Registro públicoBueno
Informe de salud del softwareesquema 0.27.0 · métricas 2.3.1 · 2026-07-28 22:18 UTC
chainreactors / aiscan
AI-driven pi-like agent for cyber security — single binary for pentest, red team, bug bounty
chainreactors/aiscan tiene un índice de salud de 65 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es AI Readiness (82/100) y la más baja, Security (36/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.
65
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.
65
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 60 se calibra a 65 en la escala publicada del índice (calibración del registro 2026-08-02).
Titularidad
chainreactorsOrganización
1001 seguidores61 repositorios públicosdesde abr 2022
Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.
Ecosistemas de paquetes
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación |
|---|---|---|---|---|---|
| Go | github.com/chainreactors/aiscan | v0.2.8 | - | 60 | hace 27 días |
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 |
| 8.3/36 | Cadencia de commits — 12/52 semanas con commits |
| 18/18 | Volumen de commits — 554 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 | 554 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 12 |
Disciplina de publicación
90Excelente
Cómo se puntúa
| 27/27 | Publica versiones — 13 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 0 días |
| 27/27 | Cadencia de publicación — una versión cada ~5,6 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Datos de entrada utilizados
| releases_count | 13 |
| latest_release_tag | v0.0.0-nightly.20260728 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 5,6 |
Comunidad y Adopción
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
49
Popularidad y adopción
49Débil
Cómo se puntúa
| 37.9/60 | Estrellas — 218 estrellas |
| 11.3/25 | Forks — 24 forks |
| 0/15 | Observadores — 0 observadores |
Datos de entrada utilizados
| forks | 24 |
| stars | 218 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
50Moderado
Cómo se puntúa
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (AGPL-3.0) |
| 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 | sí |
| readme_badges | — |
| has_contributing | no |
| 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?
57
Resiliencia de mantenedores (factor bus)
20En riesgo
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 1.5/22.5 | Distribución de commits — el principal contribuyente firma el 93% de los commits |
| 6.8/13.5 | Amplitud de contribuyentes — 5 contribuyentes |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Datos de entrada utilizados
| bus_factor | 1 |
| contributors_sampled | 5 |
| top_contributor_share | 0,932 |
Capacidad de respuesta a issues y PR
51Moderado
Cómo se puntúa
| 29.4/42 | Resolución de issues — 70% de issues cerradas |
| 12/30 | Aceptación de PR — 22/55 PR decididos fusionados |
| 0/13 | Newcomer PR acceptance — ningún PR de un contribuyente primerizo decidido en 30 d |
| 3/15 | OpenSSF Scorecard: Code-Review — Found 2/8 approved changesets -- score normalized to 2 |
Datos de entrada utilizados
| merged_prs | 22 |
| open_issues | 3 |
| closed_issues | 7 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0,7 |
| closed_unmerged_prs | 33 |
| 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
73Bueno
Cómo se puntúa
| 30/30 | Respaldo de la propiedad — propiedad de una organización |
| 0/20 | Dominio verificado |
| 21.6/25 | Alcance del propietario — 1001 seguidores de chainreactors |
| 21.6/25 | Trayectoria — 61 repos públicos, cuenta de ~4 años |
Datos de entrada utilizados
| followers | 1001 |
| owner_type | Organization |
| is_verified | — |
| owner_login | chainreactors |
| public_repos | 61 |
| account_age_days | 1578 |
Mantenimiento de paquetes
100Excepcional
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en go |
| 35/35 | Recencia de publicación — última publicación hace 27 días |
| 20/20 | Historial de versiones — 60 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | github.com/chainreactors/aiscan |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 27 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
77
Prácticas de ingeniería
78Bueno
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 4 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 16/16 | Configuración de linter — .golangci.yml |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 14/20 | OpenSSF Scorecard: CI-Tests — 3 out of 4 merged PRs checked by a CI test -- score normalized to 7 |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | sí |
| 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 — 5 topics |
| 0/10 | Wiki |
Datos de entrada utilizados
| topics | agent, ai, ai-pentesting, pentesting, redteam |
| 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?
36
Postura de seguridad
36Débil
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 |
| 1.8/2.5 | CI-Tests — 3 out of 4 merged PRs checked by a CI test -- score normalized to 7 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 1.5/7.5 | Code-Review — Found 2/8 approved changesets -- score normalized to 2 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — 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 |
| 1/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 18 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 3,6 |
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.
