Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 2.3.1 · 2026-07-30 10:36 UTC

SepineTam / mcp-for-stata

A MCP server for Stata to integrate Stata into your agent.

PythonAGPL-3.0★ 229 Sterne⑂ 32 Forksseit März 2025Auf GitHub ansehen ↗
ArtMCP-ServerBibliothekwie das ermittelt wird

SepineTam/mcp-for-stata erreicht einen Gesundheitsindex von 84 von 100 und liegt damit im Bereich Exzellent. Am stärksten schneidet es bei Vitality (95/100) ab, am schwächsten bei AI Readiness (50/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

84
gesamt / 100
Exzellent

Software-Gesundheitsindex

Metriken werden auf einer standardisierten Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr gewichtetes Mittel, kalibriert auf die Verteilung des öffentlichen Registers, sodass die Stufen Perzentilbedeutung tragen; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze Gefährdet von 34.

84
Außergewöhnlich93-100Die Spitzengruppe des Registers (≈ obere 5 %); erfüllt im Wesentlichen alle geprüften Kriterien
Exzellent80-92Durchgehend stark; geringfügige Lücken
Gut65-79Gesund; Lücken sind begrenzt und beherrschbar
Mittel50-64Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Schwach35-49Wesentliche Schwächen in mehreren Bereichen
Gefährdet20-34Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-19Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

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.

Der gewichtete Gesamtwert 71 wird auf der veröffentlichten Indexskala auf 84 kalibriert (Register-Kalibrierung 2026-08-02).

Eigentümerschaft

S.TamPersönliches Konto
41 Follower104 öffentliche Reposseit Apr. 2024Shanghai University

Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.

Paket-Ökosysteme

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

95Außergewöhnlich · 21 % des Gesamtindex

Entwicklungsaktivität

99Außergewöhnlich
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
35.3/36Commit-Rhythmus — 51/52 Wochen mit Commits
18/18Commit-Volumen — 847 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year847
human_commit_share0,99
days_since_last_push0
active_weeks_last_year51
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 0 Tagen
27/27Release-Rhythmus — ein Release etwa alle 6,3 Tage
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Verwendete Eingangsdaten
releases_count100
latest_release_tagv1.21.3
releases_from_tagsnein
days_since_latest_release0
mean_days_between_releases6,3

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

63Mittel · 17 % des Gesamtindex
Wie die Bewertung erfolgt
38.2/60Stars — 229 Stars
12.4/25Forks — 32 Forks
0/15Watcher — 1 Watcher
Verwendete Eingangsdaten
forks32
stars229
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (AGPL-3.0)
18/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
readme_badges
has_contributingja
has_issue_templatenein
has_code_of_conductnein
readme_badge_services
has_pull_request_templatenein
Wie die Bewertung erfolgt
57.5/80Downloads pro Monat — 20.407 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesstata-mcp
dependents
ecosystemspypi
total_downloads
monthly_downloads20.407
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?

57Mittel · 23 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0.2/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 99 % der Commits
5.4/13.5Breite der Beitragenden — 4 Beitragende
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Verwendete Eingangsdaten
bus_factor1
contributors_sampled4
top_contributor_share0,99
Wie die Bewertung erfolgt
36.3/42Issue-Lösungsquote — 86 % der Issues geschlossen
27.5/30PR-Annahme — 65/71 entschiedene PRs gemergt
0/13Newcomer PR acceptance — kein PR eines Erstbeitragenden in 30 Tagen entschieden
0/15OpenSSF Scorecard: Code-Review — Found 0/10 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs65
open_issues3
closed_issues19
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0,864
closed_unmerged_prs6
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): newcomer_pr_acceptance. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
11.7/25Reichweite des Inhabers — 41 Follower von SepineTam
17.6/25Kontohistorie — 104 öffentliche Repos, Kontoalter ca. 2 Jahre
Verwendete Eingangsdaten
followers41
owner_typeUser
is_verified
owner_loginSepineTam
public_repos104
account_age_days847
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Paketpflege

100Außergewöhnlich
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen
20/20Versionshistorie — 103 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesstata-mcp
ecosystemspypi
any_deprecatednein
min_days_since_publish0

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

81Exzellent · 19 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 5 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 3 out of 3 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

100Außergewöhnlich
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://www.aidea-labs.com/mcp-for-stata
10/10Repository-Beschreibung
10/10Topics — 10 Topics
10/10Wiki
Verwendete Eingangsdaten
topicsmcp, stata, econometrics, ai-coding, llm, statistical-analysis, empirical, empirical-research, social-science, social-science-research
has_wikija
homepagehttps://www.aidea-labs.com/mcp-for-stata
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

