Öffentliches RegisterGut
Software-GesundheitsberichtSchema 0.14.0 · Metriken 1.13.0 · 2026-07-19 04:08 UTC
hkuds / vibe-trading
"Vibe-Trading: Your Personal Trading Agent"
hkuds/vibe-trading erreicht einen Gesundheitsindex von 76 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Community & Adoption (90/100) ab, am schwächsten bei AI Readiness (40/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
76
gesamt / 100Software-Gesundheitsindex
Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.
76
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Eigentümerschaft
✨Data Intelligence Lab@HKU✨Organisation
12.465 Follower91 öffentliche Reposseit Nov. 2022
Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht | Tags |
|---|---|---|---|---|---|---|
| PyPI | vibe-trading-ai | 0.1.11 | 27.291 | 12 | vor 8 Tagen | financetradingbacktestingagentswarmquantitative |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
81
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 0 Tagen |
| 11.1/36 | Commit-Rhythmus — 16/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 778 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 778 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 16 |
Release-Disziplin
90Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 8 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 8 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 12,9 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Verwendete Eingangsdaten
| releases_count | 8 |
| latest_release_tag | v0.1.11 |
| releases_from_tags | nein |
| days_since_latest_release | 8 |
| mean_days_between_releases | 12,9 |
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
90
Popularität & Verbreitung
97Exzellent
Wie die Bewertung erfolgt
| 60/60 | Stars — 25.011 Stars |
| 25/25 | Forks — 4.121 Forks |
| 12/15 | Watcher — 146 Watcher |
Verwendete Eingangsdaten
| forks | 4.121 |
| stars | 25.011 |
| watchers | 146 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
92Exzellent
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (MIT) |
| 18/18 | CONTRIBUTING-Leitfaden |
| 13.5/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 6.3/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | ja |
| has_issue_template | nein |
| has_code_of_conduct | ja |
| has_pull_request_template | ja |
Wie die Bewertung erfolgt
| 59.1/80 | Downloads pro Monat — 27.291 Downloads/Monat über pypi |
| 0/20 | Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen |
Verwendete Eingangsdaten
| packages | vibe-trading-ai |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 27.291 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
70
Maintainer-Resilienz (Bus-Faktor)
42Gefährdet
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 9.9/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 56 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 86 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 86 |
| top_contributor_share | 0,56 |
Wie die Bewertung erfolgt
| 40.7/46.8 | Issue-Lösungsquote — 87 % der Issues geschlossen |
| 25.5/38.3 | PR-Annahme — 283/425 entschiedene PRs gemergt |
| 9/15 | OpenSSF Scorecard: Code-Review — Found 12/20 approved changesets -- score normalized to 6 |
Verwendete Eingangsdaten
| merged_prs | 283 |
| open_issues | 30 |
| closed_issues | 202 |
| issue_closed_ratio | 0,871 |
| closed_unmerged_prs | 142 |
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 25/25 | Reichweite des Inhabers — 12.465 Follower von HKUDS |
| 20.3/25 | Kontohistorie — 91 öffentliche Repos, Kontoalter ca. 3 Jahre |
Verwendete Eingangsdaten
| followers | 12.465 |
| owner_type | Organization |
| is_verified | — |
| owner_login | HKUDS |
| public_repos | 91 |
| account_age_days | 1.342 |
Paketpflege
100Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 8 Tagen |
| 20/20 | Versionshistorie — 12 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | vibe-trading-ai |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 8 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
81
Engineering-Praktiken
68Mittel
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 3 Workflow(s) |
| 24/24 | Tests vorhanden |
| 0/16 | Linter-Konfiguration |
| 0/9.6 | Pre-Commit-Hooks |
| 6.4/6.4 | .editorconfig |
| 14/20 | OpenSSF Scorecard: CI-Tests — 9 out of 12 merged PRs checked by a CI test -- score normalized to 7 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | ja |
| has_linter_config | nein |
| has_precommit_config | nein |
Dokumentation
100Exzellent
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://vibetrading.wiki/ |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 10 Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | backtesting, multi-agent, quantitative-finance, trading, ai-agent, algorithmic-trading, fintech, llm, mcp, python |
| has_wiki | ja |
| homepage | https://vibetrading.wiki/ |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
53
Sicherheitslage
53Mittel
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 1.8/2.5 | CI-Tests — 9 out of 12 merged PRs checked by a CI test -- score normalized to 7 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 4.5/7.5 | Code-Review — Found 12/20 approved changesets -- score normalized to 6 |
| 2.5/2.5 | Contributors — project has 5 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 | Lizenz — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — keine Daten |
| 3.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7 |
| 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 |
| 0.8/7.5 | Vulnerabilities — 9 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5,3 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging. Die verbleibenden Gewichte wurden renormalisiert.
