Öffentliches RegisterMittel
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-28 12:10 UTC
eastriverlee / LLM.swift
LLM.swift is a simple and readable library that allows you to interact with large language models locally with ease for macOS, iOS, watchOS, tvOS, and visionOS.
eastriverlee/LLM.swift erreicht einen Gesundheitsindex von 58 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (72/100) ab, am schwächsten bei Security (41/100). Zuletzt vor 9 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
58
gesamt / 100Software-Gesundheitsindex
Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.
58
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Eigentümerschaft
eastriverPersönliches Konto
56 Follower33 öffentliche Reposseit Sept. 2018
Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
72
Entwicklungsaktivität
58Mittel
Wie die Bewertung erfolgt
| 28.8/36 | Push-Aktualität — letzter Push vor 9 Tagen |
| 5.5/36 | Commit-Rhythmus — 8/52 Wochen mit Commits |
| 13.4/18 | Commit-Volumen — 30 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 19 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 30 |
| human_commit_share | 1 |
| days_since_last_push | 9 |
| active_weeks_last_year | 8 |
Release-Disziplin
92Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 42 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 9 Tagen |
| 19.8/27 | Release-Rhythmus — ein Release etwa alle 48,6 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 42 |
| latest_release_tag | v3.0.3 |
| releases_from_tags | nein |
| days_since_latest_release | 9 |
| mean_days_between_releases | 48,6 |
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?
71
Wie die Bewertung erfolgt
| 47.6/60 | Stars — 866 Stars |
| 17.4/25 | Forks — 122 Forks |
| 6.2/15 | Watcher — 14 Watcher |
Verwendete Eingangsdaten
| forks | 122 |
| stars | 866 |
| watchers | 14 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
70Gut
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (MIT) |
| 18/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 0/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | ja |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| has_pull_request_template | nein |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
49
Maintainer-Resilienz (Bus-Faktor)
22Kritisch
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 1/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 95 % der Commits |
| 9.5/13.5 | Breite der Beitragenden — 7 Beitragende |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 7 |
| top_contributor_share | 0,954 |
Wie die Bewertung erfolgt
| 39.7/46.8 | Issue-Lösungsquote — 85 % der Issues geschlossen |
| 29.1/38.3 | PR-Annahme — 19/25 entschiedene PRs gemergt |
| 4.5/15 | OpenSSF Scorecard: Code-Review — Found 5/14 approved changesets -- score normalized to 3 |
Verwendete Eingangsdaten
| merged_prs | 19 |
| open_issues | 9 |
| closed_issues | 51 |
| issue_closed_ratio | 0,85 |
| closed_unmerged_prs | 6 |
Eigentümerschaft & Trägerschaft
57Mittel
Wie die Bewertung erfolgt
| 10/30 | Organisatorische Trägerschaft — persönliches (Nutzer-)Konto |
| 0/20 | Verifizierte Domain — für Nutzerkonten nicht anwendbar |
| 12.6/25 | Reichweite des Inhabers — 56 Follower von eastriverlee |
| 23.2/25 | Kontohistorie — 33 öffentliche Repos, Kontoalter ca. 7 Jahre |
Verwendete Eingangsdaten
| followers | 56 |
| owner_type | User |
| is_verified | — |
| owner_login | eastriverlee |
| public_repos | 33 |
| account_age_days | 2.861 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
53
Engineering-Praktiken
48Gefährdet
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 1 Workflow(s) |
| 24/24 | Tests vorhanden |
| 0/16 | Linter-Konfiguration |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 9 merged PRs checked by a CI test -- score normalized to 0 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | nein |
| has_precommit_config | nein |
Dokumentation
60Mittel
Wie die Bewertung erfolgt
| 30/30 | README |
| 0/25 | Dokumentationsverzeichnis |
| 0/15 | Dokumentations-/Homepage-Site |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 9 Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | ios, llm, llm-inference, macos, swift, tvos, visionos, watchos, gguf |
| has_wiki | ja |
| homepage | — |
| has_readme | ja |
| has_docs_dir | nein |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
41
Sicherheitslage
41Gefährdet
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 0 out of 9 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 2.2/7.5 | Code-Review — Found 5/14 approved changesets -- score normalized to 3 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 7.5/7.5 | Maintained — 19 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — keine Daten |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4,1 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
AI Readiness
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
44
AI-Agentenkontext & Leitlinien
19Kritisch
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 18.7/40 | Lesbare Commit-Historie — 35 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,35 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
AI-Verify-Loop (Build / Test / Typprüfung)
43Gefährdet
Wie die Bewertung erfolgt
| 0/18 | Bootstrap mit einem Befehl |
| 22/22 | Automatisierte Tests |
| 0/11 | Lint-/Format-Konfiguration |
| 11/11 | Statische Typprüfung — Swift (statisch typisiert) |
| 0/10 | Reproduzierbare Umgebung |
| 10/10 | Belegte Agentenpraxis — 5 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | — |
| has_dockerfile | nein |
| typed_language | ja |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | nein |
| typecheck_configs | — |
| agent_commit_share | 0,05 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
AI-Code-Lesbarkeit für Modelle
94Exzellent
Wie die Bewertung erfolgt
| 45/45 | Typprüfbarer Code — Swift (statisch typisiert) |
| 49.5/55 | Handhabbare Dateigrößen — 1/10 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Swift |
| largest_source_bytes | 65.042 |
| source_files_sampled | 10 |
| oversized_source_files | 1 |
Eckdaten
866GitHub-Sterne
7Mitwirkende
30Commits, letzte 12 Monate
9Tage seit letztem Push
42Releases
1Bus-Faktor
9offene Issues
—Paket-Ökosysteme
Warnungen zur Datenerhebung
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Weitere Details
Stern- und Fork-Verlauf 0 ★ / 122 ⇿
0Sterne
122Forks
37Releases
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Major 1Minor 9Patch 27
Jeder Punkt umfasst 3 Tage.