82
Contexto y guía para agentes
85Excelente
Cómo se puntúa
| 45/45 | Instrucciones para agentes — docs/agent.md, skills/scan/agent.md |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 40/40 | Historial de commits legible — 100 de 100 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 | docs/agent.md, skills/scan/agent.md |
| agent_instruction_max_bytes | 21.136 |
Cómo se puntúa
| 18/18 | Arranque con un solo comando — Makefile |
| 22/22 | Pruebas automatizadas |
| 11/11 | Configuración de lint / formato — .golangci.yml |
| 11/11 | Verificación estática de tipos — web/frontend/tsconfig.json |
| 10/10 | Entorno reproducible — lockfile |
| 10/10 | Práctica demostrada con agentes — 13 de los últimos 100 commits con autoría o crédito de agente |
| 5/8 | Mantenimiento automatizado — automatización de dependencias configurada, no observada en los commits muestreados |
| 2/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2 |
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 | web/frontend/tsconfig.json |
| agent_commit_share | 0,13 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
Legibilidad del código para modelos
100Excepcional
Cómo se puntúa
| 45/45 | Código verificable por tipos — Go (tipado estático) |
| 54.9/55 | Tamaños de archivo manejables — 1/532 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Go |
| largest_source_bytes | 62.559 |
| source_files_sampled | 532 |
| oversized_source_files | 1 |
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
218estrellas de GitHub
5contribuidores
554commits en los últimos 12 meses
0días desde el último push
13versiones publicadas
1factor bus
3issues abiertas
Goecosistemas 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
Más detalle
Historial de estrellas y forks 0 ★ / 24 ⇿
0Estrellas
24Forks
3Versiones
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 0Parche 3
OpenSSF Scorecard 3.6 / 10
3.6agregado
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 |
| 7 | CI-Tests | 3 out of 4 merged PRs checked by a CI test -- score normalized to 7 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 2 | Code-Review | Found 2/8 approved changesets -- score normalized to 2 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | 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 |
| 2 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 2 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 18 existing vulnerabilities detected |
Dependencias directas 50
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| Go | github.com/alecthomas/chroma/v2 | v2.14.0 | go.mod |
| Go | github.com/carapace-sh/carapace | v1.11.6 | go.mod |
| Go | github.com/chainreactors/crtm | v0.0.3-0.20260618163257-073207497076 | go.mod |
| Go | github.com/chainreactors/fingers | v1.2.2-0.20260714063144-070758342f45 | go.mod |
| Go | github.com/chainreactors/gogo/v2 | v2.15.1-0.20260728051744-a278b33d8744 | go.mod |
| Go | github.com/chainreactors/ioa | v0.1.2-0.20260720012101-ee17a402fc18 | go.mod |
| Go | github.com/chainreactors/libcstx/go | v0.0.0-20260716111447-af6771384af7 | go.mod |
| Go | github.com/chainreactors/logs | v0.0.0-20260624034259-9aaea4aa52cc | go.mod |
| Go | github.com/chainreactors/neutron | v0.1.1-0.20260714062907-716c6b167cb6 | go.mod |
| Go | github.com/chainreactors/proton | v0.3.3-0.20260707162538-471f99ea6131 | go.mod |
| Go | github.com/chainreactors/proxyclient | v1.1.1-0.20260728110701-74504679dc47 | go.mod |
| Go | github.com/chainreactors/proxyclient/extra | v0.0.0-20260527160727-36cf133952c3 | go.mod |
| Go | github.com/chainreactors/sdk | v0.3.4-0.20260708104745-dcad8620f5e9 | go.mod |
| Go | github.com/chainreactors/sdk/gogo | v0.0.0-20260708104745-dcad8620f5e9 | go.mod |
| Go | github.com/chainreactors/sdk/spray | v0.0.0-20260708104745-dcad8620f5e9 | go.mod |
| Go | github.com/chainreactors/sdk/zombie | v0.0.0-20260708104745-dcad8620f5e9 | go.mod |
| Go | github.com/chainreactors/spray | v1.3.3-0.20260704194611-7ce7b850d447 | go.mod |
| Go | github.com/chainreactors/tui/console | v0.0.0-20260712082522-2ba36ad7841f | go.mod |
| Go | github.com/chainreactors/tui/readline | v0.0.0-20260723062039-ed89e758c21b | go.mod |
| Go | github.com/chainreactors/utils | v0.0.0-20260711153742-f3d210a5fa9d | go.mod |
| Go | github.com/chainreactors/utils/mitmproxy | v0.0.0-20260707181750-8aa6ca296863 | go.mod |
| Go | github.com/chainreactors/utils/parsers | v0.0.3 | go.mod |
| Go | github.com/chainreactors/utils/pty | v0.0.0-20260722180147-5b1816060721 | go.mod |
| Go | github.com/chainreactors/zombie | v1.3.0 | go.mod |
| Go | github.com/charmbracelet/bubbles | v1.0.0 | go.mod |
| Go | github.com/charmbracelet/glamour | v0.8.0 | go.mod |
| Go | github.com/go-rod/rod | v0.116.2 | go.mod |
| Go | github.com/go-rod/stealth | v0.4.9 | go.mod |
| Go | github.com/gookit/config/v2 | v2.2.8 | go.mod |
| Go | github.com/gorilla/websocket | v1.5.3 | go.mod |
| Go | github.com/invopop/jsonschema | v0.14.0 | go.mod |
| Go | github.com/jessevdk/go-flags | v1.6.1 | go.mod |
| Go | github.com/mattn/go-runewidth | v0.0.23 | go.mod |
| Go | github.com/muesli/termenv | v0.16.0 | go.mod |
| Go | github.com/projectdiscovery/goflags | v0.1.74 | go.mod |
| Go | github.com/projectdiscovery/gologger | v1.1.68 | go.mod |
| Go | github.com/projectdiscovery/katana | v1.6.1 | go.mod |
| Go | github.com/projectdiscovery/uncover | v1.2.1 | go.mod |
| Go | github.com/projectdiscovery/utils | v0.10.1 | go.mod |
| Go | github.com/spf13/cobra | v1.10.2 | go.mod |
| Go | github.com/ysmood/gson | v0.7.3 | go.mod |
| Go | golang.org/x/image | v0.42.0 | go.mod |
| Go | golang.org/x/sys | v0.46.0 | go.mod |
| Go | golang.org/x/term | v0.44.0 | go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | go.mod |
| Go | modernc.org/sqlite | v1.40.1 | go.mod |
| Go | sigs.k8s.io/yaml | v1.6.0 | go.mod |
| Go | github.com/charmbracelet/bubbletea | v1.3.10 | go.mod |
| Go | github.com/charmbracelet/lipgloss | v1.1.0 | go.mod |
| Go | github.com/santhosh-tekuri/jsonschema/v6 | v6.0.2 | 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
{
"data": {
"repo": {
"topics": [
"agent",
"ai",
"ai-pentesting",
"pentesting",
"redteam"
],
"is_fork": false,
"size_kb": 12989,
"has_wiki": false,
"homepage": null,
"languages": {
"Go": 2632502,
"CSS": 19740,
"HTML": 6527,
"Shell": 12201,
"Python": 30148,
"Makefile": 2526,
"JavaScript": 6837,
"TypeScript": 491365
},
"pushed_at": "2026-07-28T17:17:25Z",
"created_at": "2026-05-07T13:46:47Z",
"owner_type": "Organization",
"updated_at": "2026-07-28T16:43:29Z",
"description": "AI-driven pi-like agent for cyber security — single binary for pentest, red team, bug bounty",
"is_archived": false,
"is_disabled": false,
"license_spdx": "AGPL-3.0",
"default_branch": "master",
"license_spdx_raw": "AGPL-3.0",
"primary_language": "Go",
"significant_languages": [
"Go",
"TypeScript"
]
},
"owner": {
"blog": "https://wiki.chainreactors.red/",
"name": "chainreactors",
"type": "Organization",
"login": "chainreactors",
"company": null,
"location": null,
"followers": 1001,
"avatar_url": "https://avatars.githubusercontent.com/u/102843259?v=4",
"created_at": "2022-04-02T03:28:11Z",
"is_verified": null,
"public_repos": 61,
"account_age_days": 1578
},
