.json
npm	d3	`^7.9.0`	code-review-graph-vscode/package.json
PyPI	mcp	`>=1.0.0,<3`	pyproject.toml
PyPI	fastmcp	`>=3.2.4,<4`	pyproject.toml
PyPI	tree-sitter	`>=0.23.0,<1`	pyproject.toml
PyPI	tree-sitter-language-pack	`>=0.3.0,<1`	pyproject.toml
PyPI	pyyaml	`>=6.0,<7`	pyproject.toml
PyPI	networkx	`>=3.2,<4`	pyproject.toml
PyPI	watchdog	`>=4.0.0,<7`	pyproject.toml
PyPI	tomli	`>=2.0.0,<3`	pyproject.toml

All dependencies 498

Full resolved dependency set from the GitHub dependency graph: 11 direct and 487 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
npm	better-sqlite3	`12.8.0`	direct
npm	d3	`7.9.0`	direct
PyPI	fastmcp	`3.4.5`	direct
PyPI	mcp	`1.29.0`	direct
PyPI	networkx	`3.4.2`	direct
PyPI	networkx	`3.6.1`	direct
PyPI	pyyaml	`6.0.3`	direct
PyPI	tomli	`2.4.1`	direct
PyPI	tree-sitter	`0.26.0`	direct
PyPI	tree-sitter-language-pack	`0.13.0`	direct
PyPI	watchdog	`6.0.0`	direct
npm	@azure/abort-controller	`2.1.2`	indirect
npm	@azure/core-auth	`1.10.1`	indirect
npm	@azure/core-client	`1.10.1`	indirect
npm	@azure/core-rest-pipeline	`1.23.0`	indirect
npm	@azure/core-tracing	`1.3.1`	indirect
npm	@azure/core-util	`1.13.1`	indirect
npm	@azure/identity	`4.13.0`	indirect
npm	@azure/logger	`1.3.0`	indirect
npm	@azure/msal-browser	`4.29.1`	indirect
npm	@azure/msal-common	`15.16.1`	indirect
npm	@azure/msal-node	`3.8.9`	indirect
npm	@esbuild/aix-ppc64	`0.20.2`	indirect
npm	@esbuild/android-arm	`0.20.2`	indirect
npm	@esbuild/android-arm64	`0.20.2`	indirect
npm	@esbuild/android-x64	`0.20.2`	indirect
npm	@esbuild/darwin-arm64	`0.20.2`	indirect
npm	@esbuild/darwin-x64	`0.20.2`	indirect
npm	@esbuild/freebsd-arm64	`0.20.2`	indirect
npm	@esbuild/freebsd-x64	`0.20.2`	indirect
npm	@esbuild/linux-arm	`0.20.2`	indirect
npm	@esbuild/linux-arm64	`0.20.2`	indirect
npm	@esbuild/linux-ia32	`0.20.2`	indirect
npm	@esbuild/linux-loong64	`0.20.2`	indirect
npm	@esbuild/linux-mips64el	`0.20.2`	indirect
npm	@esbuild/linux-ppc64	`0.20.2`	indirect
npm	@esbuild/linux-riscv64	`0.20.2`	indirect
npm	@esbuild/linux-s390x	`0.20.2`	indirect
npm	@esbuild/linux-x64	`0.20.2`	indirect
npm	@esbuild/netbsd-x64	`0.20.2`	indirect
npm	@esbuild/openbsd-x64	`0.20.2`	indirect
npm	@esbuild/sunos-x64	`0.20.2`	indirect
npm	@esbuild/win32-arm64	`0.20.2`	indirect
npm	@esbuild/win32-ia32	`0.20.2`	indirect
npm	@esbuild/win32-x64	`0.20.2`	indirect
npm	@types/better-sqlite3	`7.6.13`	indirect
npm	@types/d3	`7.4.3`	indirect
npm	@types/d3-array	`3.2.2`	indirect
npm	@types/d3-axis	`3.0.6`	indirect
npm	@types/d3-brush	`3.0.6`	indirect
npm	@types/d3-chord	`3.0.6`	indirect
npm	@types/d3-color	`3.1.3`	indirect
npm	@types/d3-contour	`3.0.6`	indirect