62Mittel · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 3 out of 3 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/10 approved changesets -- score normalized to 0
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — keine Daten
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,9
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
13.7/35Direkte Abhängigkeiten ohne bekannte Advisories — 1 betroffen: mcp 1.27.1 (high 7.6)
0/25Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
40/40Keine offenen Advisories — kein Advisory ist länger als 90 Tage öffentlich
Verwendete Eingangsdaten
sourceosv
advisories11
affected_packages2
assessed_packages81
unassessed_packages15
affected_by_severityhigh 2
direct_affected_packages1
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories. Die verbleibenden Gewichte wurden renormalisiert. 81 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. 15 konnten nicht bewertet werden — keine aufgelöste Version, ein nicht unterstütztes Ökosystem oder außerhalb der ausgewiesenen Paketliste. Dieses Repository veröffentlicht kein Paket, das der Index auflöst; bewertet wurde daher der Abhängigkeitsgraph des Repositorys. Dieser Graph vermischt Entwicklungs- und Test-Pins mit ausgelieferten Abhängigkeiten, daher werden nur die deklarierten Laufzeit-Abhängigkeiten bewertet; transitive Befunde werden als Kontext ausgewiesen und fließen nicht in die Bewertung ein. Erreichbarkeit wird nicht analysiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Trägt ein bewusst kleines Gewicht (4 %): Agenten-Tooling ist ein echtes Pflegesignal, doch ein Repository ohne jedes Signal kann weiterhin 100/100 erreichen.

50Mittel · 4 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — CLAUDE.md
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 95 von 99 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,96
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes6.612
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
0/10Reproduzierbare Umgebung
4/10Belegte Agentenpraxis — 2 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
8/8Automatisierte Wartung — 1 der letzten 100 Commits sind automatisierte Abhängigkeits-Updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfiles
has_dockerfilenein
typed_languagenein
bootstrap_files
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share0,02
toolchain_manifests
dependency_bot_commit_share0,01
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
55/55Handhabbare Dateigrößen — 0/112 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes53.302
source_files_sampled112
oversized_source_files0
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
20/20MCP-Server
0/40Lauffähige Beispiele
Verwendete Eingangsdaten
example_dirs
has_mcp_signalja
api_schema_files

Eckdaten

229GitHub-Sterne
4Mitwirkende
847Commits, letzte 12 Monate
0Tage seit letztem Push
100Releases
1Bus-Faktor
3offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:stata-mcp@1.21.3; advisories assessed against the repository dependency graph instead

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 32 ⇿
0Sterne
32Forks
84Releases

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

01325383122025-072026-012026-07
Major 0Minor 14Patch 70
OpenSSF Scorecard 5.9 / 10
5.9Gesamtwert

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).Scorecard v5.5.0 · 2026-07-30 10:36 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests3 out of 3 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/10 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
k. A.Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direkte Abhängigkeiten 8
RegistryPaketVersionsvorgabeManifest
PyPImcp>=1.27.1,<2.0pyproject.toml
PyPIpandas>=3.0.0,<4.0.0pyproject.toml
PyPIpexpect>=4.9.0pyproject.toml
PyPIopenpyxl>=3.1.5pyproject.toml
PyPIpsutil>=7.2.2pyproject.toml
PyPIpyreadstat>=1.3.4pyproject.toml
PyPIrequests>=2.34.0pyproject.toml
PyPItomli-w>=1.2.0pyproject.toml
Alle Abhängigkeiten 96

