Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-16 19:11 UTC

HKUDS / Vibe-Trading

"Vibe-Trading: Your Personal Trading Agent"

PythonMIT★ 33,564 stars⑂ 5,475 forkssince Apr 2026View on GitHub ↗

KindMCP serverCommand-line toolNetwork serviceWeb interfacehow this is determined

#backtesting #multi-agent #quantitative-finance #trading #ai-agent #algorithmic-trading #fintech #llm #mcp #python

HKUDS/Vibe-Trading holds a health index of 94 out of 100, placing it in the Exceptional band. It scores highest on Engineering Quality (94/100) and lowest on AI Readiness (58/100). It was last updated today. A single contributor accounts for most of its recent work.

overall / 100

Exceptional

Software health index

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

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

Excellent80-92Strong across the board; minor gaps

Good65-79Healthy; gaps are limited and manageable

Moderate50-64Acceptable with notable gaps; review recommended

Weak35-49Material weaknesses across several areas

At Risk20-34Significant weaknesses; adoption warrants caution

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

Score profile

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

The weighted overall 80 is calibrated to 94 on the published index scale (record calibration 2026-08-02).

Ownership

✨Data Intelligence Lab@HKU✨Organization

13,525 followers92 public repossince Nov 2022

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	vibe-trading-ai	0.1.15	31,324	16	7 days ago	finance trading backtesting agent swarm quantitative

Metrics by category

Vitality

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

85Excellent · 21% of overall

Development activity

81Excellent

How it's scored

36/36	Push recency — last push 0 days ago
16.6/36	Commit cadence — 24/52 weeks with commits
18/18	Commit volume — 2,269 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	2,269
human_commit_share	1
days_since_last_push	0
active_weeks_last_year	24

Release discipline

90Excellent

How it's scored

27/27	Ships releases — 12 releases published
36/36	Release recency — latest release 7 days ago
27/27	Release cadence — a release every ~14.9 days
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Inputs used

releases_count	12
latest_release_tag	v0.1.15
releases_from_tags	no
days_since_latest_release	7
mean_days_between_releases	14.9

Community & Adoption

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

90Excellent · 17% of overall

Popularity & adoption

98Exceptional

How it's scored

60/60	Stars — 33,564 stars
25/25	Forks — 5,475 forks
12.5/15	Watchers — 176 watchers

Inputs used

forks	5,475
stars	33,564
watchers	176
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	8
has_contributing	yes
has_issue_template	no
has_code_of_conduct	yes
readme_badge_services	shields.io
has_pull_request_template	yes

Ecosystem adoption (downloads)

75Good

How it's scored

59.9/80	Monthly downloads — 31,324 downloads/month across pypi
0/20	Registry dependents — not reported by this ecosystem

Inputs used

packages	vibe-trading-ai
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	31,324
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?

71Good · 23% of overall

Maintainer resilience (bus factor)

43Weak

How it's scored

9/54	Bus factor — 1 contributor(s) cover half of all commits
10.1/22.5	Commit distribution — top contributor authored 55% of commits
13.5/13.5	Contributor breadth — 99 contributors
10/10	OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations

Inputs used

bus_factor	1
contributors_sampled	99
top_contributor_share	0.55

Issue & PR responsiveness

76Good

How it's scored

40.5/42	Issue resolution — 96% of issues closed
22/30	PR acceptance — 754/1,026 decided PRs merged
10.1/13	Newcomer PR acceptance — 7/9 first-time contributors' PRs merged in 30d
3/15	OpenSSF Scorecard: Code-Review — Found 5/25 approved changesets -- score normalized to 2

Inputs used

merged_prs	754
open_issues	14
closed_issues	372
prs_merged_7d	22
prs_decided_7d	34
prs_merged_30d	48
prs_decided_30d	60
issue_closed_ratio	0.964
closed_unmerged_prs	272
first_time_authors_30d	6
first_time_prs_merged_30d	7
first_time_prs_decided_30d	9

Ownership & stewardship

76Good

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain
25/25	Owner reach — 13,525 followers of HKUDS
20.7/25	Track record — 92 public repos, account ~3 yr old

Inputs used

followers	13,525
owner_type	Organization
is_verified	no
owner_login	HKUDS
public_repos	92
account_age_days	1,402

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 1 package(s) on pypi
35/35	Publish recency — latest publish 7 days ago
20/20	Version history — 16 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	vibe-trading-ai
ecosystems	pypi
any_deprecated	no
min_days_since_publish	7

Engineering Quality

Are baseline engineering and documentation practices in place?

94Exceptional · 19% of overall

Engineering practices

90Excellent

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
6.4/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 5 out of 5 merged PRs checked by a CI test -- score normalized to 10

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	yes
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://vibetrading.wiki/
10/10	Repository description
10/10	Topics — 10 topics
10/10	Wiki

Inputs used

topics	backtesting, multi-agent, quantitative-finance, trading, ai-agent, algorithmic-trading, fintech, llm, mcp, python
has_wiki	yes
homepage	https://vibetrading.wiki/
docs_site	https://vibetrading.wiki/
has_readme	yes
has_docs_dir	yes
has_description	yes

Security

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

66Good · 16% of overall

Security posture

57Moderate

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 — 5 out of 5 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
1.5/7.5	Code-Review — Found 5/25 approved changesets -- score normalized to 2
2.5/2.5	Contributors — project has 6 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 26 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
4/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
0/5	SAST — SAST tool is not run on all commits -- score normalized to 0
5/5	Security-Policy — security policy file 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 — 13 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	17
scorecard_version	v5.5.0
checks_inconclusive	1
scorecard_aggregate	5.7

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
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	180
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:vibe-trading-ai@0.1.15 runtime dependency closure — what installing the published package pulls in — 180 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.

58Moderate · 4% of overall

Agent context & guidance

40Weak

How it's scored

0/45	Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15	Machine-readable docs (llms.txt)
40/40	Legible commit history — 98 of 100 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	0.98
agent_instruction_files	—
agent_instruction_max_bytes	—

Verify loop (build / test / typecheck)

77Good

How it's scored

0/18	One-command bootstrap
22/22	Automated tests
11/11	Lint / format config — pyproject.toml ([tool.ruff])
11/11	Static type checking — desktop/electron/tsconfig.json, frontend/src/i18n/locales/tsconfig.json, frontend/tsconfig.json
10/10	Reproducible environment — devcontainer, Dockerfile, lockfile
10/10	Demonstrated agent practice — 11 of the last 100 commits agent-authored or agent-credited
5/8	Automated maintenance — dependency automation configured, none observed in the sampled commits
8/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8

Inputs used

has_nix	no
has_tests	yes
lockfiles	package-lock.json
has_dockerfile	yes
typed_language	no
bootstrap_files	—
has_devcontainer	yes
has_linter_config	yes
typecheck_configs	desktop/electron/tsconfig.json, frontend/src/i18n/locales/tsconfig.json, frontend/tsconfig.json
agent_commit_share	0.11
toolchain_manifests	—
dependency_bot_commit_share	0

Code legibility for models

81Excellent

How it's scored

27/45	Type-checkable code — Python with type-check config (desktop/electron/tsconfig.json, frontend/src/i18n/locales/tsconfig.json, frontend/tsconfig.json)
54.4/55	Manageable file sizes — 21/1,954 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	258,905
source_files_sampled	1,954
oversized_source_files	21

Machine-readable interfaces

20At Risk

How it's scored

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

Inputs used

example_dirs	—
has_mcp_signal	yes
api_schema_files	—
interfaces_expected_of	network-service

Key facts

33,564GitHub stars

99contributors

2,269commits, last 12 months

0days since last push

12releases

1bus factor

14open 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 17 authors (cap 12)
pypi download statistics for 'vibe-trading-ai' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced
pypi download figures for vibe-trading-ai carried forward from the previous scan (stats endpoint unavailable this scan)

More detail

Star and fork history 0 ★ / 5,475 ⇿

0Stars

5,475Forks

3Releases

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 3

OpenSSF Scorecard 5.7 / 10

5.7aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-09-16 19:09 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	5 out of 5 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
2	Code-Review	Found 5/25 approved changesets -- score normalized to 2
10	Contributors	project has 6 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 26 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
8	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 8
0	SAST	SAST tool is not run on all commits -- score normalized to 0
10	Security-Policy	security policy file 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	13 existing vulnerabilities detected