npm	@types/d3-delaunay	`6.0.4`	indirect
npm	@types/d3-dispatch	`3.0.7`	indirect
npm	@types/d3-drag	`3.0.7`	indirect
npm	@types/d3-dsv	`3.0.7`	indirect
npm	@types/d3-ease	`3.0.2`	indirect
npm	@types/d3-fetch	`3.0.7`	indirect
npm	@types/d3-force	`3.0.10`	indirect
npm	@types/d3-format	`3.0.4`	indirect
npm	@types/d3-geo	`3.1.0`	indirect
npm	@types/d3-hierarchy	`3.1.7`	indirect
npm	@types/d3-interpolate	`3.0.4`	indirect
npm	@types/d3-path	`3.1.1`	indirect
npm	@types/d3-polygon	`3.0.2`	indirect
npm	@types/d3-quadtree	`3.0.6`	indirect
npm	@types/d3-random	`3.0.3`	indirect
npm	@types/d3-scale	`4.0.9`	indirect
npm	@types/d3-scale-chromatic	`3.1.0`	indirect
npm	@types/d3-selection	`3.0.11`	indirect
npm	@types/d3-shape	`3.1.8`	indirect
npm	@types/d3-time	`3.0.4`	indirect
npm	@types/d3-time-format	`4.0.3`	indirect
npm	@types/d3-timer	`3.0.2`	indirect
npm	@types/d3-transition	`3.0.9`	indirect
npm	@types/d3-zoom	`3.0.8`	indirect
npm	@types/geojson	`7946.0.16`	indirect
npm	@types/node	`20.19.37`	indirect
npm	@types/vscode	`1.110.0`	indirect
npm	@typespec/ts-http-runtime	`0.3.4`	indirect
npm	@vscode/test-electron	`2.5.2`	indirect
npm	@vscode/vsce	`2.32.0`	indirect
npm	@vscode/vsce-sign	`2.0.9`	indirect
npm	@vscode/vsce-sign-alpine-arm64	`2.0.6`	indirect
npm	@vscode/vsce-sign-alpine-x64	`2.0.6`	indirect
npm	@vscode/vsce-sign-darwin-arm64	`2.0.6`	indirect
npm	@vscode/vsce-sign-darwin-x64	`2.0.6`	indirect
npm	@vscode/vsce-sign-linux-arm	`2.0.6`	indirect
npm	@vscode/vsce-sign-linux-arm64	`2.0.6`	indirect
npm	@vscode/vsce-sign-linux-x64	`2.0.6`	indirect
npm	@vscode/vsce-sign-win32-arm64	`2.0.6`	indirect
npm	@vscode/vsce-sign-win32-x64	`2.0.6`	indirect
npm	agent-base	`7.1.4`	indirect
npm	ansi-regex	`6.2.2`	indirect
npm	ansi-styles	`3.2.1`	indirect
npm	argparse	`2.0.1`	indirect
npm	asynckit	`0.4.0`	indirect
npm	azure-devops-node-api	`12.5.0`	indirect
npm	balanced-match	`1.0.2`	indirect
npm	base64-js	`1.5.1`	indirect
npm	bindings	`1.5.0`	indirect
npm	bl	`4.1.0`	indirect
npm	boolbase	`1.0.0`	indirect
npm	brace-expansion	`1.1.12`	indirect
npm	buffer	`5.7.1`	indirect
npm	buffer-crc32	`0.2.13`	indirect
npm	buffer-equal-constant-time	`1.0.1`	indirect
npm	bundle-name	`4.1.0`	indirect
npm	call-bind-apply-helpers	`1.0.2`	indirect
npm	call-bound	`1.0.4`	indirect
npm	chalk	`2.4.2`	indirect
npm	chalk	`5.6.2`	indirect
npm	cheerio	`1.2.0`	indirect
npm	cheerio-select	`2.1.0`	indirect
npm	chownr	`1.1.4`	indirect
npm	cli-cursor	`5.0.0`	indirect
npm	cli-spinners	`2.9.2`	indirect
npm	cockatiel	`3.2.1`	indirect
npm	color-convert	`1.9.3`	indirect
npm	color-name	`1.1.3`	indirect
npm	combined-stream	`1.0.8`	indirect
