Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-26 00:54 UTC

kent-tokyo / renkin

RENKIN is an open-source retrosynthesis engine for computer-aided synthesis planning (CASP) that automatically discovers optimal chemical reaction routes from a target molecule back to cheap, commercially available starting materials.

Rust · PythonMIT★ 2 Sterne⑂ 0 Forksseit Juni 2026Auf GitHub ansehen ↗

kent-tokyo/renkin erreicht einen Gesundheitsindex von 61 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (74/100) ab, am schwächsten bei Community & Adoption (43/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

61
gesamt / 100
Mittel

Software-Gesundheitsindex

Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.

61
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
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.

Eigentümerschaft

kent-tokyoPersönliches Konto
7 Follower29 öffentliche Reposseit Feb. 2018

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
crates.iorenkin0.18.09518vor 0 Tagencheminformaticschemistrydrug-discoveryretrosynthesiswasmcommand-line-utilitiesalgorithms
PyPIrenkin0.18.06.0359vor 0 Tagenretrosynthesischeminformaticschemistrydrug-discoverycasp

Metriken nach Kategorie

Vitalität

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

74Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
2.8/36Commit-Rhythmus — 4/52 Wochen mit Commits
18/18Commit-Volumen — 214 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Verwendete Eingangsdaten
commits_last_year214
human_commit_share0,82
days_since_last_push0
active_weeks_last_year4

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 5 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 0 Tagen
27/27Release-Rhythmus — ein Release etwa alle 7,3 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count5
latest_release_tagv0.17.0
releases_from_tagsnein
days_since_latest_release0
mean_days_between_releases7,3
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

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

43Gefährdet · 18 % des Gesamtindex
Wie die Bewertung erfolgt
0/60Stars — 2 Stars
0/25Forks — 0 Forks
0/15Watcher — 1 Watcher
Verwendete Eingangsdaten
forks0
stars2
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
18/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templateja
Wie die Bewertung erfolgt
50.5/80Downloads pro Monat — 6.130 Downloads/Monat über crates, pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesrenkin, renkin
dependents
ecosystemscrates, pypi
total_downloads285
monthly_downloads6.130
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?

56Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 100 % der Commits
1.4/13.5Breite der Beitragenden — 1 Beitragende
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Verwendete Eingangsdaten
bus_factor1
contributors_sampled1
top_contributor_share1
Wie die Bewertung erfolgt
46.8/46.8Issue-Lösungsquote — 100 % der Issues geschlossen
36/38.3PR-Annahme — 49/52 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — Found 0/14 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs49
open_issues0
closed_issues1
issue_closed_ratio1
closed_unmerged_prs3
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
6.5/25Reichweite des Inhabers — 7 Follower von kent-tokyo
22.8/25Kontohistorie — 29 öffentliche Repos, Kontoalter ca. 8 Jahre
Verwendete Eingangsdaten
followers7
owner_typeUser
is_verified
owner_loginkent-tokyo
public_repos29
account_age_days3.072
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 2 Paket(e) auf crates, pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen
20/20Versionshistorie — 18 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesrenkin, renkin
ecosystemscrates, pypi
any_deprecatednein
min_days_since_publish0

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

60Mittel · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 4 Workflow(s)
0/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsnein
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

85Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
10/10Repository-Beschreibung
10/10Topics — 11 Topics
10/10Wiki
Verwendete Eingangsdaten
topicscheminformatics, drug-discovery, retrosynthesis, rust, computational-chemistry, computer-aided-synthesis-planning, medicinal-chemistry, python, synthesis-planning, webassembly, reaction-planning
has_wikija
homepage
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

73Gut · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — keine Daten
2.5/2.5CI-Tests — 13 out of 13 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 0/14 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
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
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
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 — keine Daten
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
0/25Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories1
affected_packages1
assessed_packages163
unassessed_packages5
affected_by_severityunknown 1
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories, Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. 163 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. 5 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? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

53Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 82 von 82 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share1
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
12.6/18Bootstrap mit einem Befehl — Cargo.toml, crates/renkin-forward/Cargo.toml, crates/renkin-kg/Cargo.toml (Toolchain-Konvention, kein Task-Runner)
0/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — Rust (statisch typisiert)
10/10Reproduzierbare Umgebung — lockfile
10/10Belegte Agentenpraxis — 23 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
8/8Automatisierte Wartung — 18 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_testsnein
lockfilesCargo.lock
has_dockerfilenein
typed_languageja
bootstrap_files
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share0,23
toolchain_manifestsCargo.toml, crates/renkin-forward/Cargo.toml, crates/renkin-kg/Cargo.toml
dependency_bot_commit_share0,18
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — Rust (statisch typisiert)
52.2/55Handhabbare Dateigrößen — 2/39 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageRust
largest_source_bytes111.182
source_files_sampled39
oversized_source_files2
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — examples, notebooks
Verwendete Eingangsdaten
example_dirsexamples, notebooks
has_mcp_signalnein
api_schema_files

Eckdaten

2GitHub-Sterne
1Mitwirkende
214Commits, letzte 12 Monate
0Tage seit letztem Push
5Releases
1Bus-Faktor
0offene Issues
crates.io, PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index crates:renkin@0.18.0; advisories assessed against the repository dependency graph instead

Weitere Details

OpenSSF Scorecard 6.6 / 10
6.6Gesamtwert

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 · 2026-07-26 00:54 UTC

10Binary-Artifactsno binaries found in the repo
k. A.Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests13 out of 13 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 0/14 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
k. A.Signed-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direkte Abhängigkeiten 9
RegistryPaketVersionsvorgabeManifest
crates.iochematic0.6Cargo.toml
crates.ioserde1Cargo.toml
crates.ioserde_json1Cargo.toml
crates.ioanyhow1Cargo.toml
crates.iorustc-hash2Cargo.toml
crates.iosmallvec1Cargo.toml
crates.iosha20.10Cargo.toml
crates.iopyo30.29Cargo.toml
crates.iotract-onnx0.23Cargo.toml
Alle Abhängigkeiten 168

