Registro públicoModerado
Informe de salud del softwareesquema 0.27.0 · métricas 2.3.1 · 2026-07-28 15:21 UTC
410979729 / scope-recall-hermes
Hermes Agent memory plugin/provider for scope-aware recall, SQLite truth, LanceDB semantic search, and hybrid retrieval.
410979729/scope-recall-hermes tiene un índice de salud de 59 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (73/100) y la más baja, Security (34/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.
59
global / 100Índice de salud del software
Las métricas se agrupan en categorías ponderadas sobre una escala estandarizada de 1 a 100. El resultado global parte de su media ponderada, calibrada contra la distribución del registro público para que las bandas tengan significado percentil; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe un límite «En riesgo» de 34.
59
Excepcional93-100El nivel más alto del registro (≈ el 5% superior); cumple prácticamente todos los criterios evaluados
Excelente80-92Sólido en todos los frentes; carencias menores
Bueno65-79Saludable; carencias limitadas y manejables
Moderado50-64Aceptable con carencias notables; se recomienda revisión
Débil35-49Debilidades sustanciales en varias áreas
En riesgo20-34Debilidades significativas; su adopción exige cautela
Crítico1-19Problemas 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.
El resultado global ponderado 56 se calibra a 59 en la escala publicada del índice (calibración del registro 2026-08-02).
Titularidad
JoyjoyCuenta personal
3 seguidores7 repositorios públicosdesde mar 2026
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 | Etiquetas |
|---|---|---|---|---|---|---|
| PyPI | hermes-scope-recall | 1.8.2 | - | 21 | hace 0 días | hermesmemorysqlitelancedbpluginvector |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
73
Actividad de desarrollo
62Moderado
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 0 días |
| 7.6/36 | Cadencia de commits — 11/52 semanas con commits |
| 17.9/18 | Volumen de commits — 98 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 | 98 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 11 |
Disciplina de publicación
90Excelente
Cómo se puntúa
| 27/27 | Publica versiones — 41 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 0 días |
| 27/27 | Cadencia de publicación — una versión cada ~3,5 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Datos de entrada utilizados
| releases_count | 41 |
| latest_release_tag | v1.8.2 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 3,5 |
Comunidad y Adopción
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
58
Popularidad y adopción
47Débil
Cómo se puntúa
| 37.1/60 | Estrellas — 196 estrellas |
| 9.8/25 | Forks — 16 forks |
| 0/15 | Observadores — 1 observadores |
Datos de entrada utilizados
| forks | 16 |
| stars | 196 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
70Bueno
Cómo se puntúa
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (MIT) |
| 18/18 | 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 | sí |
| readme_badges | — |
| has_contributing | sí |
| has_issue_template | no |
| has_code_of_conduct | no |
| readme_badge_services | — |
| 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?
50
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 3.8/22.5 | Distribución de commits — el principal contribuyente firma el 83% de los commits |
| 5.4/13.5 | Amplitud de contribuyentes — 4 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 | 4 |
| top_contributor_share | 0,83 |
Cómo se puntúa
| 42/42 | Resolución de issues — 100% de issues cerradas |
| 21/30 | Aceptación de PR — 7/10 PR decididos fusionados |
| 0/13 | Newcomer PR acceptance — ningún PR de un contribuyente primerizo decidido en 30 d |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 2/26 approved changesets -- score normalized to 0 |
Datos de entrada utilizados
| merged_prs | 7 |
| open_issues | 0 |
| closed_issues | 21 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 3 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Excluidos de la puntuación (sin datos o no aplicable): newcomer_pr_acceptance. Los pesos restantes se han renormalizado.
Propiedad y custodia
27En riesgo
Cómo se puntúa
| 10/30 | Respaldo de la propiedad — cuenta personal (usuario) |
| 0/20 | Dominio verificado — no aplicable a cuentas de usuario |
| 4.3/25 | Alcance del propietario — 3 seguidores de 410979729 |
| 7.2/25 | Trayectoria — 7 repos públicos, cuenta de ~0 años |
Datos de entrada utilizados
| followers | 3 |
| owner_type | User |
| is_verified | — |
| owner_login | 410979729 |
| public_repos | 7 |
| account_age_days | 123 |
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Mantenimiento de paquetes
100Excepcional
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en pypi |
| 35/35 | Recencia de publicación — última publicación hace 0 días |
| 20/20 | Historial de versiones — 21 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | hermes-scope-recall |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
66
Prácticas de ingeniería
60Moderado
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 3 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 0/16 | Configuración de linter |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 12/20 | OpenSSF Scorecard: CI-Tests — 3 out of 5 merged PRs checked by a CI test -- score normalized to 6 |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentación
75Bueno
Cómo se puntúa
| 30/30 | README |
| 25/25 | Directorio de documentación |
| 0/15 | Sitio de documentación / página del proyecto |
| 10/10 | Descripción del repositorio |
| 10/10 | Topics — 16 topics |
| 0/10 | Wiki |
Datos de entrada utilizados
| topics | ai-memory, hermes-agent, hermes-plugin, hybrid-retrieval, lancedb, memory, sqlite, vector-search, agent, ai-agent, hermes, python, scope-isolation, llm-agent, memory-plugin, scope-recall |
| has_wiki | no |
| homepage | — |
| 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?
34
Postura de seguridad
34En riesgo
Cómo se puntúa
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 1.5/2.5 | CI-Tests — 3 out of 5 merged PRs checked by a CI test -- score normalized to 6 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 2/26 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 |
| 2.5/2.5 | Licencia — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 2/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 3,4 |
Preparación para IA
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Tiene un peso deliberadamente pequeño (4%): las herramientas para agentes son una señal real de mantenimiento, pero un repositorio sin ninguna puede alcanzar igualmente 100/100.