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 16 direkte und 80 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPImcpdirekt
PyPImcp1.27.1direkt
PyPIopenpyxldirekt
PyPIopenpyxl3.1.5direkt
PyPIpandasdirekt
PyPIpandas3.0.3direkt
PyPIpexpectdirekt
PyPIpexpect4.9.0direkt
PyPIpsutildirekt
PyPIpsutil7.2.2direkt
PyPIpyreadstatdirekt
PyPIpyreadstat1.3.4direkt
PyPIrequestsdirekt
PyPIrequests2.34.0direkt
PyPItomli-wdirekt
PyPItomli-w1.2.0direkt
PyPIannotated-doc0.0.4indirekt
PyPIannotated-types0.7.0indirekt
PyPIanthropic0.101.0indirekt
PyPIanyio4.13.0indirekt
PyPIattrs26.1.0indirekt
PyPIcertifi2026.4.22indirekt
PyPIcffi2.0.0indirekt
PyPIcharset-normalizer3.4.7indirekt
PyPIclick8.3.3indirekt
PyPIcolorama0.4.6indirekt
PyPIcryptography49.0.0indirekt
PyPIdistro1.9.0indirekt
PyPIdocstring-parser0.18.0indirekt
PyPIet-xmlfile2.0.0indirekt
PyPIgoogle-auth2.52.0indirekt
PyPIgoogle-genai2.0.1indirekt
PyPIgriffelib2.0.2indirekt
PyPIh110.16.0indirekt
PyPIhttpcore1.0.9indirekt
PyPIhttpx0.28.1indirekt
PyPIhttpx-sse0.4.3indirekt
PyPIidna3.15indirekt
PyPIiniconfig2.3.0indirekt
PyPIjiter0.14.0indirekt
PyPIjsonschema4.26.0indirekt
PyPIjsonschema-specifications2025.9.1indirekt
PyPImarkdown-it-py4.2.0indirekt
PyPImcp-ui-serverindirekt
PyPImcp-ui-server1.0.0indirekt
PyPImdurl0.1.2indirekt
PyPInarwhals2.21.0indirekt
PyPInuitkaindirekt
PyPInuitka4.1.3indirekt
PyPInumpy2.4.4indirekt
PyPIopenaiindirekt
PyPIopenai2.36.0indirekt
PyPIopenai-agentsindirekt
PyPIopenai-agents0.17.2indirekt
PyPIopenai-api-pollingindirekt
PyPIopenai-api-polling0.1.5indirekt
PyPIpackaging26.2indirekt
PyPIpluggy1.6.0indirekt
PyPIptyprocess0.7.0indirekt
PyPIpyasn10.6.3indirekt
PyPIpyasn1-modules0.4.2indirekt
PyPIpycparser3.0indirekt
PyPIpydantic2.13.4indirekt
PyPIpydantic-core2.46.4indirekt
PyPIpydantic-settings2.14.2indirekt
PyPIpygments2.20.0indirekt
PyPIpyjwt2.13.0indirekt
PyPIpytestindirekt
PyPIpytest9.0.3indirekt
PyPIpython-dateutil2.9.0.post0indirekt
PyPIpython-dotenv1.2.2indirekt
PyPIpython-multipart0.0.32indirekt
PyPIpywin32311indirekt
PyPIreferencing0.37.0indirekt
PyPIregex2026.5.9indirekt
PyPIrich15.0.0indirekt
PyPIrpds-py0.30.0indirekt
PyPIshellingham1.5.4indirekt
PyPIsix1.17.0indirekt
PyPIsniffio1.3.1indirekt
PyPIsse-starlette3.4.3indirekt
PyPIstarlette1.3.1indirekt
PyPIstata-mcp1.21.0indirekt
PyPItenacity9.1.4indirekt
PyPItiktoken0.12.0indirekt
PyPItqdm4.67.3indirekt
PyPItyper0.25.1indirekt
PyPItypes-requests2.33.0.20260508indirekt
PyPItyping-extensions4.15.0indirekt
PyPItyping-inspection0.4.2indirekt
PyPItzdata2026.2indirekt
PyPIurllib32.7.0indirekt
PyPIuv-buildindirekt
PyPIuv-build0.11.28indirekt
PyPIuvicorn0.46.0indirekt
PyPIwebsockets16.0indirekt
Abhängigkeits-Advisories 2

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 81 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 2 tragen bekannte Advisories, davon 1 direkte. 15 konnten nicht bewertet werden – keine aufgelöste Version, ein nicht unterstütztes Ökosystem, oder außerhalb der ausgewiesenen Paketliste.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
mcp1.27.1direkthoch61.28.1
pyasn10.6.3indirekthoch50.6.4