"license": {
"state": "standard",
"spdx_id": "AGPL-3.0",
"raw_spdx": "AGPL-3.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.0.0-nightly.20260728",
"kind": "prerelease",
"published_at": "2026-07-28T17:28:16Z"
},
{
"tag": "v0.2.8",
"kind": "patch",
"published_at": "2026-07-01T09:54:21Z"
},
{
"tag": "v0.2.7",
"kind": "patch",
"published_at": "2026-06-25T16:00:05Z"
},
{
"tag": "v0.2.6",
"kind": "patch",
"published_at": "2026-06-23T07:32:32Z"
},
{
"tag": "v0.2.5",
"kind": "patch",
"published_at": "2026-06-21T16:55:18Z"
},
{
"tag": "v0.2.3",
"kind": "patch",
"published_at": "2026-06-18T14:30:13Z"
},
{
"tag": "v0.2.2",
"kind": "patch",
"published_at": "2026-06-17T06:23:48Z"
},
{
"tag": "v0.2.1",
"kind": "patch",
"published_at": "2026-06-09T17:40:56Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2026-06-08T06:33:48Z"
},
{
"tag": "v0.1.2",
"kind": "patch",
"published_at": "2026-06-08T06:33:56Z"
},
{
"tag": "v0.1.1",
"kind": "patch",
"published_at": "2026-06-08T06:33:57Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2026-05-15T03:52:32Z"
},
{
"tag": "v0.0.1",
"kind": "patch",
"published_at": "2026-05-09T13:33:57Z"
}
],
"recent_commits": [
{
"oid": "d940d30e81f5ffc2d3d2be1e692264516a8b053a",
"body": null,
"is_bot": false,
"headline": "fix(deps): preserve CONNECT tunnel bytes",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T11:20:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3530077494b063b22776828f03ce945ab19c879c",
"body": null,
"is_bot": false,
"headline": "refactor(runner): transfer command ownership to cairn",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T10:02:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "38f14418ec11f6591f6939102c5fa6b2a6162a15",
"body": null,
"is_bot": false,
"headline": "test(output): normalize golden fixture line endings",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T08:47:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "27c244cc44567e313282353fb34c80bf4607dfc6",
"body": null,
"is_bot": false,
"headline": "refactor(build): demote agent command to example",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T08:47:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1361fbd73bdc5e0e9631d208dbc4f7729ba59ce8",
"body": "…er-deps\n\nrefactor: enforce unidirectional layer deps (core ← pkg ← cmd)",
"is_bot": false,
"headline": "Merge pull request #77 from chainreactors/refactor/unidirectional-lay…",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T08:31:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04e7adecd5463ed2ba5ae16d72bca91d3fb18b33",
"body": null,
"is_bot": false,
"headline": "fix(deps): consume race-free scanner and viewer",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T08:14:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e599073f33ec78d3b88bb498156d612f8ff2e660",
"body": null,
"is_bot": false,
"headline": "fix(web): converge scans across timeout races",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T08:14:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d9bf03ea794eec6793d2a2a2fd613045df4bae91",
"body": null,
"is_bot": false,
"headline": "test(output): keep golden fixtures platform-stable",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T08:14:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f1e0b49905017d9ca0d17c23e0a733ff10943e37",
"body": null,
"is_bot": false,
"headline": "ci: enforce architecture and zero-debt gates",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T08:14:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "644cefcb5e10e2f54d7c01e24ebae665e27d8fe6",
"body": null,
"is_bot": false,
"headline": "test(web): require real agent and verify SSE resume",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T08:14:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b18ae981f25f12eed0eee701277aee7aaec6c69c",
"body": null,
"is_bot": false,
"headline": "refactor(agent): enforce root package dependency layers",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T08:14:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fc72a482b5eef7404496f97668cef02763bbc8ac",
"body": "fix(web): harden scan lifecycle and runtime integrity",
"is_bot": false,
"headline": "Merge pull request #78 from chainreactors/fix/web-runtime-integrity",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T08:13:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "63479ba98851c4d02d12ddae67babdae54da8fb5",
"body": null,
"is_bot": false,
"headline": "fix: clear cross-platform lint debt",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T08:13:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8b2e121f98d8ae8e3166ed98a37006f6d07915a6",
"body": null,
"is_bot": false,
"headline": "fix(build): pin generator tool dependencies",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T08:13:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a320b44a0eb9feb9a1b4c507af1e060ef8030822",
"body": null,
"is_bot": false,
"headline": "fix(web): make cancellation and event replay durable",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T08:13:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "189570d702c34a4f08642d5ce4d8b7e8a8d84e92",
"body": null,
"is_bot": false,
"headline": "fix(web): rebuild reload candidates from explicit config",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T08:13:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7878c8fe193e4030b91f12e7203529fa1dd7156d",
"body": null,
"is_bot": false,
"headline": "test(web): run real browser terminal e2e",
"author_name": "何止",
"author_login": "h3zh1",
"committed_at": "2026-07-28T08:13:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "72b7f57fa78e142bf54f2e4b683932284043f2a1",
"body": null,
"is_bot": false,
"headline": "chore(deps): restore tidy module metadata",
"author_name": "何止",
"author_login": "h3zh1",
"committed_at": "2026-07-28T08:13:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "44a836c00fdeca8039fdebe17a6c3b8b7b85fe5a",
"body": null,
"is_bot": false,
"headline": "fix(web): make config reload transactional",
"author_name": "何止",
"author_login": "h3zh1",
"committed_at": "2026-07-28T08:13:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b2d619d7579769679908c2da59ed7708e846a2eb",
"body": null,
"is_bot": false,
"headline": "fix(web): reject oversized multipart uploads",
"author_name": "何止",
"author_login": "h3zh1",
"committed_at": "2026-07-28T08:13:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "401ec49113490ae55820130c08ea47c4bd3405ca",
"body": null,
"is_bot": false,
"headline": "fix(web): close SSE snapshot subscription gaps",
"author_name": "何止",
"author_login": "h3zh1",
"committed_at": "2026-07-28T08:13:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "64ecf22b4fb187cdb5c380f715f0e24bb1dd4e41",
"body": null,
"is_bot": false,
"headline": "fix(web): enforce session referential integrity",
"author_name": "何止",
"author_login": "h3zh1",
"committed_at": "2026-07-28T08:13:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "26cac10cbdbd810a6a2467b3253a1baadc7c343e",
"body": null,
"is_bot": false,
"headline": "fix(web): reject invalid remote scan results",
"author_name": "何止",
"author_login": "h3zh1",
"committed_at": "2026-07-28T08:13:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "505174d8db754ca49db09f12ed68522467f87668",