Direct dependencies 65

Registry	Package	Version constraint	Manifest
npm	@fontsource/inter	`^5.3.0`	frontend/package.json
npm	@fontsource/jetbrains-mono	`^5.3.0`	frontend/package.json
npm	clsx	`^2.1.0`	frontend/package.json
npm	echarts	`^6.1.0`	frontend/package.json
npm	highlight.js	`^11.12.0`	frontend/package.json
npm	i18next	`^26.4.0`	frontend/package.json
npm	i18next-browser-languagedetector	`^8.2.1`	frontend/package.json
npm	katex	`^0.18.4`	frontend/package.json
npm	lucide-react	`^1.37.0`	frontend/package.json
npm	react	`^19.2.8`	frontend/package.json
npm	react-dom	`^19.2.8`	frontend/package.json
npm	react-i18next	`^17.0.12`	frontend/package.json
npm	react-markdown	`^9.0.0`	frontend/package.json
npm	react-router	`^8.3.1`	frontend/package.json
npm	rehype-highlight	`^7.0.0`	frontend/package.json
npm	rehype-katex	`^7.0.1`	frontend/package.json
npm	remark-gfm	`^4.0.1`	frontend/package.json
npm	remark-math	`^6.0.0`	frontend/package.json
npm	sonner	`^2.0.8`	frontend/package.json
npm	tailwind-merge	`^3.6.0`	frontend/package.json
npm	zustand	`^5.0.15`	frontend/package.json
PyPI	rich	`>=13.0.0`	pyproject.toml
PyPI	pyyaml	`>=6.0.0`	pyproject.toml
PyPI	langchain	`>=1.3.9,<2`	pyproject.toml
PyPI	langchain-core	`>=1.0.0,<2`	pyproject.toml
PyPI	langchain-openai	`>=1.0.0,<2`	pyproject.toml
PyPI	langgraph	`>=1.2.5,<1.3`	pyproject.toml
PyPI	langgraph-checkpoint	`>=2.1.0,<5`	pyproject.toml
PyPI	python-dotenv	`>=1.0.0`	pyproject.toml
PyPI	httpx	`>=0.28.0`	pyproject.toml
PyPI	h2	`>=4.4.1`	pyproject.toml
PyPI	defusedxml	`>=0.7.1`	pyproject.toml
PyPI	oauth-cli-kit	`>=0.1.3`	pyproject.toml
PyPI	pandas	`>=2.0.0,<3.0.0`	pyproject.toml
PyPI	openpyxl	`>=3.1.0`	pyproject.toml
PyPI	python-docx	`>=1.1.0`	pyproject.toml
PyPI	python-pptx	`>=0.6.23`	pyproject.toml
PyPI	pypdfium2	`>=4.0.0`	pyproject.toml
PyPI	Pillow	`>=12.2.0`	pyproject.toml
PyPI	numpy	`>=1.24.0`	pyproject.toml
PyPI	scipy	`>=1.10.0`	pyproject.toml
PyPI	bottleneck	`>=1.3.7`	pyproject.toml
PyPI	duckdb	`>=1.2.0`	pyproject.toml
PyPI	scikit-learn	`>=1.3.0`	pyproject.toml
PyPI	joblib	`>=1.3.0`	pyproject.toml
PyPI	tushare	`>=1.2.89`	pyproject.toml
PyPI	requests	`>=2.31.0`	pyproject.toml
PyPI	yfinance	`>=0.2.30`	pyproject.toml
PyPI	akshare	`>=1.12.0`	pyproject.toml
PyPI	ccxt	`>=4.5.71`	pyproject.toml
PyPI	aiohttp	`>=3.14.3`	pyproject.toml
PyPI	cryptography	`>=50.0.0`	pyproject.toml
PyPI	fastapi	`>=0.104.0`	pyproject.toml
PyPI	uvicorn	`>=0.24.0`	pyproject.toml
PyPI	websockets	`>=12.0`	pyproject.toml
PyPI	pydantic	`>=2.0.0`	pyproject.toml
PyPI	python-multipart	`>=0.0.18`	pyproject.toml
PyPI	sse-starlette	`>=1.6.0`	pyproject.toml
PyPI	fastmcp	`>=2.14.0,<4.0.0`	pyproject.toml
PyPI	mcp	`<1.30`	pyproject.toml
PyPI	ddgs	`>=6.0.0`	pyproject.toml
PyPI	jinja2	`>=3.1.0`	pyproject.toml
PyPI	matplotlib	`>=3.7.0`	pyproject.toml
PyPI	weasyprint	`>=60.0`	pyproject.toml
PyPI	prompt_toolkit	`>=3.0.0`	pyproject.toml

