Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-25 18:26 UTC

AhmiDarrow / RemedyAI

Python · TypeScriptLicencia propia★ 1 estrella⑂ 0 forksdesde jul 2026Ver en GitHub ↗

AhmiDarrow/RemedyAI tiene un índice de salud de 44 sobre 100, lo que lo sitúa en la banda En riesgo. Su puntuación más alta es Vitality (69/100) y la más baja, Security (24/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

44
global / 100
En riesgo

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.

44
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.

Titularidad

AhmiCuenta personal
0 seguidores5 repositorios públicosdesde ene 2014

Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicaciónEtiquetas
PyPIremedy-ai0.13.0210237hace 0 díasaiagentframeworkskillmemorylearningllmtools

Métricas por categoría

Vitalidad

¿Está vivo el proyecto: se escribe código y se publican versiones?

69Moderado · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
0.7/36Cadencia de commits — 1/52 semanas con commits
18/18Volumen de commits — 131 commits en el último año
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Datos de entrada utilizados
commits_last_year131
human_commit_share1
days_since_last_push0
active_weeks_last_year1
Cómo se puntúa
27/27Publica versiones — 13 versiones publicadas
36/36Recencia de las versiones — última versión hace 0 días
27/27Cadencia de publicación — una versión cada ~0,1 días
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Datos de entrada utilizados
releases_count13
latest_release_tagv0.12.3
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases0,1

Comunidad y Adopción

¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?

30En riesgo · 18% del índice global
Cómo se puntúa
0/60Estrellas — 1 estrellas
0/25Forks — 0 forks
0/15Observadores — 0 observadores
Datos de entrada utilizados
forks0
stars1
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
16.9/22.5Licencia — archivo de licencia presente, no es una licencia reconocida
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
Cómo se puntúa
44.3/80Descargas mensuales — 2102 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesremedy-ai
dependents
ecosystemspypi
total_downloads
monthly_downloads2102
Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.

Sostenibilidad y Gobernanza

¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?

32En riesgo · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
0/22.5Distribución de commits — el principal contribuyente firma el 100% de los commits
1.4/13.5Amplitud de contribuyentes — 1 contribuyentes
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Datos de entrada utilizados
bus_factor1
contributors_sampled1
top_contributor_share1
Cómo se puntúa
0/46.8Resolución de issues — sin issues o sin datos
0/38.3Aceptación de PR — sin PR decididos o sin datos
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs0
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Excluidos de la puntuación (sin datos o no aplicable): Resolución de issues, Aceptación de PR. Los pesos restantes se han renormalizado.
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
0/25Alcance del propietario — 0 seguidores de AhmiDarrow
17.7/25Trayectoria — 5 repos públicos, cuenta de ~12 años
Datos de entrada utilizados
followers0
owner_typeUser
is_verified
owner_loginAhmiDarrow
public_repos5
account_age_days4583
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 0 días
20/20Historial de versiones — 37 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesremedy-ai
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

58Moderado · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 2 flujo(s) de trabajo
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — sin datos
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_configno
has_precommit_configno
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: CI-Tests. Los pesos restantes se han renormalizado.

Documentación

55Moderado
Cómo se puntúa
30/30README
25/25Directorio de documentación
0/15Sitio de documentación / página del proyecto
0/10Descripción del repositorio
0/10Topics
0/10Wiki
Datos de entrada utilizados
topics
has_wikino
homepage
has_readme
has_docs_dir
has_descriptionno

Seguridad

¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?

24Crítico · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
0/2.5CI-Tests — sin datos
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 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
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5Licencia — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
0/5Packaging — sin datos
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 17 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate2,4
Excluidos de la puntuación (sin datos o no aplicable): ci_tests, packaging. Los pesos restantes se han renormalizado.

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.

56Moderado · 0% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 99 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,99
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
12.6/18Arranque con un solo comando — desktop/src-tauri/Cargo.toml (convención del toolchain, sin ejecutor de tareas)
22/22Pruebas automatizadas
0/11Configuración de lint / formato
11/11Verificación estática de tipos — desktop/tsconfig.json
10/10Entorno reproducible — lockfile
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfilesCargo.lock, package-lock.json, uv.lock
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configsdesktop/tsconfig.json
agent_commit_share0
toolchain_manifestsdesktop/src-tauri/Cargo.toml
dependency_bot_commit_share0
Cómo se puntúa
27/45Código verificable por tipos — Python con configuración de verificación de tipos (desktop/tsconfig.json)
54.3/55Tamaños de archivo manejables — 4/337 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes95.797
source_files_sampled337
oversized_source_files4
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
20/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signal
api_schema_files

Datos clave

1estrellas de GitHub
1contribuidores
131commits en los últimos 12 meses
0días desde el último push
13versiones publicadas
1factor bus
0issues abiertas
npm, PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
  • deps.dev does not index pypi:remedy-ai@0.13.0; advisories assessed against the repository dependency graph instead