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 13 direkte und 155 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
crates.ioanyhowdirekt
crates.ioanyhow1.0.104direkt
crates.iochematicdirekt
crates.iochematic0.6.0direkt
crates.iopyo30.29.0direkt
crates.iorustc-hash2.1.3direkt
crates.ioserdedirekt
crates.ioserde1.0.229direkt
crates.ioserde_jsondirekt
crates.ioserde_json1.0.151direkt
crates.iosha20.10.9direkt
crates.iosmallvec1.15.2direkt
crates.iotract-onnx0.23.4direkt
crates.ioadler22.0.1indirekt
crates.ioaho-corasick1.1.4indirekt
crates.ioallocator-api20.2.21indirekt
crates.ioanymap31.1.0indirekt
crates.ioautocfg1.5.1indirekt
crates.iobit-set0.10.0indirekt
crates.iobit-vec0.9.1indirekt
crates.iobitflags2.13.0indirekt
crates.ioblock-buffer0.10.4indirekt
crates.iobumpalo3.20.3indirekt
crates.iobyteorder1.5.0indirekt
crates.iobytes1.12.0indirekt
crates.iocc1.2.65indirekt
crates.iocfg-if1.0.4indirekt
crates.iochacha200.10.0indirekt
crates.iochematic-chem0.6.0indirekt
crates.iochematic-cip0.6.0indirekt
crates.iochematic-core0.6.0indirekt
crates.iochematic-fp0.6.0indirekt
crates.iochematic-iupac0.6.0indirekt
crates.iochematic-perception0.6.0indirekt
crates.iochematic-rxn0.6.0indirekt
crates.iochematic-smarts0.6.0indirekt
crates.iochematic-smiles0.6.0indirekt
crates.iocpufeatures0.2.17indirekt
crates.iocpufeatures0.3.0indirekt
crates.iocrc32fast1.5.0indirekt
crates.iocrossbeam-deque0.8.6indirekt
crates.iocrossbeam-epoch0.9.20indirekt
crates.iocrossbeam-utils0.8.21indirekt
crates.iocrunchy0.2.4indirekt
crates.iocrypto-common0.1.7indirekt
crates.ioderive-new0.7.0indirekt
crates.iodigest0.10.7indirekt
crates.iodowncast-rs2.0.2indirekt
crates.iodyn-clone1.0.20indirekt
crates.iodyn-eq0.1.3indirekt
crates.iodyn-hash1.0.0indirekt
crates.ioeither1.16.0indirekt
crates.ioequivalent1.0.2indirekt
crates.ioerased-serde0.4.10indirekt
crates.ioerrno0.3.14indirekt
crates.iofastrand2.5.0indirekt
crates.iofiletime0.2.29indirekt
crates.iofind-msvc-tools0.1.9indirekt
crates.ioflate21.1.9indirekt
crates.iofloat-ord0.3.2indirekt
crates.iofoldhash0.2.0indirekt
crates.iofutures-core0.3.32indirekt
crates.iofutures-task0.3.32indirekt
crates.iofutures-util0.3.32indirekt
crates.iogeneric-array0.14.7indirekt
crates.iogetrandom0.2.17indirekt
crates.iogetrandom0.4.3indirekt
crates.iohalf2.7.1indirekt
crates.iohashbrown0.16.1indirekt
crates.ioheck0.5.0indirekt
crates.ioinventory0.3.24indirekt
crates.ioitertools0.14.0indirekt
crates.ioitoa1.0.18indirekt
crates.iojs-sys0.3.102indirekt
crates.iolazy_static1.5.0indirekt
crates.iolibc0.2.186indirekt
crates.iolibm0.2.16indirekt
crates.iolinux-raw-sys0.12.1indirekt
crates.iolock_api0.4.14indirekt
crates.iolog0.4.33indirekt
crates.iomaplit1.0.2indirekt
crates.iomatrixmultiply0.3.10indirekt
crates.iomemchr2.8.2indirekt
crates.iomemmap20.9.10indirekt
crates.iomemo-map0.3.3indirekt
crates.iominijinja2.21.0indirekt
crates.iominiz_oxide0.8.9indirekt
crates.iondarray0.17.2indirekt
crates.ionom8.0.0indirekt
crates.ionom-language0.1.0indirekt
crates.ionum-complex0.4.6indirekt
crates.ionum-integer0.1.46indirekt
crates.ionum-traits0.2.19indirekt
crates.ioonce_cell1.21.4indirekt
crates.ioparking_lot0.12.5indirekt
crates.ioparking_lot_core0.9.12indirekt
crates.iopastey0.2.3indirekt
crates.iopin-project-lite0.2.17indirekt
crates.ioportable-atomic1.13.1indirekt
crates.ioportable-atomic-util0.2.7indirekt
crates.ioprimal-check0.3.4indirekt
crates.ioproc-macro21.0.106indirekt
crates.ioprost0.14.4indirekt
crates.ioprost-derive0.14.4indirekt
crates.iopyo3-build-config0.29.0indirekt
crates.iopyo3-ffi0.29.0indirekt
crates.iopyo3-macros0.29.0indirekt
crates.iopyo3-macros-backend0.29.0indirekt
crates.ioquote1.0.45indirekt
crates.ior-efi6.0.0indirekt
crates.iorand0.10.1indirekt
crates.iorand_core0.10.1indirekt
crates.iorand_distr0.6.0indirekt
crates.iorawpointer0.2.1indirekt
crates.iorayon1.12.0indirekt
crates.iorayon-core1.13.0indirekt
crates.ioredox_syscall0.5.18indirekt
crates.ioregex1.12.4indirekt
crates.ioregex-automata0.4.14indirekt
crates.ioregex-syntax0.8.11indirekt
crates.iorustfft6.4.1indirekt
crates.iorustix1.1.4indirekt
crates.iorustversion1.0.22indirekt
crates.iosafetensors0.8.0indirekt
crates.iosame-file1.0.6indirekt
crates.ioscan_fmt0.2.6indirekt
crates.ioscopeguard1.2.0indirekt
crates.ioserde_core1.0.229indirekt
crates.ioserde_derive1.0.229indirekt
crates.ioshlex2.0.1indirekt
crates.iosimd-adler320.3.9indirekt
crates.ioslab0.4.12indirekt
crates.iostrength_reduce0.2.4indirekt
crates.iostring-interner0.20.0indirekt
crates.iosyn2.0.118indirekt
crates.iosyn3.0.3indirekt
crates.iotar0.4.46indirekt
crates.iotarget-lexicon0.13.5indirekt
crates.iotempfile3.27.0indirekt
crates.iotract-core0.23.4indirekt
crates.iotract-data0.23.4indirekt
crates.iotract-extra0.23.4indirekt
crates.iotract-hir0.23.4indirekt
crates.iotract-linalg0.23.4indirekt
crates.iotract-nnef0.23.4indirekt
crates.iotract-onnx-opl0.23.4indirekt
crates.iotract-pulse0.23.4indirekt
crates.iotract-pulse-opl0.23.4indirekt
crates.iotract-transformers0.23.4indirekt
crates.iotranspose0.2.3indirekt
crates.iotypeid1.0.3indirekt
crates.iotypenum1.20.1indirekt
crates.iounicode-ident1.0.24indirekt
crates.ioversion_check0.9.5indirekt
crates.iowalkdir2.5.0indirekt
crates.iowasi0.11.1+wasi-snapshot-preview1indirekt
crates.iowasm-bindgen0.2.125indirekt
crates.iowasm-bindgen-macro0.2.125indirekt
crates.iowasm-bindgen-macro-support0.2.125indirekt
crates.iowasm-bindgen-shared0.2.125indirekt
crates.iowinapi-util0.1.11indirekt
crates.iowindows-link0.2.1indirekt
crates.iowindows-sys0.61.2indirekt
crates.ioxattr1.6.1indirekt
crates.iozerocopy0.8.52indirekt
crates.iozerocopy-derive0.8.52indirekt
crates.iozmij1.0.21indirekt
PyPImaturinindirekt
Abhängigkeits-Advisories 1

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 163 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 1 tragen bekannte Advisories, davon 0 direkte. 5 konnten nicht bewertet werden – keine aufgelöste Version, ein nicht unterstütztes Ökosystem, oder außerhalb der ausgewiesenen Paketliste.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
memmap20.9.10indirektunbekannt10.9.11