AI Readiness
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
40
AI-Agentenkontext & Leitlinien
1Kritisch
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 0/40 | Lesbare Commit-Historie — keine Daten |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
| 0/18 | Bootstrap mit einem Befehl |
| 22/22 | Automatisierte Tests |
| 0/11 | Lint-/Format-Konfiguration |
| 11/11 | Statische Typprüfung — frontend/src/i18n/locales/tsconfig.json, frontend/tsconfig.json |
| 10/10 | Reproduzierbare Umgebung — devcontainer, Dockerfile, lockfile |
| 0/10 | Belegte Agentenpraxis — keine Daten |
| 5/8 | Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet |
| 7/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | package-lock.json |
| has_dockerfile | ja |
| typed_language | nein |
| bootstrap_files | — |
| has_devcontainer | ja |
| has_linter_config | nein |
| typecheck_configs | frontend/src/i18n/locales/tsconfig.json, frontend/tsconfig.json |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
| 27/45 | Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (frontend/src/i18n/locales/tsconfig.json, frontend/tsconfig.json) |
| 54.7/55 | Handhabbare Dateigrößen — 8/1.274 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 218.066 |
| source_files_sampled | 1.274 |
| oversized_source_files | 8 |
Maschinenlesbare AI-Schnittstellen
20Kritisch
Wie die Bewertung erfolgt
| 0/40 | API-Schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP-Server |
| 0/40 | Lauffähige Beispiele |
Verwendete Eingangsdaten
| example_dirs | — |
| has_mcp_signal | ja |
| api_schema_files | — |
Eckdaten
25.011GitHub-Sterne
86Mitwirkende
778Commits, letzte 12 Monate
0Tage seit letztem Push
8Releases
1Bus-Faktor
30offene Issues
npm, PyPIPaket-Ökosysteme
Weitere Details
OpenSSF Scorecard 5.3 / 10
5.3Gesamtwert
Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 7 | CI-Tests | 9 out of 12 merged PRs checked by a CI test -- score normalized to 7 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 6 | Code-Review | Found 12/20 approved changesets -- score normalized to 6 |
| 10 | Contributors | project has 5 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 0 issue activity found in the last 90 days -- score normalized to 10 |
| k. A. | Packaging | packaging workflow not detected |
| 7 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 7 |
| 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 |
| 1 | Vulnerabilities | 9 existing vulnerabilities detected |
Direkte Abhängigkeiten 59
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| npm | @fontsource/inter | ^5.2.8 | frontend/package.json |
| npm | @fontsource/jetbrains-mono | ^5.2.8 | frontend/package.json |
| npm | clsx | ^2.1.0 | frontend/package.json |
| npm | echarts | ^6.1.0 | frontend/package.json |
| npm | highlight.js | ^11.11.1 | frontend/package.json |
| npm | i18next | ^26.3.6 | frontend/package.json |
| npm | i18next-browser-languagedetector | ^8.2.1 | frontend/package.json |
| npm | lucide-react | ^1.24.0 | frontend/package.json |
| npm | react | ^19.0.0 | frontend/package.json |
| npm | react-dom | ^19.2.7 | frontend/package.json |
| npm | react-i18next | ^17.0.9 | frontend/package.json |
| npm | react-markdown | ^9.0.0 | frontend/package.json |
| npm | react-router-dom | ^7.18.1 | frontend/package.json |
| npm | rehype-highlight | ^7.0.0 | frontend/package.json |
| npm | remark-gfm | ^4.0.1 | frontend/package.json |
| npm | sonner | ^2.0.7 | frontend/package.json |
| npm | tailwind-merge | ^3.6.0 | frontend/package.json |
| npm | zustand | ^5.0.14 | 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 | 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 | smartmoneyconcepts | >=0.0.27 | 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 | >=4.0.0 | 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 | 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 |
Alle Abhängigkeiten 657
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 100 direkte und 557 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| npm | @fontsource/inter | 5.2.8 | direkt |
| npm | @fontsource/jetbrains-mono | 5.2.8 | direkt |