Más detalle

OpenSSF Scorecard 2.4 / 10
2.4agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-25 18:26 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
n/dCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
n/dPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities17 existing vulnerabilities detected
Dependencias directas 19
RegistroPaqueteRestricción de versiónManifiesto
npm@codemirror/lang-markdown^6.5.1desktop/package.json
npm@codemirror/state^6.7.1desktop/package.json
npm@codemirror/view^6.43.6desktop/package.json
npm@fontsource/inter^5.3.0desktop/package.json
npm@tauri-apps/api^2.11.1desktop/package.json
npm@uiw/react-codemirror^4.25.11desktop/package.json
npmreact^19.2.7desktop/package.json
npmreact-dom^19.2.7desktop/package.json
npmreact-markdown^10.1.0desktop/package.json
npmrehype-highlight^7.0.2desktop/package.json
npmremark-gfm^4.0.1desktop/package.json
PyPIaiohttp>=3.14.2pyproject.toml
PyPIfastapi>=0.139.2pyproject.toml
PyPIpackaging>=24.0pyproject.toml
PyPIpydantic>=2.13.4pyproject.toml
PyPIpython-multipart>=0.0.9pyproject.toml
PyPIpyyaml>=6.0.3pyproject.toml
PyPIrich>=15.0.0pyproject.toml
PyPIuvicorn>=0.51.0pyproject.toml
Todas las dependencias no recopilado