All dependencies 976

Full resolved dependency set from the GitHub dependency graph: 129 direct and 847 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
npm	@fontsource/inter	`5.3.0`	direct
npm	@fontsource/jetbrains-mono	`5.3.0`	direct
npm	clsx	`2.1.1`	direct
npm	echarts	`6.1.0`	direct
npm	highlight.js	`11.11.2`	direct
npm	highlight.js	`11.12.0`	direct
npm	i18next	`26.4.0`	direct
npm	i18next-browser-languagedetector	`8.2.1`	direct
npm	katex	`0.16.47`	direct
npm	katex	`0.18.4`	direct
npm	lucide-react	`1.37.0`	direct
npm	react	`19.2.8`	direct
npm	react-dom	`19.2.8`	direct
npm	react-i18next	`17.0.12`	direct
npm	react-markdown	`9.1.0`	direct
npm	react-router	`8.3.1`	direct
npm	rehype-highlight	`7.0.2`	direct
npm	rehype-katex	`7.0.1`	direct
npm	remark-gfm	`4.0.1`	direct
npm	remark-math	`6.0.0`	direct
npm	sonner	`2.0.8`	direct
npm	tailwind-merge	`3.6.0`	direct
npm	zustand	`5.0.15`	direct
PyPI	aiohttp	`—`	direct
PyPI	aiohttp	`3.14.3`	direct
PyPI	akshare	`—`	direct
PyPI	akshare	`1.18.80`	direct
PyPI	akshare	`1.18.94`	direct
PyPI	bottleneck	`—`	direct
PyPI	bottleneck	`1.6.0`	direct
PyPI	ccxt	`—`	direct
PyPI	ccxt	`4.5.71`	direct
PyPI	ccxt	`4.5.76`	direct
PyPI	cryptography	`—`	direct
PyPI	cryptography	`50.0.0`	direct
PyPI	cryptography	`50.0.1`	direct
PyPI	ddgs	`—`	direct
PyPI	ddgs	`9.14.4`	direct
PyPI	ddgs	`9.16.0`	direct
PyPI	defusedxml	`—`	direct
PyPI	defusedxml	`0.7.1`	direct
PyPI	duckdb	`—`	direct
PyPI	duckdb	`1.5.5`	direct
PyPI	fastapi	`—`	direct
PyPI	fastapi	`0.140.7`	direct
PyPI	fastapi	`0.141.1`	direct
PyPI	fastmcp	`—`	direct
PyPI	fastmcp	`3.4.5`	direct
PyPI	fastmcp	`3.4.7`	direct
PyPI	h2	`—`	direct
PyPI	h2	`4.4.1`	direct
PyPI	httpx	`—`	direct
PyPI	httpx	`0.28.1`	direct
PyPI	jinja2	`—`	direct
PyPI	jinja2	`3.1.6`	direct
PyPI	joblib	`—`	direct
PyPI	joblib	`1.5.3`	direct
PyPI	langchain	`—`	direct
PyPI	langchain	`1.3.14`	direct
PyPI	langchain	`1.3.18`	direct
PyPI	langchain-core	`—`	direct
PyPI	langchain-core	`1.5.1`	direct
PyPI	langchain-core	`1.6.1`	direct
PyPI	langchain-openai	`—`	direct
PyPI	langchain-openai	`1.4.1`	direct
PyPI	langchain-openai	`1.6.0`	direct
PyPI	langgraph	`—`	direct
PyPI	langgraph	`1.2.11`	direct
PyPI	langgraph	`1.2.9`	direct
PyPI	langgraph-checkpoint	`—`	direct
PyPI	langgraph-checkpoint	`4.1.1`	direct
PyPI	langgraph-checkpoint	`4.2.0`	direct
PyPI	matplotlib	`—`	direct
PyPI	matplotlib	`3.11.1`	direct
PyPI	mcp	`—`	direct
PyPI	mcp	`1.28.1`	direct
PyPI	numpy	`—`	direct
PyPI	numpy	`2.4.6`	direct
PyPI	oauth-cli-kit	`—`	direct
PyPI	oauth-cli-kit	`0.1.6`	direct
PyPI	openpyxl	`—`	direct
PyPI	openpyxl	`3.1.5`	direct
PyPI	pandas	`—`	direct
PyPI	pandas	`2.3.3`	direct
PyPI	pillow	`—`	direct
PyPI	pillow	`12.3.0`	direct
PyPI	prompt-toolkit	`—`	direct
PyPI	prompt-toolkit	`3.0.53`	direct
PyPI	pydantic	`—`	direct
PyPI	pydantic	`2.13.4`	direct
PyPI	pydantic	`2.13.5`	direct
PyPI	pypdfium2	`—`	direct
PyPI	pypdfium2	`5.12.1`	direct
PyPI	pypdfium2	`5.13.0`	direct
PyPI	python-docx	`—`	direct
PyPI	python-docx	`1.2.0`	direct
PyPI	python-dotenv	`—`	direct
PyPI	python-dotenv	`1.2.2`	direct
PyPI	python-dotenv	`1.2.3`	direct
PyPI	python-multipart	`—`	direct
PyPI	python-multipart	`0.0.32`	direct
PyPI	python-pptx	`—`	direct
PyPI	python-pptx	`1.0.2`	direct
PyPI	pyyaml	`—`	direct
PyPI	pyyaml	`6.0.3`	direct
PyPI	requests	`—`	direct
PyPI	requests	`2.34.2`	direct
PyPI	rich	`—`	direct
PyPI	rich	`15.0.0`	direct
PyPI	scikit-learn	`—`	direct
PyPI	scikit-learn	`1.9.0`	direct
PyPI	scipy	`—`	direct
PyPI	scipy	`1.17.1`	direct
PyPI	scipy	`1.18.0`	direct
PyPI	sse-starlette	`—`	direct
PyPI	sse-starlette	`3.4.6`	direct
PyPI	sse-starlette	`3.4.8`	direct
PyPI	tushare	`—`	direct
PyPI	tushare	`1.4.29`	direct
PyPI	uvicorn	`—`	direct
PyPI	uvicorn	`0.51.0`	direct
PyPI	uvicorn	`0.52.4`	direct
PyPI	weasyprint	`—`	direct
PyPI	weasyprint	`70.0`	direct
PyPI	websockets	`—`	direct
PyPI	websockets	`15.0.1`	direct
PyPI	yfinance	`—`	direct
PyPI	yfinance	`1.5.2`	direct
PyPI	yfinance	`1.7.0`	direct
npm	@adobe/css-tools	`4.5.0`	indirect
npm	@alloc/quick-lru	`5.2.0`	indirect
npm	@asamuzakjp/css-color	`6.0.5`	indirect
npm	@asamuzakjp/dom-selector	`8.3.0`	indirect
npm	@babel/code-frame	`7.29.7`	indirect
npm	@babel/compat-data	`7.29.7`	indirect
npm	@babel/core	`7.29.7`	indirect
npm	@babel/generator	`7.29.7`	indirect
npm	@babel/helper-compilation-targets	`7.29.7`	indirect
npm	@babel/helper-globals	`7.29.7`	indirect
npm	@babel/helper-module-imports	`7.29.7`	indirect
npm	@babel/helper-module-transforms	`7.29.7`	indirect
npm	@babel/helper-plugin-utils	`7.28.6`	indirect
npm	@babel/helper-string-parser	`7.29.7`	indirect
npm	@babel/helper-validator-identifier	`7.29.7`	indirect
npm	@babel/helper-validator-option	`7.29.7`	indirect
npm	@babel/helpers	`7.29.7`	indirect
npm	@babel/parser	`7.29.7`	indirect
npm	@babel/plugin-transform-react-jsx-self	`7.27.1`	indirect
npm	@babel/plugin-transform-react-jsx-source	`7.27.1`	indirect
npm	@babel/runtime	`7.29.7`	indirect
npm	@babel/template	`7.29.7`	indirect
npm	@babel/traverse	`7.29.7`	indirect
npm	@babel/types	`7.29.7`	indirect
npm	@bcoe/v8-coverage	`1.0.2`	indirect
npm	@bramus/specificity	`2.4.2`	indirect
npm	@csstools/color-helpers	`6.1.0`	indirect
npm	@csstools/css-calc	`3.3.0`	indirect
npm	@csstools/css-color-parser	`4.1.10`	indirect
npm	@csstools/css-parser-algorithms	`4.0.0`	indirect
npm	@csstools/css-syntax-patches-for-csstree	`1.1.7`	indirect
npm	@csstools/css-tokenizer	`4.0.0`	indirect
npm	@electron-internal/extract-zip	`1.0.4`	indirect
npm	@electron/asar	`3.4.1`	indirect
npm	@electron/fuses	`1.8.0`	indirect
npm	@electron/get	`3.1.0`	indirect
npm	@electron/get	`5.0.0`	indirect
npm	@electron/notarize	`2.5.0`	indirect
npm	@electron/osx-sign	`1.3.3`	indirect
npm	@electron/rebuild	`4.2.0`	indirect
npm	@electron/universal	`2.0.3`	indirect