npm	commander	`6.2.1`	indirect
npm	commander	`7.2.0`	indirect
npm	concat-map	`0.0.1`	indirect
npm	core-util-is	`1.0.3`	indirect
npm	css-select	`5.2.2`	indirect
npm	css-what	`6.2.2`	indirect
npm	d3-array	`3.2.4`	indirect
npm	d3-axis	`3.0.0`	indirect
npm	d3-brush	`3.0.0`	indirect
npm	d3-chord	`3.0.1`	indirect
npm	d3-color	`3.1.0`	indirect
npm	d3-contour	`4.0.2`	indirect
npm	d3-delaunay	`6.0.4`	indirect
npm	d3-dispatch	`3.0.1`	indirect
npm	d3-drag	`3.0.0`	indirect
npm	d3-dsv	`3.0.1`	indirect
npm	d3-ease	`3.0.1`	indirect
npm	d3-fetch	`3.0.1`	indirect
npm	d3-force	`3.0.0`	indirect
npm	d3-format	`3.1.2`	indirect
npm	d3-geo	`3.1.1`	indirect
npm	d3-hierarchy	`3.1.2`	indirect
npm	d3-interpolate	`3.0.1`	indirect
npm	d3-path	`3.1.0`	indirect
npm	d3-polygon	`3.0.1`	indirect
npm	d3-quadtree	`3.0.1`	indirect
npm	d3-random	`3.0.1`	indirect
npm	d3-scale	`4.0.2`	indirect
npm	d3-scale-chromatic	`3.1.0`	indirect
npm	d3-selection	`3.0.0`	indirect
npm	d3-shape	`3.2.0`	indirect
npm	d3-time	`3.1.0`	indirect
npm	d3-time-format	`4.1.0`	indirect
npm	d3-timer	`3.0.1`	indirect
npm	d3-transition	`3.0.1`	indirect
npm	d3-zoom	`3.0.0`	indirect
npm	debug	`4.4.3`	indirect
npm	decompress-response	`6.0.0`	indirect
npm	deep-extend	`0.6.0`	indirect
npm	default-browser	`5.5.0`	indirect
npm	default-browser-id	`5.0.1`	indirect
npm	define-lazy-prop	`3.0.0`	indirect
npm	delaunator	`5.0.1`	indirect
npm	delayed-stream	`1.0.0`	indirect
npm	detect-libc	`2.1.2`	indirect
npm	dom-serializer	`2.0.0`	indirect
npm	domelementtype	`2.3.0`	indirect
npm	domhandler	`5.0.3`	indirect
npm	domutils	`3.2.2`	indirect
npm	dunder-proto	`1.0.1`	indirect
npm	ecdsa-sig-formatter	`1.0.11`	indirect
npm	emoji-regex	`10.6.0`	indirect
npm	encoding-sniffer	`0.2.1`	indirect
npm	end-of-stream	`1.4.5`	indirect
npm	entities	`2.1.0`	indirect
npm	entities	`4.5.0`	indirect
npm	entities	`6.0.1`	indirect
npm	entities	`7.0.1`	indirect
npm	es-define-property	`1.0.1`	indirect
npm	es-errors	`1.3.0`	indirect
npm	es-object-atoms	`1.1.1`	indirect
npm	es-set-tostringtag	`2.1.0`	indirect
npm	esbuild	`0.20.2`	indirect
npm	escape-string-regexp	`1.0.5`	indirect
npm	expand-template	`2.0.3`	indirect
npm	fd-slicer	`1.1.0`	indirect
npm	file-uri-to-path	`1.0.0`	indirect
npm	form-data	`4.0.5`	indirect
npm	fs-constants	`1.0.0`	indirect
npm	fs.realpath	`1.0.0`	indirect
npm	function-bind	`1.1.2`	indirect
npm	get-east-asian-width	`1.5.0`	indirect
npm	get-intrinsic	`1.3.0`	indirect
npm	get-proto	`1.0.1`	indirect
npm	github-from-package	`0.0.0`	indirect
npm	glob	`7.2.3`	indirect
npm	gopd	`1.2.0`	indirect
npm	has-flag	`3.0.0`	indirect
npm	has-symbols	`1.1.0`	indirect
npm	has-tostringtag	`1.0.2`	indirect