"body": null,
"is_bot": false,
"headline": "fix(web): make scan cancellation terminal-safe",
"author_name": "何止",
"author_login": "h3zh1",
"committed_at": "2026-07-28T08:13:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ae27099e2060d4d76e7faebb52d1797ed050621b",
"body": "fix: harden LLM profile configuration",
"is_bot": false,
"headline": "Merge pull request #76 from chainreactors/fix/llm-profile-configuration",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T08:12:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "47be64c0cd1770c132bb2f530460cae11c0b4545",
"body": null,
"is_bot": false,
"headline": "chore(ci): validate stacked pull requests",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T06:10:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7d08affeda1f48404d1612d9dae019f5ec8eadad",
"body": null,
"is_bot": false,
"headline": "feat(web): harden LLM profile editor",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T06:10:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0bebf6f8dc92deee4a776c874378238e4b9b190a",
"body": null,
"is_bot": false,
"headline": "fix(build): select portable re2 tags",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T06:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "40488b3a4108efe1cc7c90fe93890edbd0989516",
"body": null,
"is_bot": false,
"headline": "fix(llm): converge provider configuration",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-28T06:06:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "77967f6973b7b70a4ac2e3858f7810bc7184918a",
"body": "feat(output): configure agent rendering detail",
"is_bot": false,
"headline": "Merge pull request #71 from chainreactors/feat/output-policy-config",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-26T08:06:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b0806502aa312e856e10cafcdd38fdb92bc7e91c",
"body": null,
"is_bot": false,
"headline": "fix(ci): stabilize proxy and PTY timing tests",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-26T07:42:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "071ed6828ee0accbf16cc6ebdab5fad7463a3bea",
"body": null,
"is_bot": false,
"headline": "feat(output): configure agent rendering detail",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-26T07:42:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "06bc32b7714011ceef7047a414b357887e36d086",
"body": "fix(agent): preload manual assessment rules",
"is_bot": false,
"headline": "Merge pull request #70 from chainreactors/fix/agent-manual-assessment",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-26T05:07:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aa8002112dac5ba6d200cae875d6a22a2106202a",
"body": null,
"is_bot": false,
"headline": "fix(agent): preload manual assessment rules",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-26T04:52:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bea682efcac78c8e2ce046f30e678ebdead9d5aa",
"body": "…gence\n\nrefactor(agent): converge runtime control, tool AOP, and timeline",
"is_bot": false,
"headline": "Merge pull request #69 from chainreactors/refactor/runtime-aop-conver…",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-26T04:18:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aa433b248b8ef92f8eda22e993641a218f0edc01",
"body": null,
"is_bot": false,
"headline": "fix(ci): update tool test paths after package move",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-26T04:02:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "102a3635b71b6d990e4fb6571f5e3cf79fc6ed9a",
"body": null,
"is_bot": false,
"headline": "docs: remove obsolete agent compatibility references",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-25T05:37:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9fc27e5b9753480767b60146d47b569200d513b3",
"body": null,
"is_bot": false,
"headline": "refactor(commands): remove TUI from runtime command execution",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-25T05:20:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "01590a4ec9005762201d0ece635468ebdfc8d5f8",
"body": null,
"is_bot": false,
"headline": "refactor: promote tools to top-level packages",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-25T05:06:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "79fd75df9d5ec85a5875ab4c8829e94e120fe131",
"body": null,
"is_bot": false,
"headline": "refactor(output): remove legacy agent timeline models",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-25T05:01:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8658d10d37e9b0857a4c8cc7700d22decf8cec28",
"body": null,
"is_bot": false,
"headline": "refactor(protocol): route direct tool execution through AOP",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-25T04:56:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7e1469f421bd02982ae100391c76427f9b0fe7c2",
"body": null,
"is_bot": false,
"headline": "refactor(runner): centralize runtime control state",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-25T04:47:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "37333fb59eb6be9007eb8fe6c820f757409e98f8",
"body": null,
"is_bot": false,
"headline": "refactor(web): narrow chat events to domain events",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-25T04:38:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "47c9dfb4854d23c733c391f7bb88ac98c5acb1bf",
"body": null,
"is_bot": false,
"headline": "refactor(runner): remove unused run replay mechanisms",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-25T04:35:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4f4c8a76305638a0ffeba6e1aba663e1de663917",
"body": null,
"is_bot": false,
"headline": "fix(release): stamp and verify binary version",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-25T03:32:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "745fecae7472e7b4f4de511a2908cd96a174a635",
"body": null,
"is_bot": false,
"headline": "fix(web): make terminal reconnect state atomic",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-25T02:59:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8247e440c3227aa80465d75bf66e2b2f6071d994",
"body": null,
"is_bot": false,
"headline": "fix(release): restore portable build profiles",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-25T02:44:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4e2abcff9662ee7c95f80faeb8b9da4549b96fd5",
"body": "feat(aop): unify agent transport end to end",
"is_bot": false,
"headline": "Merge pull request #62 from chainreactors/feat/aop-single-transport",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-25T02:37:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "41a0f8476c32954fd2c7f800fa653dbb5459bf7f",
"body": null,
"is_bot": false,
"headline": "fix(lint): clean up converged runtime paths",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-25T02:24:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e09c2c54a17dd957fa9edb817b958664e366c222",
"body": null,
"is_bot": false,
"headline": "fix(ci): make clean checkouts compile",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-25T02:11:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0830f8e82391e9698ec4efbfd39f352e0887c770",
"body": null,
"is_bot": false,