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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      "topics": [
        "cheminformatics",
        "drug-discovery",
        "retrosynthesis",
        "rust",
        "computational-chemistry",
        "computer-aided-synthesis-planning",
        "medicinal-chemistry",
        "python",
        "synthesis-planning",
        "webassembly",
        "reaction-planning"
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      "is_fork": false,
      "size_kb": 1845,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Rust": 485434,
        "Shell": 12666,
        "Python": 68241
      },
      "pushed_at": "2026-07-26T00:49:46Z",
      "created_at": "2026-06-20T04:38:32Z",
      "owner_type": "User",
      "updated_at": "2026-07-26T00:49:32Z",
      "description": "RENKIN is an open-source retrosynthesis engine for computer-aided synthesis planning (CASP) that automatically discovers optimal chemical reaction routes from a target molecule back to cheap, commercially available starting materials.",
      "is_archived": false,
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      "primary_language": "Rust",
      "significant_languages": [
        "Rust",
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "kent-tokyo",
      "type": "User",
      "login": "kent-tokyo",
      "company": null,
      "location": "Tokyo",
      "followers": 7,
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      "created_at": "2018-02-25T02:51:05Z",
      "is_verified": null,
      "public_repos": 29,
      "account_age_days": 3072
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.17.0",
          "kind": "minor",
          "published_at": "2026-07-25T22:17:22Z"
        },
        {
          "tag": "v0.16.0",
          "kind": "minor",
          "published_at": "2026-07-25T01:07:47Z"
        },
        {
          "tag": "v0.15.4",
          "kind": "patch",
          "published_at": "2026-06-26T23:08:06Z"
        },
        {
          "tag": "v0.15.3",
          "kind": "patch",
          "published_at": "2026-06-26T13:30:17Z"
        },
        {
          "tag": "v0.15.2",
          "kind": "patch",
          "published_at": "2026-06-26T13:01:32Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "069c745069db3dc4186bfa5e351a2e4c610a887c",
          "body": "README.md's \"Recently shipped\" list had phase 1 but not phase 2\n(substrate-specific examples, schema_version 2). README_zh.md's\nroadmap was missing phase 1 entirely. Brings all three in sync.",
          "is_bot": false,
          "headline": "docs: sync roadmap phase 2 entry across all READMEs",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-26T00:49:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2fb7f8d3248ab2c4c85cffdd929f5008faa0693a",
          "body": "Moves [Unreleased] (the substrate-specific evidence records work,\nissue #41 phase 2) into [0.18.0] -- a minor bump, since it's a\nbackward-compatible feature addition, same as the 0.17.0 decision.\nBumps Cargo.toml/Cargo.lock/pyproject.toml/CITATION.cff/README\ncitations (all 3 languages)/docs version \n[…]\nalready exists\" fallback is an explicit gh release view check instead\nof a blanket `|| echo ...` that would swallow a genuine gh release\ncreate failure the same way the old npm/crates.io jobs used to.",
          "is_bot": false,
          "headline": "chore: finalize v0.18.0 release",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-26T00:49:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "19182f940fb6cec357ad2d1a70d0213284827c97",
          "body": "TemplateMetadataEntry::to_step_evidence's reference trimming (added in\nthe previous fix) filtered evidence.references down to only ids cited\nby a condition/yield/warning/example -- but a template-level\nreferences-only entry (a standalone citation with nothing else in the\nentry to cite it) has nothin\n[…]\nt a\nlarge dataset-derived example list); an entry with no examples --\nevery schema_version 1 entry, and any schema_version 2 entry that\ndoesn't use examples -- keeps its full reference list untouched.",
          "is_bot": false,
          "headline": "fix: preserve schema v1 reference-only evidence",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-26T00:29:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "465bd5b75873ed737a3c1ceecc9f4f21ccb9a739",
          "body": "Addresses three safety gaps in the substrate-specific evidence records\nadded in the previous commits:\n\n1. JSON/Python could not distinguish an exact-substrate match from a\n   same-template-different-substrate precedent, and every example on a\n   template was cloned onto every step using it (unbounde\n[…]\nma_version: 1` is unaffected.\n\nAlso corrects `match_example`'s doc comment: it was claiming\nstereochemistry-insensitive comparison without any stereo-specific\nnormalization actually being implemented.",
          "is_bot": false,
          "headline": "fix: resolve substrate evidence safely per route step",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-26T00:29:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9e0a2f1928ba13143ecc8465c62d3b2641398ea9",
          "body": "Documents ReactionExample / schema_version 2 across CHANGELOG.md,\ndocs/guides/reaction-evidence.md, docs/api/python.md, and the README/\nREADME_ja Template Evidence Metadata section: the v1/v2 schema split,\ntemplate-level vs. substrate-specific example evidence, exact-substrate\nmatching (canonical target + order-independent precursor set), and the\nexisting reported-yield/warnings-absence/success_probability caveats\nextended to cover examples.",
          "is_bot": false,
          "headline": "docs: document substrate-specific evidence records",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-26T00:29:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1cd5e3fdfb76d7c63da97e73b899cb80db82dff",
          "body": "`--format explain` now surfaces curated evidence per step: rule-author\ndefault conditions labeled as such (never conflated with literature\ndata), up to 3 ReactionExample entries (exact-substrate matches first,\n\"... and N more template examples\" for the rest, each with its own\nsubstrate-specific warn\n[…]\n's described\n(doc comments, explain-output strengths/weaknesses text): it's a\ntemplate-frequency route ranking score, not a calibrated experimental\nsuccess probability. JSON field names are unchanged.",
          "is_bot": false,
          "headline": "feat: render evidence in route explanations",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-26T00:29:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d610f4459337f9b54e6a67bdf70b2656c761e421",
          "body": "Adds ReactionExample (schema_version 2+) to the metadata sidecar: a\nsingle curated \"this target, from these precursors, under these\nconditions, reportedly in this yield\" record, plus the ExampleMatch/\nmatch_example utility to classify an example against a step's exact\nsubstrate (canonical SMILES, order-independent precursor set).\n\nschema_version 1 sidecars are unaffected; examples are rejected under\nschema_version 1 and validated (id/reference/SMILES/scope/yield checks)\nunder schema_version 2.",
          "is_bot": false,
          "headline": "feat: add substrate-specific reaction evidence records",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-26T00:29:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e5038fd669f765985bf61c6256e618dc881da3b",
          "body": null,
          "is_bot": false,
          "headline": "chore: add authors field to Cargo.toml",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T22:37:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f7214651b19839fd305bdbdbd12c734901816ee",
          "body": "[Unreleased] carried backward-compatible additions since 0.16.0 (stable\ntemplate_id, evidence metadata sidecar, `renkin template ids`, Python\ntemplates_path/template_metadata_path) -- a minor bump, not a patch.\n\nBumps Cargo.toml/Cargo.lock/pyproject.toml/CITATION.cff to 0.17.0, moves\nCHANGELOG's [Un\n[…]\n docs Cargo dependency snippets, docs API\nversion-string examples). docs/benchmark_ja.md's v0.16.0 mention is left\nuntouched -- it records which build measured that benchmark, not the\ncurrent version.",
          "is_bot": false,
          "headline": "chore: prepare v0.17.0 release",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T13:03:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e98831bb1041f712b9889d3b53031d0e401a6c5e",
          "body": "Both publish-npm and publish-crates swallowed real publish failures\n(|| echo / || true), so a bad token or registry error would leave\ngithub-release green while npm/crates.io silently stayed unpublished.\nSkip only on a confirmed already-published version; let any other\nfailure fail the job so github-release (which needs both) blocks too.",
          "is_bot": false,
          "headline": "fix(ci): fail release workflow on genuine npm/cargo publish errors",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T13:03:32Z",
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          "is_coding_agent": false
        },
        {
          "oid": "85d7faf0f43db5ca170b6a1f6f02255289c5d3eb",
          "body": "Three real issues from a re-review, all verified against actual\nbehavior before fixing (not just doc-swapped):\n\n1. \"402 building blocks\" was documented as THE default for CLI/Python,\n   but ChemEnv::load(\"data/building_blocks.smi\") is a relative-path\n   lookup with a fallback to the compiled-in 152-\n[…]\nd to \"calibrated experimental success\nprobabilities\" so it doesn't read as contradicting the very real\n`success_probability` field (which remains a template-frequency\nsearch-ranking score, unchanged).",
          "is_bot": false,
          "headline": "docs: correct runtime stock and comparison claims",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T12:46:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "24d55dad6b05be3f728253dbfc5b4df6c38a5c69",
          "body": "Reorders the first section of all three READMEs to what a first-time\nvisitor actually needs, in order: what RENKIN is, install, live\nplayground, a working example, current limitations, then a link to\nthe full benchmark page -- instead of leading with a two-paragraph\nbenchmark-correction notice befor\n[…]\nisting BibTeX block in README.md's\nCitation section.\n\nNot included here, by design: GitHub Topics is a repository setting,\nnot a file, so it's applied directly to the repo rather than through\nthis PR.",
          "is_bot": false,
          "headline": "docs: restructure README opening and add CITATION.cff",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T12:46:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b2612b186078c596d2adde58b93c1e5fc9455c23",
