Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-29 02:12 UTC

MervinPraison / PraisonAIUI

PraisonAIUI gives you a full-featured AI dashboard with multi-agent chat, memory, skills, sessions, and 19 admin pages — all from a single app.py. It also supports YAML-driven chat bots and static documentation sites.

Python · JavaScript · TypeScriptSin licencia detectada★ 10 estrellas⑂ 7 forksdesde ene 2026Ver en GitHub ↗

MervinPraison/PraisonAIUI tiene un índice de salud de 62 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (86/100) y la más baja, Security (30/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

62
global / 100
Moderado

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.

62
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

Mervin PraisonCuenta personal
1142 seguidores348 repositorios públicosdesde oct 2010

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
PyPIaiui0.3.13738.291139hace 0 díasaiuiclidocsgeneratorwebsiteyaml

Métricas por categoría

Vitalidad

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

86Excelente · 22% del índice global

Actividad de desarrollo

76Bueno
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
12.5/36Cadencia de commits — 18/52 semanas con commits
18/18Volumen de commits — 409 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year409
human_commit_share0,48
days_since_last_push0
active_weeks_last_year18

Disciplina de publicación

100Excelente
Cómo se puntúa
27/27Publica versiones — 10 versiones publicadas
36/36Recencia de las versiones — última versión hace 0 días
27/27Cadencia de publicación — una versión cada ~2,2 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count10
latest_release_tagv0.3.137
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases2,2
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

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

37En riesgo · 18% del índice global

Popularidad y adopción

22Crítico
Cómo se puntúa
15.5/60Estrellas — 10 estrellas
6.5/25Forks — 7 forks
0/15Observadores — 0 observadores
Datos de entrada utilizados
forks7
stars10
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Salud de la comunidad

25Crítico
Cómo se puntúa
22.5/22.5README
0/22.5Licencia — no se detectó ningún archivo de licencia
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readmesí
has_licenseno
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Adopción en el ecosistema (descargas)

76Bueno
Cómo se puntúa
61.1/80Descargas mensuales — 38.291 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesaiui
dependents—
ecosystemspypi
total_downloads—
monthly_downloads38.291
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?

61Moderado · 24% del índice global

Resiliencia de mantenedores (factor bus)

10Crítico
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

Capacidad de respuesta a issues y PR

81Bueno
Cómo se puntúa
43.2/46.8Resolución de issues — 92% de issues cerradas
37.9/38.3Aceptación de PR — 110/111 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/18 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs110
open_issues10
closed_issues123
issue_closed_ratio0,925
closed_unmerged_prs1

Propiedad y custodia

71Bueno
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
22/25Alcance del propietario — 1142 seguidores de MervinPraison
25/25Trayectoria — 348 repos públicos, cuenta de ~15 años
Datos de entrada utilizados
followers1142
owner_typeUser
is_verified—
owner_loginMervinPraison
public_repos348
account_age_days5754
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.

Mantenimiento de paquetes

100Excelente
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 — 139 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesaiui
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

86Excelente · 20% del índice global

Prácticas de ingeniería

84Bueno
Cómo se puntúa
24/24Flujos de trabajo de CI — 11 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — eslint.config.js
0/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_cisí
has_testssí
has_editorconfigno
has_linter_configsí
has_precommit_configno

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — http://ui.praison.ai/
10/10Descripción del repositorio
0/10Topics
10/10Wiki
Datos de entrada utilizados
topics—
has_wikisí
homepagehttp://ui.praison.ai/
has_readmesí
has_docs_dirsí
has_descriptionsí

Seguridad

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

30En riesgo · 16% del índice global

Postura de seguridad

30En riesgo
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/18 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
0/2.5Licencia — license file not detected
7.5/7.5Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — sin datos
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 172 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3
Excluidos de la puntuación (sin datos o no aplicable): packaging, signed_releases. 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.