No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Informe JSON sin procesar legible por máquina
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          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T16:10:20Z",
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          "headline": "feat: project-tree sessions, empty project full access (0.11.6)",
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          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T16:01:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "71722e87486296eb2690cf76193a8ab94304d961",
          "body": "Short action messages (proceed/continue/go ahead) re-enable tools so the\nagent stops narrating stubs. Plan mode auto-exits on build kicks; composer\nstays typable while streaming; Shift+Tab toggles Plan/Build.\n\nTool process Min/Med/Full/Full+: chat answers are never truncated; Full\nshows complete process args/results expanded. Polish assistant chat\ntypography and thinking strip. Docs and tests updated.",
          "is_bot": false,
          "headline": "fix: unblock proceed kicks and never hide Full model output (0.11.5)",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T15:16:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a245718fee5164d6546b0bde440a0d3278c1bfd6",
          "body": "Ship remedy-bbpe-v2 as the default clean-room BPE pack (4000 merges from\nfirst-party repo + multi-provider tool/skill battery). Keep v1 for fallback.\nAdd train/eval scripts, file_read offset/limit, OpenAPI/Helper model fixes,\ndocs/wiki/README/CHANGELOG, version sync, and lint/mypy polish for CI.",
          "is_bot": false,
          "headline": "feat: NanoToken BPE v2 (battery-trained) and 0.11.4 polish",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T07:39:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef4bd8ae63f936406ef1bb891840ca63b5bbdbd0",
          "body": "Byte-level BPE engine and remedy-bbpe-v1 pack trained on first-party\nsynthetic corpus. Provider/model assignment selects our pack only; calibrate\nfrom usage; heuristic fallback. No third-party tokenizer deps or foreign merges.",
          "is_bot": false,
          "headline": "feat: Remedy-owned NanoToken BPE (clean-room, swarm assigns packs)",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T06:40:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4445203fd3212272edccb2fc9170d900ab005882",
          "body": "Per-session llm_provider persistence + switch toast/models refresh; shared\nSkillRegistry and speculative worker queue; list_dir pagination; skill packs\nAPI and budget banner; untrusted access scope; usage CSV export; client\nNanoToken-aligned estimates; CHANGELOG 0.11.3.",
          "is_bot": false,
          "headline": "feat: complete remaining plan — session LLM, skills scale, untrusted",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T06:16:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39cff8cf5b776738a1ce3af0fa401afd0d826aba",
          "body": "Background project list_dir/git warm for Scout; partner-status failover\nhints with status-bar chip; offline token family weight packs with optional\nJSON overrides under ~/.remedy/token_tables/.",
          "is_bot": false,
          "headline": "feat: Scout warm-up, Health failover UX, NanoToken family packs",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T06:11:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49ed35fb1f09039dfb4b1fec152aad4c4d31c4cc",
          "body": "Silent continuity workers: goal stale detection, tool-intent scout hints,\nprovider health/429 tracking with dashboard widgets and agent instrumentation.",
          "is_bot": false,
          "headline": "feat: Goal, Scout, and Health nanoswarm bots",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T06:08:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b323d0ed309fd5de0d61c56e6a9de12440e2242e",
          "body": "Guard risk scores enrich approval reasons; Helper offline /helper tips and\nerror explain; archive unused learned skills (90d); message estimate cache\nand family overheads for multiprovider accounting.",
          "is_bot": false,
          "headline": "feat: Guard + Helper nanoswarm, bulk archive, NanoToken cache",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T06:03:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "119384e5b25b61ae4d411fbada0ee9ce2ec9c516",
          "body": "Snappier streaming (RAF tokens + plain-text while streaming), per-tab LLM\noverride without rewriting global default, per-model enable in provider\ncatalog, Pack nanobot context hints, and Skills panel archive/filters for\n100+ libraries.",
          "is_bot": false,
          "headline": "feat: stream RAF batching, session LLM tabs, pack bot, skill archive",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T06:00:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a17a4ef04c87e398707199998b7c3c805e4a207",
          "body": "Session-scoped pattern bots, durable usage ledger, mid-session provider/model\nswitch with remeasure, connected provider picker, Usage & Continuity dashboard,\nskill active budget/archive status, and security hardening for webhooks and\nvision zip extract.",
          "is_bot": false,
          "headline": "feat: multiprovider NanoToken, session LLM switch, usage dashboard",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T05:57:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b1ab22ac117bd41e631944b816239b400108542",
          "body": "Restore GET {base}/models for OpenAI-compatible clouds (DeepSeek/xAI and\nothers); migrate retired deepseek-chat/grok-3* ids; rewire ContextSnapshot\nto shared swarm bots; pattern→remedies, skill rank warm, learn pre-gate;\noperator docs 17-nanoswarm (not session branding).",
          "is_bot": false,
          "headline": "fix: live provider models + smarter nano swarm continuity",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T05:07:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f9111275906dbcfdc9e4858e086e7ef7c7a640bc",
          "body": "- Scrub legacy HKCU Run via winreg (no PowerShell Bypass on launch/poll)\n- NSIS DeleteRegValue for Run scrub on install/uninstall\n- Sidecar PyInstaller version-file + icon; bundle publisher metadata\n- Docs: Defender threat inventory; troubleshooting/install/README\n- Tests for PE version resource; ship as 0.11.1 for PyPI",
          "is_bot": false,
          "headline": "release(0.11.1): Windows Defender posture + PE identity",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T04:44:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c219dcf20ad2046af52c3374517beaf647e93f85",
          "body": "Desktop Release failed tsc: SettingsPanel used formatDownloadGb without\nimporting it from api/vision (SetupWizard already imported it).",
          "is_bot": false,
          "headline": "fix: import formatDownloadGb in SettingsPanel for desktop build",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T04:05:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b62aded02df0e565f9114c4b0436a8ba3dd47c7",
          "body": null,
          "is_bot": false,
          "headline": "fix: ruff SIM105 in vision install for CI",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T04:02:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "349c6b157c1b3b550e5e97d1d9a900855d45e432",
          "body": "…lity\n\nShip Remedy as a silent local continuity system: ContextSnapshot, intent\npolicy packs, quality remedies, structural tool prune, speculative prep,\nand project learning. First-run download for pinned Qwen vision (not\ninstaller-bundled); auto-start with app; Full+ for advanced diagnostics\nonly. Docs/wiki philosophy, clean-home smoke, packaging guards; 707 tests.",
          "is_bot": false,
          "headline": "release(0.11.0): continuity layer, local vision download, session qua…",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T04:02:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f60059cb39111e3738888f48c6c6f869b58676b9",
          "body": "…n wipe\n\nDecouple start-in-tray from launch-at-login; simplify setup free providers;\nmove usage ticker to session sidebar; uninstall stops llama-server and removes\nvisual decoder tree. Tests: 671 green. PyPI remedy-ai 0.10.45.",
          "is_bot": false,
          "headline": "release(0.10.45): setup free UX, tray start fix, usage sidebar, visio…",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T01:38:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8db97d2004af6d20fe0b5d3d7b5d3a059bb74864",
          "body": "Decouple start-in-tray from launch-at-login so Windows startup does not\nforce a minimized tray-only window. Prefer desktop.json for tray prefs and\nshow/focus the window when start_in_tray is off.\n\nMove usage/cost ticker into the session sidebar footer. Simplify setup free\nprovider path (Demo + Ollama cards, free-key dropdown). Ensure uninstall\nstops llama-server and removes ~/.remedy/vision on config/full wipe.",
