Registro públicoModerado
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-28 09:52 UTC
masterkeysrd / loom
Loom is a high-performance, graph-based AI workflow engine for Go. It allows you to build complex agentic systems by defining multi-step workflows as directed graphs, seamlessly connecting them to any large language model, and persisting execution state for long-running or interrupted tasks.
masterkeysrd/loom tiene un índice de salud de 51 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Engineering Quality (84/100) y la más baja, Community & Adoption (12/100). Se actualizó por última vez hace 8 días. Una sola persona concentra la mayor parte del trabajo reciente.
51
global / 100Índice 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.
51
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)
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
David MoralesCuenta personal
9 seguidores29 repositorios públicosdesde mar 2015
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
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación |
|---|---|---|---|---|---|
| Go | github.com/masterkeysrd/loom | v0.0.4 | - | 4 | hace 8 días |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
70
Actividad de desarrollo
50Moderado
Cómo se puntúa
| 28.8/36 | Recencia de push — último push hace 8 días |
| 4.2/36 | Cadencia de commits — 6/52 semanas con commits |
| 16.6/18 | Volumen de commits — 69 commits en el último año |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Datos de entrada utilizados
| commits_last_year | 69 |
| human_commit_share | 1 |
| days_since_last_push | 8 |
| active_weeks_last_year | 6 |
Disciplina de publicación
100Excelente
Cómo se puntúa
| 27/27 | Publica versiones — 4 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 8 días |
| 27/27 | Cadencia de publicación — una versión cada ~16,7 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 4 |
| latest_release_tag | v0.0.4 |
| releases_from_tags | no |
| days_since_latest_release | 8 |
| mean_days_between_releases | 16,7 |
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?
12
Popularidad y adopción
1Crítico
Cómo se puntúa
| 0/60 | Estrellas — 0 estrellas |
| 0/25 | Forks — 0 forks |
| 0/15 | Observadores — 0 observadores |
Datos de entrada utilizados
| forks | 0 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
25Crítico
Cómo se puntúa
| 22.5/22.5 | README |
| 0/22.5 | Licencia — no se detectó ningún archivo de licencia |
| 0/18 | Guía CONTRIBUTING |
| 0/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 0/6.3 | Plantilla de PR |
Datos de entrada utilizados
| has_readme | sí |
| has_license | no |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sostenibilidad y Gobernanza
¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?
55
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 0/22.5 | Distribución de commits — el principal contribuyente firma el 100% de los commits |
| 1.4/13.5 | Amplitud de contribuyentes — 1 contribuyentes |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Datos de entrada utilizados
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Capacidad de respuesta a issues y PR
85Excelente
Cómo se puntúa
| 46.8/46.8 | Resolución de issues — 100% de issues cerradas |
| 38.2/38.3 | Aceptación de PR — 10/10 PR decididos fusionados |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Datos de entrada utilizados
| merged_prs | 10 |
| open_issues | 0 |
| closed_issues | 1 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 0 |
Propiedad y custodia
50Moderado
Cómo se puntúa
| 10/30 | Respaldo de la propiedad — cuenta personal (usuario) |
| 0/20 | Dominio verificado — no aplicable a cuentas de usuario |
| 7.2/25 | Alcance del propietario — 9 seguidores de masterkeysrd |
| 22.8/25 | Trayectoria — 29 repos públicos, cuenta de ~11 años |
Datos de entrada utilizados
| followers | 9 |
| owner_type | User |
| is_verified | — |
| owner_login | masterkeysrd |
| public_repos | 29 |
| account_age_days | 4158 |
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Mantenimiento de paquetes
92Excelente
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en go |
| 35/35 | Recencia de publicación — última publicación hace 8 días |
| 12/20 | Historial de versiones — 4 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | github.com/masterkeysrd/loom |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 8 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
84
Prácticas de ingeniería
80Bueno
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 1 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 16/16 | Configuración de linter — eslint.config.js |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — sin datos |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | sí |
| has_precommit_config | no |
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: CI-Tests. Los pesos restantes se han renormalizado.