69Moderado · 0% del índice global

Contexto y guía para agentes

85Excelente
Cómo se puntúa
45/45Instrucciones para agentes — AGENTS.md
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 38 de 48 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,792
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes5325

Bucle de verificación (compilación / pruebas / verificación de tipos)

64Moderado
Cómo se puntúa
0/18Arranque con un solo comando
22/22Pruebas automatizadas
11/11Configuración de lint / formato — eslint.config.js
11/11Verificación estática de tipos — src/frontend/tsconfig.json, src/praisonaiui-ts/tsconfig.json
10/10Entorno reproducible — Dockerfile, lockfile
10/10Práctica demostrada con agentes — 23 de los últimos 100 commits con autoría o crédito de agente
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_testssí
lockfilespackage-lock.json, uv.lock
has_dockerfilesí
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configsí
typecheck_configssrc/frontend/tsconfig.json, src/praisonaiui-ts/tsconfig.json
agent_commit_share0,23
toolchain_manifests—
dependency_bot_commit_share0

Legibilidad del código para modelos

81Bueno
Cómo se puntúa
27/45Código verificable por tipos — Python con configuración de verificación de tipos (src/frontend/tsconfig.json, src/praisonaiui-ts/tsconfig.json)
54.4/55Tamaños de archivo manejables — 6/516 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes1.286.426
source_files_sampled516
oversized_source_files6

Interfaces legibles por máquina

40En riesgo
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signalno
api_schema_files—

Datos clave

10estrellas de GitHub
1contribuidores
409commits en los últimos 12 meses
0días desde el último push
10versiones publicadas
1factor bus
10issues abiertas
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:aiui@0.3.137; advisories assessed against the repository dependency graph instead

Más detalle

Historial de estrellas y forks 0 ★ / 7 ⇿
0Estrellas
7Forks

Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.