"headline": "test(scanners): add public functional regressions",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-25T01:38:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5e55fc2ffe2ce1ccaf840acf4405c9784cc0724e",
"body": "Exercise common scanner workflows through the real command registry with deterministic HTTP, Redis, POC, file, stdin, crawl, and passive-query fixtures. Fix zombie stdout-only runs so the upstream result channel is drained.",
"is_bot": false,
"headline": "test(scanners): add functional regression suite",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-25T00:41:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2756cfce42a002fce476c8b3d94e0091293f2611",
"body": null,
"is_bot": false,
"headline": "fix(scanners): expose proton and stream results",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-25T00:41:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "23736f7940b43eeeccdfe95cc19b32391557155e",
"body": null,
"is_bot": false,
"headline": "docs: 更新 Provider 与上下文管理说明",
"author_name": "wuchulonly",
"author_login": "wuchulonly",
"committed_at": "2026-07-24T19:30:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f0e95671447a571460cd5fcbb7b7640a1f153931",
"body": null,
"is_bot": false,
"headline": "feat(web): 支持配置模型上下文与输出上限",
"author_name": "wuchulonly",
"author_login": "wuchulonly",
"committed_at": "2026-07-24T19:30:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "151665b5736f6653a76628fcc559577d92f07a52",
"body": null,
"is_bot": false,
"headline": "feat(config): 支持模型限制与显式 Provider 选择",
"author_name": "wuchulonly",
"author_login": "wuchulonly",
"committed_at": "2026-07-24T19:29:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8e5042d143bb48087f889c97189c93c3bb24965f",
"body": null,
"is_bot": false,
"headline": "feat(agent): 增强上下文管理与模型调用可靠性",
"author_name": "wuchulonly",
"author_login": "wuchulonly",
"committed_at": "2026-07-24T19:29:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8871ea41d05a7b27cc1f44d376473ae7d5fefacf",
"body": null,
"is_bot": false,
"headline": "fix(frontend): restore canonical AOP submodule contract",
"author_name": "wuchulonly",
"author_login": "wuchulonly",
"committed_at": "2026-07-24T12:44:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "57604a0bc7b09a19969f6017578d9e3e71a32403",
"body": null,
"is_bot": false,
"headline": "fix(frontend): manage mobile sidebar focus",
"author_name": "wuchulonly",
"author_login": "wuchulonly",
"committed_at": "2026-07-24T12:44:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "57a5489521995d3f3b2624d7121d197a94992ef4",
"body": null,
"is_bot": false,
"headline": "fix(frontend): harden IOA overview polling",
"author_name": "wuchulonly",
"author_login": "wuchulonly",
"committed_at": "2026-07-24T12:44:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3fde7225ff87addd7dc0722dbc93c974eccb234c",
"body": null,
"is_bot": false,
"headline": "feat(frontend): refine AOP chat timeline",
"author_name": "wuchulonly",
"author_login": "wuchulonly",
"committed_at": "2026-07-24T12:44:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8e47f460ae7c1fa0b470604d65a82fb5bcadbae0",
"body": null,
"is_bot": false,
"headline": "feat(frontend): improve asset browsing",
"author_name": "wuchulonly",
"author_login": "wuchulonly",
"committed_at": "2026-07-24T12:44:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "51e8b5c889378d05295b30f7af01ead0313713b3",
"body": null,
"is_bot": false,
"headline": "feat(frontend): add categorized mention picker",
"author_name": "wuchulonly",
"author_login": "wuchulonly",
"committed_at": "2026-07-24T12:44:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bcb3b3111d8278da63568c09fed9fb4389aa7cfa",
"body": null,
"is_bot": false,
"headline": "build(frontend): align shared UI integration",
"author_name": "wuchulonly",
"author_login": "wuchulonly",
"committed_at": "2026-07-24T12:44:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "45b6dc01b6d10d81895986fc06d7d4dfe01bf4bf",
"body": null,
"is_bot": false,
"headline": "fix(tui): render protocol eval rounds as-is",
"author_name": "wuchulonly",
"author_login": "wuchulonly",
"committed_at": "2026-07-24T12:44:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7d55e897fb80520266331679828b60e06e9b0ef3",
"body": null,
"is_bot": false,
"headline": "fix(runtime): preserve evaluated run input",
"author_name": "wuchulonly",
"author_login": "wuchulonly",
"committed_at": "2026-07-24T12:44:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "66e9fa6f7c3ace0f18f4843678de64a3e0c7e423",
"body": null,
"is_bot": false,
"headline": "refactor(runtime): remove legacy execution adapters",
"author_name": "wuchulonly",
"author_login": "wuchulonly",
"committed_at": "2026-07-24T12:44:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "49958d54ae4c19c876aaef000b1e7d6225b00271",
"body": null,
"is_bot": false,
"headline": "fix(protocol): use turn id for run correlation",
"author_name": "wuchulonly",
"author_login": "wuchulonly",
"committed_at": "2026-07-24T12:44:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "558bfbb469f629e69057e7cc3ef0c1ba57bcd60c",
"body": null,
"is_bot": false,
"headline": "refactor(agent): unify runtime around session run command",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-23T14:33:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8878f05cd8e6edc85c6e5558b408520d2d0e6aac",
"body": null,
"is_bot": false,
"headline": "feat(runner): add stable ids and native exec",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-23T10:42:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c62320f01eaabc20d008ed180ae332ea1bf9ba40",
"body": null,
"is_bot": false,
"headline": "chore(deps): use published pty module",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-23T06:31:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1fb11da6a1d6b4c1f457e6542fe1e8419911cadd",
"body": null,
"is_bot": false,
"headline": "fix(repl): restore native scrollback and live composer",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-23T06:24:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aadbd677545f6c86f0cd699fad28e16293d30d4d",
"body": "- subscriptions narrow to scan_*/agent_joined/session_cleared; the\n legacy error/scan_error chat branches are gone\n- hub AOP error frames render through sys.* i18n keys (en/zh)\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(frontend): subscribe to converged AOP events, localize hub errors",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-23T02:47:41Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "70c081cfce7b5bca49174a12a7bde8deae6fc48a",
"body": "…e form\n\n- DispatchToolCall replaces DispatchCommand/dispatchPayload\n (SessionID=taskID closes the routing loop); tool.call tasks converge\n on their terminal tool.result, with stats/records parsed from\n ToolResultData.Details -- fixing scan reports silently going empty\n- track tool-call task kind\n[…]\neLLMConfig folds the legacy flat section in once at load;\n ProviderConfig now honors active by id and ships the full fallback\n list to agents\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(web): converge hub dispatch and errors on AOP, single LLM profil…",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-23T02:47:27Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "d36efcc2cb57b3a2f59d5422b0719b6dbf238543",