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

JSON-Rohbericht maschinenlesbar
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          "headline": "fix(data-info): isolate caches by output settings",
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          "headline": "fix(config): avoid migrating table text in strings",
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          "headline": "feat(config): migrate legacy data-info section",
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          "headline": "fix(config): preserve source priority for tool settings",
          "author_name": "SongTan",
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          "body": null,
          "is_bot": false,
          "headline": "feat(security): support additional allowed directories",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T13:33:58Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "feat(cli): use contextual tool defaults",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T13:31:00Z",
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          "is_bot": false,
          "headline": "feat(mcp): honor configured tool settings",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T13:29:27Z",
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          "headline": "refactor(data-info): use runtime configuration",
          "author_name": "SongTan",
          "author_login": "SepineTam",
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          "is_bot": false,
          "headline": "feat(config): add contextual tool settings",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T13:25:29Z",
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          "headline": "release: update version files for v1.21.1",
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          "is_bot": false,
          "headline": "Merge pull request #93 from SepineTam/codex/debug-windows-get-data-info",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T11:21:08Z",
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        },
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          "body": "Rename DIAGNOSTIC_BUILD_ID from windows-get-data-info-debug-v1 to\nget-data-info-debug-v1 and update the per-process log path docstring so\nthe diagnostic logging introduced in 8518480 no longer reads as\nWindows-only. Replace C:/ style paths in tests with /tmp/ equivalents\nand add missing tmp_path fixtures.\n\nThe diagnostics remain debug-level and gated by IS_DEBUG; they are now\navailable on all platforms when debug logging is enabled.",
          "is_bot": false,
          "headline": "refactor(logging): make get-data-info diagnostics platform-neutral",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T09:54:12Z",
          "body_truncated": false,
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        },
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          "oid": "85184804d4bcc73a19fb350ec8908757be5374f9",
          "body": "Add correlated, privacy-safe stage timing, per-process debug logs, and watchdog stack snapshots for Windows MCP investigations. Cover cache behavior, protocol compatibility, and diagnostic redaction with regression tests.",
          "is_bot": false,
          "headline": "feat(logging): add Windows get-data-info diagnostics",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-15T16:34:04Z",
          "body_truncated": false,
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        },
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          "oid": "efb289a3f812caab53f456672c343ca28519406e",
          "body": "Add DATA_INFO_IS_CACHE config option under [data_info] section.\nPass the is_cache flag from runtime config to the data info handler.\nUpdate test fixture to accept the new parameter.",
          "is_bot": false,
          "headline": "feat(config): allow disabling get_data_info cache via config",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-15T15:58:11Z",
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          "body": "refactor(tests): reorganize tests by module under test",
          "is_bot": false,
          "headline": "Merge pull request #92 from SepineTam/refactor/tests-reorganization",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
          "committed_at": "2026-07-15T13:35:28Z",
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        {
          "oid": "5519d594dc9eb1ef85438bcb8ff4aaea9556bd4f",
          "body": "Remove duplicated and volatile implementation details from CLAUDE.md.\n\nDocument the current CLI structure, MCP profiles, security invariants, configuration sources, test layout, and authoritative files.",
          "is_bot": false,
          "headline": "docs: align Claude guidance with codebase",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-14T16:09:26Z",
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          "body": "- Move flat test files from tests/ root into module subdirectories\n\n  (api, cli, data_info, guard, stata, utils)\n\n- Move data_info tests from tests/unit/test_data_info/ to tests/data_info/\n\n- Remove stale tests/unit/ and tests/integration/ directories\n\n- Update tests/README.md with new structure and fixture documentation",
          "is_bot": false,
          "headline": "refactor(tests): reorganize tests by module under test",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-13T09:47:32Z",
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        },
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          "oid": "09b04e3e5d93b4d20af32041f948843c03a7bae1",
          "body": "- Add .python-version and uv.lock to .gitignore\n\n- Remove tracked .python-version and uv.lock from git index\n\n- Document uv venv --python 3.11 and uv sync --dev in CONTRIBUTING.md",
          "is_bot": false,
          "headline": "chore: ignore python-version and uv.lock, add dev setup docs",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-13T08:34:22Z",
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        },
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          "body": "- Bump version from 1.20.2 to 1.21.0 in pyproject.toml, uv.lock, and CITATION.cff\n\n- Update release date to 2026-07-11 in CITATION.cff\n\n- Add v1.21.0 changelog entry covering async Stata do, layered config, security audit, and Nuitka binaries\n\n- Sync citation version in README and translations (en, zh-CN, fr, es)",
          "is_bot": false,
          "headline": "release: update version files for v1.21.0",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-11T07:48:25Z",
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          "is_bot": false,
          "headline": "docs: remove stale MCP references",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-11T07:26:52Z",
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        },
        {
          "oid": "1351e427d95aeaecebe1be8d23f7aa497a37826b",
          "body": null,
          "is_bot": false,
          "headline": "fix: unify structured log configuration",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-11T07:26:40Z",
          "body_truncated": false,
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        },
        {
          "oid": "c48204ba7628fbd49f4102b175acdac6e12b7343",
          "body": "…eta flag\n\nReplace the read_log is_beta parameter with a [BETA] enable_structured_log\nconfig switch. The MCP and API read_log paths now read this switch to decide\nwhether to use the structured StataLog parser.\n\nChanges:\n- Add Config.ENABLE_STRUCTURED_LOG reading [BETA] enable_structured_log,\n  defau\n[…]\nrvers.read_log signatures.\n- Use ENABLE_STRUCTURED_LOG in both execution paths.\n- Add config and behavior tests for the new switch.\n- Update docs/beta.md, docs/configuration.md, and docs/mcp/tools.md.",
          "is_bot": false,
          "headline": "feat: move read_log structured parsing behind enable_structured_log b…",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-11T05:41:00Z",
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          "is_bot": false,
          "headline": "docs: document security guard behavior",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-11T05:26:36Z",
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        },
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          "body": null,
          "is_bot": false,
          "headline": "style: apply pre-commit formatting",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-11T04:37:08Z",
          "body_truncated": false,
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        },
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          "body": "…-integration\n\nfeat: integrate dofile parser with guard path audit",
          "is_bot": false,
          "headline": "Merge pull request #91 from SepineTam/codex/stata-dofile-parser-guard…",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