npm	@electron/windows-sign	`1.2.2`	indirect
npm	@exodus/bytes	`1.15.1`	indirect
npm	@isaacs/fs-minipass	`4.0.1`	indirect
npm	@jridgewell/gen-mapping	`0.3.13`	indirect
npm	@jridgewell/remapping	`2.3.5`	indirect
npm	@jridgewell/resolve-uri	`3.1.2`	indirect
npm	@jridgewell/sourcemap-codec	`1.5.5`	indirect
npm	@jridgewell/trace-mapping	`0.3.31`	indirect
npm	@malept/cross-spawn-promise	`2.0.0`	indirect
npm	@malept/flatpak-bundler	`0.4.0`	indirect
npm	@noble/hashes	`1.4.0`	indirect
npm	@noble/hashes	`2.2.0`	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	@oxc-project/types	`0.147.0`	indirect
npm	@peculiar/asn1-schema	`2.8.0`	indirect
npm	@peculiar/json-schema	`1.1.12`	indirect
npm	@peculiar/utils	`2.0.3`	indirect
npm	@peculiar/webcrypto	`1.7.1`	indirect
npm	@rolldown/binding-android-arm-eabi	`1.2.6`	indirect
npm	@rolldown/binding-android-arm64	`1.2.6`	indirect
npm	@rolldown/binding-darwin-arm64	`1.2.6`	indirect
npm	@rolldown/binding-darwin-x64	`1.2.6`	indirect
npm	@rolldown/binding-freebsd-x64	`1.2.6`	indirect
npm	@rolldown/binding-linux-arm-gnueabihf	`1.2.6`	indirect
npm	@rolldown/binding-linux-arm64-gnu	`1.2.6`	indirect
npm	@rolldown/binding-linux-arm64-musl	`1.2.6`	indirect
npm	@rolldown/binding-linux-ppc64-gnu	`1.2.6`	indirect
npm	@rolldown/binding-linux-s390x-gnu	`1.2.6`	indirect
npm	@rolldown/binding-linux-x64-gnu	`1.2.6`	indirect
npm	@rolldown/binding-linux-x64-musl	`1.2.6`	indirect
npm	@rolldown/binding-openharmony-arm64	`1.2.6`	indirect
npm	@rolldown/binding-win32-arm64-msvc	`1.2.6`	indirect
npm	@rolldown/binding-win32-x64-msvc	`1.2.6`	indirect
npm	@rolldown/pluginutils	`1.0.0-rc.3`	indirect
npm	@rolldown/pluginutils	`1.0.1`	indirect
npm	@sindresorhus/is	`4.6.0`	indirect
npm	@standard-schema/spec	`1.1.0`	indirect
npm	@szmarczak/http-timer	`4.0.6`	indirect
npm	@tailwindcss/typography	`0.5.20`	indirect
npm	@testing-library/dom	`10.4.1`	indirect
npm	@testing-library/jest-dom	`7.0.1`	indirect
npm	@testing-library/react	`16.3.3`	indirect
npm	@testing-library/user-event	`14.6.6`	indirect
npm	@types/aria-query	`5.0.4`	indirect
npm	@types/babel__core	`7.20.5`	indirect
npm	@types/babel__generator	`7.27.0`	indirect
npm	@types/babel__template	`7.4.4`	indirect
npm	@types/babel__traverse	`7.28.0`	indirect
npm	@types/cacheable-request	`6.0.3`	indirect
npm	@types/chai	`5.2.3`	indirect
npm	@types/debug	`4.1.12`	indirect
npm	@types/debug	`4.1.13`	indirect
npm	@types/deep-eql	`4.0.2`	indirect
npm	@types/estree	`1.0.8`	indirect
npm	@types/estree-jsx	`1.0.5`	indirect
npm	@types/fs-extra	`9.0.13`	indirect
npm	@types/hast	`3.0.4`	indirect
npm	@types/http-cache-semantics	`4.2.0`	indirect
npm	@types/katex	`0.16.8`	indirect
npm	@types/keyv	`3.1.4`	indirect
npm	@types/mdast	`4.0.4`	indirect
npm	@types/ms	`2.1.0`	indirect
npm	@types/node	`24.13.3`	indirect
npm	@types/react	`19.2.18`	indirect
npm	@types/react-dom	`19.2.5`	indirect
npm	@types/responselike	`1.0.3`	indirect
npm	@types/unist	`2.0.11`	indirect
npm	@types/unist	`3.0.3`	indirect
npm	@ungap/structured-clone	`1.3.0`	indirect
npm	@vitejs/plugin-react	`5.2.0`	indirect
npm	@vitest/coverage-v8	`4.1.11`	indirect
npm	@vitest/expect	`4.1.11`	indirect
npm	@vitest/mocker	`4.1.11`	indirect
npm	@vitest/pretty-format	`4.1.11`	indirect
npm	@vitest/runner	`4.1.11`	indirect
npm	@vitest/snapshot	`4.1.11`	indirect
npm	@vitest/spy	`4.1.11`	indirect
npm	@vitest/utils	`4.1.11`	indirect
npm	@xmldom/xmldom	`0.8.15`	indirect
npm	abbrev	`4.0.0`	indirect
npm	agent-base	`7.1.4`	indirect
npm	ajv	`8.20.0`	indirect
npm	ansi-regex	`5.0.1`	indirect
npm	ansi-styles	`4.3.0`	indirect
npm	ansi-styles	`5.2.0`	indirect
npm	any-promise	`1.3.0`	indirect
npm	anymatch	`3.1.3`	indirect
npm	app-builder-lib	`26.15.3`	indirect
npm	arg	`5.0.2`	indirect
npm	argparse	`2.0.1`	indirect
npm	aria-query	`5.3.0`	indirect
npm	asn1js	`3.0.10`	indirect
npm	assertion-error	`2.0.1`	indirect
npm	ast-v8-to-istanbul	`1.0.3`	indirect
npm	async	`3.2.6`	indirect
npm	async-exit-hook	`2.0.1`	indirect
npm	asynckit	`0.4.0`	indirect
npm	at-least-node	`1.0.0`	indirect
npm	autoprefixer	`10.5.4`	indirect
npm	aws4	`1.13.2`	indirect
npm	bail	`2.0.2`	indirect
npm	balanced-match	`1.0.2`	indirect
npm	balanced-match	`4.0.4`	indirect
npm	base64-js	`1.5.1`	indirect
npm	baseline-browser-mapping	`2.11.21`	indirect
npm	bidi-js	`1.0.3`	indirect
npm	binary-extensions	`2.3.0`	indirect
npm	bluebird	`3.7.2`	indirect
npm	boolean	`3.2.0`	indirect
npm	brace-expansion	`1.1.18`	indirect
npm	brace-expansion	`2.1.4`	indirect
npm	brace-expansion	`5.0.9`	indirect
npm	braces	`3.0.3`	indirect
npm	browserslist	`4.28.8`	indirect
npm	buffer-from	`1.1.2`	indirect
npm	builder-util	`26.15.3`	indirect
npm	builder-util-runtime	`9.7.0`	indirect
npm	bytestreamjs	`2.0.1`	indirect
npm	cacheable-lookup	`5.0.4`	indirect
npm	cacheable-request	`7.0.4`	indirect
npm	call-bind-apply-helpers	`1.0.2`	indirect
npm	camelcase-css	`2.0.1`	indirect
npm	caniuse-lite	`1.0.30001810`	indirect
npm	ccount	`2.0.1`	indirect
npm	chai	`6.2.2`	indirect
npm	chalk	`4.1.2`	indirect
npm	character-entities	`2.0.2`	indirect
npm	character-entities-html4	`2.1.0`	indirect
npm	character-entities-legacy	`3.0.0`	indirect
npm	character-reference-invalid	`2.0.1`	indirect
npm	chokidar	`3.6.0`	indirect
npm	chownr	`3.0.0`	indirect
npm	chromium-pickle-js	`0.2.0`	indirect
npm	ci-info	`4.3.1`	indirect
npm	ci-info	`4.4.0`	indirect
npm	cliui	`8.0.1`	indirect
npm	clone-response	`1.0.3`	indirect
npm	color-convert	`2.0.1`	indirect
npm	color-name	`1.1.4`	indirect
npm	combined-stream	`1.0.8`	indirect
npm	comma-separated-tokens	`2.0.3`	indirect
npm	commander	`4.1.1`	indirect
npm	commander	`5.1.0`	indirect
npm	commander	`8.3.0`	indirect
npm	commander	`9.5.0`	indirect
npm	compare-version	`0.1.2`	indirect
npm	concat-map	`0.0.1`	indirect