"body": "- connection: route tool.call to session->task routing on arrival; drop\n the unrouted-broadcast fallback and the legacy exec case\n- aop_tool/bash: capability-asserted foreground tools run via\n RunForegroundTool, streaming stdout as tool.data(kind=progress)\n telemetry; REPL bridge emits a self-contained three-frame AOP session\n- delete exec.go and the ExecPayload/ExecResult transport\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(agent): converge agent execution on AOP tool.call sessions",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-23T02:47:02Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "8d8c96abb21a217879fd348bfc7a47e9ec0f1f31",
"body": null,
"is_bot": false,
"headline": "ci: stop publishing agent binaries",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-22T18:24:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "30e8ac6d3b8e0107a4aec06281bead7e5b7ad541",
"body": "…ecution\n\nSchema-driven AOP: event payloads and extension namespaces (eval, compact,\ndelegation, ioa, web) are generated from the cyber-ui agent-protocol schema\nand accessed through typed x/<ns> packages, replacing hand-written payloads\nand map[string]any extensions. Fixes the hub metadata ext writt\n[…]\ne subscribeSSE primitive in the frontend; AuthGate and\nSubagentRunCard added; the toolnode facade is removed in favor of direct\nwebagent usage.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(agent): AOP schema codegen, runtime-owned sessions, converged ex…",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-22T17:42:33Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "fbb1abbcaee18f7638ed1bef78fabcd4b3b80e0b",
"body": null,
"is_bot": false,
"headline": "feat: load prompt content from existing files",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-22T07:02:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9427ff6511acdf69e4fb99727e18979f2a077790",
"body": null,
"is_bot": false,
"headline": "fix(ci): preserve generated template dependencies",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-22T05:23:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0d6bc400b7dc45dec1cb6bcfb0a090c216e2b619",
"body": null,
"is_bot": false,
"headline": "fix(ci): restore portable module and embed inputs",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-22T05:18:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cbeb5c1e545dfcf32b5af3e5627a88915c77e5c1",
"body": null,
"is_bot": false,
"headline": "feat(frontend): align chat timeline and IOA references",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-22T05:11:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cbe35285babf5f955e221c6035158945e6849b7f",
"body": "The hub tsconfig compiles cyber-ui package sources directly; excluding\n*.test.ts(x) keeps viewer vitest files out of its compilation. The\ncyber-ui bump brings in the legacy-APG annotations and the AOP reducer\ntest suite.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "build(frontend): exclude test files from hub tsconfig, bump cyber-ui",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-21T17:28:23Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "1b2aa07d2f1c4d0313754c9748202b049f7e254b",
"body": "…mantics\n\nCover message_id/part_index stability across streaming retries, input\nimage validation (path/base64/size cap/MIME sniffing), same-session FIFO\nordering with cross-session concurrency on the stdio host, and that SSE\nreplay is a pure read with no frames to agents, no task convergence, and\nno new persisted events.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "test(agent,runner,web): lock AOP encoder, input, stdio, and replay se…",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-21T17:28:14Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "e517401fd8b1915316750f03eaa3a44a7637a2cb",
"body": "Chat tasks now close when the run's root session.end arrives instead of\nthe legacy complete/error control frames: the hub learns child sessions\nfrom session.start parent_session_id so sub-agent ends are not terminal,\nAOP error events stay display-only, and a canceled stop carrying the ctx\nerror clos\n[…]\nr-round\nsession brackets so N-round evals are not converged early. Closure is\nidempotent against mixed-version agents that still send complete.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(web): converge chat tasks on the root session.end event",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-21T17:28:03Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7b6a7ae3a8d65c6094077552fa6c18cb414c9c9c",
"body": "Mid-run inbox steering was a TUI-only side channel inconsistent with the\none-message-one-Run FIFO semantics of the stdio and web surfaces. Busy\ninput now queues as pendingRun and drains after the current run finishes;\nStop cancels the current run and discards the queue.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(agent): drop SteerUserMessage, queue TUI input at run boundary",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-21T17:27:52Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f5c70a2f9223345c1f2f073e9a49a17f4b26f8d5",
"body": null,
"is_bot": false,
"headline": "fix(scan): emit composite results to asset pipeline",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-21T16:48:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "85ea7eecb9dd4abb8e5bd0a0c7b39e6af6367e21",
"body": null,
"is_bot": false,
"headline": "fix(webagent): persist scanner assets from chat nodes",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-21T16:24:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "02ad0a7e449fe9dd2cfaace3e639578243ca6e87",
"body": null,
"is_bot": false,
"headline": "feat(web): add live IOA console coverage",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-21T16:11:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "45fc21b5ab2c6f987798e0ad902a420657d8d129",
"body": "The agent core now emits AOP natively (message/message.delta parts,\nstatus+ext for eval/compact/token-budget/llm-request), replacing the\nprivate agent.Event model and every boundary converter. stdio becomes\na persistent multi-session AOP host; the web hub dispatches user\nmessages as AOP, persists co\n[…]\nent type are\ngone. Also fixes compact/eval events previously emitted without a\nsession id, and stamps per-session seq numbers for replay dedup.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(aop): adopt AOP as the single agent semantics carrier",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-21T14:46:34Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "b1f0ae88adcf21f68377fa6d04bd13746e364d5c",
"body": "Lets the agent bound long-running commands explicitly instead of\nrelying solely on the 300s default.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(commands): accept per-call timeout in bash tool",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-21T14:45:58Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "8046a1fc6c0cf50aef738f56c2cc8c3f6c36eea1",
"body": null,
"is_bot": false,