1234567732026-032026-052026-06
OpenSSF Scorecard 3.0 / 10
3.0agregado

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 · 2026-07-29 02:11 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/18 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
0Licenselicense file not detected
10Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
n/dPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities172 existing vulnerabilities detected
Dependencias directas 8
RegistroPaqueteRestricción de versiónManifiesto
PyPIpyyaml>=6.0pyproject.toml
PyPIpydantic>=2.0pyproject.toml
PyPIwatchfiles>=0.21pyproject.toml
PyPIrich>=13.0pyproject.toml
PyPItyper>=0.9pyproject.toml
PyPIuvicorn>=0.29pyproject.toml
PyPIstarlette>=0.37pyproject.toml
PyPIpypdf>=4.0pyproject.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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          "headline": "Merge pull request #245 from MervinPraison/claude/issue-237-20260727-…",
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          "headline": "Merge pull request #244 from MervinPraison/claude/issue-234-20260727-fix",
          "author_name": "praisonai-triage-agent[bot]",
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          "headline": "Merge pull request #243 from MervinPraison/claude/issue-233-20260727-…",
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          "headline": "Merge pull request #242 from MervinPraison/claude/issue-231-20260727-…",
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          "headline": "Merge pull request #241 from MervinPraison/claude/issue-232-20260727-…",
          "author_name": "praisonai-triage-agent[bot]",
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          "body": "🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: correct tracing integration test paths to /api/traces (fixes #239)",
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          "body": "Standardize Path.read_text() calls across unit/integration tests to\nexplicitly use encoding=\"utf-8\". On Windows the default locale is cp1252,\nwhich raises UnicodeDecodeError when reading committed UTF-8 frontend\nbundles (em dash, emoji, multi-byte chars), producing false negatives.\n\nCo-authored-by: praisonai-triage-agent[bot] <praisonai-triage-agent[bot]@users.noreply.github.com>",
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          "headline": "fix: add UTF-8 encoding to frontend source test reads (fixes #236)",
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          "body": "…es #237)\n\nTest fixture wrote YAML/markdown and read JSON without encoding, defaulting\nto cp1252 on Windows and breaking UTF-8 reads for the © character. Specify\nencoding=\"utf-8\" on all write_text/read_text calls for deterministic\ncross-platform behaviour.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
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          "headline": "fix: use explicit UTF-8 encoding in CLI integration test fixture (fix…",
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          "is_bot": false,
          "headline": "feat: configurable embedding model + degraded-mode reporting for know…",
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          "headline": "fix: correct tracing API test paths /api/tracing to /api/traces (fixe…",
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          "headline": "feat: safe_print for examples to avoid cp1252 UnicodeEncodeError (fix…",
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          "headline": "fix: specify UTF-8 encoding for frontend source reads in tests (fixes…",
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          "headline": "Merge pull request #230 from MervinPraison/claude/issue-223-20260715-…",
          "author_name": "praisonai-triage-agent[bot]",
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          "headline": "feat: Cost FinOps Strip on Overview and Chat (fixes #223)",
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          "body": "…000000\n\nfeat: Skills Studio — pending/diff/history for self_improve skill writes",
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          "headline": "Merge pull request #227 from MervinPraison/claude/issue-218-20260715-…",
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          "headline": "Merge pull request #226 from MervinPraison/claude/issue-220-20260715-…",
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          "headline": "Merge pull request #225 from MervinPraison/claude/issue-219-20260715-…",
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          "body": "…000000\n\nfeat: session fork endpoint for Agent Playground (STITCH-011)",
          "is_bot": true,
          "headline": "Merge pull request #224 from MervinPraison/claude/issue-221-20260715-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
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          "oid": "1170b264eedc4466635dc76c5d1eb487e18d1f17",
          "body": "The debug-run deep link only pushed the /runs?session= URL state in the\ntraces fallback branch, dropping the session when a runs page exists.\nPush the URL state before navigating in both cases so Run Flight Recorder\n(STITCH-007) receives session context when it lands.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: preserve session in eval debug deep-link before navigating",
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          "committed_at": "2026-07-15T13:43:55Z",
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          "oid": "f0a6b166261a4a0ff07da9e9952a9a5b82415924",