          "is_bot": false,
          "headline": "fix: setup free UX, usage sidebar, tray start, vision uninstall wipe",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T01:34:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "578c05128898b18deac7909003d7e8232a947a21",
          "body": "Add force-promote/quarantine skill overrides, CodeMirror SKILL.md editor,\nexport/import skill packs, interactive Time Travel timeline (chat + file undo),\nand a hideable live token/cost ticker. Fix vision/status event-loop freezes,\ncache secrets/config, and write durable logs under ~/.remedy/logs.\n\nPyPI: remedy-ai 0.10.44. Tests: full suite green (670).",
          "is_bot": false,
          "headline": "release(0.10.44): skills HITL, time travel, token cost ticker, perf",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-25T00:27:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "679fc1d2cba56158f60fe09fef7ff38b78befb9b",
          "body": "Bump after CI type-check failures. Includes vision shutdown-on-exit, github\nskill, MCP host, plan/checkpoints. Full suite green (mypy, ruff, 647 tests).\nPublished to PyPI as remedy-ai 0.10.43.",
          "is_bot": false,
          "headline": "chore(release): 0.10.43 rebuild — mypy CI fix + package republish",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T23:23:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "810b979aae002887653287551181085f934753a6",
          "body": "Fix type issues introduced by agent tool extracts and plan/MCP paths so\nuv run mypy matches GitHub Actions.",
          "is_bot": false,
          "headline": "fix: resolve mypy errors breaking CI",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T23:22:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6bfb9e28223a0de999b410e49ee6590a16bb6445",
          "body": "Include llama-server cleanup in the 0.10.42 release: API lifespan/atexit\nstop_server, kill PID from vision.json (process tree), desktop quit posts\n/api/vision/stop and taskkills orphan llama-server. Docs and tests updated.\nPublished to PyPI as remedy-ai 0.10.42.",
          "is_bot": false,
          "headline": "fix(0.10.42): stop vision decoder on Remedy shutdown",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T23:15:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cea979097963f329cbbc64d3880e08da12190469",
          "body": "Ship a bundled github skill (gh/PR/CI workflows), package remedy-mcp as a\nstdio MCP host, and complete the personal-partner plan/checkpoint/learning\nroadmap. Plan mode now enforces tool allowlists; mid-task checkpoints and\nskill re-use metrics surface in the desktop UI. Agent tool registration is\nsplit into focused modules. Full suite green (642 tests); ruff clean.",
          "is_bot": false,
          "headline": "feat: 0.10.42 — github skill, MCP host, plan mode, checkpoints",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T23:01:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c43b7ddceab4c127b221962a4e49032bae1b8848",
          "body": "Simplify Setup wizard and free-provider chips; collapsible Settings sections;\nrename Web→WebUI and harden SPA packaging/bootstrap; bottom status dock for\nserver + visual decoder download progress. Demo/LLM7 zero-setup free path.",
          "is_bot": false,
          "headline": "feat(desktop): 0.10.41 — setup UX, free try, WebUI fix, status dock",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T21:52:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ca5950e9468ad5afaa5fd18239ff79e64cc74a2",
          "body": "Add opt-in llama.cpp + Qwen2.5-VL 3B image→text bridge so text-only chat\nmodels can use screenshots/OCR. Includes install cancel/resume, force_decode\ntoken-saving mode, CUDA runtime switch, wipe integration, desktop UX,\nAPI routes, agent tool, help/manual, and full test coverage.",
          "is_bot": false,
          "headline": "feat(vision): 0.10.40 — local visual decoder for text-only models",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T20:55:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b40671f1a01889dc9c26adf48581f2c2744c7c9",
          "body": "Expand bundled comfyui skill to install portable ComfyUI, fetch Flux.2 Klein\nmodels, start, workflow, and generate into chat. status/locate guide empty\nmachines; seeded skills refresh on bundled version bump; docs and tests.",
          "is_bot": false,
          "headline": "feat(comfyui): 0.10.39 — from-scratch bootstrap skill + seed upgrades",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T19:21:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96d81b75d881a5258c36e12566489885b020ec32",
          "body": "Allow OPTIONS through API auth so Tauri webview CORS preflight succeeds\nfor /auth/xai/login (0.10.37 looked like a dead server). Expand Tauri\nCORS origins; wait for local API before device login; tests + docs.",
          "is_bot": false,
          "headline": "fix(desktop): 0.10.38 — xAI OAuth CORS preflight on fresh install",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T19:06:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ba3f42ca515d19ddc0b030577b4f826a9f4e07d",
          "body": "Add scripts/check_docs.py (help, versions, catalog, slash cmds, hotkeys,\ntest-count claims) with CI + pytest smoke. Put the security model near the\ntop of the README. Align uv.lock package version with 0.10.37.",
          "is_bot": false,
          "headline": "docs: surface local-first security and add docs-sync CI gate",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T18:52:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ab02b99584e57e78f0e7d808a6ec3fd9dce3014",
          "body": "Replace outdated 375-test note (~561 pytest + vitest), document Web UI,\nsecurity defaults, help wiki layout, and master-branch release flow.",
          "is_bot": false,
          "headline": "docs(readme): fix test count and bring README in line with 0.10.37",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T18:44:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cefa4af61dbd5688790fb8524d5b6b3866c12419",
          "body": "Update README features, owner manual (security/web UI/what is new), DESKTOP.md,\nand synced in-app help articles for the v0.10.37 ship.",
          "is_bot": false,
          "headline": "docs: release 0.10.37 notes — wiki, Web UI, security, tools",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T18:40:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a68fdf351be4ab1c45392151ee0316734d7936e",
          "body": "README: OAuth under Providers (not a special xAI feature). CORS star blocked\nwith auth; secure bind defaults; quarantine blocks skill body load; scrub skill\nenv; telegram allowlist; Tauri-first token; update requires signed latest.json\nasset URL. Auto shell and full access remain owner choices.",
          "is_bot": false,
          "headline": "security: harden against outsiders without reducing owner power",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T18:28:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f33bd29be991a2812a2ea65bb1964c44283c1c9",
          "body": "Show confirm dialog on Quit / full close with option to never warn again.\nHide-to-tray and Switch to Web UI keep the server running without a prompt.",
          "is_bot": false,
          "headline": "feat(desktop): warn before quit that local server and Web UI will stop",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T18:20:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc57f3a9789e2b805f2d166c8a2162c9a86e5882",
          "body": "Root cause of blank 7400/ was often the server not running. Serve SPA with\nGET/HEAD, surface Web UI path on serve start, require desktop/dist build.",
          "is_bot": false,
          "headline": "fix(api): keep Web UI reachable — HEAD support + startup banner",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T18:15:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5f7b0aafd4aeb3abe07c0a2a7790a00b3d1df08",
          "body": "Serve the built SPA from the local API (http://127.0.0.1:7400/). Logo menu,\nstatus bar Web, and Settings open the browser and hide the desktop shell to tray.",
          "is_bot": false,
          "headline": "feat(desktop): Switch to Web UI — hide to tray and open browser chat",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T18:12:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9717ab81e86a45699d6863fc9e07218a54399e82",
          "body": "…_write\n\n- Composer textarea grows with wrap up to 280px then scrolls\n- ToolRegistry.execute uses tool_name= so skill_activate(name=) no longer TypeErrors\n- Prefer file_write over bash for text files; allow Desktop/Documents/Downloads under project scope",
          "is_bot": false,
