Öffentliches RegisterGut
Software-GesundheitsberichtSchema 0.14.0 · Metriken 1.13.0 · 2026-07-18 17:47 UTC
githubsecuritylab / seclab-taskflow-agent
GitHub Security Lab Taskflow Agent
githubsecuritylab/seclab-taskflow-agent erreicht einen Gesundheitsindex von 74 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (91/100) ab, am schwächsten bei AI Readiness (44/100). Zuletzt vor 1 Tag aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.
74
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.
74
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
GitHub Security LabOrganisation
240 Follower15 öffentliche Reposseit März 2023
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 | seclab-taskflow-agent | 0.4.1 | 1.224 | 15 | vor 10 Tagen | agentic-workflowsmcpopenai-agentspydanticsecurity-researchtaskflowyaml |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
91
Entwicklungsaktivität
92Exzellent
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 1 Tagen |
| 28.4/36 | Commit-Rhythmus — 41/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 809 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 | 809 |
| human_commit_share | — |
| days_since_last_push | 1 |
| active_weeks_last_year | 41 |
Release-Disziplin
90Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 26 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 10 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 15,3 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Verwendete Eingangsdaten
| releases_count | 26 |
| latest_release_tag | v0.4.1 |
| releases_from_tags | nein |
| days_since_latest_release | 10 |
| mean_days_between_releases | 15,3 |
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
62
Popularität & Verbreitung
49Gefährdet
Wie die Bewertung erfolgt
| 37.8/60 | Stars — 214 Stars |
| 11.5/25 | Forks — 25 Forks |
| 0/15 | Watcher — 2 Watcher |
Verwendete Eingangsdaten
| forks | 25 |
| stars | 214 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
85Exzellent
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 |
| 0/6.3 | 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 | nein |
Wie die Bewertung erfolgt
| 41.2/80 | Downloads pro Monat — 1.224 Downloads/Monat über pypi |
| 0/20 | Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen |
Verwendete Eingangsdaten
| packages | seclab-taskflow-agent |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 1.224 |
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?
72
Wie die Bewertung erfolgt
| 25.2/54 | Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab |
| 11.4/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 49 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 13 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
Verwendete Eingangsdaten
| bus_factor | 2 |
| contributors_sampled | 13 |
| top_contributor_share | 0,492 |
Wie die Bewertung erfolgt
| 28.3/46.8 | Issue-Lösungsquote — 60 % der Issues geschlossen |
| 30.2/38.3 | PR-Annahme — 183/232 entschiedene PRs gemergt |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Verwendete Eingangsdaten
| merged_prs | 183 |
| open_issues | 15 |
| closed_issues | 23 |
| issue_closed_ratio | 0,605 |
| closed_unmerged_prs | 49 |
Eigentümerschaft & Trägerschaft
63Mittel
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 17.1/25 | Reichweite des Inhabers — 240 Follower von GitHubSecurityLab |
| 15.5/25 | Kontohistorie — 15 öffentliche Repos, Kontoalter ca. 3 Jahre |
Verwendete Eingangsdaten
| followers | 240 |
| owner_type | Organization |
| is_verified | — |
| owner_login | GitHubSecurityLab |
| public_repos | 15 |
| account_age_days | 1.230 |
Paketpflege
100Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 10 Tagen |
| 20/20 | Versionshistorie — 15 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | seclab-taskflow-agent |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 10 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
71
Engineering-Praktiken
68Mittel
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 6 Workflow(s) |
| 24/24 | Tests vorhanden |
| 0/16 | Linter-Konfiguration |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 6 out of 6 merged PRs checked by a CI test -- score normalized to 10 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | nein |
| has_precommit_config | nein |
Dokumentation
75Gut
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 0/15 | Dokumentations-/Homepage-Site |
| 10/10 | Repository-Beschreibung |
| 0/10 | Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | — |
| has_wiki | ja |
| homepage | — |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
72
Sicherheitslage
72Gut
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 6 out of 6 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 |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| 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 |
| 5/5 | Packaging — packaging workflow detected |
| 1.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3 |
| 5/5 | SAST — SAST tool is run on all commits |
| 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 |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 7,2 |
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.