| npm | clsx | 2.1.1 | direkt |
| npm | echarts | 6.1.0 | direkt |
| npm | highlight.js | 11.11.1 | direkt |
| npm | i18next | 26.3.6 | direkt |
| npm | i18next-browser-languagedetector | 8.2.1 | direkt |
| npm | lucide-react | 1.24.0 | direkt |
| npm | react | 19.2.7 | direkt |
| npm | react-dom | 19.2.7 | direkt |
| npm | react-i18next | 17.0.9 | direkt |
| npm | react-markdown | 9.1.0 | direkt |
| npm | react-router-dom | 7.18.1 | direkt |
| npm | rehype-highlight | 7.0.2 | direkt |
| npm | remark-gfm | 4.0.1 | direkt |
| npm | sonner | 2.0.7 | direkt |
| npm | tailwind-merge | 3.6.0 | direkt |
| npm | zustand | 5.0.14 | direkt |
| PyPI | akshare | — | direkt |
| PyPI | akshare | 1.18.64 | direkt |
| PyPI | bottleneck | — | direkt |
| PyPI | bottleneck | 1.6.0 | direkt |
| PyPI | ccxt | — | direkt |
| PyPI | ccxt | 4.5.64 | direkt |
| PyPI | ddgs | — | direkt |
| PyPI | ddgs | 9.14.4 | direkt |
| PyPI | defusedxml | — | direkt |
| PyPI | defusedxml | 0.7.1 | direkt |
| PyPI | duckdb | — | direkt |
| PyPI | duckdb | 1.5.4 | direkt |
| PyPI | fastapi | — | direkt |
| PyPI | fastapi | 0.139.0 | direkt |
| PyPI | fastmcp | — | direkt |
| PyPI | fastmcp | 3.4.4 | direkt |
| PyPI | httpx | — | direkt |
| PyPI | httpx | 0.28.1 | direkt |
| PyPI | jinja2 | — | direkt |
| PyPI | jinja2 | 3.1.6 | direkt |
| PyPI | joblib | — | direkt |
| PyPI | joblib | 1.5.3 | direkt |
| PyPI | langchain | — | direkt |
| PyPI | langchain | 1.3.13 | direkt |
| PyPI | langchain-core | — | direkt |
| PyPI | langchain-core | 1.4.9 | direkt |
| PyPI | langchain-openai | — | direkt |
| PyPI | langchain-openai | 1.3.5 | direkt |
| PyPI | langgraph | — | direkt |
| PyPI | langgraph | 1.2.9 | direkt |
| PyPI | langgraph-checkpoint | — | direkt |
| PyPI | langgraph-checkpoint | 4.1.1 | direkt |
| PyPI | matplotlib | — | direkt |
| PyPI | matplotlib | 3.11.0 | direkt |
| PyPI | numpy | — | direkt |
| PyPI | numpy | 2.4.6 | direkt |
| PyPI | oauth-cli-kit | — | direkt |
| PyPI | oauth-cli-kit | 0.1.6 | direkt |
| PyPI | openpyxl | — | direkt |
| PyPI | openpyxl | 3.1.5 | direkt |
| PyPI | pandas | — | direkt |
| PyPI | pandas | 2.3.3 | direkt |
| PyPI | pillow | — | direkt |
| PyPI | pillow | 12.3.0 | direkt |
| PyPI | prompt-toolkit | — | direkt |
| PyPI | prompt-toolkit | 3.0.52 | direkt |
| PyPI | pydantic | — | direkt |
| PyPI | pydantic | 2.13.4 | direkt |
| PyPI | pypdfium2 | — | direkt |
| PyPI | pypdfium2 | 5.11.0 | direkt |
| PyPI | python-docx | — | direkt |
| PyPI | python-docx | 1.2.0 | direkt |
| PyPI | python-dotenv | — | direkt |
| PyPI | python-dotenv | 1.2.2 | direkt |
| PyPI | python-multipart | — | direkt |
| PyPI | python-multipart | 0.0.32 | direkt |
| PyPI | python-pptx | — | direkt |
| PyPI | python-pptx | 1.0.2 | direkt |
| PyPI | pyyaml | — | direkt |
| PyPI | pyyaml | 6.0.3 | direkt |
| PyPI | requests | — | direkt |
| PyPI | requests | 2.34.2 | direkt |
| PyPI | rich | — | direkt |
| PyPI | rich | 15.0.0 | direkt |
| PyPI | scikit-learn | — | direkt |
| PyPI | scikit-learn | 1.9.0 | direkt |
| PyPI | scipy | — | direkt |
| PyPI | scipy | 1.17.1 | direkt |
| PyPI | smartmoneyconcepts | — | direkt |
| PyPI | smartmoneyconcepts | 0.0.27 | direkt |
| PyPI | sse-starlette | — | direkt |
| PyPI | sse-starlette | 3.4.5 | direkt |
| PyPI | tushare | — | direkt |
| PyPI | tushare | 1.4.29 | direkt |
| PyPI | uvicorn | — | direkt |
| PyPI | uvicorn | 0.51.0 | direkt |
| PyPI | weasyprint | — | direkt |
| PyPI | weasyprint | 69.0 | direkt |
| PyPI | websockets | — | direkt |
| PyPI | websockets | 15.0.1 | direkt |
| PyPI | yfinance | — | direkt |
| PyPI | yfinance | 1.5.1 | direkt |
| npm | @adobe/css-tools | 4.5.0 | indirekt |
| npm | @alloc/quick-lru | 5.2.0 | indirekt |
| npm | @asamuzakjp/css-color | 5.1.11 | indirekt |
| npm | @asamuzakjp/dom-selector | 7.1.1 | indirekt |
| npm | @asamuzakjp/generational-cache | 1.0.1 | indirekt |
| npm | @asamuzakjp/nwsapi | 2.3.9 | indirekt |
| npm | @babel/code-frame | 7.29.7 | indirekt |
| npm | @babel/compat-data | 7.29.7 | indirekt |
| npm | @babel/core | 7.29.7 | indirekt |
| npm | @babel/generator | 7.29.7 | indirekt |