          "headline": "fix: composer auto-grow + tool_registry name collision + Desktop file…",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T18:09:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0083366b246fd0802a122284d6e787d2e954af0",
          "body": "Tool dumps were plain JSON so unified-diff highlighting never fired. Synthesize\na line diff for file_write (new file = green; rewrite = red/green) and force\ninline colors so theme CSS cannot wash them out.",
          "is_bot": false,
          "headline": "fix(desktop): color file_write tool process as red/green diffs",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T17:59:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e26cadff20283e1302fa231bf0414e4e3e9c634",
          "body": "Color removelines red and additions green in code blocks and tool process\nwhen content is a unified diff (or language-diff fence).",
          "is_bot": false,
          "headline": "feat(desktop): Grok-style red/green unified diff highlighting in chat",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T17:44:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e3fc809fdb4d11b293b93971ed456e834edfe92",
          "body": "Align all version surfaces, sync help manuals, safe TOML writers, Tauri\nbridge helpers, xAI OAuth persist, hotkeys SSOT, and regression tests.",
          "is_bot": false,
          "headline": "fix(desktop): pre-push polish for 0.10.37 — audit backlog + second sweep",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T17:42:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d99bf8bb1a8be99513d444e2179a1a9245f088c",
          "body": "Ship a full technical owner manual (docs/manual) and in-app Help wiki (F1),\nwith Settings Report an issue linking to GitHub Issues prefilled with version.",
          "is_bot": false,
          "headline": "feat(desktop): offline Help wiki + owner manual + report issue (0.10.37)",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T17:15:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c139fe275f0e456966de29abde0a3fe64197ed91",
          "body": "….10.36)\n\nRoot cause: config writer emitted root keys after TOML [table] sections, so\nkeys were absorbed into the last table and could duplicate. load_config then\nreturned {} and setup finish / OAuth looked like the server was down.\n\n- Write all root scalars before tables; corrupt configs force the wizard\n- Re-bootstrap local API token before setup save and xAI sign-in\n- Surface real API errors; auto-open setup when settings fail to load",
          "is_bot": false,
          "headline": "fix(desktop): first-run setup save, xAI OAuth, corrupt config.toml (0…",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T16:59:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "95e38f0a5ab73ee2da5ad36c71b9dc7c26070965",
          "body": "Sidecar always --skip-setup so CLI wizard cannot block the API. Default config with setup_completed=false; Setup Wizard runs once server is healthy. Auth/settings-first startup; token retry; longer health wait. Uninstall dialog uses system fonts and ASCII labels.",
          "is_bot": false,
          "headline": "fix(desktop): first-run setup after wipe + clean uninstall UI (0.10.35)",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T16:37:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb1c66a02a66f567490491abe142cbc85b576438",
          "body": "Fix ruff CI lint (config + real F811/E402 fixes). Upload TAURI_SIGNING_* repo secrets. Local signed NSIS + .sig verified. Tag triggers Desktop Release + CI.",
          "is_bot": false,
          "headline": "release: Remedy 0.10.34 — CI green, signed Desktop Release",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T16:16:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "476b58d6644cd06e75b70260632d5c11379c49b5",
          "body": "Phase A: default local API auth, Zip Slip + quarantine skill_run, no Everyone ACL, DPAPI xAI, tighter updater URLs, ask-mode approvals for bash/write/skill_run, scrubbed tool env, webhook auth.\n\nPhase B: api auth, zip, skill tools, skills API, session stream, updater, secret ACL tests; desktop vitest.\n\nPhase C: tiered context caps, strong auto-compress, skill body cap, ranking fix, metrics, MessageFeed windowing.",
          "is_bot": false,
          "headline": "release: Remedy 0.10.33 — security A, tests B, performance C",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T16:09:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "151a794466a66643368ea67bb7f52778a5109bf7",
          "body": "…0.10.32)\n\nPOSTINSTALL only starts Remedy for silent/passive/update installs. Interactive installs wait for the finish page Run checkbox and desktop shortcut choice. Auto-update passes /UPDATE.",
          "is_bot": false,
          "headline": "fix(desktop): do not auto-launch on interactive install finish page (…",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T15:40:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b7098fed534456bef71faafba192c3e5aa16984",
          "body": "…0.31)\n\nOnly Abort on intentional Cancel (exit 1). WinForms/script errors soft-fail, keep user data, and still remove the app. Safer full-wipe; pure-ASCII options script; default choices file always written.",
          "is_bot": false,
          "headline": "fix(desktop): uninstall must not abort when options dialog fails (0.1…",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T15:36:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d4ee91bf4a10826ae294454305b6d158a013344",
          "body": "…sed loop)\n\nMake skills Remedy's durable differentiator: earn procedures from real work, protect hard-won multi-attempt solutions, and load them with agentskills-style progressive disclosure.\n\n- Lifecycle gates + effort weight (no lucky one-off ACTIVE; hard-won resists prune)\n\n- Ranked catalog, skil\n[…]\nle skill_stats.json, merge same-name skills\n\n- Pack export/import with quarantine; richer /api/skills + Skills panel v2\n\n- Docs: SKILL_LIFECYCLE.md, README/USAGE/DESKTOP; 529 tests; autoupdate harness",
          "is_bot": false,
          "headline": "release: Remedy 0.10.30 — skills system (progressive disclosure + clo…",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T15:20:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cb56bb9e671dde70df048f6ddbfc696d6d2f0ae2",
          "body": "Simulates schedule → parent exit → install replace → mtime detect → relaunch.\nVerified PASS locally for the 0.10.29 update control flow.",
          "is_bot": false,
          "headline": "test: add fake auto-update pipeline harness (parent-exit survival)",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T14:03:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68a1fddf971c995afafbb1ff365445fd94e5ff19",
          "body": "….10.29)\n\nThe update script was dying with the app process (job object), so NSIS never\nran and the old EXE stayed. Break away, install in place, verify mtime, relaunch.",
          "is_bot": false,
          "headline": "fix(desktop): auto-update install survives app exit and relaunches (0…",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T13:58:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4096519ad6396d8feabfbd0e2efc2f2b01550a7e",
          "body": "Raise SSE idle timeout, promote reasoning when content is empty, DeepSeek-legal\nmax_tokens with length auto-continue, and retry empty final answers instead of\nabandoning mid-review.",
          "is_bot": false,
          "headline": "release: Remedy 0.10.28 — finish long DeepSeek turns without soft cutoff",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T13:08:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5054c258fdc63cd02af0d7b3751e4af989973392",
          "body": "….10.27)\n\nTray \"Check for updates\" only focused the chat; Settings could report up-to-date\nwhen comparing the Python sidecar instead of the EXE. Merge Tauri+API sources,\npass shell version to /api/updates/check, and surface clear This app vs Latest.",
          "is_bot": false,
          "headline": "fix(desktop): update check uses shell version; tray opens Settings (0…",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T12:59:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e6cf30f7ce2a26ddbec9e7ce95f6bb6136190d43",
          "body": "Export/import chat sessions as plain-text .txt, raise provider completion\nbudget to 128k without thinking-level throttling, and stop soft-trimming\nanswers, thinking, and tool results so long agent runs can finish fully.",
          "is_bot": false,
          "headline": "release: Remedy 0.10.26 — session txt I/O and no-cutoff agent headroom",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T12:44:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd319955c22ced52318b5a471d21a4b754c5abab",
          "body": "Remove unused SettingsSection import and rowJustify that failed npm run build in Desktop Release.",
          "is_bot": false,