44
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 — src/seclab_taskflow_agent/mcp_servers/codeql/jsonrpyc/py.typed |
| 10/10 | Reproduzierbare Umgebung — devcontainer, Dockerfile |
| 0/10 | Belegte Agentenpraxis — keine Daten |
| 0/8 | Automatisierte Wartung — keine Daten |
| 3/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | — |
| has_dockerfile | ja |
| typed_language | nein |
| bootstrap_files | — |
| has_devcontainer | ja |
| has_linter_config | nein |
| typecheck_configs | src/seclab_taskflow_agent/mcp_servers/codeql/jsonrpyc/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis, Automatisierte Wartung. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
| 27/45 | Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (src/seclab_taskflow_agent/mcp_servers/codeql/jsonrpyc/py.typed) |
| 54.4/55 | Handhabbare Dateigrößen — 1/85 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 64.756 |
| source_files_sampled | 85 |
| oversized_source_files | 1 |
Wie die Bewertung erfolgt
| 0/40 | API-Schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP-Server |
| 40/40 | Lauffähige Beispiele — examples |
Verwendete Eingangsdaten
| example_dirs | examples |
| has_mcp_signal | ja |
| api_schema_files | — |
Eckdaten
214GitHub-Sterne
13Mitwirkende
809Commits, letzte 12 Monate
1Tage seit letztem Push
26Releases
2Bus-Faktor
15offene Issues
PyPIPaket-Ökosysteme
Weitere Details
OpenSSF Scorecard 7.2 / 10
7.2Gesamtwert
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 |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 6 out of 6 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 |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 3 contributing companies or organizations -- score normalized to 10 |
| 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 |
| 10 | Packaging | packaging workflow detected |
| 3 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 3 |
| 10 | SAST | SAST tool is run on all commits |
| 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 |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direkte Abhängigkeiten 85
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | aiofiles | ==24.1.0 | pyproject.toml |
| PyPI | annotated-types | ==0.7.0 | pyproject.toml |
| PyPI | anthropic | >=0.50,<1 | pyproject.toml |
| PyPI | anyio | ==4.9.0 | pyproject.toml |
| PyPI | attrs | ==25.3.0 | pyproject.toml |
| PyPI | Authlib | ==1.6.12 | pyproject.toml |
| PyPI | certifi | ==2025.6.15 | pyproject.toml |
| PyPI | cffi | ==2.0.0 | pyproject.toml |
| PyPI | charset-normalizer | ==3.4.2 | pyproject.toml |
| PyPI | click | ==8.2.1 | pyproject.toml |
| PyPI | colorama | ==0.4.6 | pyproject.toml |
| PyPI | cryptography | ==48.0.1 | pyproject.toml |
| PyPI | cyclopts | ==4.0.0 | pyproject.toml |
| PyPI | distro | ==1.9.0 | pyproject.toml |
| PyPI | dnspython | ==2.8.0 | pyproject.toml |
| PyPI | docstring_parser | ==0.17.0 | pyproject.toml |
| PyPI | docutils | ==0.22 | pyproject.toml |
| PyPI | email-validator | ==2.3.0 | pyproject.toml |
| PyPI | exceptiongroup | ==1.3.0 | pyproject.toml |
| PyPI | fastmcp | ==3.2.0 | pyproject.toml |
| PyPI | github-copilot-sdk | >=0.2.2,<0.3 | pyproject.toml |
| PyPI | griffe | ==1.7.3 | pyproject.toml |
| PyPI | h11 | ==0.16.0 | pyproject.toml |
| PyPI | httpcore | ==1.0.9 | pyproject.toml |
| PyPI | httpx | ==0.28.1 | pyproject.toml |
| PyPI | httpx-sse | ==0.4.1 | pyproject.toml |
| PyPI | idna | ==3.15 | pyproject.toml |
| PyPI | importlib_metadata | ==8.7.0 | pyproject.toml |
| PyPI | isodate | ==0.7.2 | pyproject.toml |
| PyPI | jedi | ==0.19.2 | pyproject.toml |
| PyPI | Jinja2 | >=3.1.0 | pyproject.toml |
| PyPI | jiter | ==0.10.0 | pyproject.toml |
| PyPI | jsonschema | ==4.24.0 | pyproject.toml |
| PyPI | jsonschema-path | ==0.3.4 | pyproject.toml |
| PyPI | jsonschema-specifications | ==2025.4.1 | pyproject.toml |
| PyPI | lazy-object-proxy | ==1.12.0 | pyproject.toml |
| PyPI | markdown-it-py | ==3.0.0 | pyproject.toml |
| PyPI | MarkupSafe | ==3.0.2 | pyproject.toml |
| PyPI | mcp | ==1.28.1 | pyproject.toml |
| PyPI | mdurl | ==0.1.2 | pyproject.toml |
| PyPI | more-itertools | ==10.8.0 | pyproject.toml |
| PyPI | openai | ==1.107.0 | pyproject.toml |
| PyPI | openai-agents | ==0.2.11 | pyproject.toml |
| PyPI | openapi-core | ==0.19.5 | pyproject.toml |
| PyPI | openapi-pydantic | ==0.5.1 | pyproject.toml |
| PyPI | openapi-schema-validator | ==0.6.3 | pyproject.toml |
| PyPI | openapi-spec-validator | ==0.7.2 | pyproject.toml |
| PyPI | parse | ==1.20.2 | pyproject.toml |
| PyPI | parso | ==0.8.4 | pyproject.toml |
| PyPI | pathable | ==0.4.4 | pyproject.toml |
| PyPI | platformdirs | ==4.5.0 | pyproject.toml |
| PyPI | pluggy | ==1.6.0 | pyproject.toml |
| PyPI | pycparser | ==2.23 | pyproject.toml |
| PyPI | pydantic | ==2.13.3 | pyproject.toml |
| PyPI | pydantic-settings | ==2.14.2 | pyproject.toml |
| PyPI | pydantic_core | ==2.46.3 | pyproject.toml |
| PyPI | Pygments | ==2.20.0 | pyproject.toml |
| PyPI | pyperclip | ==1.9.0 | pyproject.toml |
| PyPI | python-dotenv | ==1.2.2 | pyproject.toml |
| PyPI | python-lsp-jsonrpc | ==1.1.2 | pyproject.toml |
| PyPI | python-lsp-server | ==1.12.2 | pyproject.toml |
| PyPI | python-multipart | ==0.0.31 | pyproject.toml |
| PyPI | PyYAML | ==6.0.2 | pyproject.toml |
| PyPI | referencing | ==0.36.2 | pyproject.toml |