          "body": "Four new pages, each written to resolve one specific search intent\nrather than restate README/API-reference prose:\n\n- guides/python-retrosynthesis.md -- pip install, a CI-verified working\n  example, custom building blocks, extracted templates, the evidence\n  sidecar, the real JSON return shape (capt\n[…]\nver them.\n\nNo README changes, no new benchmark claims, no code changes -- scope\nis new discovery content only, kept separate from the fact/API fixes\nand page-metadata work in the previous two commits.",
          "is_bot": false,
          "headline": "docs: add retrosynthesis discovery guides",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T12:46:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4a4acd1fe9968000b93ffa4fe9dfb43306181b6a",
          "body": "Every docs page now has its own front-matter title/description instead\nof sharing the generic \"RENKIN\" title -- Google explicitly recommends\nunique, descriptive titles per page over a repeated boilerplate one.\nEach title targets one primary search intent (e.g. the Python API page\ntargets \"Python ret\n[…]\ne is\nstrictly page-metadata and social-preview generation, kept separate\nfrom the fact/API-correctness fixes (previous commit) and the new\ndiscovery-guide content (next commit) for independent review.",
          "is_bot": false,
          "headline": "docs: improve page metadata and social previews",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T12:46:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7a0d377fe73cc3533e68af33ddc2efb663dd59a0",
          "body": "The public docs site was showing search visitors factually wrong\ninformation: 31 hand-crafted rules (actually 28), 509 building blocks\n(actually 402, verified live via canonicalized data/building_blocks.smi),\na non-existent renkin.version() function (it's the __version__ attribute),\nPython find_rout\n[…]\nage check.\n\nAll of this was added to ci.yml (pull_request-triggered), not docs.yml\n(push-to-master only, since it's the GitHub Pages deploy workflow) --\ndocs.yml can't catch a regression before merge.",
          "is_bot": false,
          "headline": "docs: fix stale metrics and incorrect API examples",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T12:46:26Z",
          "body_truncated": true,
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        },
        {
          "oid": "3e924768de2a94763f5e57c6e1ad2632c80f4196",
          "body": "Bumps [chematic](https://github.com/kent-tokyo/chematic) from 0.4.30 to 0.6.0.\n- [Release notes](https://github.com/kent-tokyo/chematic/releases)\n- [Changelog](https://github.com/kent-tokyo/chematic/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/kent-tokyo/chematic/compare/v0.4.30...v0.6.0)\n\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump chematic from 0.4.30 to 0.6.0 (#45)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-25T08:24:17Z",
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          "is_coding_agent": false
        },
        {
          "oid": "a79ad9eafaafc79159a8ebd33046a2f83230af68",
          "body": "Wire the template-ID/evidence infrastructure from the previous commit\ninto user-facing surfaces:\n\n- `--template-metadata <path>` CLI flag: loads and validates a sidecar\n  before search starts (malformed metadata is a hard error; a\n  template_id with no matching rule is a warning, not a failure).\n- `\n[…]\nchanged\nmaster after stashing this work -- no new clippy violations were\nintroduced by either commit in this change; the existing lints are\nleft unfixed here since they're outside this change's scope.",
          "is_bot": false,
          "headline": "feat: expose template evidence through CLI and Python",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T08:00:08Z",
          "body_truncated": true,
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        },
        {
          "oid": "00945c46f90234638e16f1fd22e57348467d31e0",
          "body": "Add a hash-based stable identity for every RetroRule/ReactionStep --\n`rule:<name>` for hand-crafted rules, `smirks-sha256:<hex>` for\nextracted templates -- independent of file order, position, or count\n(extracted_{i} remains as a display-only name). Extend evidence.rs\nwith the full evidence vocabula\n[…]\ndded\ntemplate_id clone in the hot loop).\n\nAddresses the identification/evidence-storage portion of #41;\nsuccess-rate/yield prediction and automatic literature retrieval\nremain explicitly out of scope.",
          "is_bot": false,
          "headline": "feat: add stable template IDs and evidence metadata",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T08:00:08Z",
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        },
        {
          "oid": "85b81fe79255d80f78d1756060aca373a9ed74e5",
          "body": "Bumps [serde_json](https://github.com/serde-rs/json) from 1.0.150 to 1.0.151.\n- [Release notes](https://github.com/serde-rs/json/releases)\n- [Commits](https://github.com/serde-rs/json/compare/v1.0.150...v1.0.151)\n\n---\nupdated-dependencies:\n- dependency-name: serde_json\n  dependency-version: 1.0.151\n\n[…]\nf-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: kent-tokyo <36805997+kent-tokyo@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump serde_json from 1.0.150 to 1.0.151 (#46)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-25T07:52:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "df550787214de3a3970c5a2eeec56bad89f43c7f",
          "body": "Bumps [anyhow](https://github.com/dtolnay/anyhow) from 1.0.103 to 1.0.104.\n- [Release notes](https://github.com/dtolnay/anyhow/releases)\n- [Commits](https://github.com/dtolnay/anyhow/compare/1.0.103...1.0.104)\n\n---\nupdated-dependencies:\n- dependency-name: anyhow\n  dependency-version: 1.0.104\n  depen\n[…]\nf-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: kent-tokyo <36805997+kent-tokyo@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump anyhow from 1.0.103 to 1.0.104 (#44)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-25T07:51:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d6dca64355f76ff1ccb19ba98a3754309716247f",
          "body": "Bumps [serde](https://github.com/serde-rs/serde) from 1.0.228 to 1.0.229.\n- [Release notes](https://github.com/serde-rs/serde/releases)\n- [Commits](https://github.com/serde-rs/serde/compare/v1.0.228...v1.0.229)\n\n---\nupdated-dependencies:\n- dependency-name: serde\n  dependency-version: 1.0.229\n  depen\n[…]\nf-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: kent-tokyo <36805997+kent-tokyo@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump serde from 1.0.228 to 1.0.229 (#43)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-25T07:51:03Z",
          "body_truncated": true,
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        },
        {
          "oid": "e31d8621ae37a3cd595360ca98a3aaea888cfd02",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 6 to 7.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/v6...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-python\n  dependency-\n[…]\nf-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: kent-tokyo <36805997+kent-tokyo@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/setup-python from 6 to 7 (#42)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-25T07:50:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ddbbc781e153a7c0e03d78daebc3534255ef192c",
          "body": "Drops the 9-badge \"Pure Rust / unsafe forbidden / WASM / PyO3 / MCP /\ntemplates / building blocks / USPTO-50k / ChEMBL\" row -- every fact in\nit is already stated in prose elsewhere (Key Features table, tagline,\nWhy-RENKIN table, or the benchmark-status warning notice), so it was\npure visual duplication. CI/Docs status badges and the package\nregistry row (Crates.io/docs.rs/PyPI/npm/License) are unchanged.",
          "is_bot": false,
          "headline": "docs: trim decorative badge row from README (all languages)",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T07:45:30Z",
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          "headline": "docs: add README_zh.md (Simplified Chinese translation)",
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          "headline": "release: bump to v0.16.0",
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          "body": "Local dev-log scratch file, same category as the rest of tasks/*\nthat .gitignore already excludes for new files.",
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          "headline": "chore: stop tracking tasks/lessons.md",
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          "oid": "b19d0feee7cbbbd9d6718a4afba1cf197fc2bed0",
          "body": "…#48)\n\n* feat(bench): bottleneck decomposition tooling + fixed screening corpora\n\nPhase 32 (tasks/phase32_matched_condition_goal.md) merge-order steps 2 and\n4, built directly from the already-measured Phase 31 corrected baseline\n(data/bench_chunks_phase31_final_e20dc8c) so no candidate arm needs a\nr\n[…]\nthe three _for_rule match functions (unrelated to this change,\nnot consolidated here), and the extracted-template loader format.\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "feat(search): tag step metadata provenance (handcrafted vs unknown) (…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-25T00:13:22Z",
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          "oid": "77a330b455c4246509f514e1e3eac6caaad0b568",
          "body": "* feat(search): rank templates per-node instead of once at the root\n\nPhase 32 Track D (tasks/phase32_matched_condition_goal.md): the NN template\nscorer used to rank rules ONCE against the root target molecule and reuse\nthat ranking for every deeper intermediate encountered during the whole A*\nsearch\n[…]\ns the actual\nmeasurement tool used to produce the top-K recall numbers cited in this\nPR's description, kept for reproducibility.\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "feat(search): rank templates per-node instead of once at the root (#47)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-24T22:29:48Z",
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          "oid": "7165885c9bdcb2332fafb64d70f752e497f96a5e",
          "body": "…ng runner\n\nThe 600s hard timeout was unreliable under --parallel > 1: renkin-bench\ndefaults to one rayon worker thread per logical core, so N concurrent\nchildren each grabbing all 10 cores massively oversubscribed the machine.\nIn a real 500-target run this starved the orchestrator's own Python\nthre\n[…]\nhe\nactual search, not just delayed timeout detection, so the fix also\ncorrects the underlying latency measurements the timeout policy is\nsupposed to be bounding, not only the timeout guarantee itself.",
          "is_bot": false,