npm	hasown	`2.0.2`	indirect
npm	hosted-git-info	`4.1.0`	indirect
npm	htmlparser2	`10.1.0`	indirect
npm	http-proxy-agent	`7.0.2`	indirect
npm	https-proxy-agent	`7.0.6`	indirect
npm	iconv-lite	`0.6.3`	indirect
npm	ieee754	`1.2.1`	indirect
npm	immediate	`3.0.6`	indirect
npm	inflight	`1.0.6`	indirect
npm	inherits	`2.0.4`	indirect
npm	ini	`1.3.8`	indirect
npm	internmap	`2.0.3`	indirect
npm	is-docker	`3.0.0`	indirect
npm	is-inside-container	`1.0.0`	indirect
npm	is-interactive	`2.0.0`	indirect
npm	is-unicode-supported	`1.3.0`	indirect
npm	is-unicode-supported	`2.1.0`	indirect
npm	is-wsl	`3.1.1`	indirect
npm	isarray	`1.0.0`	indirect
npm	jsonc-parser	`3.3.1`	indirect
npm	jsonwebtoken	`9.0.3`	indirect
npm	jszip	`3.10.1`	indirect
npm	jwa	`2.0.1`	indirect
npm	jws	`4.0.1`	indirect
npm	keytar	`7.9.0`	indirect
npm	leven	`3.1.0`	indirect
npm	lie	`3.3.0`	indirect
npm	linkify-it	`3.0.3`	indirect
npm	lodash.includes	`4.3.0`	indirect
npm	lodash.isboolean	`3.0.3`	indirect
npm	lodash.isinteger	`4.0.4`	indirect
npm	lodash.isnumber	`3.0.3`	indirect
npm	lodash.isplainobject	`4.0.6`	indirect
npm	lodash.isstring	`4.0.1`	indirect
npm	lodash.once	`4.1.1`	indirect
npm	log-symbols	`6.0.0`	indirect
npm	lru-cache	`6.0.0`	indirect
npm	markdown-it	`12.3.2`	indirect
npm	math-intrinsics	`1.1.0`	indirect
npm	mdurl	`1.0.1`	indirect
npm	mime	`1.6.0`	indirect
npm	mime-db	`1.52.0`	indirect
npm	mime-types	`2.1.35`	indirect
npm	mimic-function	`5.0.1`	indirect
npm	mimic-response	`3.1.0`	indirect
npm	minimatch	`3.1.5`	indirect
npm	minimist	`1.2.8`	indirect
npm	mkdirp-classic	`0.5.3`	indirect
npm	ms	`2.1.3`	indirect
npm	mute-stream	`0.0.8`	indirect
npm	napi-build-utils	`2.0.0`	indirect
npm	node-abi	`3.89.0`	indirect
npm	node-addon-api	`4.3.0`	indirect
npm	nth-check	`2.1.1`	indirect
npm	object-inspect	`1.13.4`	indirect
npm	once	`1.4.0`	indirect
npm	onetime	`7.0.0`	indirect
npm	open	`10.2.0`	indirect
npm	ora	`8.2.0`	indirect
npm	pako	`1.0.11`	indirect
npm	parse-semver	`1.1.1`	indirect
npm	parse5	`7.3.0`	indirect
npm	parse5-htmlparser2-tree-adapter	`7.1.0`	indirect
npm	parse5-parser-stream	`7.1.2`	indirect
npm	path-is-absolute	`1.0.1`	indirect
npm	pend	`1.2.0`	indirect
npm	prebuild-install	`7.1.3`	indirect
npm	process-nextick-args	`2.0.1`	indirect
npm	pump	`3.0.4`	indirect
npm	qs	`6.15.0`	indirect
npm	rc	`1.2.8`	indirect
npm	read	`1.0.7`	indirect
npm	readable-stream	`2.3.8`	indirect
npm	readable-stream	`3.6.2`	indirect
npm	restore-cursor	`5.1.0`	indirect
npm	robust-predicates	`3.0.2`	indirect
npm	run-applescript	`7.1.0`	indirect
npm	rw	`1.3.3`	indirect
npm	safe-buffer	`5.1.2`	indirect
npm	safe-buffer	`5.2.1`	indirect