npm	convert-source-map	`2.0.0`	indirect
npm	cookie-es	`3.1.1`	indirect
npm	core-util-is	`1.0.3`	indirect
npm	cross-dirname	`0.1.0`	indirect
npm	cross-spawn	`7.0.6`	indirect
npm	css-tree	`3.2.1`	indirect
npm	css.escape	`1.5.1`	indirect
npm	cssesc	`3.0.0`	indirect
npm	csstype	`3.2.3`	indirect
npm	data-urls	`7.0.0`	indirect
npm	debug	`4.4.3`	indirect
npm	decimal.js	`10.6.0`	indirect
npm	decode-named-character-reference	`1.3.0`	indirect
npm	decompress-response	`6.0.0`	indirect
npm	defer-to-connect	`2.0.1`	indirect
npm	define-data-property	`1.1.4`	indirect
npm	define-properties	`1.2.1`	indirect
npm	delayed-stream	`1.0.0`	indirect
npm	dequal	`2.0.3`	indirect
npm	detect-libc	`2.1.2`	indirect
npm	detect-node	`2.1.0`	indirect
npm	devlop	`1.1.0`	indirect
npm	didyoumean	`1.2.2`	indirect
npm	dir-compare	`4.2.0`	indirect
npm	dlv	`1.1.3`	indirect
npm	dmg-builder	`26.15.3`	indirect
npm	dom-accessibility-api	`0.5.16`	indirect
npm	dom-accessibility-api	`0.6.3`	indirect
npm	dotenv	`16.6.1`	indirect
npm	dotenv-expand	`11.0.7`	indirect
npm	dunder-proto	`1.0.1`	indirect
npm	duplexer2	`0.1.4`	indirect
npm	ejs	`3.1.10`	indirect
npm	electron	`43.1.1`	indirect
npm	electron-builder	`26.15.3`	indirect
npm	electron-builder-squirrel-windows	`26.15.3`	indirect
npm	electron-publish	`26.15.3`	indirect
npm	electron-to-chromium	`1.5.422`	indirect
npm	electron-winstaller	`5.4.0`	indirect
npm	emoji-regex	`8.0.0`	indirect
npm	end-of-stream	`1.4.5`	indirect
npm	entities	`6.0.1`	indirect
npm	entities	`8.0.0`	indirect
npm	env-paths	`2.2.1`	indirect
npm	env-paths	`3.0.0`	indirect
npm	err-code	`2.0.3`	indirect
npm	es-define-property	`1.0.1`	indirect
npm	es-errors	`1.3.0`	indirect
npm	es-module-lexer	`2.1.0`	indirect
npm	es-object-atoms	`1.1.2`	indirect
npm	es-set-tostringtag	`2.1.0`	indirect
npm	es6-error	`4.1.1`	indirect
npm	escalade	`3.2.0`	indirect
npm	escape-string-regexp	`4.0.0`	indirect
npm	escape-string-regexp	`5.0.0`	indirect
npm	estree-util-is-identifier-name	`3.0.0`	indirect
npm	estree-walker	`3.0.3`	indirect
npm	expect-type	`1.3.0`	indirect
npm	exponential-backoff	`3.1.3`	indirect
npm	extend	`3.0.2`	indirect
npm	fast-deep-equal	`3.1.3`	indirect
npm	fast-glob	`3.3.3`	indirect
npm	fast-uri	`3.1.7`	indirect
npm	fastq	`1.20.1`	indirect
npm	fdir	`6.5.0`	indirect
npm	filelist	`1.0.6`	indirect
npm	fill-range	`7.1.1`	indirect
npm	form-data	`4.0.6`	indirect
npm	fraction.js	`5.3.4`	indirect
npm	fs-extra	`10.1.0`	indirect
npm	fs-extra	`11.3.1`	indirect
npm	fs-extra	`11.4.0`	indirect
npm	fs-extra	`7.0.1`	indirect
npm	fs-extra	`8.1.0`	indirect
npm	fs-extra	`9.1.0`	indirect
npm	fs.realpath	`1.0.0`	indirect
npm	fsevents	`2.3.3`	indirect
npm	function-bind	`1.1.2`	indirect
npm	gensync	`1.0.0-beta.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	get-stream	`5.2.0`	indirect
npm	glob	`7.2.3`	indirect
npm	glob-parent	`5.1.2`	indirect
npm	glob-parent	`6.0.2`	indirect
npm	global-agent	`3.0.0`	indirect
npm	globalthis	`1.0.4`	indirect
npm	gopd	`1.2.0`	indirect
npm	got	`11.8.6`	indirect
npm	graceful-fs	`4.2.11`	indirect
npm	has-flag	`4.0.0`	indirect
npm	has-property-descriptors	`1.0.2`	indirect
npm	has-symbols	`1.1.0`	indirect
npm	has-tostringtag	`1.0.2`	indirect
npm	hasown	`2.0.2`	indirect
npm	hasown	`2.0.4`	indirect
npm	hast-util-from-dom	`5.0.1`	indirect
npm	hast-util-from-html	`2.0.3`	indirect
npm	hast-util-from-html-isomorphic	`2.0.0`	indirect
npm	hast-util-from-parse5	`8.0.3`	indirect
npm	hast-util-is-element	`3.0.0`	indirect
npm	hast-util-parse-selector	`4.0.0`	indirect
npm	hast-util-to-jsx-runtime	`2.3.6`	indirect
npm	hast-util-to-text	`4.0.2`	indirect
npm	hast-util-whitespace	`3.0.0`	indirect
npm	hastscript	`9.0.1`	indirect
npm	hosted-git-info	`4.1.0`	indirect
npm	html-encoding-sniffer	`6.0.0`	indirect
npm	html-escaper	`2.0.2`	indirect
npm	html-parse-stringify	`4.0.1`	indirect
npm	html-url-attributes	`3.0.1`	indirect
npm	http-cache-semantics	`4.2.0`	indirect
npm	http-proxy-agent	`7.0.2`	indirect
npm	http2-wrapper	`1.0.3`	indirect
npm	https-proxy-agent	`7.0.6`	indirect
npm	indent-string	`4.0.0`	indirect
npm	inflight	`1.0.6`	indirect
npm	inherits	`2.0.4`	indirect
npm	inline-style-parser	`0.2.7`	indirect
npm	is-alphabetical	`2.0.1`	indirect
npm	is-alphanumerical	`2.0.1`	indirect
npm	is-binary-path	`2.1.0`	indirect
npm	is-core-module	`2.16.1`	indirect
npm	is-decimal	`2.0.1`	indirect
npm	is-extglob	`2.1.1`	indirect
npm	is-fullwidth-code-point	`3.0.0`	indirect
npm	is-glob	`4.0.3`	indirect
npm	is-hexadecimal	`2.0.1`	indirect
npm	is-number	`7.0.0`	indirect
npm	is-plain-obj	`4.1.0`	indirect
npm	is-potential-custom-element-name	`1.0.1`	indirect
npm	isarray	`1.0.0`	indirect
npm	isbinaryfile	`4.0.10`	indirect
npm	isbinaryfile	`5.0.7`	indirect
npm	isexe	`2.0.0`	indirect
npm	isexe	`3.1.5`	indirect
npm	isexe	`4.0.0`	indirect
npm	istanbul-lib-coverage	`3.2.2`	indirect
npm	istanbul-lib-report	`3.0.1`	indirect
npm	istanbul-reports	`3.2.0`	indirect
npm	jake	`10.9.4`	indirect
npm	jiti	`1.21.7`	indirect
npm	jiti	`2.7.0`	indirect
npm	js-tokens	`10.0.0`	indirect
npm	js-tokens	`4.0.0`	indirect
npm	js-yaml	`4.3.2`	indirect
npm	jsdom	`30.0.1`	indirect
npm	jsesc	`3.1.0`	indirect
npm	json-buffer	`3.0.1`	indirect
npm	json-schema-traverse	`1.0.0`	indirect
npm	json-stringify-safe	`5.0.1`	indirect
npm	json5	`2.2.3`	indirect
npm	jsonfile	`4.0.0`	indirect
npm	jsonfile	`6.2.1`	indirect
npm	keyv	`4.5.4`	indirect
npm	lazy-val	`1.0.5`	indirect
npm	lightningcss	`1.33.0`	indirect
npm	lightningcss-android-arm64	`1.33.0`	indirect
npm	lightningcss-darwin-arm64	`1.33.0`	indirect
npm	lightningcss-darwin-x64	`1.33.0`	indirect
npm	lightningcss-freebsd-x64	`1.33.0`	indirect
npm	lightningcss-linux-arm-gnueabihf	`1.33.0`	indirect
npm	lightningcss-linux-arm64-gnu	`1.33.0`	indirect
npm	lightningcss-linux-arm64-musl	`1.33.0`	indirect