Documentación
90Excelente
Cómo se puntúa
| 30/30 | README |
| 25/25 | Directorio de documentación |
| 15/15 | Sitio de documentación / página del proyecto — https://masterkeysrd.github.io/loom/ |
| 10/10 | Descripción del repositorio |
| 10/10 | Topics — 12 topics |
| 0/10 | Wiki |
Datos de entrada utilizados
| topics | ai-agents, anthropic, gemini, genai, golang, llm, multimodal, ollama, openai, orchestration, structured-output, workflow-engine |
| has_wiki | no |
| homepage | https://masterkeysrd.github.io/loom/ |
| has_readme | sí |
| has_docs_dir | sí |
| has_description | sí |
Seguridad
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
22
Postura de seguridad
22Crítico
Cómo se puntúa
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 0/2.5 | CI-Tests — sin datos |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 0/2.5 | Licencia — license file not detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 0/5 | Packaging — sin datos |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — sin datos |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 23 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 2,2 |
Excluidos de la puntuación (sin datos o no aplicable): ci_tests, 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.
65
Contexto y guía para agentes
40En riesgo
Cómo se puntúa
| 0/45 | Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 40/40 | Historial de commits legible — 69 de 69 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 1 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Cómo se puntúa
| 18/18 | Arranque con un solo comando — Makefile |
| 22/22 | Pruebas automatizadas |
| 11/11 | Configuración de lint / formato — eslint.config.js |
| 11/11 | Verificación estática de tipos — internal/studio/ui/tsconfig.json |
| 10/10 | Entorno reproducible — lockfile |
| 0/10 | Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 69 |
| 0/8 | Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | go.sum, package-lock.json |
| has_dockerfile | no |
| typed_language | sí |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | sí |
| typecheck_configs | internal/studio/ui/tsconfig.json |
| agent_commit_share | 0 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
Legibilidad del código para modelos
100Excelente
Cómo se puntúa
| 45/45 | Código verificable por tipos — Go (tipado estático) |
| 54.6/55 | Tamaños de archivo manejables — 1/136 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Go |
| largest_source_bytes | 115.660 |
| source_files_sampled | 136 |
| oversized_source_files | 1 |
Interfaces legibles por máquina
60Moderado
Cómo se puntúa
| 0/40 | Esquema de API (OpenAPI/GraphQL/proto) |
| 20/20 | Servidor MCP |
| 40/40 | Ejemplos ejecutables — examples |
Datos de entrada utilizados
| example_dirs | examples |
| has_mcp_signal | sí |
| api_schema_files | — |
Datos clave
0estrellas de GitHub
1contribuidores
69commits en los últimos 12 meses
8días desde el último push
4versiones publicadas
1factor bus
0issues abiertas
Go, PyPIecosistemas de paquetes
Advertencias de recopilación de datos
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Más detalle
OpenSSF Scorecard 2.2 / 10
2.2agregado
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| n/d | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 0 | License | license file not detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| n/d | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| n/d | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 23 existing vulnerabilities detected |
Dependencias directas 22
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| Go | github.com/anthropics/anthropic-sdk-go | v1.58.0 | go.mod |
| Go | github.com/google/jsonschema-go | v0.4.3 | go.mod |
| Go | github.com/google/uuid | v1.6.0 | go.mod |
| Go | github.com/gorilla/websocket | v1.5.3 | go.mod |
| Go | github.com/lib/pq | v1.12.3 | go.mod |
| Go | github.com/modelcontextprotocol/go-sdk | v1.6.1 | go.mod |
| Go | github.com/ollama/ollama | v0.32.1 | go.mod |
| Go | github.com/openai/openai-go/v3 | v3.44.0 | go.mod |
| Go | go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp | v0.69.0 | go.mod |
| Go | go.opentelemetry.io/otel | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/metric | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/sdk | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/sdk/metric | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/trace | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/proto/otlp | v1.10.0 | go.mod |
| Go | golang.org/x/oauth2 | v0.36.0 | go.mod |
| Go | google.golang.org/genai | v1.64.0 | go.mod |
| Go | google.golang.org/grpc | v1.82.1 | go.mod |
| Go | google.golang.org/protobuf | v1.36.11 | go.mod |
| Go | modernc.org/sqlite | v1.54.0 | go.mod |
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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"body": "- Add ContextWindow field to ModelConfig and Request structs\n- Add WithContextWindow fluent method on Model\n- Default ContextWindow from model profile limits\n- Map ContextWindow to Ollama num_ctx option\n- Fallback to profile context limit when num_ctx not set\n- Add tests for new functionality",
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"headline": "feat(studio): add message discovery",
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"headline": "refactor(studio): split code",
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"body": "…emetry instrumentation (#9)\n\n* feat(telemetry): implement OpenTelemetry-based observability facade\n\n- Replaced legacy trace package with a native OpenTelemetry implementation.\n- Integrated genaiconv and mcpconv for standardized GenAI and MCP telemetry.\n- Configured OTLP gRPC exporters with custom h\n[…]\nues\n\n* feat(studio): basic metrics and dashboard\n\n* feat(studio): improve metrics and traces\n\n* feat(studio): add advance metrics and traces\n\n* chore: remove file creation\n\n* chore: fix linting issues",
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"headline": "fea(telemetry): implement OpenTelemetry observability and enhance tel…",
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"headline": "feat(llm/ollama): implement lazy profile generation and metadata disc…",