          "headline": "fix(bench): cap RAYON_NUM_THREADS per child in the per-target screeni…",
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          "author_login": null,
          "committed_at": "2026-07-23T15:55:07Z",
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        {
          "oid": "bae1f8cc4c29a7a0c09b1ea8dd164575604ab8be",
          "body": "…subprocess (#40)\n\n* perf(bench): per-target screening runner with hard timeout, isolated subprocess\n\nPhase 32 (tasks/phase32_matched_condition_goal.md): a 100-target-per-process\nsharded screening run hit a real pathological case -- one target (Screening-500\nrow 324, a large TIPS-protected macrolide\n[…]\nthe sum), one hit the 600s hard timeout and was killed cleanly while\nits three siblings kept running and finished independently.\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "perf(bench): per-target screening runner with hard timeout, isolated …",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-23T10:48:44Z",
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          "oid": "cbcc281ed54dce196531c7f94f5f0964dccd1363",
          "body": "…egatives (#39)\n\n* fix(validation): VF2 structural fallback for canonical-SMILES false negatives\n\nTrack F (fix/validator-fidelity) gold-set audit of Phase 31's open finding\n(83% of Invalid-classified steps were atom-balanced but failed the\nreverse-SMIRKS reproduction check) found the dominant cause:\n[…]\ntion.\n\nResult: 202/202 flips are RDKit-confirmed genuine same-molecule matches,\n0 potential over-matches found in this gold set.\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "fix(validation): VF2 structural fallback for canonical-SMILES false n…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-22T08:09:44Z",
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        {
          "oid": "4fb2e5467e788c05a9594cd242c0bf9da953ce74",
          "body": "…(E2) (#38)\n\nfind_routes' closed set (FxHashSet<u64> keyed by state_hash) is a boolean\nvisited check with no stored g, so it never reopens a state on a lower-cost\nre-arrival. Adds a deterministic find_routes-level repro: an injected\nReactionPrior/MoleculeValueEstimator forces a worse path (g~1.09) t\n[…]\ne-existing chem_env.rs/\npython.rs clippy findings confirmed unrelated via empty\n`git diff origin/master -- src/chem_env.rs src/python.rs`).\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "test(search): prove closed-set drops a better path on inconsistent h …",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-22T07:49:51Z",
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        },
        {
          "oid": "f6758f075f20711620f8e898d02db59873fae6d0",
          "body": "Every USPTO-50k target has name == \"UNK\" (verified: every data row in\ndata/uspto50k_test.smi), so keying the before/after solved-state map on\nname collapsed all targets into one bucket and silently discarded\nper-target deltas — found during the Phase 31 PR #32 harness audit\n(12 real regressions in a\n[…]\n/ 0 regressed; the\nfixed binary correctly reports both. Added 4 unit tests pinning this\nplus duplicate-key and mismatch-detection behavior.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "fix(bench): key renkin-bench compare on smiles+index, not name (#37)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-22T07:40:47Z",
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        {
          "oid": "568cc67efc5f4d8069dbe9ba4c2769ca495e5ebf",
          "body": "master's chematic version has advanced past what backed the Phase 31\ncorrected-baseline measurement (commit e20dc8c, chematic 0.4.25).\nInvestigated before merging PR #24: only one existing test broke, on\na hardcoded canonical-SMILES string format (not a semantics change --\nconfirmed self-consistent \n[…]\netting the published numbers\nsilently drift out of sync with what master's dependency versions\nactually are -- no re-measurement performed.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "docs: note chematic 0.4.25->0.4.30 version delta in provenance doc (#36)",
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          "committed_at": "2026-07-22T05:50:22Z",
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          "oid": "aa9f472acda62d4189dc46a74c9174ff4ad0e4e3",
          "body": "* chore(deps): bump chematic from 0.4.25 to 0.4.30\n\nBumps [chematic](https://github.com/kent-tokyo/chematic) from 0.4.25 to 0.4.30.\n- [Release notes](https://github.com/kent-tokyo/chematic/releases)\n- [Changelog](https://github.com/kent-tokyo/chematic/blob/main/CHANGELOG.md)\n- [Commits](https://gith\n[…]\n---\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": true,
          "headline": "chore(deps): bump chematic from 0.4.25 to 0.4.30 (#24)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-22T05:43:59Z",
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        {
          "oid": "61702a2bd3ad61412146a54601ca77ce2a733fc8",
          "body": "Bumps [actions/setup-node](https://github.com/actions/setup-node) from 4 to 7.\n- [Release notes](https://github.com/actions/setup-node/releases)\n- [Commits](https://github.com/actions/setup-node/compare/v4...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-node\n  dependency-version: '\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/setup-node from 4 to 7 (#23)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-22T05:24:14Z",
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        {
          "oid": "6b704e29e668db8487707dd94efcc20ecd4c0926",
          "body": "Bumps [actions/cache](https://github.com/actions/cache) from 4 to 6.\n- [Release notes](https://github.com/actions/cache/releases)\n- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)\n- [Commits](https://github.com/actions/cache/compare/v4...v6)\n\n---\nupdated-dependencies:\n- dependenc\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/cache from 4 to 6 (#18)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-22T05:24:08Z",
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        {
          "oid": "b9112faa9ad7c9ebab77c279e206d65de6967dd2",
          "body": "Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 4 to 7.\n- [Release notes](https://github.com/actions/upload-artifact/releases)\n- [Commits](https://github.com/actions/upload-artifact/compare/v4...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/upload-artifac\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/upload-artifact from 4 to 7 (#16)",
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          "body": "Bumps [tract-onnx](https://github.com/snipsco/tract) from 0.23.3 to 0.23.4.\n- [Release notes](https://github.com/snipsco/tract/releases)\n- [Changelog](https://github.com/sonos/tract/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/snipsco/tract/compare/v0.23.3...v0.23.4)\n\n---\nupdated-dependenc\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump tract-onnx from 0.23.3 to 0.23.4 (#21)",
          "author_name": "dependabot[bot]",
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        {
          "oid": "6b5d02c1c6a72ea1c4cc079dffe2e75de0da8e4e",
          "body": "Bumps [rustc-hash](https://github.com/rust-lang/rustc-hash) from 2.1.2 to 2.1.3.\n- [Changelog](https://github.com/rust-lang/rustc-hash/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/rust-lang/rustc-hash/compare/v2.1.2...v2.1.3)\n\n---\nupdated-dependencies:\n- dependency-name: rustc-hash\n  depen\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump rustc-hash from 2.1.2 to 2.1.3 (#20)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-22T05:23:50Z",
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        {
          "oid": "abfe7ea3aeaad15b8a11ac8328a50789e2c201b4",
          "body": "…2 (#35)\n\nPhase 31's own final state was left stale on master: the heading still\nread \"in progress\" and 31.9/31.11/31.12 were unchecked even though\nPR #34 (31.9), PR #31 (31.11), and PR #33 (31.12's provenance-binding\nhalf) had all already merged. The exact class of record-integrity gap\nPhase 31 was\n[…]\ne 31's own section reads as closed instead of accumulating\nunrelated follow-up work.\n\nNo code or published numbers changed -- todo.md only.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "docs: close out Phase 31 in todo.md, split residual work into Phase 3…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-22T04:33:39Z",
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        {
          "oid": "96d74d37d51590808ebb473e21a586fb8b37ab0a",
          "body": "* fix: gitignore negation for tasks/ provenance docs was non-functional\n\n`tasks/` (trailing slash) excludes the directory itself, and git cannot\nre-include a file whose parent directory is excluded -- the\n!tasks/phase31_corrected_baseline_run.md exception added in #30 never\nactually applied (git add\n[…]\n fixed here: doing so would\nmean editing the measured binary's source, out of scope for a\ndocs-only PR per explicit instruction.\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "docs: publish Phase 31 corrected USPTO-50k Stage 1 baseline (#34)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-22T04:14:34Z",
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        },
        {
          "oid": "e20dc8ccca6cac10484dd20b3191a2cbfafefb93",
          "body": "…ing rule (31.12) (#33)\n\nvalidate_step's SMIRKS-reversal check (smirks_reproduces) tried every\nrule with a non-empty SMIRKS and returned Valid if *any* of them\nreversed-matched the target, not just the rule the step actually\nclaims to have used (step.rule). An unrelated rule's coincidental\nreverse-m\n[…]\nothing outside validate_step relies on\nits old semantics — checked src/bin/{benchmark,mcp}.rs and\ncrates/renkin-forward, neither calls it).\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "fix: bind step validation to the originating rule, not any corroborat…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-21T23:14:00Z",
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        {
          "oid": "ba994f90b6093070fdd84de97a7455d1b186c087",
          "body": "…ity (#32)\n\nThe Phase 31 corrected-baseline run-doc claims the 4,907-target headline\nnumbers were \"aggregated directly from all per-target results[] records\"\nbut no script existed anywhere in the repo that actually does this —\nonly the ad hoc per-chunk progress counters in run_benchmark_chunks.sh\n(w\n[…]\nhe population (all targets, not solved-only) and the\npercentile method (linear interpolation) the run-doc used but didn't\nstate explicitly.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "test(bench): add aggregate_bench_results.py — Phase 31 harness integr…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-21T23:06:13Z",
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        {