          "body": "The session fork endpoint recorded parent_session_id/agent_id/source via\nds.update_session(metadata=...), but the shipped default stores dropped it:\nSDKFileDataStore.update_session only handled title/platform/icon and\nJSONFileDataStore had no override at all (base no-op). Fork lineage only\nsurvived \n[…]\nregression test asserting fork metadata persists on the default stores.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: persist fork lineage metadata on default datastores",
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          "body": "Refactor skills.js into a tabbed Skills Studio (Pending, Installed,\nHistory) that surfaces self_improve skill-write approvals, adds a\nside-by-side line diff with raw/preview toggle, and wires approve/deny\nto the existing /api/approvals endpoints. Adds diffLines,\nrenderMarkdownPreview and isSkillApproval helpers, a cross-link from\napprovals.js for skill rows, and skills.* i18n keys.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "feat: add Skills Studio pending/diff/history workflow (fixes #218)",
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        {
          "oid": "91ff46dcb199a0e95546f352f3fea574aaa5bfc4",
          "body": "Track B session-filter implementation: new /inbox three-pane view that\nderives threads from channel-backed sessions + chat history, persists\nstatus/assignee via session state, replies through the chat transport,\nand deep-links to /chat and /work. Surfaces platform/channel_id in the\nsessions list API.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: add Channel Inbox unified multi-channel message hub (fixes #220)",
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        {
          "oid": "732bd123d8a789ff0dd3791e9d4db12586ec3256",
          "body": "Refactor the read-only /eval table into a quality cockpit: status strip,\nhero metrics (pass rate, avg score, regressions, total cases), per-agent\nsuite cards with 7-day sparklines and trend arrows, localStorage baseline\ncompare, in-UI run trigger (POST /api/eval/run), and expandable history\nrows tha\n[…]\n?session=)\nwith a /traces fallback. All trend/regression logic is client-derived from\nexisting endpoints; no backend changes.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: Eval Quality Cockpit regression dashboard (fixes #219)",
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          "body": "POST /api/sessions/{id}/fork branches a chat session into a new child,\ncopying messages up to an optional up_to_index and recording parent\nmetadata. Backend primitive for the Agent Playground (STITCH-011).\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "feat: add session fork endpoint for Agent Playground (fixes #221)",
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          "headline": "Release v0.3.133",
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          "body": "…code-studio\n\nfeat: Code Studio — Monaco editor with sandbox execute and Send to Agent (STITCH-006)",
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          "headline": "Merge pull request #205 from MervinPraison/claude/issue-200-20260714-…",
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          "headline": "Merge pull request #206 from MervinPraison/claude/issue-196-20260714-…",
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          "body": "…0719\n\nfeat: Unified Work Hub /work (STITCH-003)",
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          "headline": "Merge pull request #203 from MervinPraison/claude/issue-197-20260714-…",
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          "body": "…0719\n\nfeat: first-run onboarding gate for gateway auth (STITCH-004)",
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          "headline": "Merge pull request #202 from MervinPraison/claude/issue-198-20260714-…",
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          "body": "…0719\n\nfeat: Agent Command Center overview (STITCH-001)",
          "is_bot": true,
          "headline": "Merge pull request #201 from MervinPraison/claude/issue-195-20260714-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
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          "body": "…xes #200)\n\nAdd /code-studio dashboard view: lazy Monaco editor, language picker,\nsandbox execution via existing /api/code/* endpoints, output/errors/artifacts\ntabs, client-side run history, snippet save, and Send to Agent handoff that\nprefills the chat composer via aiui:prefill-composer.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "feat: add Code Studio view with sandbox execute and Send to Agent (fi…",
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          "body": "…000000\n\nfeat: plugin marketplace dashboard page (STITCH-005)",
          "is_bot": true,
          "headline": "Merge pull request #204 from MervinPraison/claude/issue-199-20260714-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T08:39:29Z",
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          "oid": "32d27c20c8c2b029783e0d7ca051ad0b8eed5381",
          "body": "Interpolated plugin name/description/id/category/version/permissions into\ninnerHTML without escaping, unlike sibling views (mcp.js, channels.js,\nchat.js) which use an esc() helper. Add the same esc() helper and apply it\nfor defense-in-depth and convention consistency.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: escape server-provided plugin fields in marketplace view (XSS)",
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          "committed_at": "2026-07-14T07:46:42Z",
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          "oid": "c52728c9e3a7aaedaebda7e5c2286ccf2b7e2e39",