| PyPI | requests | ==2.33.0 | pyproject.toml |
| PyPI | rfc3339-validator | ==0.1.4 | pyproject.toml |
| PyPI | rich | ==14.0.0 | pyproject.toml |
| PyPI | rich-rst | ==1.3.1 | pyproject.toml |
| PyPI | rpds-py | ==0.26.0 | pyproject.toml |
| PyPI | shellingham | ==1.5.4 | pyproject.toml |
| PyPI | six | ==1.17.0 | pyproject.toml |
| PyPI | sniffio | ==1.3.1 | pyproject.toml |
| PyPI | SQLAlchemy | ==2.0.41 | pyproject.toml |
| PyPI | sse-starlette | ==2.4.1 | pyproject.toml |
| PyPI | starlette | ==1.3.1 | pyproject.toml |
| PyPI | strenum | ==0.4.15 | pyproject.toml |
| PyPI | tqdm | ==4.67.1 | pyproject.toml |
| PyPI | typer | ==0.16.0 | pyproject.toml |
| PyPI | types-requests | ==2.32.4.20250611 | pyproject.toml |
| PyPI | typing-inspection | ==0.4.2 | pyproject.toml |
| PyPI | typing_extensions | ==4.15.0 | pyproject.toml |
| PyPI | ujson | ==5.13.0 | pyproject.toml |
| PyPI | urllib3 | ==2.7.0 | pyproject.toml |
| PyPI | uvicorn | ==0.35.0 | pyproject.toml |
| PyPI | zipp | ==3.23.0 | pyproject.toml |
Alle Abhängigkeiten 85
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 85 direkte und 0 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| PyPI | aiofiles | 24.1.0 | direkt |
| PyPI | annotated-types | 0.7.0 | direkt |
| PyPI | anthropic | — | direkt |
| PyPI | anyio | 4.9.0 | direkt |
| PyPI | attrs | 25.3.0 | direkt |
| PyPI | authlib | 1.6.12 | direkt |
| PyPI | certifi | 2025.6.15 | direkt |
| PyPI | cffi | 2.0.0 | direkt |
| PyPI | charset-normalizer | 3.4.2 | direkt |
| PyPI | click | 8.2.1 | direkt |
| PyPI | colorama | 0.4.6 | direkt |
| PyPI | cryptography | 48.0.1 | direkt |
| PyPI | cyclopts | 4.0.0 | direkt |
| PyPI | distro | 1.9.0 | direkt |
| PyPI | dnspython | 2.8.0 | direkt |
| PyPI | docstring-parser | 0.17.0 | direkt |
| PyPI | docutils | 0.22 | direkt |
| PyPI | email-validator | 2.3.0 | direkt |
| PyPI | exceptiongroup | 1.3.0 | direkt |
| PyPI | fastmcp | 3.2.0 | direkt |
| PyPI | github-copilot-sdk | — | direkt |
| PyPI | griffe | 1.7.3 | direkt |
| PyPI | h11 | 0.16.0 | direkt |
| PyPI | httpcore | 1.0.9 | direkt |
| PyPI | httpx | 0.28.1 | direkt |
| PyPI | httpx-sse | 0.4.1 | direkt |
| PyPI | idna | 3.15 | direkt |
| PyPI | importlib-metadata | 8.7.0 | direkt |
| PyPI | isodate | 0.7.2 | direkt |
| PyPI | jedi | 0.19.2 | direkt |
| PyPI | jinja2 | — | direkt |
| PyPI | jiter | 0.10.0 | direkt |
| PyPI | jsonschema | 4.24.0 | direkt |
| PyPI | jsonschema-path | 0.3.4 | direkt |
| PyPI | jsonschema-specifications | 2025.4.1 | direkt |
| PyPI | lazy-object-proxy | 1.12.0 | direkt |
| PyPI | markdown-it-py | 3.0.0 | direkt |
| PyPI | markupsafe | 3.0.2 | direkt |
| PyPI | mcp | 1.28.1 | direkt |
| PyPI | mdurl | 0.1.2 | direkt |
| PyPI | more-itertools | 10.8.0 | direkt |
| PyPI | openai | 1.107.0 | direkt |
| PyPI | openai-agents | 0.2.11 | direkt |
| PyPI | openapi-core | 0.19.5 | direkt |
| PyPI | openapi-pydantic | 0.5.1 | direkt |
| PyPI | openapi-schema-validator | 0.6.3 | direkt |
| PyPI | openapi-spec-validator | 0.7.2 | direkt |
| PyPI | parse | 1.20.2 | direkt |
| PyPI | parso | 0.8.4 | direkt |
| PyPI | pathable | 0.4.4 | direkt |
| PyPI | platformdirs | 4.5.0 | direkt |
| PyPI | pluggy | 1.6.0 | direkt |
| PyPI | pycparser | 2.23 | direkt |
| PyPI | pydantic | 2.13.3 | direkt |
| PyPI | pydantic-core | 2.46.3 | direkt |
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},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 52,
"inputs": {
"packages": [
"seclab-taskflow-agent"
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"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 1224
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "1,224 downloads/month across pypi",
"points": 41.2,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 1224,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "good",
"name": "Sustainability & Governance",
"value": 72,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "moderate",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"bus_factor": 2,
"contributors_sampled": 13,
"top_contributor_share": 0.492
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "2 contributor(s) cover half of all commits",
"points": 25.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 2
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 49% of commits",
"points": 11.4,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 49
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}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "13 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 13
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 74,
"inputs": {
"merged_prs": 183,
"open_issues": 15,
"closed_issues": 23,
"issue_closed_ratio": 0.605,
"closed_unmerged_prs": 49
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "60% of issues closed",
"points": 28.3,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 60
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "183/232 decided PRs merged",
"points": 30.2,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 183,
"decided": 232
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "all changesets reviewed",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 63,
"inputs": {
"followers": 240,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "GitHubSecurityLab",
"public_repos": 15,
"account_age_days": 1230