42
Contexto y guía para agentes
37Débil
Cómo se puntúa
| 0/45 | Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 37.3/40 | Historial de commits legible — 70 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,7 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Cómo se puntúa
| 0/18 | Arranque con un solo comando |
| 22/22 | Pruebas automatizadas |
| 0/11 | Configuración de lint / formato |
| 11/11 | Verificación estática de tipos — py.typed |
| 0/10 | Entorno reproducible |
| 0/10 | Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100 |
| 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 | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | py.typed |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Legibilidad del código para modelos
80Excelente
Cómo se puntúa
| 27/45 | Código verificable por tipos — Python con configuración de verificación de tipos (py.typed) |
| 53/55 | Tamaños de archivo manejables — 12/337 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Python |
| largest_source_bytes | 147.612 |
| source_files_sampled | 337 |
| oversized_source_files | 12 |
Cómo se puntúa
| 0/40 | Esquema de API (OpenAPI/GraphQL/proto) |
| 0/20 | Servidor MCP |
| 40/40 | Ejemplos ejecutables — examples |
Datos de entrada utilizados
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Datos clave
196estrellas de GitHub
4contribuidores
98commits en los últimos 12 meses
0días desde el último push
41versiones publicadas
1factor bus
0issues 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:hermes-scope-recall@1.8.2; advisories assessed against the repository dependency graph instead
Más detalle
Historial de estrellas y forks 0 ★ / 16 ⇿
0Estrellas
16Forks
36Versiones
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.
Mayor 0Menor 7Parche 29
OpenSSF Scorecard 3.4 / 10
3.4agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 6 | CI-Tests | 3 out of 5 merged PRs checked by a CI test -- score normalized to 6 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 2/26 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 |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 4 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Dependencias directas 2
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| PyPI | PyYAML | >=6.0 | pyproject.toml |
| PyPI | jsonschema | >=4.22 | pyproject.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
{
"data": {
"repo": {
"topics": [
"ai-memory",
"hermes-agent",
"hermes-plugin",
"hybrid-retrieval",
"lancedb",
"memory",
"sqlite",
"vector-search",
"agent",
"ai-agent",
"hermes",
"python",
"scope-isolation",
"llm-agent",
"memory-plugin",
"scope-recall"
],
"is_fork": false,
"size_kb": 2097,
"has_wiki": false,
"homepage": null,
"languages": {
"Python": 5012526
},
"pushed_at": "2026-07-28T13:35:08Z",
"created_at": "2026-05-15T10:56:00Z",
"owner_type": "User",
"updated_at": "2026-07-28T14:33:57Z",
"description": "Hermes Agent memory plugin/provider for scope-aware recall, SQLite truth, LanceDB semantic search, and hybrid retrieval.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": "Joyjoy",
"type": "User",
"login": "410979729",
"company": null,
"location": null,
"followers": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/271412939?v=4",
"created_at": "2026-03-27T02:57:38Z",
"is_verified": null,
"public_repos": 7,
"account_age_days": 123
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v1.8.2",
"kind": "patch",
"published_at": "2026-07-28T13:41:22Z"
},
{
"tag": "v1.8.1",
"kind": "patch",
"published_at": "2026-07-23T15:10:00Z"
},
{
"tag": "v1.7.2",
"kind": "patch",
"published_at": "2026-07-12T17:32:23Z"
},
{
"tag": "v1.7.1",
"kind": "patch",
"published_at": "2026-07-08T16:28:34Z"
},
{
"tag": "v1.7.0",
"kind": "minor",
"published_at": "2026-07-08T05:11:09Z"
},
{
"tag": "v1.6.3",
"kind": "patch",
"published_at": "2026-07-07T12:18:08Z"
},
{
"tag": "v1.6.2",
"kind": "patch",
"published_at": "2026-07-07T10:12:05Z"
},
{
"tag": "v1.6.1",
"kind": "patch",
"published_at": "2026-06-30T05:18:50Z"
},
{
"tag": "v1.6.0",
"kind": "minor",
"published_at": "2026-06-29T17:32:35Z"
},
{
"tag": "v1.5.4",
"kind": "patch",
"published_at": "2026-06-26T16:52:50Z"
},
{
"tag": "v1.5.3",
"kind": "patch",
"published_at": "2026-06-26T09:28:28Z"
},
{
"tag": "v1.5.2",
"kind": "patch",
"published_at": "2026-06-25T10:00:12Z"
},
{
"tag": "v1.5.1",
"kind": "patch",
"published_at": "2026-06-24T14:13:06Z"
},
{
"tag": "v1.5.0",
"kind": "minor",
"published_at": "2026-06-24T13:57:30Z"
},
{
"tag": "v1.4.5",
"kind": "patch",
"published_at": "2026-06-24T08:14:06Z"
},
{
"tag": "v1.4.4",
"kind": "patch",
"published_at": "2026-06-23T04:54:19Z"
},
{
"tag": "v1.4.3",
"kind": "patch",
"published_at": "2026-06-20T10:43:29Z"
},
{
"tag": "v1.4.0",
"kind": "minor",
"published_at": "2026-06-17T15:47:19Z"
},
{
"tag": "v1.3.0",
"kind": "minor",
"published_at": "2026-06-14T15:38:04Z"
},
{
"tag": "v1.2.1",
"kind": "patch",
"published_at": "2026-06-14T15:05:37Z"
},
{
"tag": "v1.2.0",
"kind": "minor",
"published_at": "2026-06-14T14:16:56Z"
},
{
"tag": "v1.1.2",
"kind": "patch",
"published_at": "2026-06-14T10:33:54Z"
},
{
"tag": "v1.1.1",
"kind": "patch",
"published_at": "2026-06-14T09:36:35Z"
},
{
"tag": "v1.1.0",
"kind": "minor",
"published_at": "2026-06-14T07:57:54Z"
},
{
"tag": "v1.0.16",
"kind": "patch",
"published_at": "2026-06-14T03:51:06Z"
},
{
"tag": "v1.0.15",
"kind": "patch",
"published_at": "2026-06-13T16:49:58Z"
},
{
"tag": "v1.0.14",
"kind": "patch",
"published_at": "2026-06-13T14:09:17Z"
},
{
"tag": "v1.0.13",
"kind": "patch",
"published_at": "2026-06-13T12:39:58Z"
},
{
"tag": "v1.0.12",
"kind": "patch",
"published_at": "2026-06-12T11:00:16Z"
},
{
"tag": "v1.0.11",
"kind": "patch",
"published_at": "2026-06-11T11:23:00Z"
},
{
"tag": "v1.0.10",
"kind": "patch",
"published_at": "2026-06-10T17:54:40Z"
},
{
"tag": "v1.0.9",
"kind": "patch",
"published_at": "2026-06-09T13:35:36Z"
},
{
"tag": "v1.0.8",
"kind": "patch",
"published_at": "2026-06-03T04:59:19Z"
},
{
"tag": "v1.0.7",
"kind": "patch",
"published_at": "2026-06-03T03:54:57Z"
},
{
"tag": "v1.0.6",
"kind": "patch",
"published_at": "2026-06-01T12:18:12Z"
},
{
"tag": "v1.0.5",
"kind": "patch",
"published_at": "2026-05-31T20:01:26Z"
},
{
"tag": "v1.0.4",
"kind": "patch",
"published_at": "2026-05-31T13:22:11Z"
},
{
"tag": "v1.0.3",
"kind": "patch",
"published_at": "2026-05-20T04:12:18Z"
},
{
"tag": "v1.0.2",
"kind": "patch",
"published_at": "2026-05-18T08:44:52Z"
},
{
"tag": "v1.0.1",
"kind": "patch",
"published_at": "2026-05-15T15:08:55Z"
},
{
"tag": "v1.0.0",
"kind": "major",
"published_at": "2026-05-15T12:24:11Z"
}
],
"recent_commits": [
{
"oid": "c72b8862040a92d9e3298a1b14b1ebfe1854ba57",
"body": null,
"is_bot": false,
"headline": "ci: preserve Ruff lint contract across 0.16",
"author_name": "Joyjoy",
"author_login": "410979729",
"committed_at": "2026-07-28T12:57:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1d9aa2e3efeccc9522c255532999063848665163",
"body": "Add observable embedder readiness and immutable-space fallback, semantic retention profiles and cross-session recall coverage, llama.cpp-compatible tool schemas, transcript overlap and secret redaction gates, vector bootstrap compensation, and release artifact checks.",