"headline": "feat(aop): execute runner tools over canonical events",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-21T10:42:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fed2aecedf45c280512142227e71a5b1fbbaf4e8",
"body": "Runs RunToolNode against a mock hub speaking the register/connected +\nexec + file.read dialect the cairn bridge now implements, asserting the\nhandshake identity, streamed exec output/result envelope, base64 file\nreads, and tool.data call-ID correlation.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "test(webagent): cover tool node wire interop with cairn bridge dialect",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-21T05:49:51Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "44b1f3aeb86b633acd16433a76212ad7fe5fc1bf",
"body": "The bespoke pkg/cairnrunner protocol was a functional subset of the\nexisting webagent/webproto protocol. cmd/runner now connects as a\ntool-only node through webagent.RunToolNode (no LLM provider, agent\nloop, or IOA dependency); cairn's server absorbs the remaining\nenvelope differences.\n\nwebproto gains ExecResult (structured exec completion) and an optional\nstream field on exec output messages, both additive for existing\nconsumers.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(runner): drop cairnrunner, expose tool-only node via webagent",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-21T05:23:45Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "d1c26a1d8c2df4af80942248c45a1d50f62162c1",
"body": "Drop the webproto envelope from the stdio transport: stdin takes a\nsingle StdioRequest and stdout is raw AOP JSONL, matching the unified\ntransport direction. Removes the now-unused aop writer and webagent\npipeline, and updates web/frontend panels accordingly.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(stdio): accept plain request and stream raw AOP",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-21T03:26:19Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "b96d020bdbb5ff35832993acdb20e99fcd6f6d85",
"body": null,
"is_bot": false,
"headline": "refactor(commands): unify execution with PTY sessions",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-21T03:22:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9f099e732c6e3b490c1d3f3af507802be3b5f15e",
"body": null,
"is_bot": false,
"headline": "refactor(pty): use canonical frames across transports",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-21T03:22:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2390f1c59de9e6725bf9e962feadbcb238c432fe",
"body": null,
"is_bot": false,
"headline": "fix(build): package frontend and generate CLI help",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-21T03:08:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "96269442501710b3eb9ffa18800d73d34d46b98e",
"body": null,
"is_bot": false,
"headline": "build: restore portable libcstx profile",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-20T07:12:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2e9690a3ac29db73efb6868af6620c373acf99d4",
"body": null,
"is_bot": false,
"headline": "build: drop superseded pty checksums",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-20T06:53:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9c88c982fcd8202699b3ee7e6636df23d3147aee",
"body": null,
"is_bot": false,
"headline": "fix: close native runner CI gaps",
"author_name": "M09Ic",
"author_login": "M09Ic",
"committed_at": "2026-07-20T06:49:35Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 13,
"commits_last_year": 554,
"latest_release_at": "2026-07-28T17:28:16Z",
"latest_release_tag": "v0.0.0-nightly.20260728",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 12,
"days_since_latest_release": 0,
"mean_days_between_releases": 5.6
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 37,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "github.com/chainreactors/aiscan",
"exists": true,
"license": null,
"keywords": [],
"ecosystem": "go",
"matches_repo": true,
"registry_url": "https://pkg.go.dev/github.com/chainreactors/aiscan",
"is_deprecated": false,
"latest_version": "v0.2.8",
"repository_url": "https://github.com/chainreactors/aiscan",
"versions_count": 60,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": null,
"latest_published_at": "2026-07-01T09:38:58Z",
"latest_version_yanked": null,
"days_since_latest_publish": 27
}
]
},
"popularity": {
"forks": 24,
"stars": 218,
"watchers": 0,
"fork_history": {
"days": [
{
"date": "2026-06-22",
"count": 3
},
{
"date": "2026-06-23",
"count": 4
},
{
"date": "2026-06-24",
"count": 3
},
{
"date": "2026-06-25",
"count": 2
},
{
"date": "2026-06-26",
"count": 1
},
{
"date": "2026-06-30",
"count": 2
},
{
"date": "2026-07-03",
"count": 1
},
{
"date": "2026-07-06",
"count": 2
},
{
"date": "2026-07-07",
"count": 1
},
{
"date": "2026-07-14",
"count": 1
},
{
"date": "2026-07-19",
"count": 1
},
{
"date": "2026-07-25",
"count": 1
},
{
"date": "2026-07-26",
"count": 1
},
{
"date": "2026-07-28",
"count": 1
}
],
"complete": true,
"collected": 24,
"total_forks": 24
},
"star_history": null,
"open_issues_and_prs": 16
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [
"Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"web/frontend/tsconfig.json"
],
"toolchain_manifests": [
"go.mod"
],
"largest_source_bytes": 62559,
"source_files_sampled": 532,
"oversized_source_files": 1,
"agent_instruction_files": [
"docs/agent.md",
"skills/scan/agent.md"
],
"agent_instruction_max_bytes": 21136
},
"dependencies": {
"manifests": [
"go.mod"
],
"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": [
"go"
],
"dependencies": [
{
"name": "github.com/alecthomas/chroma/v2",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v2.14.0"
},
{
"name": "github.com/carapace-sh/carapace",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.11.6"
},
{
"name": "github.com/chainreactors/crtm",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.3-0.20260618163257-073207497076"
},
{
"name": "github.com/chainreactors/fingers",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.2.2-0.20260714063144-070758342f45"
},
{
"name": "github.com/chainreactors/gogo/v2",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v2.15.1-0.20260728051744-a278b33d8744"
},
{
"name": "github.com/chainreactors/ioa",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.1.2-0.20260720012101-ee17a402fc18"
},
{
"name": "github.com/chainreactors/libcstx/go",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.0-20260716111447-af6771384af7"
},
{
"name": "github.com/chainreactors/logs",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.0-20260624034259-9aaea4aa52cc"
},
{
"name": "github.com/chainreactors/neutron",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.1.1-0.20260714062907-716c6b167cb6"
},
{
"name": "github.com/chainreactors/proton",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.3.3-0.20260707162538-471f99ea6131"
},
{
"name": "github.com/chainreactors/proxyclient",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.1.1-0.20260728110701-74504679dc47"
},
{
"name": "github.com/chainreactors/proxyclient/extra",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.0-20260527160727-36cf133952c3"
},
{
"name": "github.com/chainreactors/sdk",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.3.4-0.20260708104745-dcad8620f5e9"