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "240 followers of GitHubSecurityLab",
"points": 17.1,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 240,
"login": "GitHubSecurityLab"
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}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "15 public repos, account ~3 yr old",
"points": 15.5,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 15
}
},
{
"code": "account_age_years",
"params": {
"years": 3
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"seclab-taskflow-agent"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 10
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 10 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 10
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "15 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 15
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 71,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 68,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "6 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 6
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "6 out of 6 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "good",
"name": "Security",
"value": 72,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "good",
"name": "Security posture",
"note": null,
"notes": [],
"value": 72,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 18,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 0,
"scorecard_aggregate": 7.2
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"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 is not maximal on development and all release branches",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "6 out of 6 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "all changesets reviewed",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"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 detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 3",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is run on all commits",
"points": 5,
"status": "met",
"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": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 4
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 44,
"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": [
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}
},
{
"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, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 56,
"inputs": {
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"has_tests": true,
"lockfiles": [],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": true,
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"typecheck_configs": [
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"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "src/seclab_taskflow_agent/mcp_servers/codeql/jsonrpyc/py.typed",
"points": 11,
"status": "met",
"details": [
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"code": "file_list",
"params": {
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}
],
"max_points": 11
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{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "devcontainer, Dockerfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "devcontainer, Dockerfile"
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}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
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"code": "no_data",
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],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
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"status": "excluded",
"details": [
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"code": "no_data",
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],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 3",
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"status": "partial",
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}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
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"notes": [],
"value": 81,
"inputs": {
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"source_files_sampled": 85,
"oversized_source_files": 1
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"components": [
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"key": "type_checkable_code",
"name": "Type-checkable code",
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"code": "typecheck_config_language",
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}
],
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},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/85 source files over 60KB",
"points": 54.4,
"status": "partial",
"details": [
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"code": "oversized_source_files",
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}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
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"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": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-18T17:47:33.831843Z",
"schema_version": "0.14.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/githubsecuritylab/seclab-taskflow-agent.svg",
"full_name": "githubsecuritylab/seclab-taskflow-agent",
"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.