"is_bot": false,
"headline": "release: prepare Scope Recall 1.8.2",
"author_name": "Joyjoy",
"author_login": "410979729",
"committed_at": "2026-07-28T12:39:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c4ff87de65cbd25f905783b8171b1a5a9ae58a38",
"body": "Make the dependency-free SQLite companion portable to Windows, close rollback-test database handles, make optional entity coverage deterministic, and align clean-build and release metadata contracts.",
"is_bot": false,
"headline": "fix: harden Scope Recall 1.8.1 portability",
"author_name": "Joyjoy",
"author_login": "410979729",
"committed_at": "2026-07-23T14:07:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "51b7c5d6f874c2c12f542a5ad037615628b650d3",
"body": "Add temporal fact evolution, reflection, bounded relation/vector maintenance, hardened installer lifecycle, and expanded release/audit gates.",
"is_bot": false,
"headline": "release: prepare Scope Recall 1.8.0",
"author_name": "Joyjoy",
"author_login": "410979729",
"committed_at": "2026-07-23T13:13:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0a7f11c781caf2297e27791d3019d7fc5e689171",
"body": "Preserve the original contributor commit and attribution. A maintainer hardening follow-up is tracked in the Scope Recall 1.8.0 candidate.",
"is_bot": false,
"headline": "Merge pull request #28 from df-5c/fix/secret-patterns-token-boundary",
"author_name": "Joyjoy",
"author_login": "410979729",
"committed_at": "2026-07-20T18:21:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aa3b7b48f671758773fba09cef0049a9966ecabe",
"body": "…TTERNS\n\nThe regex in SECRET_PATTERNS matches the keyword without a\npreceding word-boundary assertion, causing false positives on variable\nnames that end in (e.g. , ).\n\nAdd (?<![a-zA-Z_]) before so only standalone occurrences are\nflagged, not compound identifier suffixes.",
"is_bot": false,
"headline": "fix(capture_filters): add word boundary to token pattern in SECRET_PA…",
"author_name": "DF-5C",
"author_login": "df-5c",
"committed_at": "2026-07-19T16:15:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "af47536981097dc44f122f7de7fb3e6cf35bb7f4",
"body": "Accept df-5c’s vector-only threshold and configurable embedding connection retry contribution. Follow-up 1.8.0 hardening will land separately.",
"is_bot": false,
"headline": "Merge pull request #27 from df-5c/fix/lower-vector-only-min-score",
"author_name": "Joyjoy",
"author_login": "410979729",
"committed_at": "2026-07-18T15:29:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "40450f198ddcab8f462dab4482348db6a498397d",
"body": "Previously the retry delays were hardcoded ([2.0, 4.0, 8.0]), which may\nnot suit all deployments. Now is an optional\nconfig field in the embedder section. When unset, no retries occur.",
"is_bot": false,
"headline": "refactor: make connection retry delays configurable via embedder config",
"author_name": "df-5c",
"author_login": "df-5c",
"committed_at": "2026-07-17T22:18:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d9102325cb88e98f85798d5ee48243170f41cf79",
"body": "When the embedding server is not yet ready (e.g. llama.cpp Hub's on-demand\nauto-load), the first request fails with a connection error. The embedder now\nretries up to 3 times with 2s/4s/8s delays before falling back, giving\non-demand loaders time to start.",
"is_bot": false,
"headline": "fix: add connection retry with backoff to OpenAI-compatible embedder",
"author_name": "df-5c",
"author_login": "df-5c",
"committed_at": "2026-07-17T21:44:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "23974741535e9d61afccecae1b3559f866f852e5",
"body": "0.68 is too restrictive for bge-m3 Q8_0 embeddings (1024-dim,\nOpenAI-compatible). The typical cosine distance for relevant\nmatches is ~0.57, yielding a vector score of ~0.43 — well below\n0.68. This caused all vector-only candidates to be silently\nrejected, effectively disabling semantic retrieval fo\n[…]\nt to 0.30 brings it in line with the\nmin_score (0.18) and vector_min_score (0.12) thresholds,\nallowing bge-m3 and similar embedding models to surface\nvector-only hits when they are genuinely relevant.",
"is_bot": false,
"headline": "fix: lower default vector_only_min_score from 0.68 to 0.30",
"author_name": "df-5c",
"author_login": "df-5c",
"committed_at": "2026-07-17T20:35:37Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "797b028601d0e48cf2c7727e06e9e3eb94e7e464",
"body": null,
"is_bot": false,
"headline": "修复无向量代时的 hard-delete 边界",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-07-12T16:08:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2f884de7ca477d16752594267c8e66cd44b94015",
"body": null,
"is_bot": false,
"headline": "完善 scope-recall 1.7.2 生命周期与发布边界",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-07-12T15:26:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "36ad121501813e0d0da373c77099eea4dadffd65",
"body": null,
"is_bot": false,
"headline": "发布 scope-recall 1.7.1 补丁",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-07-08T16:19:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4d88d081b4d4763421f882f2775f4bc6827541c7",
"body": null,
"is_bot": false,
"headline": "Release scope-recall 1.7.0 productization",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-07-08T05:01:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5e0a33b2233aaa6efe97d6b370c101e11236e1a8",
"body": null,
"is_bot": false,
"headline": "Fix scope-recall SQLite store recovery",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-07-07T12:10:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2ec6526bab4e55cb17c48f0aae487b75a4c5518c",
"body": null,
"is_bot": false,
"headline": "Prepare scope-recall 1.6.2 release",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-07-07T10:03:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7e78015eab00afb61685a08096a959d201040d65",
"body": "Fix scoped candidate and governance reporting semantics, strengthen freshness/forgetting consistency, and add experience quality guardrails.\n\nAdd regression coverage for scope isolation, capture filters, task closure evidence, freshness reports, metadata refs, and release gates.",
"is_bot": false,
"headline": "Harden scope recall governance boundaries",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-07-03T11:05:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0d8128d679a82d119b90549d6395a79ba1d11ced",
"body": "Co-authored-by: Yuheng <410979729+hermes-yuheng@users.noreply.github.com>",
"is_bot": false,
"headline": "feat(graph): add relation backfill benchmark (#22)",
"author_name": "Joyjoy",
"author_login": "410979729",
"committed_at": "2026-07-02T03:51:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eddd140413bdd2a132bb953440e1c1ec0e64b286",
"body": null,
"is_bot": false,
"headline": "Use customer-facing release documentation wording",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-30T05:47:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "17427f1401b15085f6b3e23b05e081fb2f943194",
"body": null,
"is_bot": false,