| npm | @babel/helper-compilation-targets | 7.29.7 | indirekt |
| npm | @babel/helper-globals | 7.29.7 | indirekt |
| npm | @babel/helper-module-imports | 7.29.7 | indirekt |
| npm | @babel/helper-module-transforms | 7.29.7 | indirekt |
| npm | @babel/helper-plugin-utils | 7.28.6 | indirekt |
| npm | @babel/helper-string-parser | 7.29.7 | indirekt |
| npm | @babel/helper-validator-identifier | 7.29.7 | indirekt |
| npm | @babel/helper-validator-option | 7.29.7 | indirekt |
| npm | @babel/helpers | 7.29.7 | indirekt |
| npm | @babel/parser | 7.29.7 | indirekt |
| npm | @babel/plugin-transform-react-jsx-self | 7.27.1 | indirekt |
| npm | @babel/plugin-transform-react-jsx-source | 7.27.1 | indirekt |
| npm | @babel/runtime | 7.29.7 | indirekt |
| npm | @babel/template | 7.29.7 | indirekt |
| npm | @babel/traverse | 7.29.7 | indirekt |
| npm | @babel/types | 7.29.7 | indirekt |
| npm | @bcoe/v8-coverage | 1.0.2 | indirekt |
| npm | @bramus/specificity | 2.4.2 | indirekt |
| npm | @csstools/color-helpers | 6.1.0 | indirekt |
| npm | @csstools/css-calc | 3.2.1 | indirekt |
| npm | @csstools/css-color-parser | 4.1.9 | indirekt |
| npm | @csstools/css-parser-algorithms | 4.0.0 | indirekt |
| npm | @csstools/css-syntax-patches-for-csstree | 1.1.6 | indirekt |
| npm | @csstools/css-tokenizer | 4.0.0 | indirekt |
| npm | @esbuild/aix-ppc64 | 0.25.12 | indirekt |
| npm | @esbuild/android-arm | 0.25.12 | indirekt |
| npm | @esbuild/android-arm64 | 0.25.12 | indirekt |
| npm | @esbuild/android-x64 | 0.25.12 | indirekt |
| npm | @esbuild/darwin-arm64 | 0.25.12 | indirekt |
| npm | @esbuild/darwin-x64 | 0.25.12 | indirekt |
| npm | @esbuild/freebsd-arm64 | 0.25.12 | indirekt |
| npm | @esbuild/freebsd-x64 | 0.25.12 | indirekt |
| npm | @esbuild/linux-arm | 0.25.12 | indirekt |
| npm | @esbuild/linux-arm64 | 0.25.12 | indirekt |
| npm | @esbuild/linux-ia32 | 0.25.12 | indirekt |
| npm | @esbuild/linux-loong64 | 0.25.12 | indirekt |
| npm | @esbuild/linux-mips64el | 0.25.12 | indirekt |
| npm | @esbuild/linux-ppc64 | 0.25.12 | indirekt |
| npm | @esbuild/linux-riscv64 | 0.25.12 | indirekt |
| npm | @esbuild/linux-s390x | 0.25.12 | indirekt |
| npm | @esbuild/linux-x64 | 0.25.12 | indirekt |
| npm | @esbuild/netbsd-arm64 | 0.25.12 | indirekt |
| npm | @esbuild/netbsd-x64 | 0.25.12 | indirekt |
| npm | @esbuild/openbsd-arm64 | 0.25.12 | indirekt |
| npm | @esbuild/openbsd-x64 | 0.25.12 | indirekt |
| npm | @esbuild/openharmony-arm64 | 0.25.12 | indirekt |
| npm | @esbuild/sunos-x64 | 0.25.12 | indirekt |
| npm | @esbuild/win32-arm64 | 0.25.12 | indirekt |
| npm | @esbuild/win32-ia32 | 0.25.12 | indirekt |
| npm | @esbuild/win32-x64 | 0.25.12 | indirekt |
| npm | @exodus/bytes | 1.15.1 | indirekt |
| npm | @jridgewell/gen-mapping | 0.3.13 | indirekt |
| npm | @jridgewell/remapping | 2.3.5 | indirekt |
| npm | @jridgewell/resolve-uri | 3.1.2 | indirekt |
| npm | @jridgewell/sourcemap-codec | 1.5.5 | indirekt |
| npm | @jridgewell/trace-mapping | 0.3.31 | indirekt |
| npm | @nodelib/fs.scandir | 2.1.5 | indirekt |
| npm | @nodelib/fs.stat | 2.0.5 | indirekt |
| npm | @nodelib/fs.walk | 1.2.8 | indirekt |
| npm | @rolldown/pluginutils | 1.0.0-beta.27 | indirekt |
| npm | @rollup/rollup-android-arm-eabi | 4.59.0 | indirekt |
| npm | @rollup/rollup-android-arm64 | 4.59.0 | indirekt |
| npm | @rollup/rollup-darwin-arm64 | 4.59.0 | indirekt |
| npm | @rollup/rollup-darwin-x64 | 4.59.0 | indirekt |
| npm | @rollup/rollup-freebsd-arm64 | 4.59.0 | indirekt |
| npm | @rollup/rollup-freebsd-x64 | 4.59.0 | indirekt |
| npm | @rollup/rollup-linux-arm-gnueabihf | 4.59.0 | indirekt |
| npm | @rollup/rollup-linux-arm-musleabihf | 4.59.0 | indirekt |
| npm | @rollup/rollup-linux-arm64-gnu | 4.59.0 | indirekt |
| npm | @rollup/rollup-linux-arm64-musl | 4.59.0 | indirekt |
| npm | @rollup/rollup-linux-loong64-gnu | 4.59.0 | indirekt |
| npm | @rollup/rollup-linux-loong64-musl | 4.59.0 | indirekt |
| npm | @rollup/rollup-linux-ppc64-gnu | 4.59.0 | indirekt |
| npm | @rollup/rollup-linux-ppc64-musl | 4.59.0 | indirekt |
| npm | @rollup/rollup-linux-riscv64-gnu | 4.59.0 | indirekt |