npm	safer-buffer	`2.1.2`	indirect
npm	sax	`1.5.0`	indirect
npm	semver	`5.7.2`	indirect
npm	semver	`7.7.4`	indirect
npm	setimmediate	`1.0.5`	indirect
npm	side-channel	`1.1.0`	indirect
npm	side-channel-list	`1.0.0`	indirect
npm	side-channel-map	`1.0.1`	indirect
npm	side-channel-weakmap	`1.0.2`	indirect
npm	signal-exit	`4.1.0`	indirect
npm	simple-concat	`1.0.1`	indirect
npm	simple-get	`4.0.1`	indirect
npm	stdin-discarder	`0.2.2`	indirect
npm	string-width	`7.2.0`	indirect
npm	string_decoder	`1.1.1`	indirect
npm	strip-ansi	`7.2.0`	indirect
npm	strip-json-comments	`2.0.1`	indirect
npm	supports-color	`5.5.0`	indirect
npm	tar-fs	`2.1.4`	indirect
npm	tar-stream	`2.2.0`	indirect
npm	tmp	`0.2.5`	indirect
npm	tslib	`2.8.1`	indirect
npm	tunnel	`0.0.6`	indirect
npm	tunnel-agent	`0.6.0`	indirect
npm	typed-rest-client	`1.8.11`	indirect
npm	typescript	`5.9.3`	indirect
npm	uc.micro	`1.0.6`	indirect
npm	underscore	`1.13.8`	indirect
npm	undici	`7.24.4`	indirect
npm	undici-types	`6.21.0`	indirect
npm	url-join	`4.0.1`	indirect
npm	util-deprecate	`1.0.2`	indirect
npm	uuid	`8.3.2`	indirect
npm	whatwg-encoding	`3.1.1`	indirect
npm	whatwg-mimetype	`4.0.0`	indirect
npm	wrappy	`1.0.2`	indirect
npm	wsl-utils	`0.1.0`	indirect
npm	xml2js	`0.5.0`	indirect
npm	xmlbuilder	`11.0.1`	indirect
npm	yallist	`4.0.0`	indirect
npm	yauzl	`2.10.0`	indirect
npm	yazl	`2.5.1`	indirect
PyPI	aiofile	`3.11.1`	indirect
PyPI	aiofile	`3.9.0`	indirect
PyPI	annotated-doc	`0.0.5`	indirect
PyPI	annotated-types	`0.8.0`	indirect
PyPI	anyio	`4.14.2`	indirect
PyPI	ast-serialize	`0.6.0`	indirect
PyPI	attrs	`26.1.0`	indirect
PyPI	authlib	`1.7.2`	indirect
PyPI	backports-asyncio-runner	`1.2.0`	indirect
PyPI	backports-tarfile	`1.2.0`	indirect
PyPI	beartype	`0.22.9`	indirect
PyPI	cachetools	`7.1.6`	indirect
PyPI	caio	`0.9.25`	indirect
PyPI	certifi	`2026.7.22`	indirect
PyPI	cffi	`2.1.0`	indirect
PyPI	charset-normalizer	`3.4.9`	indirect
PyPI	click	`8.4.2`	indirect
PyPI	code-review-graph	`2.3.7`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	contourpy	`1.3.2`	indirect
PyPI	contourpy	`1.3.3`	indirect
PyPI	coverage	`7.15.2`	indirect
PyPI	cryptography	`49.0.0`	indirect
PyPI	cuda-bindings	`13.3.1`	indirect
PyPI	cuda-pathfinder	`1.6.0`	indirect
PyPI	cuda-toolkit	`13.0.3.0`	indirect
PyPI	cycler	`0.12.1`	indirect
PyPI	cyclopts	`4.22.3`	indirect
PyPI	dnspython	`2.8.0`	indirect
PyPI	docstring-parser	`0.18.0`	indirect
PyPI	email-validator	`2.3.0`	indirect
PyPI	exceptiongroup	`1.3.1`	indirect
PyPI	fastmcp-slim	`3.4.5`	indirect
PyPI	filelock	`3.32.2`	indirect
PyPI	fonttools	`4.63.0`	indirect
PyPI	fsspec	`2026.7.0`	indirect
PyPI	google-ai-generativelanguage	`0.6.15`	indirect