"headline": "Release scope-recall v1.6.1",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-30T05:10:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6a1fbf080ce81c68e6be09d586bc7620aa51d75c",
"body": null,
"is_bot": false,
"headline": "Harden public documentation and release hygiene",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-30T01:52:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3f7484ee04f1dc73540c75bee217f67045cee9c2",
"body": null,
"is_bot": false,
"headline": "Document scope-recall source invariants and test contracts",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-30T01:36:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "74715748ee6358b69ebecf58390e4e4836a7e15d",
"body": null,
"is_bot": false,
"headline": "ci: tolerate tag-publish trusted-publisher fallback",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-29T17:43:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9b347ba38819eafa401ab8bb8b1d7147b83e8cff",
"body": null,
"is_bot": false,
"headline": "ci: install Hermes runtime in release gates",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-29T17:25:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7b1fc98a01510cb312b7c6cfdd14e4ea35e34dbf",
"body": "Promote Scope Recall to v1.6.0 with expanded Experience, journal recovery, governance, dashboard, packaging, and release-gate coverage.\n\nIncludes OpenRouter embedding encoding_format=float and SQLite busy-timeout regressions, updated release-readiness evidence, and new operator docs/tests/fixtures.",
"is_bot": false,
"headline": "release: prepare scope-recall v1.6.0",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-29T17:12:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "53c47f4f7fc37d56e0f752aee99f507802a592ae",
"body": null,
"is_bot": false,
"headline": "refactor: modularize scope recall release internals",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-26T16:09:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04b22efa005ff5587b509a826c690359e272961f",
"body": null,
"is_bot": false,
"headline": "fix(memory): harden lifecycle promotion release",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-26T09:22:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6c55d987b62412915d5a8170d13b2f6b81f7f693",
"body": "Co-authored-by: 410979729 <271412939+410979729@users.noreply.github.com>",
"is_bot": false,
"headline": "fix(tools): add compact schema profile (#21)",
"author_name": "Joyjoy",
"author_login": "410979729",
"committed_at": "2026-06-25T14:08:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "30dc58c62664beaff081fac0bed9eb86d99872a6",
"body": "Merge PR #20 after re-audit: journal digest low-value gate plus explicit secret-index schema opt-in. Verified with ruff, pyright, full pytest, strict release gate, invariant probe, and 6/6 PR CI.",
"is_bot": false,
"headline": "fix(memory): gate low-value digest promotions",
"author_name": "Joyjoy",
"author_login": "410979729",
"committed_at": "2026-06-25T13:10:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ef590be482ae43f518e7c33fde4f5548b468a351",
"body": null,
"is_bot": false,
"headline": "chore: release scope-recall v1.5.2",
"author_name": "Joyjoy",
"author_login": "410979729",
"committed_at": "2026-06-25T09:52:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b1389d1e4d7b5d335839eecfdec2724c4787f62f",
"body": "Merge Recall Funnel observability, synthetic retrieval regression benchmarks, retrieval.top_k defaults, and release-audit hardening.",
"is_bot": false,
"headline": "feat(retrieval): add Recall Funnel benchmarks",
"author_name": "Joyjoy",
"author_login": "410979729",
"committed_at": "2026-06-25T09:42:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "55c119491e7787b19a9dc8f96d20fdf2d5fe2934",
"body": null,
"is_bot": false,
"headline": "fix: allow CI scratch in strict release gate",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-24T14:07:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "de4c380a67e95701d4e286e91cf0dca9725aa453",
"body": null,
"is_bot": false,
"headline": "feat: release scope-recall v1.5.0 governance safety",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-24T13:52:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "74a0f3a55e511a4d66927e015d447cc3ba7d2980",
"body": null,
"is_bot": false,
"headline": "chore: release scope-recall v1.4.5",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-24T08:13:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "671bf9d66eaf424d20c91db7434d94d51a94bd47",
"body": null,
"is_bot": false,
"headline": "chore: release scope-recall v1.4.4",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-23T04:54:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8f06bd0faa186030bdf6a45941a4a1b011397f4d",
"body": null,
"is_bot": false,
"headline": "fix: harden vector setup and session dump handling",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-23T04:25:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ab66d592eaa0248d269d6fb923f0759d2d53c9d9",
"body": null,
"is_bot": false,
"headline": "docs(scope-recall): clarify v1.4.3 release notes",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-20T10:52:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b03d2019ddf3558f9e407537f6b62789ce2d872d",
"body": null,
"is_bot": false,
"headline": "fix(scope-recall): harden experience promotion v1.4.3",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-20T10:36:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d4807fe50ca0d5d05f27cdc4372f01d90bf7a94c",
"body": null,
"is_bot": false,
"headline": "fix(scope-recall): make auto promotion auditable",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-20T04:05:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "946744e7053b4a747d6f0c57086f7bfe58d678e2",
"body": null,
"is_bot": false,
"headline": "fix(scope-recall): stabilize promotion governance",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-19T09:59:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "77eb49a422244d1c89faa8bb02848e0fb06edd2f",
"body": null,
"is_bot": false,
"headline": "fix(scope-recall): redact masked provider keys",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-17T14:34:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6c4e67d8e4e1b2c30c32325f1b410a409d7b6588",
"body": null,
"is_bot": false,
"headline": "fix(scope-recall): redact journal digest errors",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-17T14:07:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "69e91afe3f6f98c24ac07a3c8b70a5a6168ecf5a",
"body": null,
"is_bot": false,
"headline": "fix(scope-recall): harden journal backlog ingestion",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-17T13:54:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d461e8c388b3bb1bdbd5de0a16d008fde2d2a78d",
"body": null,
"is_bot": false,
"headline": "feat(scope-recall): add automatic experience promotion and forgetting",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-17T09:32:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e3c4c10e8b153193941af5ff0a11c3a5cf9874ca",
"body": null,
"is_bot": false,
"headline": "feat: add compact profile surface",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-14T15:37:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fe9c8d366fc470255f6788dbdedba3081a6aee6b",