npm	lightningcss-linux-x64-gnu	`1.33.0`	indirect
npm	lightningcss-linux-x64-musl	`1.33.0`	indirect
npm	lightningcss-win32-arm64-msvc	`1.33.0`	indirect
npm	lightningcss-win32-x64-msvc	`1.33.0`	indirect
npm	lilconfig	`3.1.3`	indirect
npm	lines-and-columns	`1.2.4`	indirect
npm	lodash	`4.18.1`	indirect
npm	longest-streak	`3.1.0`	indirect
npm	lowercase-keys	`2.0.0`	indirect
npm	lowlight	`3.3.0`	indirect
npm	lru-cache	`11.5.2`	indirect
npm	lru-cache	`5.1.1`	indirect
npm	lru-cache	`6.0.0`	indirect
npm	lz-string	`1.5.0`	indirect
npm	magic-string	`0.30.21`	indirect
npm	magicast	`0.5.3`	indirect
npm	make-dir	`4.0.0`	indirect
npm	markdown-table	`3.0.4`	indirect
npm	matcher	`3.0.0`	indirect
npm	math-intrinsics	`1.1.0`	indirect
npm	mdast-util-find-and-replace	`3.0.2`	indirect
npm	mdast-util-from-markdown	`2.0.3`	indirect
npm	mdast-util-gfm	`3.1.0`	indirect
npm	mdast-util-gfm-autolink-literal	`2.0.1`	indirect
npm	mdast-util-gfm-footnote	`2.1.0`	indirect
npm	mdast-util-gfm-strikethrough	`2.0.0`	indirect
npm	mdast-util-gfm-table	`2.0.0`	indirect
npm	mdast-util-gfm-task-list-item	`2.0.0`	indirect
npm	mdast-util-math	`3.0.0`	indirect
npm	mdast-util-mdx-expression	`2.0.1`	indirect
npm	mdast-util-mdx-jsx	`3.2.0`	indirect
npm	mdast-util-mdxjs-esm	`2.0.1`	indirect
npm	mdast-util-phrasing	`4.1.0`	indirect
npm	mdast-util-to-hast	`13.2.1`	indirect
npm	mdast-util-to-markdown	`2.1.2`	indirect
npm	mdast-util-to-string	`4.0.0`	indirect
npm	mdn-data	`2.27.1`	indirect
npm	merge2	`1.4.1`	indirect
npm	micromark	`4.0.2`	indirect
npm	micromark-core-commonmark	`2.0.3`	indirect
npm	micromark-extension-gfm	`3.0.0`	indirect
npm	micromark-extension-gfm-autolink-literal	`2.1.0`	indirect
npm	micromark-extension-gfm-footnote	`2.1.0`	indirect
npm	micromark-extension-gfm-strikethrough	`2.1.0`	indirect
npm	micromark-extension-gfm-table	`2.1.1`	indirect
npm	micromark-extension-gfm-tagfilter	`2.0.0`	indirect
npm	micromark-extension-gfm-task-list-item	`2.1.0`	indirect
npm	micromark-extension-math	`3.1.0`	indirect
npm	micromark-factory-destination	`2.0.1`	indirect
npm	micromark-factory-label	`2.0.1`	indirect
npm	micromark-factory-space	`2.0.1`	indirect
npm	micromark-factory-title	`2.0.1`	indirect
npm	micromark-factory-whitespace	`2.0.1`	indirect
npm	micromark-util-character	`2.1.1`	indirect
npm	micromark-util-chunked	`2.0.1`	indirect
npm	micromark-util-classify-character	`2.0.1`	indirect
npm	micromark-util-combine-extensions	`2.0.1`	indirect
npm	micromark-util-decode-numeric-character-reference	`2.0.2`	indirect
npm	micromark-util-decode-string	`2.0.1`	indirect
npm	micromark-util-encode	`2.0.1`	indirect
npm	micromark-util-html-tag-name	`2.0.1`	indirect
npm	micromark-util-normalize-identifier	`2.0.1`	indirect
npm	micromark-util-resolve-all	`2.0.1`	indirect
npm	micromark-util-sanitize-uri	`2.0.1`	indirect
npm	micromark-util-subtokenize	`2.1.0`	indirect
npm	micromark-util-symbol	`2.0.1`	indirect
npm	micromark-util-types	`2.0.2`	indirect
npm	micromatch	`4.0.8`	indirect
npm	mime	`2.6.0`	indirect
npm	mime-db	`1.52.0`	indirect
npm	mime-types	`2.1.35`	indirect
npm	mimic-response	`1.0.1`	indirect
npm	mimic-response	`3.1.0`	indirect
npm	min-indent	`1.0.1`	indirect
npm	minimatch	`10.2.6`	indirect
npm	minimatch	`3.1.5`	indirect
npm	minimatch	`5.1.9`	indirect
npm	minimatch	`9.0.9`	indirect
npm	minimist	`1.2.8`	indirect
npm	minipass	`7.1.3`	indirect
npm	minizlib	`3.1.0`	indirect
npm	mkdirp	`0.5.6`	indirect
npm	ms	`2.1.3`	indirect
npm	mz	`2.7.0`	indirect
npm	nanoid	`3.3.18`	indirect
npm	node-abi	`4.33.0`	indirect
npm	node-api-version	`0.2.1`	indirect
npm	node-gyp	`12.4.0`	indirect
npm	node-int64	`0.4.0`	indirect
npm	node-releases	`2.0.54`	indirect
npm	nopt	`9.0.0`	indirect
npm	normalize-path	`3.0.0`	indirect
npm	normalize-url	`6.1.0`	indirect
npm	object-assign	`4.1.1`	indirect
npm	object-hash	`3.0.0`	indirect
npm	object-keys	`1.1.1`	indirect
npm	obug	`2.1.2`	indirect
npm	once	`1.4.0`	indirect
npm	p-cancelable	`2.1.1`	indirect
npm	p-limit	`3.1.0`	indirect
npm	parse-entities	`4.0.2`	indirect
npm	parse5	`7.3.0`	indirect
npm	parse5	`8.0.1`	indirect
npm	path-is-absolute	`1.0.1`	indirect
npm	path-key	`3.1.1`	indirect
npm	path-parse	`1.0.7`	indirect
npm	pathe	`2.0.3`	indirect
npm	pe-library	`0.4.1`	indirect
npm	picocolors	`1.1.1`	indirect
npm	picomatch	`2.3.2`	indirect
npm	picomatch	`4.0.4`	indirect
npm	picomatch	`4.0.5`	indirect
npm	pify	`2.3.0`	indirect
npm	pirates	`4.0.7`	indirect
npm	pkijs	`3.4.0`	indirect
npm	plist	`3.1.0`	indirect
npm	postcss	`8.5.26`	indirect
npm	postcss-import	`15.1.0`	indirect
npm	postcss-js	`4.1.0`	indirect
npm	postcss-load-config	`6.0.1`	indirect
npm	postcss-nested	`6.2.0`	indirect
npm	postcss-selector-parser	`6.0.10`	indirect
npm	postcss-selector-parser	`6.1.4`	indirect
npm	postcss-value-parser	`4.2.0`	indirect
npm	postject	`1.0.0-alpha.6`	indirect
npm	pretty-format	`27.5.1`	indirect
npm	proc-log	`6.1.0`	indirect
npm	process-nextick-args	`2.0.1`	indirect
npm	progress	`2.0.3`	indirect
npm	promise-retry	`2.0.1`	indirect
npm	proper-lockfile	`4.1.2`	indirect
npm	property-information	`7.1.0`	indirect
npm	pump	`3.0.4`	indirect
npm	punycode	`2.3.1`	indirect
npm	pvtsutils	`1.3.6`	indirect
npm	pvutils	`1.1.5`	indirect
npm	queue-microtask	`1.2.3`	indirect
npm	quick-lru	`5.1.1`	indirect
npm	react-is	`17.0.2`	indirect
npm	react-refresh	`0.18.0`	indirect
npm	read-binary-file-arch	`1.0.6`	indirect
npm	read-cache	`1.0.0`	indirect
npm	readable-stream	`2.3.8`	indirect
npm	readdirp	`3.6.0`	indirect
npm	redent	`3.0.0`	indirect
npm	remark-parse	`11.0.0`	indirect
npm	remark-rehype	`11.1.2`	indirect
npm	remark-stringify	`11.0.0`	indirect
npm	require-directory	`2.1.1`	indirect
npm	require-from-string	`2.0.2`	indirect
npm	resedit	`1.7.2`	indirect
npm	resolve	`1.22.11`	indirect