OpenSSF Scorecard 4.1 / 10
4.1Gesamtwert
Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 9 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 3 | Code-Review | Found 5/14 approved changesets -- score normalized to 3 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 19 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| k. A. | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| k. A. | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Alle Abhängigkeiten 0
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 0 direkte und 0 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|
Abhängigkeits-Advisories nicht bewertet
Der Advisory-Abgleich konnte für diesen Bericht nicht ausgeführt werden: No resolved dependencies to assess
JSON-Rohbericht maschinenlesbar
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"body": "The template didSet, sampling parameter didSets, and reset() applied\ncore changes through fire-and-forget tasks, so a respond issued right\nafter could win the race to the core actor and generate with stale\nstop sequences, parameters, or context. Configuration mutations now\nchain through one settling task that respond awaits, preserving both\nmutual order and the configure-before-respond guarantee, with no new\npublic API.",
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"body": "Scope interruption per generation — stop() currently strands one generation and kills the next",
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"headline": "Merge pull request #84 from JerryFZhang/fix/per-generation-interruption",
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"body": "Comment essays distilled to the one constraint the code cannot show,\nepoch vocabulary replaced with the domain word generation, and the\nnow-unused stopGeneration() removed.",
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"body": "… a generation\n\nFollow-up to #82. That fix introduced a single shared interruption flag, and\n3.0.0's changes exposed two opposite races around it — both reproduced on\n3.0.1 with a real model (gemma-2-2b):\n\n • cleared too early — respond()/getCompletion() called clearInterruption()\n on entry, so \n[…]\nbounded and history is\ncleared in them deliberately: an unbounded read lets the model ramble until\naccumulated history overruns the context, which fails prepareContext for\nreasons unrelated to stop().",
"is_bot": false,
"headline": "fix: scope interruption per generation so stop() can't strand or kill…",
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"headline": "Merge pull request #82 from JerryFZhang/fix/mid-generation-cancellation",
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"author_login": "eastriverlee",
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"body": "Rework on top of the original fix: OSAllocatedUnfairLock instead of\na lock class, interruption checks in the embedded-template and\ngrammar loops, stream teardown wiring for the parsed stream, and\ninterruption cleared at request entry so a stop issued before the\nfirst token is not lost. Adds a regression test.",
"is_bot": false,
"headline": "fix: Extend interruption to all generation paths",
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"body": null,
"is_bot": false,
"headline": "Merge branch 'main' into fix/mid-generation-cancellation",
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"author_login": "eastriverlee",
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"body": "Support function calling via gguf-embedded chat templates",
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"headline": "Merge pull request #83 from eastriverlee/64-support-function-calling",
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"body": "Checks for a new upstream release, runs update.sh (checksum, url,\nvendored sources, tests), then merges the update and publishes a\npatch release. A failure opens an issue and pauses retries for that\ntag until the issue is closed.",
"is_bot": false,
"headline": "chore: Auto-update llama.cpp through a weekly workflow",
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"headline": "docs: Document chat templates and function calling",
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"body": "Render conversations with the gguf-embedded chat template by default\nand parse content, reasoning, and tool calls with llama.cpp's own\nparser, so any model family's native tool-call format works without\nper-model configuration. Tools conform to the Tool protocol with a\nnested @Generatable Arguments \n[…]\nhe model context incrementally between turns instead of\nre-feeding the whole history, and replace the hand-rolled constrained\nJSON generator with grammar sampling for structured output.\n\nResolves: #64",
"is_bot": false,
"headline": "feat: Add function calling via embedded template",
"author_name": "eastriver",
"author_login": "eastriverlee",
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"oid": "2a3f585a44cf378aa9fd45b35c5bbe122e962393",
"body": "The binary target now points at the official llama.cpp release\narchive by url and checksum instead of tracking ~780MB of framework\nblobs in the repository, which also kept oversized dSYMs out of\nGitHub's file size limit. update.sh rewrites the url and checksum\nand refreshes the vendored chat sources\n[…]\ne same release tag.\nThe SwiftPM DocC plugin is dropped as well: symbolgraph extraction\ncannot load binary framework modules, so it never worked;\ndocumentation still builds through xcodebuild docbuild.",
"is_bot": false,
"headline": "chore: Distribute llama.xcframework as a remote binary target",
"author_name": "eastriver",
"author_login": "eastriverlee",
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"body": "The chat-template machinery (Jinja engine, PEG parsers,\njson-schema-to-grammar) from llama.cpp's common module, compiled as\nthe LlamaChat target and exposed to Swift through a small C wrapper.\ncommon.cpp itself is not linkable against the binary framework, so\nthe few functions chat.cpp needs from it are stubbed verbatim.",
"is_bot": false,
"headline": "feat: Vendor llama.cpp common chat sources",
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"author_login": "eastriverlee",
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"body": "…eration\n\nThe token loop in LLMCore.generateResponseStreamWithThinking runs as one\nsynchronous actor job with no suspension points, so stopGeneration() — an\nactor-isolated call — can only ever run after the loop has already finished:\nstop() was a no-op mid-generation, and a consumer that broke out o\n[…]\n M-series: generation A broken after 5 tokens,\nthen generation B issued immediately — time to B's first token):\n before: 29,625 ms (B queued behind A's abandoned tail)\n after: 79 ms\n\nFixes #81",