"body": null,
"is_bot": false,
"headline": "fix: preserve inline attachment context",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-14T15:05:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "13935283ccde9ce6bffc23e2b4440d346bf39f3f",
"body": null,
"is_bot": false,
"headline": "feat: stage journal entries before compression",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-14T14:16:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "88e2849240faa200a270e5773074ddb7beda68a8",
"body": null,
"is_bot": false,
"headline": "Sanitize image attachment markers before capture",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-14T10:33:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "383a79cea2a45120689d71ca5060494b40a5c25e",
"body": null,
"is_bot": false,
"headline": "Fix assistant-only journal quality gate",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-14T09:36:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d64c98b3fbe73d8348681a72d4a537f4c3632557",
"body": null,
"is_bot": false,
"headline": "Add PyPI trusted publishing workflow",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-14T08:59:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6c63636b40706b455813fbf748dec9a74e7ecfee",
"body": null,
"is_bot": false,
"headline": "Release scope-recall v1.1.0",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-14T07:57:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "95368012a8ce0e0007494015539737246c49e5db",
"body": null,
"is_bot": false,
"headline": "Release scope-recall v1.0.16",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-14T03:50:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d42110377c15aa5a978e25b2ddc4caaeaed7dc58",
"body": null,
"is_bot": false,
"headline": "Update GitHub Actions for Node 24",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-13T17:30:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "690f2b99ee6d9192fa4665eb829e4319ad0472c2",
"body": null,
"is_bot": false,
"headline": "Release scope-recall v1.0.15",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-13T16:49:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0a328477c4e201c343efed04ef37b9bd569673d9",
"body": null,
"is_bot": false,
"headline": "Release scope-recall v1.0.14",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-13T14:09:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8a3d19eaf9d7f4e5638a6644973ef2336fa0cb04",
"body": null,
"is_bot": false,
"headline": "Release scope-recall v1.0.13",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-13T12:35:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "afbb57476ca0294e2e74d650c413e598b8dccad4",
"body": null,
"is_bot": false,
"headline": "feat: add journal-first digest and retrieval fusion",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-12T10:58:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "47ba0b4574ae2ba4aee659069c9fb0b2e55115f6",
"body": null,
"is_bot": false,
"headline": "fix: filter background process notifications from capture",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-11T17:29:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d33a8b31686d3f805d03d8122cd203edf6f7e7ab",
"body": null,
"is_bot": false,
"headline": "fix: disable raw user turn capture by default",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-11T17:19:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "98c35e750bf7c500d02cdec071b11323989b48fc",
"body": "Add optional MiniMax embo-01 embedding support with document/query request-type separation, optional GroupId compatibility, public configuration docs, and release metadata alignment to 1.0.11.\\n\\nVerified locally with pytest and scripts/check.release.py; PR CI run 27321679825 passed on Python 3.11 and 3.12.\\n\\nCo-authored-by: Asanilo <ktszxk@outlook.com>",
"is_bot": false,
"headline": "feat: add MiniMax embo-01 embedder",
"author_name": "Asanilo",
"author_login": "Asanilo",
"committed_at": "2026-06-11T03:27:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4802dad1ae54ae52d9aa9a681b4719752e020303",
"body": null,
"is_bot": false,
"headline": "Add artifact anchors and secret index memory",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-10T17:12:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fcd4ee7972f6fab3d80cd2a2f6e3654ea9c6e2aa",
"body": null,
"is_bot": false,
"headline": "docs: rename repository for Hermes implementation",
"author_name": "410979729",
"author_login": "410979729",
"committed_at": "2026-06-10T02:12:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ee2964668a9dee1609b0ebb25163fdc6789ea41e",
"body": null,
"is_bot": false,
"headline": "ci: install release gate lint dependency",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-09T17:37:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f8219a6f928e043717d5c3b3cf90bc3d7daab5e2",
"body": null,
"is_bot": false,
"headline": "chore: tighten release hygiene",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-09T17:31:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "613b1d854ea11b8082f09fb1af019dcf8daec0d8",
"body": null,
"is_bot": false,
"headline": "feat: add native-free sqlite vector backend",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-09T13:33:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8e3e645a38f478c6cdb0bcd00a35c45e46502b06",
"body": null,
"is_bot": false,
"headline": "Reword scope-recall V1 scope docs",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-03T05:13:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d6bc188b73dd83f99b718b9a892cfc1278030dc6",
"body": null,
"is_bot": false,
"headline": "Release scope-recall v1.0.8",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-03T04:41:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "625a7c3256ee89b812e34639754b8374873bd8e0",
"body": null,
"is_bot": false,
"headline": "Release scope-recall v1.0.7",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-03T03:46:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8102c89a7f2f8455192e30935073c1180f3c97bd",
"body": null,
"is_bot": false,
"headline": "fix: make release workflow idempotent",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-01T13:23:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d398f03fb95c10c20e31366e07e62bb0c5674b7b",
"body": null,
"is_bot": false,
"headline": "feat: release scope-recall v1.0.6",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-06-01T12:17:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "66e557c78729105b3f5d734f4656237ea5f95b5e",
"body": null,
"is_bot": false,
"headline": "docs: sync scope-recall public capability wording",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-31T20:15:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ee5fc4c7a0239c9b8255bb993355738da6983781",
"body": null,
"is_bot": false,
"headline": "ci: add auto-release workflow on tag push",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-31T20:02:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "da945511764b22e0695db2e7b833bd80bf1b7331",