          "headline": "fix(desktop): clear tsc unused vars so Tauri CI build succeeds",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T05:54:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9aa2af6f34221fec4ffad63f07698910067bfa7e",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch desktop-primary: land 0.10.25 partner desktop on master",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T05:39:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd6c410b2cc67f89af0f2b59abbb40188fac3bb1",
          "body": "Ship polished chat (stick-to-bottom, icon actions, shrink-wrap bubbles), tool process Off/Medium/Full with raw dumps, user name, sessions auto-title, logo menu/tray Settings, themes, ComfyUI/local discover, and per-provider secrets. Docs and PyPI package aligned at 0.10.25.",
          "is_bot": false,
          "headline": "release: Remedy 0.10.25 partner desktop UX and tool process modes",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T05:38:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ce8caebbd155a792ebb176a04bc4748a5538821",
          "body": "auth.x.ai only, no redirect-follow to sign-in, clean PyInstaller path\npinning, kill dual sidecars on :7400, oauth-meta diagnostics.",
          "is_bot": false,
          "headline": "fix(auth): 0.10.24 hard OAuth fix for installed desktop",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T01:56:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26804861d4193a35691df26a65a2bbf6c042ee61",
          "body": "Rebuild frozen sidecar so Sign in with xAI works in the installed app\n(not only from source). Includes Persistence.A!ml Startup-folder autostart.",
          "is_bot": false,
          "headline": "fix(release): 0.10.23 desktop package with auth.x.ai OAuth",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T01:49:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0fb198b3832387ba4ef0b779989d2260ba6053c5",
          "body": "Use Startup folder shortcut for optional Start with Windows instead of\nregistry Run keys. Scrub legacy Run entries on launch/toggle/uninstall.\nSigned 0.10.22 installer includes xAI auth.x.ai OAuth fix in sidecar.",
          "is_bot": false,
          "headline": "fix(desktop): stop HKCU Run autostart (Defender Persistence.A!ml)",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T01:36:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "083a295043122f73263708e5a8239b91fe504112",
          "body": "accounts.x.ai/oauth2/device/code now 307s to the web sign-in page; device\ncode and token exchange must hit auth.x.ai. Verification URIs remain on\naccounts.x.ai as returned by xAI.",
          "is_bot": false,
          "headline": "fix(auth): use auth.x.ai for xAI device OAuth (fix 307 sign-in redirect)",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T01:35:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cda63f9fdba43cc9d0206ccbfca19c3be2557b07",
          "body": "Ship the personal-partner expansion: Memory Harness (prune/brief/compact),\naccess scope, launch-at-login, themed chat bubbles, prompt history, goal\ntools, high-impact command approvals, knowledge pack import, and companion\nskills. Circuit-R branding for taskbar/tray. Docs and changelog updated.\nTests: 482 passed.",
          "is_bot": false,
          "headline": "feat: partner vision 0.10.21 — harness, approvals, goals, always-ready",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-24T01:05:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ceb25511b3cf7e38eb3192269454dc6d28e37ebf",
          "body": "- Clarify Remedy is a software coding agent, not medical/clinical\n- System prompt disclaims medical advice; README/docs/setup copy updated\n- Replace caduceus branding prompts and splash/icon assets with tech marks",
          "is_bot": false,
          "headline": "fix(brand): non-medical positioning and tech logo assets (v0.10.17)",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T22:24:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "954248eec6d666fb43d60663f4c36aad1539afb5",
          "body": "- Splash: stable onReady refs so Ready handoff is not cancelled mid-fade\n- Splash/boot: force dark background regardless of system light theme\n- Update: PowerShell delayed silent NSIS + kill locks + relaunch fallback\n- CI: space-free installer asset names for latest.json URL match",
          "is_bot": false,
          "headline": "fix: splash hang/white bg + auto-update install reliability (v0.10.16)",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T22:08:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b304ef52fd194bded4e30071b1c547e603a2a1f",
          "body": "- Sign in with xAI (device-code OAuth) and console API key path\n- CLI: remedy auth login|logout|status|apikey xai\n- Catalog: Groq, Mistral; Custom under Advanced; hide base URL for known brands\n- GET /api/providers + Ollama detect; env XAI_API_KEY preselects xAI\n- Desktop Settings/SetupWizard wired to catalog; Tauri shell open for verify URL\n- 401 refresh once for xAI tokens; docs/README/CHANGELOG updated",
          "is_bot": false,
          "headline": "feat: xAI OAuth + dual auth, provider self-setup (v0.10.15)",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T21:51:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee9078a56d8b165f90bd1ebdeb4aab00ac61e0f3",
          "body": null,
          "is_bot": false,
          "headline": "feat(desktop): splash 3s, system theme, discoverable hotkeys (v0.10.14)",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T20:40:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "18925bbd5fa1d222c4b490709cfb847364042e94",
          "body": null,
          "is_bot": false,
          "headline": "fix: complete remaining review backlog items (v0.10.13)",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T20:11:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d3b08907c398c7f2ba23210670f3cb0e6339f5d8",
          "body": "…w fixes (v0.10.12)",
          "is_bot": false,
          "headline": "fix(agent): DeepSeek reasoning_content + resilient API errors + revie…",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T20:07:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4bb3cf0d58afae9c79effada9e6e3db73c4963ec",
          "body": "…0.11)",
          "is_bot": false,
          "headline": "fix(desktop): kill remedy-desktop.exe process tree on app close (v0.1…",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T19:42:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6774dffa8bf4a482ecad2429958b5d4f207ba489",
          "body": null,
          "is_bot": false,
          "headline": "fix(agent): stream OpenAI-compatible SSE for DeepSeek (v0.10.10)",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T19:34:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ec9be1ca715d7b062a838530e17eef05b52f9b72",
          "body": null,
          "is_bot": false,
          "headline": "fix(desktop): auto-update file lock on remedy-desktop.exe (v0.10.9)",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T19:20:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f73632e605445bf9e964dac45975ba4b12a87cfd",
          "body": null,
          "is_bot": false,
          "headline": "fix(desktop): unblock CI build (TS unused prev) - v0.10.8",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T19:05:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79796cdd8b175140643722b21ba14c69e2061205",
          "body": "NSIS /S instead of ignored /PASSIVE; POSTINSTALL relaunches Remedy Desktop;\nUpdateScreen auto-starts download; PE validation; detached installer; no\nupdate-available without installer URL.",
          "is_bot": false,
          "headline": "fix(desktop): one-click silent update install and relaunch (v0.10.7)",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T18:58:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef177ea2c06e10190befc191efd10217d3acfca4",
          "body": "…ettings)\n\nGET /api/settings referenced undefined `version` instead of `_remedy_version`,\nso settings never loaded and the UI fell back to the hard-coded 0.9.0 placeholder.\nAlso fixed /api/updates/check and urllib.urlopen usage. Release v0.10.6.",
          "is_bot": false,
          "headline": "fix(settings): About Version was stuck at v0.9.0 (NameError on /api/s…",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T18:49:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af074695a076baff0d2e5699dfc9d2b66bbae9ad",
          "body": "Settings looked like a no-op when the check failed: errors were swallowed and\nthe panel only rendered status when updateInfo was set. Fetch all GitHub\nmetadata sources with timeouts off the UI thread, surface errors, and fall\nback to /api/updates/check.",
          "is_bot": false,
          "headline": "fix(desktop): make Check for Updates always show a result (v0.10.5)",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T18:44:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44f7d87aa2f7805b34351021c6e5c4177d1c0ab9",