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"author_name": "Jerry F. Zhang",
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"body": "Fix huggingface model download",
"is_bot": false,
"headline": "Merge pull request #79 from DnV1eX/fix/huggingface-model-download",
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"author_login": "eastriverlee",
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"body": "…odel",
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"headline": "fix: update regex pattern for download URL extraction in HuggingFaceM…",
"author_name": "Alexey Demin",
"author_login": "DnV1eX",
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"body": "- Add ThinkingMode enum to control thinking behavior:\n - .enabled: append thinking start marker, parse thinking content\n - .suppressed: append empty thinking tokens (nothink technique)\n - .none: no special handling (default)\n- Add TokenSequence type for markers as string literals or token IDs\n- I\n[…]\n- Auto-transition from thinking to response via marker injection\n- Add thinking property and updateThinking callback to LLM class\n- Update chatML, llama, mistral, gemma templates with thinking markers",
"is_bot": false,
"headline": "feat: Add thinking output separation for chain-of-thought models",
"author_name": "eastriver",
"author_login": "eastriverlee",
"committed_at": "2025-12-06T09:54:51Z",
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"headline": "add special tokens",
"author_name": "eastriver",
"author_login": "eastriverlee",
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"body": null,
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"headline": "update llama.xcframework",
"author_name": "eastriver",
"author_login": "eastriverlee",
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"author_name": "eastriver",
"author_login": "eastriverlee",
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"body": "…newer-llamacpp-version\n\nupdate llama.xcframework",
"is_bot": false,
"headline": "Merge pull request #71 from eastriverlee/69-update-llmswift-to-get-a-…",
"author_name": "eastriver",
"author_login": "eastriverlee",
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"body": null,
"is_bot": false,
"headline": "update llama.xcframework",
"author_name": "eastriver",
"author_login": "eastriverlee",
"committed_at": "2025-12-01T13:12:34Z",
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"oid": "016cdd2d428871a6950b1e3cb6a3a0063d30f087",
"body": "make generateWithConstraints public",
"is_bot": false,
"headline": "Merge pull request #67 from fidoriel/make-generateWithConstraints-public",
"author_name": "eastriver",
"author_login": "eastriverlee",
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"headline": "Allow empty structs and all optionals in Generatable",
"author_name": "Matteo Fusi",
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"headline": "make generateWithConstraints public",
"author_name": "fidoriel",
"author_login": "fidoriel",
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"headline": "fix multi-turn conversation",
"author_name": "eastriver",
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"body": "- Add swift-docc-plugin dependency to Package.swift\n- Create .spi.yml configuration for documentation targets\n- Update Package.resolved with new dependencies\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "Enable DocC documentation hosting on Swift Package Index",
"author_name": "eastriver",
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"headline": "update xcframework",
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"oid": "08b204c16cc9fa64589ec927c705440c8414d150",
"body": "56 structured output",
"is_bot": false,
"headline": "Merge pull request #58 from eastriverlee/56-structured-output",
"author_name": "eastriver",
"author_login": "eastriverlee",
"committed_at": "2025-07-13T04:42:05Z",
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},
{
"oid": "5b42cd794a4182074498c65a5e50f90e55a16f99",
"body": "- Added DocC documentation catalog with overview and topic organization\n- Documented all public APIs including LLM, LLMCore, and supporting types\n- Added usage examples and feature descriptions to main interfaces\n- Updated README to reflect library evolution beyond single file\n- Highlighted @Generatable feature for programmatic LLM control\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add comprehensive DocC documentation and update README",
"author_name": "eastriver",
"author_login": "eastriverlee",
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"headline": "better string generation, update README.md",
"author_name": "eastriver",
"author_login": "eastriverlee",
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"headline": "add repeat penalty",
"author_name": "eastriver",
"author_login": "eastriverlee",
"committed_at": "2025-07-12T18:08:48Z",
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{
"oid": "2decc2f386573e0842a8e2484bb73d32e31af785",
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"headline": "ordered keys for deterministic output, improve string generation",
"author_name": "eastriver",
"author_login": "eastriverlee",
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},
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"body": null,
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"headline": "generatable prompt is now processed",
"author_name": "eastriver",
"author_login": "eastriverlee",
"committed_at": "2025-07-12T08:45:41Z",
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},
{
"oid": "8f46f4412d9c586f7ba6084698e15f286e65cf0c",
"body": null,
"is_bot": false,
"headline": "make Generatable handle optional fields",
"author_name": "eastriver",
"author_login": "eastriverlee",
"committed_at": "2025-07-12T02:52:45Z",
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"body": null,
"is_bot": false,
"headline": "fix enum using only first value",
"author_name": "eastriver",
"author_login": "eastriverlee",
"committed_at": "2025-07-12T02:12:31Z",
"body_truncated": false,
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},
{
"oid": "c76e0b456cb47a0ff9a81b831624a199278a76da",
"body": null,
"is_bot": false,
"headline": "implement nested Generatable",