          "oid": "4f47ede394e7256c00c58303e54ab39cbfcc91c3",
          "body": "* fix: remove atom-loss halide retro rules from default_rules() (31.11)\n\naryl_chloride_retro (\"[c:1][Cl]>>[c:1]\"), aryl_iodide_retro\n(\"[c:1][I]>>[c:1]\"), and aryl_fluoride_snAr_retro (\"[c:1][F]>>[c:1]\")\neach deleted a halogen atom from the product with no tracked precursor\naccounting for where it we\n[…]\ntentionally\nsingle-fragment rule (no longer true - it's removed) to point at\nboc_deprotection_retro instead, which still is one.\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "fix(chem): resolve atom-loss halide retro rules (31.11) (#31)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-21T22:59:52Z",
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        },
        {
          "oid": "548972e0d4af7b4d86a3e698fee93e583db1e53f",
          "body": "…es (#30)\n\n* feat: add examples/inspect_validation for per-step validation inspection\n\nrenkin-bench's --plausibility output only exposes route-level rollup\n(route_validation_status) — no way to see which specific rule caused\nan Invalid verdict, or whether the step was atom-balanced. Needed this\nwhil\n[…]\nidated 78.0% row reworded to stop reading as an endorsement of\n  current validity, consistent with the notice directly above it.\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "feat: add examples/inspect_validation + Phase 31 record-integrity fix…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-21T13:55:01Z",
          "body_truncated": true,
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        },
        {
          "oid": "007abcfde36f0272410892fcab89675bf0cb27da",
          "body": "… (#28)\n\n* feat(bench): --plausibility passthrough + N-way parallel shard runner\n\nrun_benchmark_chunks.sh: add an optional 8th arg to pass --plausibility\nthrough to renkin-bench (atom-balance + forward validation), needed to\nreproduce strict_validated_solved_rate / validation_coverage /\nevaluable_va\n[…]\nocks arg,\nsilently measuring against the wrong (smaller) stock. Caught before the\nreal 4,907-target run got past its first ~90s.\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "feat(bench): --plausibility passthrough + N-way parallel shard runner…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-20T12:01:28Z",
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        {
          "oid": "05d90e652a62c8a7e1e49eaf302431595046944f",
          "body": "… start (#29)\n\nPR #25 and #26 (the forward-validation and aryl_carboxylation_retro fixes)\nare now merged into master at 35f26cb, not just landed as open branches.\nThe full corrected USPTO-50k re-benchmark also actually started 2026-07-20,\nsuperseding the earlier \"currently running\" claim that was aspirational\nwhen first written. The invalidation warning, n=200 findings, and\npercentage tables are untouched.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "docs: sync benchmark notice status with merged fixes and re-benchmark…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-20T11:51:11Z",
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        },
        {
          "oid": "35f26cb3db09204d0cffedfec362a3700f16f3b6",
          "body": "Transitive via rayon -> rayon-core -> crossbeam-deque. Invalid pointer\ndereference in fmt::Pointer for Atomic/Shared when the underlying\npointer is invalid/null; not exercised by renkin's usage, but cargo-audit\nflags it as a hard vulnerability (unlike memmap2's separate informational\n'unsound' warning, which stays as-is). No direct Cargo.toml pin needed.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "chore: bump crossbeam-epoch 0.9.18 -> 0.9.20 (RUSTSEC-2026-0204) (#27)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-20T09:44:50Z",
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        {
          "oid": "94b9501830c954994797852422b717634b64b3f1",
          "body": "* fix: restrict aryl_carboxylation_retro to free carboxylic acids\n\nThe retro SMIRKS \"[c:1][C:2](=O)O>>[c:1].[C:2](=O)O\" matched any\nAr-C(=O)-O-X substructure, not just free Ar-COOH: the trailing O had\nno H-count constraint, so it also matched ester oxygens (Ar-C(=O)-O-R).\nWhen it fired on an ester, \n[…]\nfinished);\nthis only reflects how far the correction work has gotten.\n\n* docs: mark Phase 31 re-measurement paused for the night\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "fix: restrict aryl_carboxylation_retro to free carboxylic acids (#26)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-20T09:34:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fab67fc35c91052d77d002531ffa421016996ca0",
          "body": "* refactor: centralize shared validation helpers\n\nstep_balanced/route_balanced/route_forward_validated were duplicated\nbetween renkin-bench and renkin-mcp. Move them into a shared\nsrc/validation module (atom_conservation.rs, forward.rs) with no\nbehavior change — verified by diffing renkin-bench JSON\n[…]\ne refactor\n- graph-rule dispatch confirmed reachable through validate_step, not\n  just graph_rules::validate_graph_step directly\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "fix: three-valued forward validation for graph-based retro rules (#25)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-20T09:30:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "61e0c207cdca93f69104ee78d9c6202c0a6c2ff6",
          "body": "…corpus\n\nPR10 feat/graph-sulfonamide-cleavage:\n- Add sulfonamide_cleavage_graph(): Ar-SO2-NHR → Ar-SO2Cl + H2NR\n  cuts S-N where S is a sulfonyl (two =O); bridge-bond split avoids BFS-leakage\n- Replace sulfonamide_retro SMIRKS with empty-smirks graph dispatch\n- Tests: aryl sulfonamide fires + parses\n[…]\nd_cases/uspto_unsolved.smi — 1,081 unsolved targets (phaseB baseline)\n  for fast regression measurement of future graph rules / search changes\n\n71 → 71+2 tests pass; cargo clippy -- -D warnings clean.",
          "is_bot": false,
          "headline": "feat: graph sulfonamide cleavage, cascade quality metrics, hard-case …",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-29T10:32:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3161805e0b40900791e14f2358a4e74c0057573d",
          "body": "…p cleanup\n\nPR4 search/top-templates-filter:\n- Add top_templates_by_weight() helper in chem_env.rs (sort by weight desc,\n  truncate); hand-crafted rules loaded separately are never truncated\n- Wire --top-templates N into renkin (main.rs) and renkin-bench\n- Add top_templates field to cascade StageCon\n[…]\ncross README, README_ja,\n  badges, and benchmark table (was inconsistently 78.1%/3,831)\n- Add cascade 95.9% (4,705/4,907) row to benchmark tables\n\nAll 69 tests pass; cargo clippy -- -D warnings clean.",
          "is_bot": false,
          "headline": "feat: --top-templates filter, raw/validated/practical metrics, roadma…",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-29T09:43:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0303ec41c5f953e5379661273e58129939c7c96d",
          "body": "PR1 bench/cascade-search:\n- Add `renkin-bench cascade --input <smi> --stage <cfg.json> [...]`\n  subcommand; each stage runs only unsolved targets from the previous\n  stage (only_unsolved_from_previous); output JSON shows newly_solved\n  and cumulative_solved per stage + final raw_solved_rate\n- Add co\n[…]\nSMIRKS rule with empty-smirks graph dispatch\n- Update ester_cleavage_fires_on_aspirin test; add two new tests:\n  ester_cleavage_skips_free_acid, ester_cleavage_ethyl_benzoate\n- 67 → 69 tests, all pass",
          "is_bot": false,
          "headline": "feat: cascade subcommand, retro cache stats, graph ester cleavage",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-29T09:03:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5016d1817086b0dcb11ce953d411eb3d3d572bdc",
          "body": "…docs\n\n- Cargo.lock: chematic updated to 0.4.25 (all 67 tests pass)\n  - 0.4.23: LogP fix (not used by RENKIN)\n  - E/Z transfer/create still pending (filed chematic#50)\n- docs/benchmark.md: add cascade stage 2 result (4,705/4,907 = 95.9%)\n  to progress history table; update failure taxonomy key finding",
          "is_bot": false,
          "headline": "chore: bump chematic 0.4.22 → 0.4.25; add cascade 95.9% to benchmark …",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-29T07:25:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "feb6bf8e8908996e531b71ba8e647acee1665d19",
          "body": "…iagram",
          "is_bot": false,
          "headline": "docs(ja): remove stale '(開発予定)' from renkin-forward in architecture d…",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-29T04:32:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4dc5e07e959a9f1d126412fd7fda2ef1bd05b8b6",
          "body": "- pyproject.toml: bump 0.15.4 → 0.15.5 (sync with Cargo.toml)\n- README.md: remove stale \"(planned)\" from renkin-forward in architecture diagram\n- docs/index.md: update rule count (20 → 31 + ~5k extracted), add failure\n  taxonomy / cascade / quietset to Key Features, expand Reaction Rules section\n- d\n[…]\ner.rs: remove with_input_fact (dynamic batch conflict fix)\n- scripts/run_benchmark_chunks.sh: fix jq multiline output bug (| head -1);\n  add || true guard so crashes skip instead of killing the script",
          "is_bot": false,
          "headline": "docs: sync docs/benchmark/version to v0.15.5 state; add failure taxonomy",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-29T04:31:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1f09d4d498c7cb4f3b9960f922a195eb48c2c550",
          "body": "- Remove 74 duplicate SMILES entries (523 → 449 unique BBs)\n- Add 12 heteroaryl sulfonyl chlorides: pyridine-2/3/4, pyrimidine-2,\n  thiophene-2, quinoline-8, trifluoromethanesulfonyl, 4-(CF3)benzene,\n  3,5-bis(CF3)benzene, 2-naphthalenesulfonyl, 2-aminothiazole-5\n- Add 3 sulfonamide synthons: benzenesulfonamide, 4-Cl variant, methanesulfonamide\n- chunk_aa delta: 0 pp (unsolved sulfonamides in that set need depth>5);\n  improvement expected on full bench for simpler sulfonamide targets",
          "is_bot": false,
          "headline": "data: dedup building_blocks.smi and add heteroaryl sulfonyl chlorides",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-28T04:46:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c606e13a20df158e49175dc2bb559c721e628d1e",
          "body": null,
          "is_bot": false,
          "headline": "release: bump to v0.15.5",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-28T03:31:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "874112705326736cee029479ec6e4f10458c4dbd",