          "committed_at": "2026-07-10T13:50:44Z",
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          "oid": "b4d94c255bc3d54ef3a782b02607088c4baa6f59",
          "body": null,
          "is_bot": false,
          "headline": "feat: integrate dofile parser with guard path audit",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-10T13:42:15Z",
          "body_truncated": false,
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        },
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          "oid": "a0a1f9d370be7194b186bbd22e6c7cca1f45c2bb",
          "body": "feat: add dofile static expansion module",
          "is_bot": false,
          "headline": "Merge pull request #90 from SepineTam/claude/stata-dofile-parser-g7ccnd",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
          "committed_at": "2026-07-10T13:40:53Z",
          "body_truncated": false,
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        },
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          "oid": "3230c20cac2d46a47739376ce81ba1451629bf03",
          "body": "Extend data-path extraction to the raw-data read/write commands\nreported missing in the PR #90 integration review:\n\n- add infile, infix, insheet, outfile, outsheet to\n  _DIRECT_PATH_COMMANDS so direct arguments such as\n  `infile \"/tmp/secret.raw\"` land in ParsedCommand.data_paths\n- add infile (min \"\n[…]\nclause only\n\nAdd parser tests for abbreviated and direct forms, varlist-using\ndisambiguation, and outfile/outsheet using paths.\n\nClaude-Session: https://claude.ai/code/session_01534VB7HCKQdxKsjkJogqD2",
          "is_bot": false,
          "headline": "fix(parse_dofile): cover infile, infix, insheet data paths",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-10T12:44:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5e260ac37fac97169f7063476ba59b8bf36c8f58",
          "body": "Add unified data path extraction and fine-grained diagnostic\nscope classification to enable flexible fail-closed policies.\n\nChanges to ParsedCommand: introduce data_paths field that\nconsolidates all file/URL arguments (direct arguments plus using\nclauses) for easier security auditing.\n\nChanges to Pa\n[…]\nmprehensive test coverage for data_paths extraction across\nvarious Stata command forms and for diagnostic scope classification.\n\nClaude-Session: https://claude.ai/code/session_01534VB7HCKQdxKsjkJogqD2",
          "is_bot": false,
          "headline": "feat(parse_dofile): add data_paths and diagnostic scope",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-10T12:20:01Z",
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          "is_coding_agent": false
        },
        {
          "oid": "09393215ecf88f2fd1362d259625ee39415b9857",
          "body": "Introduce a structured security-oriented API for the Stata dofile parser\nby replacing the simple string-based `expand_code()` with two tiers:\n\n1. `expand_code_for_security()` / `expand_dofile_for_security()` return\n   `ExpansionResult`, exposing:\n   - `expanded_code`: fully normalized code\n   - `dia\n[…]\n Add comprehensive test suite covering diagnostics,\nline map accuracy, and command tokenization for data-path bypass\ndetection.\n\nClaude-Session: https://claude.ai/code/session_01534VB7HCKQdxKsjkJogqD2",
          "is_bot": false,
          "headline": "feat(parse_dofile): add security parser contract",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-10T11:40:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6c7fdac8a03e9e6faf22b0055ad87f7769f6347d",
          "body": "Introduce a static dofile expansion module that rewrites Stata code\ninto flat form for security validation. The module removes comments\n(including string-aware block comment handling), normalizes `#delimit`\nblocks, expands command abbreviations per Stata's rules, tracks and\nsubstitutes macro definit\n[…]\nite\ncovering comments, delimiters, abbreviations, macros, loop unrolling,\nprogram blocks, file encoding, and guard integration.\n\nClaude-Session: https://claude.ai/code/session_01534VB7HCKQdxKsjkJogqD2",
          "is_bot": false,
          "headline": "feat: add dofile static expansion module",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-09T16:36:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "efe5c6978f6e22b4f484ccb3825e7c760b4a8fc5",
          "body": "Add a project-level Claude skill that runs an end-to-end smoke test\nfor the local Stata-MCP server.\n\nIncludes:\n- SKILL.md with workflow, test cases, and resources map\n- config/debug.example.toml for beta security setup\n- examples.md with concrete tool calls and troubleshooting\n- scripts/legal.do and\n[…]\ns missing\n- scripts/prepare_smoke_test.sh and cleanup.sh for setup/teardown\n- .claude/skills/.gitignore update to track skill contents\n- .claude/settings.json permissions for the new skill and scripts",
          "is_bot": false,
          "headline": "feat(skill): add mcp-smoke-test skill",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T16:21:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ad394e9e33f1ceded7a8e198f7d9651f5510dd50",
          "body": "Remove the macos-13 runner from the release matrix because x86_64\nbuilds were too slow to be practical.\n\nAdd --assume-yes-for-downloads to the Nuitka build command so\nWindows can download Dependency Walker in non-interactive CI.",
          "is_bot": false,
          "headline": "ci(release): drop macos x86_64 and fix windows binary build",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T08:46:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3a201ea152627c2a96e487bcb7c29698ca7cefd",
          "body": "feat(logging): add audit logs for security and lifecycle events",
          "is_bot": false,
          "headline": "Merge pull request #89 from SepineTam/claude/stata-mcp-audit-logs-wfyy55",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T08:23:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc97312360bb3b89abaf7f8c33cfb9f678c089a2",
          "body": "Add 37 audit-log statements across security, data-access, execution,\nconfig, and tooling paths per the logging conventions in CLAUDE.md:\n\n- security/install: log ado install attempts, results, guard rejections,\n  and invalid install requests with [SECURITY VIOLATION] prefix\n- data access: log unsupp\n[…]\nn\n- tooling: log tool/config CLI actions, client config writes, backups,\n  external installer runs, doctor results, and help cache failures\n\nNo behavior or return values change; only logging is added.",
          "is_bot": false,
          "headline": "feat(logging): add audit logs for security and lifecycle events",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-09T08:15:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fcc1e7b2f31ce434832e4d2947951171a21d7267",
          "body": null,
          "is_bot": false,
          "headline": "fix: gate data info local boundary behind security config",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T07:32:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "43910b438f5d401081febcd0237cda3cd4129c78",
          "body": "- Replace `stata_do(code=...)` with `stata_do(dofile_path)` in security and usage docs\n- Remove references to non-existent `stata-mcp-result/` directory and `stata-mcp --init` command from overview docs",
          "is_bot": false,
          "headline": "docs: fix incorrect stata_do examples and remove non-existent features",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T07:31:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cdcf648959a4ff8d5484eccc9809674baaafb28c",
          "body": "- Add Logging Conventions section to CLAUDE.md with level guidelines\n- Add Logging Conventions section to CONTRIBUTING.md for contributors\n- Document sensitive-data rules and SECURITY VIOLATION prefix\n- Update CLAUDE.md Important Notes to reflect write_dofile removal",
          "is_bot": false,
          "headline": "docs: add logging conventions and update write_dofile note",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T07:23:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "012a7f0b4a1b3b5f7640176099258129da0d1297",
          "body": "fix: only restrict data URLs when guard is enabled",
          "is_bot": false,
          "headline": "Merge pull request #88 from SepineTam/codex/fix-data-info-guard-review",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T07:21:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a584c55c341f389c3866310a3dbd2578007183b9",
          "body": null,
          "is_bot": false,
          "headline": "merge master into data info guard branch",
          "author_name": "SongTan",
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          "committed_at": "2026-07-09T07:17:59Z",
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          "headline": "build: pin uv-build upper bound to suppress sdist warning",