"body": "…1.0.5)\n\n- Add nightly_digest.py: profile-scoped daily digest pipeline with\n LLM + heuristic extraction, semantic dedup, dry-run, vector sync,\n and digest run/source ledger tables\n- Add scripts/nightly-digest.py: thin CLI wrapper\n- Add tests/test_nightly_digest.py: 4 regression tests (all pass)\n- \n[…]\nete_rows\n- governance: extend memory_types (7→12), new aliases for digest types\n- Bump to 1.0.5 (plugin.yaml, pyproject.toml)\n- Update docs: CHANGELOG, DESIGN, README, stability contract, release gate",
"is_bot": false,
"headline": "feat: nightly conversation digest for durable memory consolidation (v…",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-31T19:47:05Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "1f1f90aa874640642a744c4d8be791998f80439a",
"body": "Added:\n- graph.py: entity extraction (regex), memory_entities + memory_feedback tables,\n entity backfill, quality weight, entity overlap bonus, compact context rendering\n- 4 new tools: scope_recall_context, scope_recall_probe, scope_recall_related,\n scope_recall_feedback\n- BM25 ranking for SQLite \n[…]\nmory handlers\n- schemas.py: 4 new tool JSON schemas\n- sql_store.py: calls ensure_graph_schema, sync_memory_entities on init\n\nTests: 117 passed (includes graph context/feedback tools + BM25 regression)",
"is_bot": false,
"headline": "feat: entity graph, trust feedback, BM25 hybrid retrieval (v1.0.4)",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-31T12:56:01Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "767c18877708dd581c8516827619e86046229aef",
"body": "Disable vector sync for the storage-only operator dedupe regression and assert duplicate fixture writes through the provider path. Reword DESIGN follow-up guidance so the public docs avoid reviewer-specific cleanup language.",
"is_bot": false,
"headline": "test: refine governance regression fixtures",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-20T10:11:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "96b38efea364140c6270dede2dc94ce185ed11b1",
"body": "Add regression coverage for length-framed scope identifiers and operator cross-scope dedupe semantics. Polish public documentation around Scope Recall's quality promises, scope isolation, and release boundaries without changing the 1.0.3 version line.",
"is_bot": false,
"headline": "test: lock scope isolation regression coverage",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-20T08:57:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04d18df5349b0cd5244ae77e5ab76728ce65c1e4",
"body": null,
"is_bot": false,
"headline": "fix: raise vector-only recall confidence gate",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-20T07:18:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "98a6f57df9cb64854b1af7d81d994a10e3ffd440",
"body": null,
"is_bot": false,
"headline": "fix: tighten scope recall retrieval hygiene",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-20T07:03:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a2a8e52b6dce322071f7ce946d59278b276b6758",
"body": null,
"is_bot": false,
"headline": "fix: reject gateway recovery wrappers",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-20T05:40:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a395e501188a406fd8218b5b2814fad113bcbc33",
"body": null,
"is_bot": false,
"headline": "Release scope-recall 1.0.3",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-20T04:12:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2503eefd1a79701552a3d2f8a20261f966df21fd",
"body": null,
"is_bot": false,
"headline": "fix: isolate Gemini embedding credential",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-20T02:29:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8c29c3dd00d47f0615b230d143ad92af3a815f95",
"body": null,
"is_bot": false,
"headline": "feat: add structured memory classification metadata",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-19T18:36:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0443d60c5e622ab08e8a2336c358bb00901cbcd5",
"body": null,
"is_bot": false,
"headline": "fix: harden scope-recall FTS hygiene",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-19T04:29:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d1288d5841628dec388a120b55ba32359b0acf0c",
"body": null,
"is_bot": false,
"headline": "Release scope-recall 1.0.2",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-18T08:44:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "881428ab77146f24c49f4ce6b74e5e28ac8d6540",
"body": null,
"is_bot": false,
"headline": "Release scope-recall 1.1.0",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-18T08:09:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "68239d84e5ac11bd8256a23926d5fa2f3680710e",
"body": null,
"is_bot": false,
"headline": "fix: harden memory governance contract",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-18T07:32:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e0d380a2524b5f98cf8bb061f210e28bd182050a",
"body": null,
"is_bot": false,
"headline": "feat: harden memory capture hygiene",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-18T05:36:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a2b7081a61b8c86a6ac488758834d6513bc1721a",
"body": null,
"is_bot": false,
"headline": "Fix structured sync_turn content",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-16T20:26:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b6a65568a586a6de44e4606908c122f50914ae37",
"body": null,
"is_bot": false,
"headline": "Fix merge source accessibility checks",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-16T06:44:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "488690ee886db9cd5701771f66d58815a9a64c55",
"body": null,
"is_bot": false,
"headline": "Fix scope recall durable memory boundaries",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-16T05:46:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b71ccbda9c53bdd47eadde454c0701f789133bfe",
"body": null,
"is_bot": false,
"headline": "fix: harden scope recall v1.0.1 release",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-16T03:59:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c3db55dc07900ed37b5e9b1d80accd67cb2f14a6",
"body": null,
"is_bot": false,
"headline": "docs: align release maturity wording",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-15T15:07:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "28a4b74ba9ca009fa769ebec4e6c1dc40d2eae45",
"body": null,
"is_bot": false,
"headline": "fix: harden scope recall release readiness",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-15T13:47:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3a627b21f80b1e6f0e4486ee53e50fa86287b58d",
"body": null,
"is_bot": false,
"headline": "fix: keep release scan scoped to plugin sources",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-15T12:22:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "72dcc2166fee356b9ae176f44686e83167b6fd0b",
"body": null,
"is_bot": false,
"headline": "fix: align CI release gate with Hermes runtime",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-15T12:18:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "225ffa3e085fd8200e234f68ee7f2f186bc8f541",
"body": "This reverts commit c731c3a6be555e7e381eb2ef4e172026c6d60122.",