          "body": "Declaring pendingHandled (let) and tryDeepLink after the\ncreateInteractiveBoard call that closes over them was a temporal-dead-zone\nhazard. Move them above the board construction and simplify the onOpen\ndeep-link guard.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: hoist pendingHandled/tryDeepLink above board init in work-hub",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:44:56Z",
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        },
        {
          "oid": "da9d7425b97809e8930ee40ef62776a3bcef9b2e",
          "body": "The first-run onboarding gate stored the gateway bearer token in\nsessionStorage but no dashboard data fetch (/api/pages, /ui-config.json,\nview modules, /api/health, …) attached it, so protected APIs kept\nreturning 401 after \"Connect\" — defeating the feature. Install a\none-time window.fetch wrapper i\n[…]\ne-origin requests when present, preserving any explicit\nAuthorization header and remaining a no-op in standalone/no-token mode.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: apply onboarding gateway token to all dashboard API calls",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:44:50Z",
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        },
        {
          "oid": "0b0dfb6f5f14de2efe6cdfe55342b727afde58c2",
          "body": "The overview dispatched an aiui:select-agent CustomEvent that had no\nlistener anywhere, so 'Chat now'/'Chat' buttons navigated to the chat\npage but never pre-selected the agent (dead deep-link). Replace it with\nthe established ?agent=<name> URL param that chat.js already reads on\nmount (chat.js:771), matching the canonical selectSession pattern.\nPass agent name (option value) instead of id so the selector matches.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: wire 'Chat now' deep-link to existing ?agent= param",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:43:15Z",
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        },
        {
          "oid": "b84b9d3ee71b8b141f4ceaceae173ae3cba0c711",
          "body": "…xes #196)\n\nAdd a server-driven context budget indicator to the chat composer:\n- GET /api/chat/context-stats returns a char-based token estimate with a\n  deterministic breakdown (system/tools/messages/memory).\n- Token ring wraps the send button with healthy/warning/critical/over\n  states, dashed arc\n[…]\nntext_update/context_compacted\n  events, and a 5s poll fallback.\n- i18n keys added for en/es/fr.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: composer context token ring, memory chip, compaction banner (fi…",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-14T07:27:36Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "74260cd68a0761b6c19432b8177673d8a825a6ec",
          "body": "Add a /marketplace dashboard view that browses, inspects permissions,\ninstalls, and uninstalls plugins via the existing features/marketplace.py\nbackend. Registers the view in dashboard.js BUILTIN_VIEWS and adds the\npage entry (Agent group) with the /api/marketplace/plugins endpoint.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add plugin marketplace dashboard page (fixes #199)",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-14T07:26:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "00bbdd29a66afbb7c8db2825fc0e57e0be9a2dec",
          "body": "Co-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: add Unified Work Hub /work three-pane surface (fixes #197)",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:25:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3c62a9cc0358fc99df0aa919f307c30ced7aa7e",
          "body": "Add a guided 4-step onboarding overlay shown on first visit when the\ndashboard runs in gateway mode and the user is unauthenticated,\nreplacing the raw HTTP 401 experience. The gate runs in dashboard.js\ninit() before buildDashboard() and skips for standalone/authenticated\nusers and when the \"don't show again\" flag is set.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: first-run onboarding gate for gateway auth (fixes #198)",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:25:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7998b8ccc04de609a27ac0ea675174133d2ed0e8",
          "body": "…e (fixes #195)\n\nReplace the single-endpoint Overview with a mission-control home that fetches\n9 APIs in parallel (Promise.allSettled): 6 live metric cards with sparklines,\nan active-agents table with a detail drawer, a priority-sorted needs-attention\nfeed with inline approve/deny, a recent-activity\n[…]\nn cleanup. All API strings are HTML-escaped.\n\nAdds reusable metricCard, sparklineSVG, esc and timeAgo helpers to _helpers.js.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: Agent Command Center overview with live agents, approvals, usag…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-14T07:24:15Z",
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        },
        {
          "oid": "2ebb56f6090df0fcd81a18d24cfe014ecee7d176",
          "body": null,
          "is_bot": false,
          "headline": "Release v0.3.132",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-14T02:00:30Z",
          "body_truncated": false,
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        },
        {
          "oid": "6725a5bdf7e112652490b974c0b841e322b8a2ca",
          "body": "…0819\n\nfix: honor aiui run --port for gateway examples that delegate to async main()",
          "is_bot": true,
          "headline": "Merge pull request #194 from MervinPraison/claude/issue-191-20260713-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-13T10:12:12Z",
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          "body": null,