          "body": "Prevent OpenAI-compatible HTTP 400 when many parallel tools run (e.g. review\nproject): always emit one tool result per call id, normalize missing ids, and\nsanitize message history before each LLM request. Bump to 0.10.4 with docs and\ntests; published to PyPI as remedy-ai 0.10.4.",
          "is_bot": false,
          "headline": "fix(agent): complete tool_calls pairing for multi-tool turns (v0.10.4)",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T18:34:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d446d788a002fb156a448bbd2f8d37d0665db105",
          "body": "…nudge\n\nMake tool use more resilient when the first attempt fails:\n\n- System prompt: recovery contract (follow Suggestion lines, list_dir\n  before inventing paths, try once more before giving up)\n- format_tool_error / tool_error_payload: optional suggestion field\n- Workspace tools return Error [CODE\n[…]\np injects a single RECOVERY_NUDGE user message after a failing\n  tool batch so the model retries with corrected tools before answering\n\nTests cover helpers, error formatting, and loop nudge injection.",
          "is_bot": false,
          "headline": "feat(agent): recovery contract, suggestive tool errors, one recovery …",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T18:02:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fc8f95511b4b5a34e2a3cc97d9eda6e0d25e3344",
          "body": "- Raise answer max_tokens to 32k (8k for tool rounds)\n- Remove 180s total stream wall; sock_read 300s between chunks\n- Auto-continue up to 4 times when finish_reason is length/max_tokens\n- Track finish_reason on StreamRoundState for seamless continuation",
          "is_bot": false,
          "headline": "fix: keep long LLM streams from cutting off mid-answer",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T17:55:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7a88fc0af8d736393b3c8cfb555c9b1f8615df6",
          "body": "- Disable OS window decorations; add TitleBar with min/max/close\n- Title bar uses CSS theme tokens (bg-secondary, border, text)\n- Sync native window theme (dark/light) when app theme changes\n- Title bar on splash, setup, error, and main shell",
          "is_bot": false,
          "headline": "feat: themed custom title bar matching app theme",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T17:52:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "17b104f7103ca0fccf5fe8a78323c44d3b7ce8bf",
          "body": "- Pass message content from bubble into edit flow immediately\n- Keep editDraft with a key until send/session change (survives remount)\n- Fall back to local text if API omits content or fails\n- API returns content/text of the original user message before soft-delete",
          "is_bot": false,
          "headline": "fix: restore full original prompt in composer on Edit",
          "author_name": "Ahmi",
          "author_login": "AhmiDarrow",
          "committed_at": "2026-07-23T17:48:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c2a576cf8e2ecacb777afaba87444921274f062d",
          "body": "- Instrument session_message, session_stream, chat_stream with counters/histograms\n- status labels on stream (ok/error/cancelled/no_key)\n- Fix skills registry count typing in api_support\n- mypy includes models + api_models/support/attachments (22 files)\n- 410 tests green",
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          "headline": "feat: stream-path chat latency metrics; expand mypy surface",
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      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "moderate",
        "name": "Vitality",
        "value": 69,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
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            "name": "Development activity",
            "note": null,
            "notes": [],
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                "key": "push_recency",
                "name": "Push recency",
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                      "days": 0
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                "max_points": 36
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              {
                "key": "commit_cadence",
                "name": "Commit cadence",
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              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "131 commits in the last year",
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                "max_points": 18
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                "key": "openssf_scorecard_maintained",
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                "max_points": 10
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            ]
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          {
            "key": "release_discipline",
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            "note": null,
            "notes": [],
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            "inputs": {
              "releases_count": 13,
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              "mean_days_between_releases": 0.1
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            "components": [
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                "key": "ships_releases",
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                "details": [
                  {
                    "code": "releases_published",
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                      "count": 13
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              {
                "key": "release_recency",
                "name": "Release recency",
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                "details": [
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                    "code": "release_recency",
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                      "days": 0
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                ],
                "max_points": 36
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              {
                "key": "release_cadence",
                "name": "Release cadence",
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                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 0.1
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                ],
                "max_points": 27
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              {
                "key": "openssf_scorecard_signed_releases",
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                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
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                "max_points": 10
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            ]
          },
          {
            "key": "abandonment",
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            "notes": [],
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            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
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            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
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                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
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                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 30,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
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            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 0,
              "stars": 1,
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              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "1 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
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                      "count": 1
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "at_risk",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 44,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file present, not a recognized license",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "license_custom",
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
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            ]
          },
          {
            "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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 55,
            "inputs": {
              "packages": [
                "remedy-ai"
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 2102
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "2,102 downloads/month across pypi",