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          "is_bot": false,
          "headline": "feat(ci): add Nuitka-based release binary builds",
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          "author_login": "SepineTam",
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          "is_bot": false,
          "headline": "fix(spss): use DEFAULT_TIMEOUT for SPSS URL downloads",
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          "author_login": "SepineTam",
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          "is_bot": false,
          "headline": "feat: add strict_read_log_boundary security switch",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T16:03:06Z",
          "body_truncated": false,
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          "is_bot": false,
          "headline": "Merge pull request #87 from SepineTam/codex/fix-data-info-guard-review",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
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        },
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          "body": null,
          "is_bot": false,
          "headline": "test: cover non-HTTPS data URL audit logs",
          "author_name": "SongTan",
          "author_login": "SepineTam",
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        },
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          "body": null,
          "is_bot": false,
          "headline": "feat: audit data info security denials",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T12:30:55Z",
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          "is_bot": false,
          "headline": "chore: simplify data info MCP config flow",
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          "is_bot": false,
          "headline": "test: cover data info guard config merging",
          "author_name": "SongTan",
          "author_login": "SepineTam",
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          "is_bot": false,
          "headline": "fix: harden data info path and URL validation",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T12:06:52Z",
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          "is_bot": false,
          "headline": "fix: require explicit raw data domains",
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          "author_login": "SepineTam",
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          "body": null,
          "is_bot": false,
          "headline": "feat: guard get_data_info data access",
          "author_name": "SongTan",
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        {
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          "body": null,
          "is_bot": false,
          "headline": "feat: add linux system config override",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T11:18:02Z",
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        {
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          "is_bot": false,
          "headline": "feat: support layered config files",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T11:00:09Z",
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          "is_bot": false,
          "headline": "chore(deps): remove unused python-dotenv and pathvalidate",
          "author_name": "SongTan",
          "author_login": "SepineTam",
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        },
        {
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          "body": "Adds Read(~/.statamcp/*) to .claude/settings.json permissions so the\nassistant can access Stata-MCP configuration when needed.",
          "is_bot": false,
          "headline": "chore: allow Claude to read ~/.statamcp/* config files",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T10:12:53Z",
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          "is_bot": false,
          "headline": "docs: add beta configuration guide",
          "author_name": "SongTan",
          "author_login": "SepineTam",
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          "body": "Feat/async stata do limit",
          "is_bot": false,
          "headline": "Merge pull request #86 from SepineTam/feat/async-stata-do-limit",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
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          "body": null,
          "is_bot": false,
          "headline": "fix: require true false for async do config",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T10:57:17Z",
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        {
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          "body": null,
          "is_bot": false,
          "headline": "feat: stabilize async Stata do execution",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T10:54:42Z",
          "body_truncated": false,
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        {
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          "body": null,
          "is_bot": false,
          "headline": "test: cover async Stata do concurrency limits",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T10:52:03Z",
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          "body": null,
          "is_bot": false,
          "headline": "feat: split sync and async Stata do tools",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T10:10:35Z",
          "body_truncated": false,
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "feat: gate async Stata do execution",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T10:04:25Z",
          "body_truncated": false,
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "feat: add async Stata do execution",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T09:47:53Z",
          "body_truncated": false,
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        },
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          "oid": "d5111d8dfda818d8a3eb1251dea76e91ac0fb3c3",
          "body": "- Bump package version to 1.20.2 in pyproject.toml and uv.lock\n- Update CITATION.cff version and release date\n- Add v1.20.2 changelog entry covering SMCL expansion cap,\n  stale help parameter cleanup, data_info config resolution,\n  URL updates, and dependency bump\n- Apply lint fix to read_smcl.py",
          "is_bot": false,
          "headline": "release: update version files for v1.20.2",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T09:32:00Z",
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          "body": null,
          "is_bot": false,
          "headline": "docs: add Claude Science setup to all READMEs",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T09:31:35Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "docs: add Codex setup guide and update agents navigation",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T08:55:05Z",
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          "is_bot": false,
          "headline": "docs: add Claude Science setup guide",
          "author_name": "SongTan",
          "author_login": "SepineTam",
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          "body_truncated": false,
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          "oid": "8d5b554a827047bfd7919170ef69a1f224f0cc1b",
          "body": "Remove ignored parameters from the CLI/API help path and update\nCLAUDE.md Source Layout to match the actual codebase.\n\nHelp cleanup:\n- Drop `enable_smcl` from `api.stata_help`; it was silently ignored\n- Drop `enable_smcl` and `is-read-log` from `tool help` CLI parser/handler\n- Sync CLI, API, and age\n[…]\ninstaller/verifier.py`,\n  `stata/builtin_tools/help/stata_help.py`\n- Fix `utils/Installer/` casing to `utils/installer/`\n- Note that `evaluate/` depends on OpenAI Agents SDK and is kept for future use",
          "is_bot": false,
          "headline": "refactor: clean up stale help parameters and sync source layout docs",
          "author_name": "SongTan",
          "author_login": "SepineTam",
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        },
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          "oid": "4817355651dc7d27b3a87031b2fd2322dcfab587",
          "body": "Update the get_data_info tool description and related documentation to\nlist all supported file formats: .dta, .csv, .tsv, .psv, .xlsx, .xls,\n.sav, and .zsav. Previously the description only mentioned a subset\n(dta, csv, xlsx), which did not match the handlers registered in the\ndata_info package.\n\nFiles updated:\n- src/stata_mcp/mcp_servers.py (tool description)\n- CLAUDE.md (tools table)\n- docs/overview.md / docs/overview.zh.md (tools table)\n- docs/skills/openclaw.md (skill description)",
          "is_bot": false,
          "headline": "docs: sync get_data_info format lists with source support",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-03T15:04:25Z",