"is_bot": false,
"headline": "Revert \"chore: omit CI workflow until workflow scope is granted\"",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-15T12:09:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c731c3a6be555e7e381eb2ef4e172026c6d60122",
"body": null,
"is_bot": false,
"headline": "chore: omit CI workflow until workflow scope is granted",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-15T11:05:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d84dafd64b439cf7cad9bfdb2cb6ff66b71fe98d",
"body": null,
"is_bot": false,
"headline": "docs: polish public release README",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-15T10:55:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6eb5467d468254d3faee9caf95597fb298b6c022",
"body": null,
"is_bot": false,
"headline": "feat: release scope-recall v1.0.0",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-15T10:29:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "510cb08d7ae8233af4cf28a84838f6f915e4631f",
"body": null,
"is_bot": false,
"headline": "feat: prepare scope-recall for public release",
"author_name": "Yuheng",
"author_login": "yuheng",
"committed_at": "2026-05-14T14:06:56Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 41,
"commits_last_year": 98,
"latest_release_at": "2026-07-28T13:41:22Z",
"latest_release_tag": "v1.8.2",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 11,
"days_since_latest_release": 0,
"mean_days_between_releases": 3.5
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 71,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "hermes-scope-recall",
"exists": true,
"license": "MIT",
"keywords": [
"hermes",
"memory",
"sqlite",
"lancedb",
"plugin",
"vector",
"Development Status :: 4 - Beta",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/hermes-scope-recall/",
"is_deprecated": false,
"latest_version": "1.8.2",
"repository_url": "https://github.com/410979729/scope-recall-hermes",
"versions_count": 21,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2026-06-14T13:51:45.390921Z",
"latest_published_at": "2026-07-28T13:48:39.254822Z",
"latest_version_yanked": null,
"days_since_latest_publish": 0
}
]
},
"popularity": {
"forks": 16,
"stars": 196,
"watchers": 1,
"fork_history": {
"days": [
{
"date": "2026-05-21",
"count": 2
},
{
"date": "2026-05-28",
"count": 1
},
{
"date": "2026-06-07",
"count": 2
},
{
"date": "2026-06-08",
"count": 2
},
{
"date": "2026-06-09",
"count": 1
},
{
"date": "2026-06-10",
"count": 1
},
{
"date": "2026-06-24",
"count": 1
},
{
"date": "2026-07-07",
"count": 1
},
{
"date": "2026-07-12",
"count": 1
},
{
"date": "2026-07-14",
"count": 1
},
{
"date": "2026-07-17",
"count": 1
},
{
"date": "2026-07-27",
"count": 2
}
],
"complete": true,
"collected": 16,
"total_forks": 16
},
"star_history": null,
"open_issues_and_prs": 0
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"py.typed"
],
"toolchain_manifests": [],
"largest_source_bytes": 147612,
"source_files_sampled": 337,
"oversized_source_files": 12,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"advisories": {
"error": null,
"scope": null,
"source": null,
"findings": [],
"collected": false,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 0,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "PyYAML",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=6.0"
},
{
"name": "jsonschema",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=4.22"
}
],
"all_dependencies": {
"error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"source": null,
"packages": [],
"collected": false,
"truncated": false,
"total_count": null,
"direct_count": null,
"indirect_count": null
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 7,
"open_issues": 0,
"closed_ratio": 1,
"closed_issues": 21,
"closed_unmerged_prs": 3
},
"bus_factor": 1,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "yuheng",
"commits": 83,
"avatar_url": "https://avatars.githubusercontent.com/u/210850?v=4"
},
{
"type": "User",
"login": "410979729",
"commits": 12,
"avatar_url": "https://avatars.githubusercontent.com/u/271412939?v=4"
},
{
"type": "User",
"login": "df-5c",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/59383068?v=4"
},
{
"type": "User",
"login": "Asanilo",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/138306761?v=4"
}
],
"contributors_sampled": 4,
"top_contributor_share": 0.83
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"ci.yml",
"pypi.yml",
"release.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 6,
"reason": "3 out of 5 merged PRs checked by a CI test -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 0,
"reason": "Found 2/26 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 0,
"reason": "project has 0 contributing companies or organizations -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 0,
"reason": "no update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 0,
"reason": "project was created within the last 90 days. Please review its contents carefully",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 4,
"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": 0,
"reason": "Project has not signed or included provenance with any releases.",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "c72b8862040a92d9e3298a1b14b1ebfe1854ba57",
"ran_at": "2026-07-28T15:21:17Z",
"aggregate_score": 3.4,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": true,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-28T13:48:49Z",
"oldest_open_prs": [],
"last_merged_pr_at": "2026-07-20T18:21:22Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": []
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/410979729/scope-recall-hermes",
"host": "github.com",
"name": "scope-recall-hermes",
"owner": "410979729"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": "The weighted overall 56 is calibrated to 59 on the published index scale (record calibration 2026-08-02).",
"notes": [
{
"code": "overall_calibration",
"params": {
"raw": 56,
"calibrated": 59,
"calibration": "2026-08-02"
}
}
],
"value": 59,
"inputs": {
"security": 34,
"vitality": 73,
"community": 58,
"governance": 50,
"calibration": "2026-08-02",
"engineering": 66,
"ai_readiness": 42,
"weighted_overall_raw": 56
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "good",
"name": "Vitality",
"value": 73,
"weight": 0.21,
"metrics": [
{
"key": "development_activity",
"band": "moderate",
"name": "Development activity",
"note": null,
"notes": [],
"value": 62,
"inputs": {
"commits_last_year": 98,
"human_commit_share": 1,
"days_since_last_push": 0,
"active_weeks_last_year": 11
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "11/52 weeks with commits",
"points": 7.6,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 11
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "98 commits in the last year",
"points": 17.9,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 98
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "project was created within the last 90 days. Please review its contents carefully",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"releases_count": 41,
"latest_release_tag": "v1.8.2",