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"body": "…ce (#7)\n\n- Introduced a minimalist stream.Writer interface with a single Write(ctx, data) method.\n- Added stream.Metadata to the context to identify event sources (e.g. \"llm:gpt-4\", \"tool:search\").\n- Refactored llm, tool, and graph packages to remove redundant writer implementations.\n- Updated grap\n[…]\nfield for improved observability.\n- Handle type-based routing and named events via stream.Event in the graph adapter.\n- Updated documentation and developer guides to reflect the unified streaming API.",
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"headline": "feat(stream): unify llm and tool stream writers into a single interfa…",
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"body": "* feat(mcp): implement native Model Context Protocol support\n\n- Introduced mcp package for Client, MultiClient, and SessionClient management.\n- Implemented support for stdio and http/sse transports with static auth (headers/env).\n- Added interactive OAuth2 and Enterprise OIDC authentication flows wi\n[…]\nConfig to support custom Elicitation implementations.\n- Registered Elicitation handlers in NewClient to enable server-side interactive requests.\n- Updated documentation with Elicitation usage example.",
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"headline": "feat(mcp): implement native Model Context Protocol support (#6)",
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"body": "…(#5)\n\n- Introduced message.Cost (nano-dollars) for precision-safe financial aggregation.\n- Restructured message.TokenMetrics into nested Tokens, Cost, and Timing sub-structs.\n- Implemented ModelProfile.EstimateCost with support for tiered pricing logic.\n- Automated cost calculation within llm.Model for all invocations and streams.\n- Updated all provider mappings and documentation to reflect the new structure.",
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"headline": "feat(llm): implement precise cost tracking and metrics restructuring …",
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"body": "- Added Pricing and TierPricing structs to ModelProfile to capture input, output, cache, and reasoning costs.\n- Updated loomgen tool to parse nested cost structures from models.dev, including tier-based pricing for models with large context windows.\n- Regenerated profiles for Anthropic, Google, and OpenAI to include the new pricing data.",
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"headline": "feat(llm): add cost tracking and tiered pricing to ModelProfile (#4)",
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"body": "- Removed redundant GetConfig from the Provider interface.\n- Centralized configuration auto-defaulting in llm.NewModel.\n- Added staticProfileOverrides to allow providers to safely patch generated profile defaults without conflating configuration with capabilities.",
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"headline": "feat(llm): unify ModelProfile and ModelConfig by removing GetConfig (#3)",
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"headline": "feat(llm): implement type-safe Extensions, Middleware, and Caching ar…",
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"committed_at": "2026-06-01T04:25:16Z",
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"body": "Feature/tool streaming",
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"headline": "Merge pull request #1 from masterkeysrd/feature/tool-streaming",
"author_name": "David Morales",
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"committed_at": "2026-06-01T04:08:27Z",
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"oid": "442bc89cb76467cbc9ec19696c041dab91c6fada",
"body": "- Add 10+ detailed guides for core features and LLM providers.\n- Configure MkDocs with Material theme for a professional docs site.\n- Create Makefile for automated development and documentation tasks.\n- Add GitHub Action for automated documentation deployment on release.\n- Update root README with clear navigation to guides.",
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"oid": "f480427df4b2956c3a9c323eddf702671283f618",
"body": "- Define message.ToolChunk for streaming tool fragments.\n- Support detailed numerical progress (current/total) in ToolChunk.\n- Unified tool execution pattern with llm.Stream via ToolStream iterator.\n- Introduce ToolStreamWriter for context-based real-time UI updates.\n- Add NewStreaming factory for n\n[…]\nainer.Call to aggregate streaming results into a final Tool message.\n- Integrate tool streaming events into graph execution and stream adapters.\n- Add comprehensive tool-streaming example application.",
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"headline": "feat(tool): implement tool progress and result streaming",
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"body": "- Implement IsError flag in message.Tool for cross-provider functional error signaling.\n- Introduce tool.Error and tool.ContentProvider for rich, non-halting tool results.\n- Update GenAI to support multiple media parts (Image, Audio, Video, Document) in tool responses.\n- Unify Anthropic tool mapping\n[…]\ns natively.\n- Enhance OpenAI and Ollama with structured JSON and descriptive media textification for tool results.\n- Update AdaptHandler to support multimodal outputs and functional error propagation.",
"is_bot": false,
"headline": "feat(tool): add deep multimodal support and functional errors",
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"committed_at": "2026-05-31T20:49:58Z",
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"body": "- Define ErrInvalidInput sentinel and ValidationError struct for structured error handling.\n- Update AdaptHandler to return ValidationError on schema validation failure.\n- Refactor Container.Call to propagate raw errors instead of wrapping them in a message.Tool response.\n- Update package documentation and README with error handling examples using errors.Is/As.",
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"headline": "feat(tool): introduce sentinel errors for input validation",