PyPI	google-api-core	`2.25.2`	indirect
PyPI	google-api-python-client	`2.198.0`	indirect
PyPI	google-auth	`2.56.2`	indirect
PyPI	google-auth-httplib2	`0.4.0`	indirect
PyPI	google-generativeai	`0.8.6`	indirect
PyPI	googleapis-common-protos	`1.75.0`	indirect
PyPI	griffelib	`2.1.0`	indirect
PyPI	grpcio	`1.83.0`	indirect
PyPI	grpcio-status	`1.71.2`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	hf-xet	`1.5.2`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httplib2	`0.32.0`	indirect
PyPI	httpx	`0.28.1`	indirect
PyPI	httpx-sse	`0.4.3`	indirect
PyPI	huggingface-hub	`1.26.0`	indirect
PyPI	idna	`3.18`	indirect
PyPI	igraph	`1.0.0`	indirect
PyPI	importlib-metadata	`9.0.0`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	jaraco-classes	`3.4.0`	indirect
PyPI	jaraco-context	`6.1.2`	indirect
PyPI	jaraco-functools	`4.6.0`	indirect
PyPI	jedi	`0.20.0`	indirect
PyPI	jeepney	`0.9.0`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	joblib	`1.5.3`	indirect
PyPI	joserfc	`1.7.4`	indirect
PyPI	jsonref	`1.1.0`	indirect
PyPI	jsonschema	`4.26.0`	indirect
PyPI	jsonschema-path	`0.5.0`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	keyring	`25.7.0`	indirect
PyPI	kiwisolver	`1.5.0`	indirect
PyPI	librt	`0.13.0`	indirect
PyPI	markdown-it-py	`4.2.0`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	matplotlib	`3.10.9`	indirect
PyPI	matplotlib	`3.11.1`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	more-itertools	`11.1.0`	indirect
PyPI	mpmath	`1.3.0`	indirect
PyPI	mypy	`2.3.0`	indirect
PyPI	mypy-extensions	`1.1.0`	indirect
PyPI	narwhals	`2.24.0`	indirect
PyPI	numpy	`2.2.6`	indirect
PyPI	numpy	`2.4.6`	indirect
PyPI	numpy	`2.5.1`	indirect
PyPI	nvidia-cublas	`13.1.1.3`	indirect
PyPI	nvidia-cuda-cupti	`13.0.85`	indirect
PyPI	nvidia-cuda-nvrtc	`13.0.88`	indirect
PyPI	nvidia-cuda-runtime	`13.0.96`	indirect
PyPI	nvidia-cudnn-cu13	`9.20.0.48`	indirect
PyPI	nvidia-cufft	`12.0.0.61`	indirect
PyPI	nvidia-cufile	`1.15.1.6`	indirect
PyPI	nvidia-curand	`10.4.0.35`	indirect
PyPI	nvidia-cusolver	`12.0.4.66`	indirect
PyPI	nvidia-cusparse	`12.6.3.3`	indirect
PyPI	nvidia-cusparselt-cu13	`0.8.1`	indirect
PyPI	nvidia-nccl-cu13	`2.29.7`	indirect
PyPI	nvidia-nvjitlink	`13.3.33`	indirect
PyPI	nvidia-nvshmem-cu13	`3.4.5`	indirect
PyPI	nvidia-nvtx	`13.0.85`	indirect
PyPI	ollama	`0.6.2`	indirect
PyPI	openapi-pydantic	`0.5.1`	indirect
PyPI	opentelemetry-api	`1.44.0`	indirect
PyPI	packaging	`26.2`	indirect
PyPI	parso	`0.8.7`	indirect
PyPI	pathable	`0.6.0`	indirect
PyPI	pathspec	`1.1.1`	indirect
PyPI	pillow	`12.3.0`	indirect
PyPI	platformdirs	`4.11.0`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	proto-plus	`1.28.2`	indirect