          "body": "- renkin-bench --quietset-out <file>: export observations as quietset-compatible JSONL\n  (sample_id, label, score, evaluator_id, budget, seed) for stability filtering across configs\n- renkin-bench --evaluator-id <id>: override auto-generated evaluator name\n- renkin-bench compare <baseline.json> <cur\n[…]\nset score/filter automatically\n- MCP diagnose_failure tool: analyse SearchStats to explain why no route was found\n  and return actionable suggestions (depth, beam width, template coverage, stock hits)",
          "is_bot": false,
          "headline": "feat: quietset integration, bench compare, and diagnose_failure MCP tool",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-28T03:27:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a20760514d517a86fe65daedf3301882c4c1292c",
          "body": "Add Pareto search, constraint DSL, explain/compare/pareto formats,\nstock/template subcommands, renkin-doctor, renkin-kg, failure diagnostics,\n--plausibility, and MCP 6-tool table. Fix roadmap checked items.",
          "is_bot": false,
          "headline": "docs: sync README to latest features (PR #9–#15)",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-27T08:23:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dba2f42c15e7080d7be69c87fe579fbb5ad1d66b",
          "body": "Remove Release, Security Audit, Downloads badges; fix README_ja citation to v0.15.4.",
          "is_bot": false,
          "headline": "docs: trim badge clutter from README (EN/JA)",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-27T08:02:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9af07da066e492a6c0b3f9d054c04d5e4103aa89",
          "body": "…plain/coverage) (#15)\n\nAdds `renkin template <cmd>` subcommand for template quality inspection:\n\n  stats    <file.smi>         count, frequency distribution (min/p25/median/p95/max),\n                               SMIRKS length stats, valid/invalid count\n  validate <file.smi>         check each SMI\n[…]\ns search logic).\n\nResearch backing: TempRe (2025), MHNpath (2025), SynRXN (2026).\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: template quality tools (renkin template stats/validate/dedup/ex…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-06-27T07:21:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1c533b5618e81b934976a25a4d5f94ba5c82e7be",
          "body": "Adds opt-in plausibility metrics to renkin-bench:\n\n  --plausibility  runs forward validation on each best route\n\nNew BenchReport fields:\n  pct_forward_validated      — forward validation pass rate (opt-in)\n  pct_low_template_confidence — routes with any step_confidence < 0.1\n  plausibility_score    \n[…]\nSingle-Step Retrosynthesis Benchmarks\"\n(2026), CompleteRXN (2026), SynRXN (2026).\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: benchmark plausibility report (--plausibility flag) (#14)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-06-27T06:56:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8eac72d6aa3b63d1d04a36dbfb77b741fd6a0315",
          "body": "…ool) (#13)\n\nAdds a JSON constraint file interface for prompt-conditioned synthesis\nplanning (Project Ariadne pattern). LLM translates natural language to\nJSON; RENKIN executes as the constraint-aware planner.\n\n--constraints constraints.json supports:\n  avoid_elements, require_elements → SearchConfi\n[…]\nine constraint params.\n\nResearch backing: Project Ariadne (2026-06), LARC, MMORF.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: constraint DSL (--constraints JSON, plan_with_constraints MCP t…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-06-27T04:41:11Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1ecb2434e8529b4f7ec6f74e015d716c816564cc",
          "body": "…to_routes MCP) (#12)\n\nAdds Pareto-front filtering as a post-processing step over Vec<Route>.\nNo changes to the search algorithm — pure O(n²) dominance check on\nexisting route fields (route_cost, success_probability, steps, depth,\nconfidence, convergency, atom_economy).\n\nCLI: --format pareto [--obje\n[…]\nt on one objective.\n\nResearch backing: MORetro* (2026-05), MMORF (2026-04), LARC.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: Pareto multi-objective route search (--format pareto, find_pare…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-06-27T03:47:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "64ed8ab5a634dea27d0a0276c1580e2905b26a70",
          "body": "…elements (#11)\n\nEach route card now shows a metrics bar: score, confidence, success_probability,\nroute_cost, convergency (color-coded green/yellow/red). Copy buttons per card:\nJSON, CLI, Mermaid, Python snippet. Avoid/require elements inputs wired to\nthe WASM search call (falls back to 4-arg if WAS\n[…]\nhem).\nMermaid export generated client-side to mirror format_route_mermaid output.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: playground v2 — route metrics bar, copy buttons, avoid/require …",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-06-27T03:31:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0c23b382ede5c3969200f4979d8de5c4393c58df",
          "body": "…ute MCP tool (#10)\n\n--format explain: human-readable route explanation (strengths/weaknesses\nderived from confidence, success_probability, atom_economy, reaction_family).\n--format compare / compare-json: side-by-side route comparison table.\nrenkin stock stats|validate|coverage: stock CSV management\n[…]\nrom stock CSV.\nexplain_route MCP tool: same explanation logic via the MCP server.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: route explain/compare formats, stock subcommand, and explain_ro…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-06-27T03:17:11Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f0e48118060c32feef18bbf8ef8c045af8bd7c93",
          "body": "* tasks: update todo.md (Phase 28/29) and lessons.md (L20-L23)\n\n- todo.md: add Phase 28 (OSS hardening, all done) and Phase 29 (roadmap)\n- lessons.md: add L20 (release pre-gate), L21 (branch protection names),\n  L22 (PyPI retry), L23 (version CI check)\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@ant\n[…]\n via serde.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: renkin-doctor, renkin-kg, failure diagnostics (v0.16.0 prep) (#9)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-06-27T02:44:36Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4be9aaf92749d24af485a36e3a8410400c74da84",
          "body": "feat: renkin-doctor diagnostic command",
          "is_bot": false,
          "headline": "Merge pull request #8 from kent-tokyo/feat/renkin-doctor",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-06-26T23:53:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0b5dbc6c446751b5692807bfbbd577a5e81e113",
          "body": "Checks: version, templates file, building blocks count, renkin-forward/mcp\nbinaries, WASM package, Python bindings. Reports status without crashing\non missing components.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add renkin-doctor diagnostic command",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T23:52:19Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "33413a474529ba057e04d5206504cb16eb8a383c",
          "body": "- Fix stale version strings: docs/index.md, docs/getting_started/installation.md,\n  docs/benchmark.md, docs/api/wasm.md, README.md Citation (all → 0.15.4)\n- ci.yml: add version-check job (greps docs/ and README citation vs Cargo.toml)\n- .github/pull_request_template.md: checklist with version sync reminder\n- CONTRIBUTING.md: branch naming conventions\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: version sync + CI check + PR template + branch conventions",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T23:39:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "724a6061b4bb1b2d3ea9c6f7b351b449cac02b56",
          "body": "Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add crates.io total downloads badge",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T23:25:40Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "59ee62a08fa5c445a855d633cc7adbd2a8ba34ba",
          "body": "Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: bump to v0.15.4",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T23:04:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0658eecbbb34aeb1f170437ba4582b1bc44f5b70",
          "body": "sleep 60 + single attempt fails when PyPI propagation is slow (1-5 min).\nNow retries every 60s for up to 5 minutes before giving up.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: retry PyPI install up to 5 times in smoke test",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T22:59:31Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "280ed60c4085cc66a8f267c9a217e6935e5590f7",
          "body": "Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: left-align badge rows in README",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T22:51:25Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "988b9004a9d7dd75483c7772b50bf109e997852a",
          "body": "Builds the Python wheel and checks all exposed APIs on every push to master,\nso a broken Python binding is caught before tagging — not after PyPI publish.\n\nChecks: __version__, find_routes, predict_forward, validate_forward callable,\nand find_routes returns a non-empty result on a simple SMILES input.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: add Python smoke job as pre-release gate",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T22:51:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "53437d8e6b6114f3a770ff258b8c379a6d5e9cf0",
          "body": "version() was never a Python API function; __version__ is the correct\nattribute (exposed in src/python.rs via m.add(\"__version__\", ...)).\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: smoke test uses renkin.__version__ not renkin.version()",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T22:48:34Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "410ac11c6074a20c14c0906c30b2d515186360ea",
          "body": "- Replace inline badge row with 3 centered rows (status / distribution / features)\n- Add docs.rs, Python versions, Security Audit, PyO3, MCP, benchmark badges\n- Move Colab badge to Quick Start section end\n- Add Why RENKIN? / RENKIN を選ぶ理由 table before Installation\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: 3-row badge layout + Why RENKIN? section",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T22:45:12Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0d43cefb039a717b0129e287203799e86e3ce0a6",
          "body": "- Remove codeql.yml: conflicts with GitHub Default setup (can't have both)\n- security-audit.yml: add checks: write so rustsec/audit-check can post annotations\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: fix CodeQL conflict and security-audit permissions",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T22:32:05Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
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          "oid": "8ec9180c1fd3953a55f7dda3eeef03d1230f18eb",