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"body": "- Add ResponseSchema to ModelConfig and Request using jsonschema.Schema.\n- Implement WithStructuredOutput fluent method on Model wrapper.\n- Update OpenAI mapping to use 'json_schema' response format with strict adherence.\n- Update Gemini mapping to use 'response_json_schema'.\n- Update Ollama mapping to pass JSON schema in the 'format' field.\n- Add comprehensive mapping tests for OpenAI, Gemini, and Ollama.\n- Update documentation in llm/README.md.",
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{
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"points": 0,
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"details": [
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"code": "no_data",
"params": {}
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],
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]
},
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"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
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"days_since_last_human_commit_is_floor": false
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"components": [
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"key": "project_is_still_maintained",
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"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
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]
}
],
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},
{
"key": "community",
"band": "critical",
"name": "Community & Adoption",
"value": 12,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "critical",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 1,
"inputs": {
"forks": 0,
"stars": 0,
"watchers": 0,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
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"components": [
{
"key": "stars",
"name": "Stars",
"detail": "0 stars",
"points": 0,
"status": "missed",
"details": [
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"code": "stars",
"params": {
"count": 0
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}
],
"max_points": 60
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{
"key": "forks",
"name": "Forks",
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"points": 0,
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"details": [
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"code": "forks",
"params": {
"count": 0
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}
],
"max_points": 25
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{
"key": "watchers",
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"points": 0,
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"details": [
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"code": "watchers",
"params": {
"count": 0
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}
],
"max_points": 15
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]
},
{
"key": "community_health",
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"note": null,
"notes": [],
"value": 25,
"inputs": {
"has_readme": true,
"has_license": false,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
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"components": [
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"points": 22.5,
"status": "met",
"details": [],
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},
{
"key": "license",
"name": "License",
"detail": "no license file detected",
"points": 0,
"status": "missed",
"details": [
{
"code": "license_absent",
"params": {}
}
],
"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": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
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]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 55,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 10,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 1,
"top_contributor_share": 1
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
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}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 100% of commits",
"points": 0,
"status": "missed",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "1 contributors",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 1
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}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "excellent",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"merged_prs": 10,
"open_issues": 0,
"closed_issues": 1,
"issue_closed_ratio": 1,
"closed_unmerged_prs": 0
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "100% of issues closed",
"points": 46.8,
"status": "met",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 100
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "10/10 decided PRs merged",
"points": 38.2,
"status": "met",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 10,
"decided": 10
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}
],
"max_points": 38.25
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{
"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
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 50,
"inputs": {
"followers": 9,
"owner_type": "User",
"is_verified": null,
"owner_login": "masterkeysrd",
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"account_age_days": 4158
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"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "9 followers of masterkeysrd",
"points": 7.2,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 9,
"login": "masterkeysrd"
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}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "29 public repos, account ~11 yr old",
"points": 22.8,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 29
}
},
{
"code": "account_age_years",
"params": {
"years": 11
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"packages": [
"github.com/masterkeysrd/loom"
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"ecosystems": "go",
"any_deprecated": false,
"min_days_since_publish": 8
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on go",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "go"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 8 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 8