npm	resolve-alpn	`1.2.1`	indirect
npm	responselike	`2.0.1`	indirect
npm	retry	`0.12.0`	indirect
npm	reusify	`1.1.0`	indirect
npm	rimraf	`2.6.3`	indirect
npm	roarr	`2.15.4`	indirect
npm	rolldown	`1.2.6`	indirect
npm	run-parallel	`1.2.0`	indirect
npm	safe-buffer	`5.1.2`	indirect
npm	sanitize-filename	`1.6.4`	indirect
npm	sax	`1.6.1`	indirect
npm	saxes	`6.0.0`	indirect
npm	scheduler	`0.27.0`	indirect
npm	semver	`5.7.2`	indirect
npm	semver	`6.3.1`	indirect
npm	semver	`7.7.4`	indirect
npm	semver	`7.8.1`	indirect
npm	semver	`7.8.5`	indirect
npm	semver-compare	`1.0.0`	indirect
npm	serialize-error	`7.0.1`	indirect
npm	shebang-command	`2.0.0`	indirect
npm	shebang-regex	`3.0.0`	indirect
npm	siginfo	`2.0.0`	indirect
npm	signal-exit	`3.0.7`	indirect
npm	simple-update-notifier	`2.0.0`	indirect
npm	source-map	`0.6.1`	indirect
npm	source-map-js	`1.2.1`	indirect
npm	source-map-support	`0.5.21`	indirect
npm	space-separated-tokens	`2.0.2`	indirect
npm	sprintf-js	`1.1.3`	indirect
npm	stackback	`0.0.2`	indirect
npm	stat-mode	`1.0.0`	indirect
npm	std-env	`4.1.0`	indirect
npm	string-width	`4.2.3`	indirect
npm	string_decoder	`1.1.1`	indirect
npm	stringify-entities	`4.0.4`	indirect
npm	strip-ansi	`6.0.1`	indirect
npm	strip-indent	`3.0.0`	indirect
npm	style-to-js	`1.1.21`	indirect
npm	style-to-object	`1.0.14`	indirect
npm	sucrase	`3.35.1`	indirect
npm	sumchecker	`3.0.1`	indirect
npm	supports-color	`7.2.0`	indirect
npm	supports-preserve-symlinks-flag	`1.0.0`	indirect
npm	symbol-tree	`3.2.4`	indirect
npm	tailwindcss	`3.4.19`	indirect
npm	tar	`7.5.22`	indirect
npm	temp	`0.9.4`	indirect
npm	temp-file	`3.4.0`	indirect
npm	thenify	`3.3.1`	indirect
npm	thenify-all	`1.6.0`	indirect
npm	tiny-async-pool	`1.3.0`	indirect
npm	tinybench	`2.9.0`	indirect
npm	tinyexec	`1.2.4`	indirect
npm	tinyglobby	`0.2.17`	indirect
npm	tinyrainbow	`3.1.0`	indirect
npm	tldts	`7.4.9`	indirect
npm	tldts-core	`7.4.9`	indirect
npm	tmp	`0.2.7`	indirect
npm	tmp-promise	`3.0.3`	indirect
npm	to-regex-range	`5.0.1`	indirect
npm	tough-cookie	`6.0.2`	indirect
npm	tr46	`6.0.0`	indirect
npm	trim-lines	`3.0.1`	indirect
npm	trough	`2.2.0`	indirect
npm	truncate-utf8-bytes	`1.0.2`	indirect
npm	ts-interface-checker	`0.1.13`	indirect
npm	tslib	`2.3.0`	indirect
npm	tslib	`2.8.1`	indirect
npm	type-fest	`0.13.1`	indirect
npm	typescript	`5.9.3`	indirect
npm	undici	`6.28.0`	indirect
npm	undici	`7.29.0`	indirect
npm	undici	`8.9.0`	indirect
npm	undici-types	`7.18.2`	indirect
npm	unified	`11.0.5`	indirect
npm	unist-util-find-after	`5.0.0`	indirect
npm	unist-util-is	`6.0.1`	indirect
npm	unist-util-position	`5.0.0`	indirect
npm	unist-util-remove-position	`5.0.0`	indirect
npm	unist-util-stringify-position	`4.0.0`	indirect
npm	unist-util-visit	`5.1.0`	indirect
npm	unist-util-visit-parents	`6.0.2`	indirect
npm	universalify	`0.1.2`	indirect
npm	universalify	`2.0.1`	indirect
npm	unzipper	`0.12.5`	indirect
npm	update-browserslist-db	`1.3.2`	indirect
npm	use-sync-external-store	`1.6.0`	indirect
npm	utf8-byte-length	`1.0.5`	indirect
npm	util-deprecate	`1.0.2`	indirect
npm	vfile	`6.0.3`	indirect
npm	vfile-location	`5.0.3`	indirect
npm	vfile-message	`4.0.3`	indirect
npm	vite	`8.2.2`	indirect
npm	vitest	`4.1.11`	indirect
npm	w3c-xmlserializer	`5.0.0`	indirect
npm	web-namespaces	`2.0.1`	indirect
npm	webcrypto-core	`1.9.2`	indirect
npm	webidl-conversions	`8.0.1`	indirect
npm	whatwg-mimetype	`5.0.0`	indirect
npm	whatwg-url	`16.0.1`	indirect
npm	whatwg-url	`17.1.0`	indirect
npm	which	`2.0.2`	indirect
npm	which	`5.0.0`	indirect
npm	which	`6.0.1`	indirect
npm	why-is-node-running	`2.3.0`	indirect
npm	wrap-ansi	`7.0.0`	indirect
npm	wrappy	`1.0.2`	indirect
npm	xml-name-validator	`5.0.0`	indirect
npm	xmlbuilder	`15.1.1`	indirect
npm	xmlchars	`2.2.0`	indirect
npm	y18n	`5.0.8`	indirect
npm	yallist	`3.1.1`	indirect
npm	yallist	`4.0.0`	indirect
npm	yallist	`5.0.0`	indirect
npm	yargs	`17.7.3`	indirect
npm	yargs-parser	`21.1.1`	indirect
npm	yocto-queue	`0.1.0`	indirect
npm	zrender	`6.1.0`	indirect
npm	zwitch	`2.0.4`	indirect
PyPI	aiofile	`3.11.1`	indirect
PyPI	aiofile	`3.12.3`	indirect
PyPI	aiohappyeyeballs	`2.7.1`	indirect
PyPI	aiohttp-fast-zlib	`0.3.0`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	akracer	`0.0.14`	indirect
PyPI	annotated-doc	`0.0.4`	indirect
PyPI	annotated-doc	`0.0.5`	indirect
PyPI	annotated-types	`0.8.0`	indirect
PyPI	anyio	`4.14.2`	indirect
PyPI	arch	`—`	indirect
PyPI	attrs	`26.1.0`	indirect
PyPI	authlib	`1.7.2`	indirect
PyPI	baostock	`—`	indirect
PyPI	beartype	`0.22.9`	indirect
PyPI	beautifulsoup4	`4.15.0`	indirect
PyPI	black	`—`	indirect
PyPI	brotli	`1.2.0`	indirect
PyPI	brotlicffi	`1.2.0.1`	indirect
PyPI	bs4	`0.0.2`	indirect
PyPI	cachetools	`7.1.6`	indirect
PyPI	cachetools	`7.1.7`	indirect
PyPI	caio	`0.12.2`	indirect
PyPI	caio	`0.9.25`	indirect
PyPI	certifi	`2026.6.17`	indirect
PyPI	cffi	`2.0.0`	indirect
PyPI	charset-normalizer	`3.4.7`	indirect
PyPI	click	`8.4.2`	indirect
PyPI	click	`8.5.0`	indirect
PyPI	coincurve	`21.0.0`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	contourpy	`1.3.3`	indirect
PyPI	cssselect2	`0.9.0`	indirect
PyPI	curl-cffi	`0.15.0`	indirect
PyPI	curl-cffi	`0.16.2`	indirect
PyPI	cycler	`0.12.1`	indirect
PyPI	cyclopts	`4.22.2`	indirect
PyPI	cyclopts	`4.23.3`	indirect
PyPI	decorator	`5.3.1`	indirect
PyPI	dingtalk-stream	`—`	indirect
PyPI	discord-py	`—`	indirect
PyPI	distro	`1.9.0`	indirect
PyPI	dnspython	`2.8.0`	indirect
PyPI	docstring-parser	`0.18.0`	indirect
PyPI	email-validator	`2.3.0`	indirect
PyPI	et-xmlfile	`2.0.0`	indirect
PyPI	exceptiongroup	`1.3.1`	indirect
PyPI	fake-useragent	`2.2.0`	indirect
PyPI	fastmcp-slim	`3.4.5`	indirect
PyPI	fastmcp-slim	`3.4.7`	indirect
PyPI	fonttools	`4.63.0`	indirect
PyPI	frozenlist	`1.8.0`	indirect
PyPI	github-copilot-sdk	`—`	indirect