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    "quality_signals": {
      "has_ci": true,
      "has_tests": false,
      "ci_workflows": [
        "ci.yml",
        "docs.yml",
        "release.yml",
        "security-audit.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "Cargo.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": null,
            "reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "13 out of 13 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"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "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"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/14 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 0,
            "reason": "project has 0 contributing companies or organizations -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "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"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 0,
            "reason": "project was created within the last 90 days. Please review its contents carefully",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "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"
          },
          {
            "name": "SAST",
            "score": 10,
            "reason": "SAST tool is run on all commits",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 9,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "069c745069db3dc4186bfa5e351a2e4c610a887c",
        "ran_at": "2026-07-26T00:54:16Z",
        "aggregate_score": 6.6,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": true,
      "has_dependabot_config": true
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-26T00:53:46Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-07-26T00:49:28Z",
      "ci_last_conclusion": null,
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/kent-tokyo/renkin",
    "host": "github.com",
    "name": "renkin",
    "owner": "kent-tokyo"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 61,
      "inputs": {
        "security": 73,
        "vitality": 74,
        "community": 43,
        "governance": 56,
        "engineering": 60
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 74,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 57,
            "inputs": {
              "commits_last_year": 214,
              "human_commit_share": 0.82,
              "days_since_last_push": 0,
              "active_weeks_last_year": 4
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "4/52 weeks with commits",
                "points": 2.8,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 4
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "214 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 214
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 5,
              "latest_release_tag": "v0.17.0",
              "releases_from_tags": false,
              "days_since_latest_release": 0,
              "mean_days_between_releases": 7.3
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "5 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 5
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 0
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~7.3 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 7.3
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 43,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 0,
              "stars": 2,
              "watchers": 1,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "2 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "1 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 63,
            "inputs": {
              "packages": [
                "renkin",
                "renkin"
              ],
              "dependents": null,
              "ecosystems": "crates, pypi",
              "total_downloads": 285,
              "monthly_downloads": 6130
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "6,130 downloads/month across crates, pypi",
                "points": 50.5,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 6130,
                      "ecosystems": "crates, pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 56,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "merged_prs": 49,
              "open_issues": 0,
              "closed_issues": 1,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 3
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "49/52 decided PRs merged",
                "points": 36,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 49,
                      "decided": 52
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/14 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "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": 7,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "kent-tokyo",
              "public_repos": 29,
              "account_age_days": 3072
            },
            "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": "7 followers of kent-tokyo",
                "points": 6.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 7,
                      "login": "kent-tokyo"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "29 public repos, account ~8 yr old",
                "points": 22.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 29
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "renkin",
                "renkin"
              ],
              "ecosystems": "crates, pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on crates, pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "crates, 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": "18 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 18
                    }
                  }
                ],
                "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": "moderate",
        "name": "Engineering Quality",
        "value": 60,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "at_risk",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 44,
            "inputs": {
              "has_ci": true,
              "has_tests": false,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "topics": [
                "cheminformatics",
                "drug-discovery",
                "retrosynthesis",
                "rust",
                "computational-chemistry",
                "computer-aided-synthesis-planning",
                "medicinal-chemistry",
                "python",
                "synthesis-planning",
                "webassembly",
                "reaction-planning"
              ],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "11 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 73,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 66,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 6.6
            },
            "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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "13 out of 13 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 0/14 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 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": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6.8,
                "status": "partial",
                "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": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 163 resolved dependencies against OSV; 5 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",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 163
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 5
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 1,
              "affected_packages": 1,
              "assessed_packages": 163,
              "unassessed_packages": 5,
              "affected_by_severity": "unknown 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "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 carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "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": 163,
              "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": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 2
            },
            "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": 53,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "82 of 82 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 82,
                      "sampled": 82
                    }
                  }
                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
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            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 52,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [
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              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.23,
              "toolchain_manifests": [
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              "dependency_bot_commit_share": 0.18
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            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Cargo.toml, crates/renkin-forward/Cargo.toml, crates/renkin-kg/Cargo.toml (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
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                    "code": "toolchain_convention",
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "Rust (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "statically_typed_language",
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                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "23 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "agent_authored_commits",
                    "params": {
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                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "18 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 18,
                      "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
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 97,
            "inputs": {
              "primary_language": "Rust",
              "largest_source_bytes": 111182,
              "source_files_sampled": 39,
              "oversized_source_files": 2
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Rust (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "2/39 source files over 60KB",
                "points": 52.2,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 39,
                      "oversized": 2
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index crates:renkin@0.18.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T00:54:27.882972Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/kent-tokyo/renkin.svg",
  "full_name": "kent-tokyo/renkin",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.

Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistikencrates.io, PyPI.