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}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "4 published versions",
"points": 12,
"status": "partial",
"details": [
{
"code": "published_versions",
"params": {
"count": 4
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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",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 84,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"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": {}
}
],
"value": 80,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
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"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "1 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 1
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}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": "eslint.config.js",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "eslint.config.js"
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}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
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"golang",
"llm",
"multimodal",
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"has_wiki": false,
"homepage": "https://masterkeysrd.github.io/loom/",
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"components": [
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{
"key": "documentation_directory",
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"details": [],
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{
"key": "documentation_homepage_site",
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"status": "met",
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{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
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{
"key": "topics",
"name": "Topics",
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"points": 10,
"status": "met",
"details": [
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"code": "topics_count",
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"count": 12
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}
],
"max_points": 10
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{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
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},
{
"key": "security",
"band": "critical",
"name": "Security",
"value": 22,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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},
{
"code": "weights_renormalized",
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],
"value": 22,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 2.2
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
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{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 2.2,
"status": "partial",
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{
"key": "ci_tests",
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"status": "excluded",
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{
"code": "no_data",
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],
"max_points": 2.5
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{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "code_review",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "contributors",
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"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 not detected",
"points": 0,
"status": "missed",
"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": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
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"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "23 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
}
],
"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": 65,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
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"note": null,
"notes": [],
"value": 40,
"inputs": {
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"legible_history_share": 1,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
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"points": 0,
"status": "missed",
"details": [
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"code": "no_agent_instructions",
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}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "legible_commit_history",
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"points": 40,
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"details": [
{
"code": "legible_history",
"params": {
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"sampled": 69
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}
],
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]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
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"inputs": {
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"has_tests": true,
"lockfiles": [
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"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
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"has_devcontainer": false,
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"agent_commit_share": 0,
"toolchain_manifests": [
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"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
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}
],
"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": "eslint.config.js",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "eslint.config.js"
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}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "internal/studio/ui/tsconfig.json",
"points": 11,
"status": "met",
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"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
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],
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"generated_at": "2026-07-28T09:52:05.005458Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/masterkeysrd/loom.svg",
"full_name": "masterkeysrd/loom",
"license_state": "absent",
"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 agregadas — Go.