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          "body": "- Add verify subcommand docs to CLAUDE.md, docs/cli.md, and docs/cli.zh.md\n- Add doctor --dry-run note to CLAUDE.md\n- Expand data_info section in docs/configuration.md and docs/configuration.zh.md\n- Fix data_info/base.py to read string_keep_number, decimal_places, and hash_length from config.toml with explicit > env > config > default priority\n- Correct @File header in data_info/base.py",
          "is_bot": false,
          "headline": "docs: document verify, doctor --dry-run, and data_info config",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-02T13:25:29Z",
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          "oid": "0cebfa1ec717c2d5d6c827c049d985b9ab298795",
          "body": "- Drop agent_as/, agent run, and sandbox-install mentions from\n  CLAUDE.md and CONTRIBUTING.md\n- Remove Agent Mode and Docker-based Installation sections from\n  docs/cli.md and docs/cli.zh.md\n- Delete docs/agents/index.md and docs/agents/index.zh.md\n- Clean up related references in docs/usage.md, docs/monitoring.md,\n  docs/index.md, and docs/clients.md (plus Chinese versions)",
          "is_bot": false,
          "headline": "docs: remove deprecated agent mode and sandbox-install references",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-01T16:18:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "71f4a3422c2b87250fc982e1411789e44e65cd8b",
          "body": "Add a new section to docs/monitoring.md and docs/monitoring.zh.md\nexplaining the 10,000-character upper bound on {space N} and\n{hline N} expansions when parsing SMCL logs.",
          "is_bot": false,
          "headline": "docs(monitoring): document SMCL log expansion limits in EN and ZH",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-01T15:15:33Z",
          "body_truncated": false,
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        },
        {
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          "body": "…-2.14.2\n\nbuild(deps): bump pydantic-settings from 2.14.1 to 2.14.2",
          "is_bot": false,
          "headline": "Merge pull request #85 from SepineTam/dependabot/uv/pydantic-settings…",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
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          "body": "Bumps [pydantic-settings](https://github.com/pydantic/pydantic-settings) from 2.14.1 to 2.14.2.\n- [Release notes](https://github.com/pydantic/pydantic-settings/releases)\n- [Commits](https://github.com/pydantic/pydantic-settings/compare/v2.14.1...v2.14.2)\n\n---\nupdated-dependencies:\n- dependency-name: pydantic-settings\n  dependency-version: 2.14.2\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump pydantic-settings from 2.14.1 to 2.14.2",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-28T23:40:09Z",
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        },
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          "body": null,
          "is_bot": false,
          "headline": "Limit SMCL log expansion",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-06-28T23:36:03Z",
          "body_truncated": false,
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        {
          "oid": "602e795d1b412697170f96d4747c306f939abfff",
          "body": "- Link MCP-for-Stata to aidea-labs.com/mcp-for-stata\n- Link haoyu-haoyu/stata-ai-fusion, hanlulong/stata-mcp, and tmonk/mcp-stata to their GitHub repositories\n- Apply across all four language READMEs",
          "is_bot": false,
          "headline": "docs: add project links to README comparison tables",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-06-28T13:33:46Z",
          "body_truncated": false,
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          "body": "- Add haoyu-haoyu/stata-ai-fusion as the second column in all four READMEs\n- Move Best-for row to the top of each comparison table\n- Add Skill / Knowledge row and update tmonk/mcp-stata entry",
          "is_bot": false,
          "headline": "docs: add stata-ai-fusion to comparison tables across READMEs",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-06-27T11:37:10Z",
          "body_truncated": false,
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      "commits_last_year": 847,
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          "avatar_url": "https://avatars.githubusercontent.com/u/165980942?v=4"
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          "type": "User",
          "login": "claude",
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          "type": "User",
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          "avatar_url": "https://avatars.githubusercontent.com/u/223989137?v=4"
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        {
          "type": "User",
          "login": "123mutouren321414",
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        "labels.yml",
        "lint.yml",
        "python-package.yml",
        "release-binaries.yml"
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      "has_docs_dir": true,
      "linter_configs": [],
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      "has_linter_config": false,
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      "scorecard": {
        "checks": [
          {
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
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          {
            "name": "Branch-Protection",
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            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
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            "name": "CI-Tests",
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            "reason": "3 out of 3 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
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          {
            "name": "CII-Best-Practices",
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            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
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          {
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            "reason": "project has 2 contributing companies or organizations -- score normalized to 6",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
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          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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          {
            "name": "Dependency-Update-Tool",
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            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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            "name": "Fuzzing",
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            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
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          {
            "name": "License",
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            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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          {
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            "reason": "30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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            "name": "Security-Policy",
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            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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            "name": "Vulnerabilities",
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            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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          "number": 81,
          "created_at": "2026-05-24T14:04:09Z",
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          "last_comment_author": "SepineTam"
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      "key": "overall",
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      "note": "The weighted overall 71 is calibrated to 84 on the published index scale (record calibration 2026-08-02).",
      "notes": [
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        "metrics": [
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        "weight": 0.17,
        "metrics": [
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            "components": [
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                "key": "stars",
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              {
                "key": "forks",
                "name": "Forks",
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                "details": [
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              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "1 watchers",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "watchers",