                "points": 44.3,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 2102,
                      "ecosystems": "pypi"
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                  }
                ],
                "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": {}
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "at_risk",
        "name": "Sustainability & Governance",
        "value": 32,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
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            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                "status": "partial",
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                  {
                    "code": "bus_factor",
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                ],
                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
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                    "code": "top_contributor_share",
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                ],
                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
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                "status": "partial",
                "details": [
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                    "code": "contributors_sampled",
                    "params": {
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                ],
                "max_points": 13.5
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              {
                "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
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            ]
          },
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution",
                    "pr_acceptance"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 1,
            "inputs": {
              "merged_prs": 0,
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              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
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            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "no decided pull requests or no data",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_decided_prs_or_data",
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                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "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"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 35,
            "inputs": {
              "followers": 0,
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              "account_age_days": 4583
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            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
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                "status": "partial",
                "details": [
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                    "code": "owner_personal",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_applicable_to_user_accounts",
                    "params": {}
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                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "0 followers of AhmiDarrow",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "owner_followers",
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                      "login": "AhmiDarrow"
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                  }
                ],
                "max_points": 25
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              {
                "key": "track_record",
                "name": "Track record",
                "detail": "5 public repos, account ~12 yr old",
                "points": 17.7,
                "status": "partial",
                "details": [
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                    "code": "public_repos",
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
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                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "name": "Package maintenance",
            "note": null,
            "notes": [],
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            "inputs": {
              "packages": [
                "remedy-ai"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
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            "components": [
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                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
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                    "code": "packages_published",
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                ],
                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
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                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "37 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 37
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
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        "name": "Engineering Quality",
        "value": 58,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
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              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
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                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "pre_commit_hooks",
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                "points": 0,
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                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
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                "points": 0,
                "status": "missed",
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                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
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                "status": "missed",
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                "max_points": 10
              },
              {
                "key": "wiki",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 24,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 2.4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
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                "details": [],
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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 0/30 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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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": 2.2,
                "status": "partial",
                "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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "17 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 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": 56,
        "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": 0.99,
              "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": "99 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 99,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 56,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "package-lock.json",
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "desktop/tsconfig.json"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "desktop/src-tauri/Cargo.toml"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "desktop/src-tauri/Cargo.toml (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "desktop/src-tauri/Cargo.toml"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "desktop/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "desktop/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "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": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 95797,
              "source_files_sampled": 337,
              "oversized_source_files": 4
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (desktop/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "desktop/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "4/337 source files over 60KB",
                "points": 54.3,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 337,
                      "oversized": 4
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index pypi:remedy-ai@0.13.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T18:26:19.938146Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/AhmiDarrow/RemedyAI.svg",
  "full_name": "AhmiDarrow/RemedyAI",
  "license_state": "custom",
  "license_spdx": null
}

Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.27.0 — metodología completa · wiki de métricas.

Cómo se sitúa un resultado dentro del registro general: estadísticas agregadasPyPI.