"releases_from_tags": false,
"days_since_latest_release": 0,
"mean_days_between_releases": 3.5
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "41 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 41
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~3.5 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 3.5
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "exceptional",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "repository_too_young",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 58,
"weight": 0.17,
"metrics": [
{
"key": "popularity",
"band": "weak",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 47,
"inputs": {
"forks": 16,
"stars": 196,
"watchers": 1,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "196 stars",
"points": 37.1,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 196
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "16 forks",
"points": 9.8,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 16
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "1 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 1
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 70,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": null,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"readme_badge_services": [],
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 50,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 18,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 4,
"top_contributor_share": 0.83
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 83% of commits",
"points": 3.8,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 83
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "4 contributors",
"points": 5.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 4
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"newcomer_pr_acceptance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 72,
"inputs": {
"merged_prs": 7,
"open_issues": 0,
"closed_issues": 21,
"prs_merged_7d": null,
"prs_decided_7d": null,
"prs_merged_30d": null,
"prs_decided_30d": null,
"issue_closed_ratio": 1,
"closed_unmerged_prs": 3,
"first_time_authors_30d": null,
"first_time_prs_merged_30d": null,
"first_time_prs_decided_30d": null
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "100% of issues closed",
"points": 42,
"status": "met",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 100
}
}
],
"max_points": 42
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "7/10 decided PRs merged",
"points": 21,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 7,
"decided": 10
}
}
],
"max_points": 30
},
{
"key": "newcomer_pr_acceptance",
"name": "Newcomer PR acceptance",
"detail": "no first-time contributor's PR decided in 30d",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_newcomer_prs",
"params": {
"days": 30
}
}
],
"max_points": 13
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 2/26 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "at_risk",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 27,
"inputs": {
"followers": 3,
"owner_type": "User",
"is_verified": null,
"owner_login": "410979729",
"public_repos": 7,
"account_age_days": 123
},
"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": "3 followers of 410979729",
"points": 4.3,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 3,
"login": "410979729"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "7 public repos, account ~0 yr old",
"points": 7.2,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 7
}
},
{
"code": "account_age_years",
"params": {
"years": 0
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "exceptional",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"hermes-scope-recall"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "21 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 21
}
}
],
"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": 66,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
}
}
],
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "3 out of 5 merged PRs checked by a CI test -- score normalized to 6",
"points": 12,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [
"ai-memory",
"hermes-agent",
"hermes-plugin",
"hybrid-retrieval",
"lancedb",
"memory",
"sqlite",
"vector-search",
"agent",
"ai-agent",
"hermes",
"python",
"scope-isolation",
"llm-agent",
"memory-plugin",
"scope-recall"
],
"has_wiki": false,
"homepage": null,
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "16 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 16
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 34,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": null,
"notes": [],
"value": 34,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 18,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 0,
"scorecard_aggregate": 3.4
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "3 out of 5 merged PRs checked by a CI test -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 2/26 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "project was created within the last 90 days. Please review its contents carefully",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 2,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"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": "weak",
"name": "AI Readiness",
"value": 42,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "weak",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 37,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.7,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "70 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 37.3,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 70,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 33,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
"py.typed"
],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 147612,
"source_files_sampled": 337,
"oversized_source_files": 12
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "12/337 source files over 60KB",
"points": 53,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 337,
"oversized": 12
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "weak",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"labels": [
"library",
"plugin"
],
"scores": {
"plugin": 4,
"library": 6
},
"primary": "library",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:pypi",
"weight": 6
},
{
"tier": "description",
"label": "plugin",
"source": "description:plugin",
"weight": 2
},
{
"tier": "tags",
"label": "plugin",
"source": "tag:plugin",
"weight": 2
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": true,
"runs_as_process": false,
"consumed_by_code": true
},
"metrics_version": "2.3.1"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index pypi:hermes-scope-recall@1.8.2; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-28T15:21:28.564500Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/4/410979729/scope-recall-hermes.svg",
"full_name": "410979729/scope-recall-hermes",
"license_state": "standard",
"license_spdx": "MIT"
}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 v2.3.1, esquema v0.27.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — PyPI.