| npm | @rollup/rollup-linux-riscv64-musl | 4.59.0 | indirekt |
| npm | @rollup/rollup-linux-s390x-gnu | 4.59.0 | indirekt |
| npm | @rollup/rollup-linux-x64-gnu | 4.59.0 | indirekt |
| npm | @rollup/rollup-linux-x64-musl | 4.59.0 | indirekt |
| npm | @rollup/rollup-openbsd-x64 | 4.59.0 | indirekt |
| npm | @rollup/rollup-openharmony-arm64 | 4.59.0 | indirekt |
| npm | @rollup/rollup-win32-arm64-msvc | 4.59.0 | indirekt |
| npm | @rollup/rollup-win32-ia32-msvc | 4.59.0 | indirekt |
| npm | @rollup/rollup-win32-x64-gnu | 4.59.0 | indirekt |
| npm | @rollup/rollup-win32-x64-msvc | 4.59.0 | indirekt |
| npm | @standard-schema/spec | 1.1.0 | indirekt |
| npm | @tailwindcss/typography | 0.5.20 | indirekt |
| npm | @testing-library/dom | 10.4.1 | indirekt |
| npm | @testing-library/jest-dom | 6.9.1 | indirekt |
| npm | @testing-library/react | 16.3.2 | indirekt |
| npm | @testing-library/user-event | 14.6.1 | indirekt |
| npm | @types/aria-query | 5.0.4 | indirekt |
| npm | @types/babel__core | 7.20.5 | indirekt |
| npm | @types/babel__generator | 7.27.0 | indirekt |
| npm | @types/babel__template | 7.4.4 | indirekt |
| npm | @types/babel__traverse | 7.28.0 | indirekt |
| npm | @types/chai | 5.2.3 | indirekt |
| npm | @types/debug | 4.1.12 | indirekt |
| npm | @types/deep-eql | 4.0.2 | indirekt |
| npm | @types/estree | 1.0.8 | indirekt |
| npm | @types/estree-jsx | 1.0.5 | indirekt |
| npm | @types/hast | 3.0.4 | indirekt |
| npm | @types/mdast | 4.0.4 | indirekt |
| npm | @types/ms | 2.1.0 | indirekt |
| npm | @types/react | 19.2.17 | indirekt |
| npm | @types/react-dom | 19.2.3 | indirekt |
| npm | @types/unist | 2.0.11 | indirekt |
| npm | @types/unist | 3.0.3 | indirekt |
| npm | @ungap/structured-clone | 1.3.0 | indirekt |
| npm | @vitejs/plugin-react | 4.7.0 | indirekt |
| npm | @vitest/coverage-v8 | 4.1.10 | indirekt |
| npm | @vitest/expect | 4.1.10 | indirekt |
| npm | @vitest/mocker | 4.1.10 | indirekt |
| npm | @vitest/pretty-format | 4.1.10 | indirekt |
| npm | @vitest/runner | 4.1.10 | indirekt |
| npm | @vitest/snapshot | 4.1.10 | indirekt |
| npm | @vitest/spy | 4.1.10 | indirekt |
| npm | @vitest/utils | 4.1.10 | indirekt |
| npm | ansi-regex | 5.0.1 | indirekt |
| npm | ansi-styles | 5.2.0 | indirekt |
| npm | any-promise | 1.3.0 | indirekt |
| npm | anymatch | 3.1.3 | indirekt |
| npm | arg | 5.0.2 | indirekt |
| npm | aria-query | 5.3.0 | indirekt |
| npm | assertion-error | 2.0.1 | indirekt |
| npm | ast-v8-to-istanbul | 1.0.3 | indirekt |
| npm | autoprefixer | 10.5.2 | indirekt |
| npm | bail | 2.0.2 | indirekt |
| npm | baseline-browser-mapping | 2.10.43 | indirekt |
| npm | bidi-js | 1.0.3 | indirekt |
| npm | binary-extensions | 2.3.0 | indirekt |
| npm | braces | 3.0.3 | indirekt |
| npm | browserslist | 4.28.6 | indirekt |
| npm | camelcase-css | 2.0.1 | indirekt |
| npm | caniuse-lite | 1.0.30001805 | indirekt |
| npm | ccount | 2.0.1 | indirekt |
| npm | chai | 6.2.2 | indirekt |
| npm | character-entities | 2.0.2 | indirekt |
| npm | character-entities-html4 | 2.1.0 | indirekt |
| npm | character-entities-legacy | 3.0.0 | indirekt |
| npm | character-reference-invalid | 2.0.1 | indirekt |
| npm | chokidar | 3.6.0 | indirekt |
| npm | comma-separated-tokens | 2.0.3 | indirekt |
| npm | commander | 4.1.1 | indirekt |
| npm | convert-source-map | 2.0.0 | indirekt |
| npm | cookie | 1.1.1 | indirekt |
| npm | css-tree | 3.2.1 | indirekt |
| npm | css.escape | 1.5.1 | indirekt |
| npm | cssesc | 3.0.0 | indirekt |
| npm | csstype | 3.2.3 | indirekt |
| npm | data-urls | 7.0.0 | indirekt |
| npm | debug | 4.4.3 | indirekt |
| npm | decimal.js | 10.6.0 | indirekt |
| npm | decode-named-character-reference | 1.3.0 | indirekt |
| npm | dequal | 2.0.3 | indirekt |
| npm | devlop | 1.1.0 | indirekt |
| npm | didyoumean | 1.2.2 | indirekt |
| npm | dlv | 1.1.3 | indirekt |
| npm | dom-accessibility-api | 0.5.16 | indirekt |
| npm | dom-accessibility-api | 0.6.3 | indirekt |
| npm | electron-to-chromium | 1.5.389 | indirekt |
| npm | entities | 8.0.0 | indirekt |
| npm | es-module-lexer | 2.1.0 | indirekt |
| npm | esbuild | 0.25.12 | indirekt |
| npm | escalade | 3.2.0 | indirekt |