          "is_bot": false,
          "headline": "Release v0.3.131",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-13T10:08:48Z",
          "body_truncated": false,
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        },
        {
          "oid": "ee994b586dacbed7f0e0030e68a2c765c87bbf7f",
          "body": "…120000\n\nfix: isolate OPENAI_API_KEY in realtime lifecycle test",
          "is_bot": true,
          "headline": "Merge pull request #193 from MervinPraison/claude/issue-192-20260713-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-13T10:04:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44428e5caf6b8d45677be7f4548eed714ceb0a1f",
          "body": "Set PORT/HOST env before delegating to a user-defined async main() so\ngateway examples that read os.getenv(\"PORT\") honor the CLI --port flag.\nExplicit env set by the user takes precedence over the CLI flag.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: propagate --port/--host to gateway main() delegation (fixes #191)",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-13T08:25:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1748d6d02331239bf485da84f711668d3de1930b",
          "body": "… #192)\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: isolate OPENAI_API_KEY in realtime session lifecycle test (fixes…",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-13T08:21:25Z",
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          "is_coding_agent": true
        },
        {
          "oid": "a45c3af00617e2c189966cbb3fddbb3b26a79349",
          "body": null,
          "is_bot": false,
          "headline": "Release v0.3.130",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-10T10:49:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b54d94dd5645832efa0e4d5ebac25bcc410a4df2",
          "body": "…0829\n\nfeat: restore Channels dashboard Add/Delete/Test CRUD UI",
          "is_bot": true,
          "headline": "Merge pull request #190 from MervinPraison/claude/issue-189-20260710-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-10T10:46:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9e8b126289ac5e34b8e1afdee714bf9b02f36b7",
          "body": "Restore the + Add Channel modal, per-platform credential fields, setup\nhints, and card actions (Enable/Disable, Restart, Test, Delete) that were\nremoved in the 3961508 refactor. Aligned with #176 secret policy (env\nreferences, no plaintext prefill, inline 400 errors surfaced) and #172\ndropdown contr\n[…]\npi/channels preset to\nthe API Explorer and neutralizes the legacy read-only plugin so it no\nlonger clobbers the managed view.\n\nCo-authored-by: Mervin Praison <Dhivya-Bharathy@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: restore Channels dashboard Add/Delete/Test CRUD UI (fixes #189)",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-10T08:34:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2fb299a454e981ccd4b410f33c178a14433ab69e",
          "body": null,
          "is_bot": false,
          "headline": "Release v0.3.129",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-09T17:05:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e288fca9cae4e272874e5aaafe950639d4c7031d",
          "body": "…0849\n\nfix: dashboard generator emits main before shellHeader insertBefore (#174)",
          "is_bot": true,
          "headline": "Merge pull request #184 from MervinPraison/claude/issue-174-20260708-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:53:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3dd9b218dd8f13ecdbc400abb1bdfa3da395274",
          "body": "…120000\n\nfeat: surface user-visible errors for offline chat send",
          "is_bot": true,
          "headline": "Merge pull request #182 from MervinPraison/claude/issue-177-20260708-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:51:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "949a1862daae9e9e694e23c7fb2555231a4d7287",
          "body": "…120000\n\nfix: expose Ctrl+K command palette globally + guard init idempotency",
          "is_bot": true,
          "headline": "Merge pull request #181 from MervinPraison/claude/issue-178-20260708-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:47:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "716754690080f322be4c64b883edca7cfc589ff7",
          "body": "…rebase\n\nThe rebase onto main kept main's showDashboardInitError() helper, which\nsupersedes this PR's showShellError() and renders the same .db-error\nbanner with role=alert. Update the RC-2 assertions to match the surviving\nhelper name; UX guarantee (visible shell error on missing #db-main-content)\nis unchanged.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "test: align shell-error assertions with showDashboardInitError after …",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:10:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e029f6e063798d900a2b612fe0c527951fd03ed4",
          "body": "Add defensive shell error UI in dashboard.js selectPage, offline-aware\nHTTP fallback messaging with toast, role=alert on system error bubbles,\nand a try/catch guard around ws.send in chat.js sendMessage.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: surface user-visible errors for offline chat send (fixes #177)",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-09T16:06:25Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "32e855284064528b2b5f850ce39912d8120b1600",
          "body": "…120000\n\nfix: dark-theme dropdown contrast and sidebar header overlap",
          "is_bot": true,