"author_name": "eastriver",
"author_login": "eastriverlee",
"committed_at": "2025-07-12T02:01:30Z",
"body_truncated": false,
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},
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"headline": "add enum, float, negative number support",
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"author_login": "eastriverlee",
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},
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"headline": "implement Generatable macro",
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"headline": "add generable protocol",
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{
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"body": "Co-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "Reset currentTokenCount to 0 at start of prepareContext",
"author_name": "eastriver",
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{
"oid": "4b2517839f24498bea0695bae8967b359b9a35c4",
"body": "- Fix sequence position conflicts by using separate sequence ID for embeddings\n- Clear sequence 1 before each embedding extraction using llama_memory_seq_rm\n- Add deterministic test to verify embeddings are independent from text generation\n- Update README with embeddings documentation and examples\n- Ensure embeddings are stateless and deterministic\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "Fix embeddings sequence conflicts and add deterministic tests",
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"body": "Add embeddings support with cosine similarity comparison",
"is_bot": false,
"headline": "Merge pull request #55 from eastriverlee/16-embeddings",
"author_name": "eastriver",
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"body": "- Add Embeddings struct with compare() and findMostSimilar() methods\n- Add getEmbeddings() method to LLM class using llama.cpp embeddings API\n- Add comprehensive tests for embeddings functionality\n- Update llama.cpp XCFramework to latest version (b5846)\n- Add CLAUDE.md to .gitignore\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add embeddings support with cosine similarity comparison",
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"oid": "7584d0736fce6ec032ab357ee63a8e7b00c64d96",
"body": "improve performance, use actor",
"is_bot": false,
"headline": "Merge pull request #45 from eastriverlee/44-improve-performance",
"author_name": "eastriver",
"author_login": "eastriverlee",
"committed_at": "2025-04-02T18:18:33Z",
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"components": [
{
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"details": [
{
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{
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{
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"detail": "7 contributors",
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"status": "partial",
"details": [
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}
],
"max_points": 13.5
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{
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]
},
{
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"points": 39.7,
"status": "partial",
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{
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{
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},
{
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"inputs": {
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"components": [
{
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{
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{
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{
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{
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"weight": 0.2,
"metrics": [
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{
"key": "tests_present",
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{
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{
"key": "openssf_scorecard_ci_tests",
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"details": [],
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]
},
{
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{
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{
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{
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{
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{
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"key": "dependency_update_tool",
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{
"key": "fuzzing",
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"status": "missed",
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},
{
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{
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{
"key": "packaging",
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"status": "excluded",
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{
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{
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{
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{
"key": "signed_releases",
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"status": "excluded",
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"code": "no_data",
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{
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"status": "missed",
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{
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
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]
},
{
"key": "high_risk_jurisdiction_exposure",
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"components": [
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],
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{
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"components": [
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"status": "missed",
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{
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"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."
}
],
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},
"warnings": [
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],
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"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/e/eastriverlee/LLM.swift.svg",
"full_name": "eastriverlee/LLM.swift",
"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 Statistiken.