| npm | escape-string-regexp | 5.0.0 | indirekt |
| npm | estree-util-is-identifier-name | 3.0.0 | indirekt |
| npm | estree-walker | 3.0.3 | indirekt |
| npm | expect-type | 1.3.0 | indirekt |
| npm | extend | 3.0.2 | indirekt |
| npm | fast-glob | 3.3.3 | indirekt |
| npm | fastq | 1.20.1 | indirekt |
| npm | fdir | 6.5.0 | indirekt |
| npm | fill-range | 7.1.1 | indirekt |
| npm | fraction.js | 5.3.4 | indirekt |
| npm | fsevents | 2.3.3 | indirekt |
| npm | function-bind | 1.1.2 | indirekt |
| npm | gensync | 1.0.0-beta.2 | indirekt |
| npm | glob-parent | 5.1.2 | indirekt |
| npm | glob-parent | 6.0.2 | indirekt |
| npm | has-flag | 4.0.0 | indirekt |
| npm | hasown | 2.0.2 | indirekt |
| npm | hast-util-is-element | 3.0.0 | indirekt |
| npm | hast-util-to-jsx-runtime | 2.3.6 | indirekt |
| npm | hast-util-to-text | 4.0.2 | indirekt |
| npm | hast-util-whitespace | 3.0.0 | indirekt |
| npm | html-encoding-sniffer | 6.0.0 | indirekt |
| npm | html-escaper | 2.0.2 | indirekt |
| npm | html-parse-stringify | 3.0.1 | indirekt |
| npm | html-url-attributes | 3.0.1 | indirekt |
| npm | indent-string | 4.0.0 | indirekt |
| npm | inline-style-parser | 0.2.7 | indirekt |
| npm | is-alphabetical | 2.0.1 | indirekt |
| npm | is-alphanumerical | 2.0.1 | indirekt |
| npm | is-binary-path | 2.1.0 | indirekt |
| npm | is-core-module | 2.16.1 | indirekt |
| npm | is-decimal | 2.0.1 | indirekt |
| npm | is-extglob | 2.1.1 | indirekt |
| npm | is-glob | 4.0.3 | indirekt |
| npm | is-hexadecimal | 2.0.1 | indirekt |
| npm | is-number | 7.0.0 | indirekt |
| npm | is-plain-obj | 4.1.0 | indirekt |
| npm | is-potential-custom-element-name | 1.0.1 | indirekt |
| npm | istanbul-lib-coverage | 3.2.2 | indirekt |
| npm | istanbul-lib-report | 3.0.1 | indirekt |
| npm | istanbul-reports | 3.2.0 | indirekt |
| npm | jiti | 1.21.7 | indirekt |
| npm | js-tokens | 10.0.0 | indirekt |
| npm | js-tokens | 4.0.0 | indirekt |
| npm | jsdom | 29.1.1 | indirekt |
| npm | jsesc | 3.1.0 | indirekt |
| npm | json5 | 2.2.3 | indirekt |
| npm | lilconfig | 3.1.3 | indirekt |
| npm | lines-and-columns | 1.2.4 | indirekt |
| npm | longest-streak | 3.1.0 | indirekt |
| npm | lowlight | 3.3.0 | indirekt |
| npm | lru-cache | 11.5.2 | indirekt |
| npm | lru-cache | 5.1.1 | indirekt |
| npm | lz-string | 1.5.0 | indirekt |
| npm | magic-string | 0.30.21 | indirekt |
| npm | magicast | 0.5.3 | indirekt |
| npm | make-dir | 4.0.0 | indirekt |
| npm | markdown-table | 3.0.4 | indirekt |
| npm | mdast-util-find-and-replace | 3.0.2 | indirekt |
| npm | mdast-util-from-markdown | 2.0.3 | indirekt |
| npm | mdast-util-gfm | 3.1.0 | indirekt |
| npm | mdast-util-gfm-autolink-literal | 2.0.1 | indirekt |
| npm | mdast-util-gfm-footnote | 2.1.0 | indirekt |
| npm | mdast-util-gfm-strikethrough | 2.0.0 | indirekt |
| npm | mdast-util-gfm-table | 2.0.0 | indirekt |
| npm | mdast-util-gfm-task-list-item | 2.0.0 | indirekt |
| npm | mdast-util-mdx-expression | 2.0.1 | indirekt |
| npm | mdast-util-mdx-jsx | 3.2.0 | indirekt |
| npm | mdast-util-mdxjs-esm | 2.0.1 | indirekt |
| npm | mdast-util-phrasing | 4.1.0 | indirekt |
| npm | mdast-util-to-hast | 13.2.1 | indirekt |
| npm | mdast-util-to-markdown | 2.1.2 | indirekt |
| npm | mdast-util-to-string | 4.0.0 | indirekt |
| npm | mdn-data | 2.27.1 | indirekt |
| npm | merge2 | 1.4.1 | indirekt |
| npm | micromark | 4.0.2 | indirekt |
| npm | micromark-core-commonmark | 2.0.3 | indirekt |
| npm | micromark-extension-gfm | 3.0.0 | indirekt |
| npm | micromark-extension-gfm-autolink-literal | 2.1.0 | indirekt |
| npm | micromark-extension-gfm-footnote | 2.1.0 | indirekt |
| npm | micromark-extension-gfm-strikethrough | 2.1.0 | indirekt |
| npm | micromark-extension-gfm-table | 2.1.1 | indirekt |
| npm | micromark-extension-gfm-tagfilter | 2.0.0 | indirekt |
| npm | micromark-extension-gfm-task-list-item | 2.1.0 | indirekt |
| npm | micromark-factory-destination | 2.0.1 | indirekt |
| npm | micromark-factory-label | 2.0.1 | indirekt |
| npm | micromark-factory-space | 2.0.1 | indirekt |
| npm | micromark-factory-title | 2.0.1 | indirekt |