          "headline": "Merge pull request #173 from MervinPraison/claude/issue-172-20260630-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:04:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e31df90d0e44deaf3ac0141e05912ccbdd400a40",
          "body": "…000000\n\nfix: surface selectPage error when dashboard shell incomplete",
          "is_bot": false,
          "headline": "Merge pull request #179 from MervinPraison/claude/issue-175-20260708-…",
          "author_name": "Mervin Praison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-09T16:04:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58c66b65e53061e10acb41bac6e0cec7028f5c4b",
          "body": "…120000\n\nfix: redact channel secrets in all API responses",
          "is_bot": true,
          "headline": "Merge pull request #180 from MervinPraison/claude/issue-176-20260708-…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:04:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0c298802b2c8940e9676d02f860e7d5912e7df7",
          "body": "… (fixes #174)\n\nThe dashboard.js generator emitted root.insertBefore(shellHeader, main)\nbefore root.appendChild(main), so regenerating the bundle re-introduced\nthe #166/#174 insertBefore NotFoundError. Reorder the generator to append\nmain first, and lock it with a source-parsing regression test.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: emit main before shellHeader insertBefore in dashboard generator…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:00:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45a5f0cd2d33a991ad8b5824bacc511b4f7c77ad",
          "body": "The Ctrl+K/Cmd+K binding moved to initCommandPalette; initSessionSearch\nnow only owns Escape-to-close. Update test_ctrl_k_keydown_handler_present\nto assert the current architecture instead of the outdated contract.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "test: align session-search Ctrl+K test with command-palette ownership",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:00:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b0e1646c99e1f67ca3b516b53639be7aacde4a6",
          "body": "…s #178)\n\nBQA-002 (insertBefore) and the base command palette are already present in\nthe shipped dashboard bundle. This closes the remaining acceptance gaps:\nopenCommandPalette is now reachable in the global scope\n(typeof openCommandPalette === 'function') and initCommandPalette no longer\ndouble-registers its keydown handler on HMR / full reload.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: expose command palette globally and guard init idempotency (fixe…",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-09T16:00:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2fe1a83c9a65fda87cbcc780f57a109670d459e0",
          "body": "…d of erroring\n\nfind_spec(\"praisonai.jobs\") raises ModuleNotFoundError (not returns None)\nwhen the parent 'praisonai' package is absent, aborting collection of the\nentire tests/unit suite in CI. Wrap in a helper that treats the missing\nparent as unavailable so the SDK test skips cleanly.\n\nCo-authored-by: praisonai-triage-agent[bot] <praisonai-triage-agent[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(ci): guard find_spec so missing praisonai parent pkg skips instea…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:00:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "971033b90501b441ce95e2ae06e40c0c291243c9",
          "body": "…ction\n\n_validate_config_security used the narrow exact-match SECRET_FIELD_PATTERNS\nwhile _redact_config_secrets was hardened to also catch *_token/*_key/*_secret/\n*_password suffix keys. This closed the read leak but still let inline\napp_token/signing_secret/client_secret values be stored on write.\n[…]\nboth\npaths through the shared _is_secret_key helper so suffix secrets are rejected\nat write time too, and add regression tests.\n\nCo-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(channels): align write-path secret validation with read-path reda…",
          "author_name": "praisonai-triage-agent[bot]",
          "author_login": "praisonai-triage-agent[bot]",
          "committed_at": "2026-07-09T16:00:15Z",
          "body_truncated": true,
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        },
        {
          "oid": "0626d0bb966e43ae668ec3f844e4825cf59687ca",
          "body": "GET /api/channels and related handlers serialized the in-memory _channels\ndict verbatim, exposing config.bot_token and other secrets. Harden\n_redact_config_secrets to cover *_token/*_key/*_secret/*_password suffix\nkeys (app_token, signing_secret, client_secret) and emit a <key>_set flag,\nand redact \n[…]\nusly-unredacted _toggle response. Write path still\naccepts and uses real tokens for bot startup.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: redact channel secrets in all API responses (fixes #176)",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-09T16:00:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "581df433edb63c17a654a06e3f317f6f3fdcd41b",
          "body": "…#175)\n\nReplace the silent `if (!main || !page) return;` early return in\nselectPage() with explicit guards that log a console error and, when\n#db-main-content is absent, render a visible db-error banner via the new\nshowDashboardInitError helper.\n\n🤖 Generated with [Claude Code](https://claude.ai/code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: surface selectPage error when dashboard shell incomplete (fixes …",
          "author_name": "MervinPraison",
          "author_login": "MervinPraison",
          "committed_at": "2026-07-09T16:00:13Z",
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}

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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 agregadas — PyPI.