PyPI	protobuf	`5.29.6`	indirect
PyPI	py-key-value-aio	`0.4.5`	indirect
PyPI	pyasn1	`0.6.4`	indirect
PyPI	pyasn1-modules	`0.4.2`	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	pygments	`2.20.0`	indirect
PyPI	pyjwt	`2.13.0`	indirect
PyPI	pyparsing	`3.3.2`	indirect
PyPI	pyperclip	`1.11.0`	indirect
PyPI	pytest	`8.4.2`	indirect
PyPI	pytest-asyncio	`1.4.0`	indirect
PyPI	pytest-cov	`7.1.0`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-dotenv	`1.2.2`	indirect
PyPI	python-multipart	`0.0.32`	indirect
PyPI	pywin32	`312`	indirect
PyPI	pywin32-ctypes	`0.2.3`	indirect
PyPI	referencing	`0.37.0`	indirect
PyPI	regex	`2026.7.19`	indirect
PyPI	requests	`2.34.2`	indirect
PyPI	rich	`15.0.0`	indirect
PyPI	rich-rst	`2.1.0`	indirect
PyPI	rpds-py	`0.30.0`	indirect
PyPI	rpds-py	`2026.6.3`	indirect
PyPI	ruff	`0.16.1`	indirect
PyPI	safetensors	`0.8.0`	indirect
PyPI	scikit-learn	`1.7.2`	indirect
PyPI	scikit-learn	`1.9.0`	indirect
PyPI	scipy	`1.15.3`	indirect
PyPI	scipy	`1.17.1`	indirect
PyPI	scipy	`1.18.0`	indirect
PyPI	secretstorage	`3.5.0`	indirect
PyPI	sentence-transformers	`5.6.1`	indirect
PyPI	setuptools	`83.0.0`	indirect
PyPI	shellingham	`1.5.4`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	sse-starlette	`3.4.6`	indirect
PyPI	starlette	`1.3.1`	indirect
PyPI	sympy	`1.14.0`	indirect
PyPI	texttable	`1.7.0`	indirect
PyPI	threadpoolctl	`3.6.0`	indirect
PyPI	tokenizers	`0.22.2`	indirect
PyPI	torch	`2.13.0`	indirect
PyPI	tqdm	`4.70.0`	indirect
PyPI	transformers	`5.14.1`	indirect
PyPI	tree-sitter-c-sharp	`0.23.5`	indirect
PyPI	tree-sitter-embedded-template	`0.25.0`	indirect
PyPI	tree-sitter-yaml	`0.7.2`	indirect
PyPI	triton	`3.7.1`	indirect
PyPI	typer	`0.27.0`	indirect
PyPI	typing-extensions	`4.16.0`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	uncalled-for	`0.3.2`	indirect
PyPI	uritemplate	`4.2.0`	indirect
PyPI	urllib3	`2.7.0`	indirect
PyPI	uvicorn	`0.52.0`	indirect
PyPI	watchfiles	`1.2.0`	indirect
PyPI	websockets	`16.1.1`	indirect
PyPI	websockets	`17.0`	indirect
PyPI	zipp	`4.1.0`	indirect

Dependency advisories 0

Installing pypi:code-review-graph@2.3.7 pulls in 75 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

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

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Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

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 v0.31.0 — full methodology · metrics wiki.

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

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Score profile

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