| npm | micromark-factory-whitespace | 2.0.1 | indirekt |
| npm | micromark-util-character | 2.1.1 | indirekt |
| npm | micromark-util-chunked | 2.0.1 | indirekt |
| npm | micromark-util-classify-character | 2.0.1 | indirekt |
| npm | micromark-util-combine-extensions | 2.0.1 | indirekt |
| npm | micromark-util-decode-numeric-character-reference | 2.0.2 | indirekt |
| npm | micromark-util-decode-string | 2.0.1 | indirekt |
| npm | micromark-util-encode | 2.0.1 | indirekt |
| npm | micromark-util-html-tag-name | 2.0.1 | indirekt |
| npm | micromark-util-normalize-identifier | 2.0.1 | indirekt |
| npm | micromark-util-resolve-all | 2.0.1 | indirekt |
| npm | micromark-util-sanitize-uri | 2.0.1 | indirekt |
| npm | micromark-util-subtokenize | 2.1.0 | indirekt |
| npm | micromark-util-symbol | 2.0.1 | indirekt |
| npm | micromark-util-types | 2.0.2 | indirekt |
| npm | micromatch | 4.0.8 | indirekt |
| npm | min-indent | 1.0.1 | indirekt |
| npm | ms | 2.1.3 | indirekt |
| npm | mz | 2.7.0 | indirekt |
| npm | nanoid | 3.3.16 | indirekt |
| npm | node-releases | 2.0.51 | indirekt |
| npm | normalize-path | 3.0.0 | indirekt |
| npm | object-assign | 4.1.1 | indirekt |
| npm | object-hash | 3.0.0 | indirekt |
| npm | obug | 2.1.2 | indirekt |
| npm | parse-entities | 4.0.2 | indirekt |
| npm | parse5 | 8.0.1 | indirekt |
| npm | path-parse | 1.0.7 | indirekt |
| npm | pathe | 2.0.3 | indirekt |
| npm | picocolors | 1.1.1 | indirekt |
| npm | picomatch | 2.3.2 | indirekt |
| npm | picomatch | 4.0.4 | indirekt |
| npm | pify | 2.3.0 | indirekt |
| npm | pirates | 4.0.7 | indirekt |
| npm | postcss | 8.5.18 | indirekt |
| npm | postcss-import | 15.1.0 | indirekt |
| npm | postcss-js | 4.1.0 | indirekt |
| npm | postcss-load-config | 6.0.1 | indirekt |
| npm | postcss-nested | 6.2.0 | indirekt |
| npm | postcss-selector-parser | 6.0.10 | indirekt |
| npm | postcss-selector-parser | 6.1.2 | indirekt |
| npm | postcss-value-parser | 4.2.0 | indirekt |
| npm | pretty-format | 27.5.1 | indirekt |
| npm | property-information | 7.1.0 | indirekt |
| npm | punycode | 2.3.1 | indirekt |
| npm | queue-microtask | 1.2.3 | indirekt |
| npm | react-is | 17.0.2 | indirekt |
| npm | react-refresh | 0.17.0 | indirekt |
| npm | react-router | 7.18.1 | indirekt |
| npm | read-cache | 1.0.0 | indirekt |
| npm | readdirp | 3.6.0 | indirekt |
| npm | redent | 3.0.0 | indirekt |
| npm | remark-parse | 11.0.0 | indirekt |
| npm | remark-rehype | 11.1.2 | indirekt |
| npm | remark-stringify | 11.0.0 | indirekt |
| npm | require-from-string | 2.0.2 | indirekt |
| npm | resolve | 1.22.11 | indirekt |
| npm | reusify | 1.1.0 | indirekt |
| npm | rollup | 4.59.0 | indirekt |
| npm | run-parallel | 1.2.0 | indirekt |
| npm | saxes | 6.0.0 | indirekt |
| npm | scheduler | 0.27.0 | indirekt |
| npm | semver | 6.3.1 | indirekt |
| npm | semver | 7.8.1 | indirekt |
| npm | set-cookie-parser | 2.7.2 | indirekt |
| npm | siginfo | 2.0.0 | indirekt |
| npm | source-map-js | 1.2.1 | indirekt |
| npm | space-separated-tokens | 2.0.2 | indirekt |
| npm | stackback | 0.0.2 | indirekt |
| npm | std-env | 4.1.0 | indirekt |
| npm | stringify-entities | 4.0.4 | indirekt |
| npm | strip-indent | 3.0.0 | indirekt |
| npm | style-to-js | 1.1.21 | indirekt |
| npm | style-to-object | 1.0.14 | indirekt |
| npm | sucrase | 3.35.1 | indirekt |
| npm | supports-color | 7.2.0 | indirekt |
| npm | supports-preserve-symlinks-flag | 1.0.0 | indirekt |
| npm | symbol-tree | 3.2.4 | indirekt |
| npm | tailwindcss | 3.4.19 | indirekt |
| npm | thenify | 3.3.1 | indirekt |
| npm | thenify-all | 1.6.0 | indirekt |
| npm | tinybench | 2.9.0 | indirekt |
| npm | tinyexec | 1.2.4 | indirekt |
| npm | tinyglobby | 0.2.15 | indirekt |
| npm | tinyrainbow | 3.1.0 | indirekt |
| npm | tldts | 7.4.2 | indirekt |
| npm | tldts-core | 7.4.2 | indirekt |
| npm | to-regex-range | 5.0.1 | indirekt |
| npm | tough-cookie | 6.0.1 | indirekt |
| npm | tr46 | 6.0.0 | indirekt |
| npm | trim-lines | 3.0.1 | indirekt |
| npm | trough | 2.2.0 | indirekt |
| npm | ts-interface-checker | 0.1.13 | indirekt |
| npm | tslib | 2.3.0 | indirekt |
| npm | typescript | 5.9.3 | indirekt |