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                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
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              "readme_badges": null,
              "has_contributing": true,
              "has_issue_template": false,
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              "readme_badge_services": [],
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            "components": [
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                "key": "readme",
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                "points": 22.5,
                "status": "met",
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                "max_points": 22.5
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                "key": "license",
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                "detail": "recognized license (AGPL-3.0)",
                "points": 22.5,
                "status": "met",
                "details": [
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                "key": "code_of_conduct",
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                "detail": null,
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
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              {
                "key": "pr_template",
                "name": "PR template",
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                "points": 0,
                "status": "missed",
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          },
          {
            "key": "ecosystem_adoption",
            "band": "good",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
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              {
                "code": "weights_renormalized",
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            "value": 72,
            "inputs": {
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              "ecosystems": "pypi",
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              "monthly_downloads": 20407
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            "components": [
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                ],
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                "key": "registry_dependents",
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                "status": "excluded",
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      {
        "key": "governance",
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        "name": "Sustainability & Governance",
        "value": 57,
        "weight": 0.23,
        "metrics": [
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            "notes": [],
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            "inputs": {
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            "notes": [
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            "inputs": {
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                "status": "partial",
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              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
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                "details": [
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              },
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                "key": "newcomer_pr_acceptance",
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                "status": "excluded",
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/10 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "weak",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 49,
            "inputs": {
              "followers": 41,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "SepineTam",
              "public_repos": 104,
              "account_age_days": 847
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "41 followers of SepineTam",
                "points": 11.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 41,
                      "login": "SepineTam"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "104 public repos, account ~2 yr old",
                "points": 17.6,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 104
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 2
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "stata-mcp"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "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"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "103 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 103
                    }
                  }
                ],
                "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": "excellent",
        "name": "Engineering Quality",
        "value": 81,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "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": "5 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "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": "3 out of 3 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "exceptional",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "mcp",
                "stata",
                "econometrics",
                "ai-coding",
                "llm",
                "statistical-analysis",
                "empirical",
                "empirical-research",
                "social-science",
                "social-science-research"
              ],
              "has_wiki": true,
              "homepage": "https://www.aidea-labs.com/mcp-for-stata",
              "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": "https://www.aidea-labs.com/mcp-for-stata",
                "points": 15,
                "status": "met",
                "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": "10 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 10
                    }
                  }
                ],
                "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": "moderate",
        "name": "Security",
        "value": 62,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 59,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.9
            },
            "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": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "3 out of 3 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": "Found 0/10 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "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 6 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 0",
                "points": 0,
                "status": "missed",
                "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": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 81 resolved dependencies against OSV; 15 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 81
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 15
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "source": "osv",
              "advisories": 11,
              "affected_packages": 2,
              "assessed_packages": 81,
              "unassessed_packages": 15,
              "affected_by_severity": "high 2",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: mcp 1.27.1 (high 7.6)",
                "points": 13.7,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "mcp 1.27.1 (high 7.6)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 81,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 3
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 50,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.96,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 6612
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "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": "95 of 99 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 95,
                      "sampled": 99
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 34,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.02,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.01
            },
            "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "2 of the last 100 commits agent-authored or agent-credited",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 2,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "1 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
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    "deps.dev does not index pypi:stata-mcp@1.21.3; advisories assessed against the repository dependency graph instead"
  ],
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}

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Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v2.3.1, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

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