PyPI	griffelib	`2.1.0`	indirect
PyPI	griffelib	`2.2.0`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	hpack	`4.2.0`	indirect
PyPI	html5lib	`1.1`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httptools	`0.8.0`	indirect
PyPI	httpx-sse	`0.4.3`	indirect
PyPI	hyperframe	`6.1.0`	indirect
PyPI	ib-async	`—`	indirect
PyPI	idna	`3.18`	indirect
PyPI	jaraco-classes	`3.4.0`	indirect
PyPI	jaraco-context	`6.1.2`	indirect
PyPI	jaraco-functools	`4.6.0`	indirect
PyPI	jeepney	`0.9.0`	indirect
PyPI	jiter	`0.16.0`	indirect
PyPI	joserfc	`1.7.4`	indirect
PyPI	joserfc	`1.7.5`	indirect
PyPI	jsonpatch	`1.33`	indirect
PyPI	jsonpath	`0.82.2`	indirect
PyPI	jsonpointer	`3.1.1`	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	`—`	indirect
PyPI	keyring	`25.7.0`	indirect
PyPI	kiteconnect	`—`	indirect
PyPI	kiwisolver	`1.5.0`	indirect
PyPI	kiwisolver	`1.5.1`	indirect
PyPI	langchain-anthropic	`—`	indirect
PyPI	langchain-deepseek	`—`	indirect
PyPI	langchain-protocol	`0.0.18`	indirect
PyPI	langchain-protocol	`0.0.19`	indirect
PyPI	langgraph-prebuilt	`1.1.0`	indirect
PyPI	langgraph-sdk	`0.4.2`	indirect
PyPI	langgraph-sdk	`0.4.4`	indirect
PyPI	langsmith	`0.10.10`	indirect
PyPI	langsmith	`0.11.2`	indirect
PyPI	lark-oapi	`—`	indirect
PyPI	lark-oapi	`1.7.3`	indirect
PyPI	llvmlite	`0.48.0`	indirect
PyPI	longbridge	`—`	indirect
PyPI	lxml	`6.1.1`	indirect
PyPI	lxml	`6.1.2`	indirect
PyPI	markdown-it-py	`4.2.0`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	matrix-nio	`—`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	metatrader5	`—`	indirect
PyPI	mini-racer	`0.14.1`	indirect
PyPI	mistune	`—`	indirect
PyPI	more-itertools	`11.1.0`	indirect
PyPI	msgpack	`—`	indirect
PyPI	multidict	`6.7.1`	indirect
PyPI	multitasking	`0.0.13`	indirect
PyPI	narwhals	`2.24.0`	indirect
PyPI	narwhals	`2.25.0`	indirect
PyPI	neonize	`—`	indirect
PyPI	nh3	`—`	indirect
PyPI	numba	`0.66.0`	indirect
PyPI	openai	`2.49.0`	indirect
PyPI	openai	`2.53.0`	indirect
PyPI	openapi-pydantic	`0.5.1`	indirect
PyPI	openbb-ai	`—`	indirect
PyPI	opentelemetry-api	`1.44.0`	indirect
PyPI	orjson	`3.11.9`	indirect
PyPI	ormsgpack	`1.12.2`	indirect
PyPI	packaging	`26.2`	indirect
PyPI	packaging	`26.3`	indirect
PyPI	pathable	`0.6.0`	indirect
PyPI	peewee	`4.2.6`	indirect
PyPI	peewee	`4.4.0`	indirect
PyPI	platformdirs	`4.11.0`	indirect
PyPI	platformdirs	`4.11.5`	indirect
PyPI	primp	`1.3.1`	indirect
PyPI	propcache	`0.5.2`	indirect
PyPI	protobuf	`7.35.1`	indirect
PyPI	protobuf	`7.36.0`	indirect
PyPI	py-key-value-aio	`0.4.5`	indirect
PyPI	py-mini-racer	`0.6.0`	indirect
PyPI	pycparser	`3.0`	indirect
PyPI	pycryptodome	`3.23.0`	indirect
PyPI	pydantic-core	`2.46.4`	indirect
PyPI	pydantic-core	`2.46.5`	indirect
PyPI	pydantic-settings	`2.14.2`	indirect
PyPI	pydantic-settings	`2.15.0`	indirect
PyPI	pydyf	`0.12.1`	indirect
PyPI	pygments	`2.20.0`	indirect
PyPI	pygments	`2.21.0`	indirect
PyPI	pyharmonics	`—`	indirect
PyPI	pyjwt	`—`	indirect
PyPI	pyjwt	`2.13.0`	indirect
PyPI	pykrx	`—`	indirect
PyPI	pyparsing	`3.3.2`	indirect
PyPI	pyperclip	`1.11.0`	indirect
PyPI	pyphen	`0.17.2`	indirect
PyPI	pyphen	`0.18.1`	indirect
PyPI	pytest	`—`	indirect
PyPI	pytest-cov	`—`	indirect
PyPI	pytest-socket	`—`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-socketio	`—`	indirect
PyPI	python-telegram-bot	`—`	indirect
PyPI	python-telegram-bot	`22.8`	indirect
PyPI	pytz	`2026.3.post1`	indirect
PyPI	pywin32	`312`	indirect
PyPI	pywin32-ctypes	`0.2.3`	indirect
PyPI	qq-botpy	`—`	indirect
PyPI	qrcode	`—`	indirect
PyPI	qrcode	`8.2`	indirect
PyPI	referencing	`0.37.0`	indirect
PyPI	regex	`2026.7.19`	indirect
PyPI	requests-toolbelt	`1.0.0`	indirect
PyPI	rich-rst	`2.1.0`	indirect
PyPI	rpds-py	`2026.6.3`	indirect
PyPI	ruff	`—`	indirect
PyPI	secretstorage	`3.5.0`	indirect
PyPI	setuptools	`83.0.0`	indirect
PyPI	simplejson	`4.1.1`	indirect
PyPI	simplejson	`4.1.2`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	slack-sdk	`—`	indirect
PyPI	slackify-markdown	`—`	indirect
PyPI	smartmoneyconcepts	`—`	indirect
PyPI	smartmoneyconcepts	`0.0.27`	indirect
PyPI	sniffio	`1.3.1`	indirect
PyPI	socksio	`1.0.0`	indirect
PyPI	soupsieve	`2.9.1`	indirect
PyPI	soupsieve	`2.9.2`	indirect
PyPI	starlette	`1.3.1`	indirect
PyPI	starlette	`1.6.0`	indirect
PyPI	statsmodels	`—`	indirect
PyPI	tabulate	`0.10.0`	indirect
PyPI	tenacity	`9.1.4`	indirect
PyPI	threadpoolctl	`3.6.0`	indirect
PyPI	tiktoken	`0.13.0`	indirect
PyPI	tiktoken	`0.14.0`	indirect
PyPI	tinycss2	`1.5.1`	indirect
PyPI	tinyhtml5	`2.1.0`	indirect
PyPI	tqdm	`4.70.0`	indirect
PyPI	typing-extensions	`4.16.0`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	typing-inspection	`0.4.4`	indirect
PyPI	tzdata	`2026.3`	indirect
PyPI	uncalled-for	`0.3.2`	indirect
PyPI	uncalled-for	`0.4.0`	indirect
PyPI	urllib3	`2.7.0`	indirect
PyPI	uuid-utils	`0.17.0`	indirect
PyPI	uvloop	`0.22.1`	indirect
PyPI	watchfiles	`1.2.0`	indirect
PyPI	wcwidth	`0.8.2`	indirect
PyPI	wcwidth	`0.8.3`	indirect
PyPI	webencodings	`0.5.1`	indirect
PyPI	webencodings	`0.6.1`	indirect
PyPI	websocket-client	`1.9.0`	indirect
PyPI	websocket-client	`1.9.1`	indirect
PyPI	wecom-aibot-sdk	`—`	indirect
PyPI	winloop	`0.6.3`	indirect
PyPI	xlrd	`2.0.2`	indirect
PyPI	xlsxwriter	`3.2.9`	indirect
PyPI	xxhash	`3.8.1`	indirect
PyPI	yarl	`1.24.2`	indirect
PyPI	yarl	`1.24.5`	indirect
PyPI	zlib-ng	`1.0.0`	indirect
PyPI	zopfli	`0.4.3`	indirect
PyPI	zstandard	`0.25.0`	indirect

Dependency advisories 0

Installing pypi:vibe-trading-ai@0.1.15 pulls in 180 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

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

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

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

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

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