| npm | undici | 7.28.0 | indirekt |
| npm | unified | 11.0.5 | indirekt |
| npm | unist-util-find-after | 5.0.0 | indirekt |
| npm | unist-util-is | 6.0.1 | indirekt |
| npm | unist-util-position | 5.0.0 | indirekt |
| npm | unist-util-stringify-position | 4.0.0 | indirekt |
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| npm | unist-util-visit-parents | 6.0.2 | indirekt |
| npm | update-browserslist-db | 1.2.3 | indirekt |
| npm | use-sync-external-store | 1.6.0 | indirekt |
| npm | util-deprecate | 1.0.2 | indirekt |
| npm | vfile | 6.0.3 | indirekt |
| npm | vfile-message | 4.0.3 | indirekt |
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| npm | vitest | 4.1.10 | indirekt |
| npm | void-elements | 3.1.0 | indirekt |
| npm | w3c-xmlserializer | 5.0.0 | indirekt |
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| PyPI | pytest | — | indirekt |
| PyPI | pytest-cov | — | indirekt |
| PyPI | pytest-socket | — | indirekt |
| PyPI | python-dateutil | 2.9.0.post0 | indirekt |
| PyPI | python-socketio | — | indirekt |
| PyPI | python-telegram-bot | — | indirekt |
| PyPI | pytz | 2026.2 | indirekt |
| PyPI | qq-botpy | — | indirekt |
| PyPI | qrcode | — | indirekt |
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| PyPI | ruff | — | indirekt |
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| PyPI | slack-sdk | — | indirekt |
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"components": [
"packaging"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 53,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 5.3
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "9 out of 12 merged PRs checked by a CI test -- score normalized to 7",
"points": 1.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 12/20 approved changesets -- score normalized to 6",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 5 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 7",
"points": 3.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "9 existing vulnerabilities detected",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 6
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 40,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 61,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"package-lock.json"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": true,
"has_linter_config": false,
"typecheck_configs": [
"frontend/src/i18n/locales/tsconfig.json",
"frontend/tsconfig.json"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "frontend/src/i18n/locales/tsconfig.json, frontend/tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "frontend/src/i18n/locales/tsconfig.json, frontend/tsconfig.json"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "devcontainer, Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "devcontainer, Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 7",
"points": 7,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 82,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 218066,
"source_files_sampled": 1274,
"oversized_source_files": 8
},
"components": [
{
"key": "type_checkable_code",
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"detail": "Python with type-check config (frontend/src/i18n/locales/tsconfig.json, frontend/tsconfig.json)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "frontend/src/i18n/locales/tsconfig.json, frontend/tsconfig.json",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "8/1274 source files over 60KB",
"points": 54.7,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 1274,
"oversized": 8
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "critical",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 20,
"inputs": {
"example_dirs": [],
"has_mcp_signal": true,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-19T04:08:35.688721Z",
"schema_version": "0.14.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/h/hkuds/vibe-trading.svg",
"full_name": "hkuds/vibe-trading",
"license_state": "standard",
"license_spdx": "MIT"
}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.14.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.