},
{
"name": "github.com/chainreactors/sdk/gogo",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.0-20260708104745-dcad8620f5e9"
},
{
"name": "github.com/chainreactors/sdk/spray",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.0-20260708104745-dcad8620f5e9"
},
{
"name": "github.com/chainreactors/sdk/zombie",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.0-20260708104745-dcad8620f5e9"
},
{
"name": "github.com/chainreactors/spray",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.3.3-0.20260704194611-7ce7b850d447"
},
{
"name": "github.com/chainreactors/tui/console",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.0-20260712082522-2ba36ad7841f"
},
{
"name": "github.com/chainreactors/tui/readline",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.0-20260723062039-ed89e758c21b"
},
{
"name": "github.com/chainreactors/utils",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.0-20260711153742-f3d210a5fa9d"
},
{
"name": "github.com/chainreactors/utils/mitmproxy",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.0-20260707181750-8aa6ca296863"
},
{
"name": "github.com/chainreactors/utils/parsers",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.3"
},
{
"name": "github.com/chainreactors/utils/pty",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.0-20260722180147-5b1816060721"
},
{
"name": "github.com/chainreactors/zombie",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.3.0"
},
{
"name": "github.com/charmbracelet/bubbles",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.0.0"
},
{
"name": "github.com/charmbracelet/glamour",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.8.0"
},
{
"name": "github.com/go-rod/rod",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.116.2"
},
{
"name": "github.com/go-rod/stealth",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.4.9"
},
{
"name": "github.com/gookit/config/v2",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v2.2.8"
},
{
"name": "github.com/gorilla/websocket",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.5.3"
},
{
"name": "github.com/invopop/jsonschema",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.14.0"
},
{
"name": "github.com/jessevdk/go-flags",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.6.1"
},
{
"name": "github.com/mattn/go-runewidth",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.23"
},
{
"name": "github.com/muesli/termenv",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.16.0"
},
{
"name": "github.com/projectdiscovery/goflags",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.1.74"
},
{
"name": "github.com/projectdiscovery/gologger",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.1.68"
},
{
"name": "github.com/projectdiscovery/katana",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.6.1"
},
{
"name": "github.com/projectdiscovery/uncover",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.2.1"
},
{
"name": "github.com/projectdiscovery/utils",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.10.1"
},
{
"name": "github.com/spf13/cobra",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.10.2"
},
{
"name": "github.com/ysmood/gson",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.7.3"
},
{
"name": "golang.org/x/image",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.42.0"
},
{
"name": "golang.org/x/sys",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.46.0"
},
{
"name": "golang.org/x/term",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.44.0"
},
{
"name": "gopkg.in/yaml.v3",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v3.0.1"
},
{
"name": "modernc.org/sqlite",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.40.1"
},
{
"name": "sigs.k8s.io/yaml",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.6.0"
},
{
"name": "github.com/charmbracelet/bubbletea",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.3.10"
},
{
"name": "github.com/charmbracelet/lipgloss",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.1.0"
},
{
"name": "github.com/santhosh-tekuri/jsonschema/v6",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v6.0.2"
}
],
"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": 13,
"merged_prs": 22,
"open_issues": 3,
"closed_ratio": 0.7,
"closed_issues": 7,
"closed_unmerged_prs": 33
},
"bus_factor": 1,
"bot_contributors": 1,
"top_contributors": [
{
"type": "User",
"login": "M09Ic",
"commits": 468,
"avatar_url": "https://avatars.githubusercontent.com/u/29176200?v=4"
},
{
"type": "User",
"login": "wuchulonly",
"commits": 19,
"avatar_url": "https://avatars.githubusercontent.com/u/174486414?v=4"
},
{
"type": "User",
"login": "h3zh1",
"commits": 8,
"avatar_url": "https://avatars.githubusercontent.com/u/68958533?v=4"
},
{
"type": "User",
"login": "renoschubert",
"commits": 6,
"avatar_url": "https://avatars.githubusercontent.com/u/46114615?v=4"
},
{
"type": "User",
"login": "gelusus",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/15012029?v=4"
}
],
"contributors_sampled": 5,
"top_contributor_share": 0.932
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"ci.yml",
"go-release.yml",
"nightly.yml",
"scanner-regression.yml"
],
"has_docs_dir": true,
"linter_configs": [
".golangci.yml"
],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [
"go.sum",
"package-lock.json"
],
"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": 7,
"reason": "3 out of 4 merged PRs checked by a CI test -- score normalized to 7",
"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": 2,
"reason": "Found 2/8 approved changesets -- score normalized to 2",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 3,
"reason": "project has 1 contributing companies or organizations -- score normalized to 3",
"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": 10,
"reason": "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": 2,
"reason": "dependency not pinned by hash detected -- score normalized to 2",
"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": 0,
"reason": "security policy file not 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": 0,
"reason": "18 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "d940d30e81f5ffc2d3d2be1e692264516a8b053a",
"ran_at": "2026-07-28T22:18:05Z",
"aggregate_score": 3.6,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": true
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-28T17:28:20Z",
"oldest_open_prs": [
{
"number": 35,
"created_at": "2026-06-21T20:03:57Z",
"last_comment_at": "2026-06-21T20:03:58Z",
"last_comment_author": "dependabot"
},
{
"number": 37,
"created_at": "2026-06-21T20:04:21Z",
"last_comment_at": "2026-06-21T20:04:21Z",
"last_comment_author": "dependabot"
},
{
"number": 38,
"created_at": "2026-06-21T20:32:20Z",
"last_comment_at": "2026-06-21T20:32:20Z",
"last_comment_author": "dependabot"
},
{
"number": 39,
"created_at": "2026-06-21T20:32:24Z",
"last_comment_at": "2026-06-21T20:32:24Z",
"last_comment_author": "dependabot"
},
{
"number": 53,
"created_at": "2026-07-05T20:04:09Z",
"last_comment_at": "2026-07-05T20:04:10Z",
"last_comment_author": "dependabot"
},
{
"number": 55,
"created_at": "2026-07-05T20:32:35Z",
"last_comment_at": "2026-07-05T20:32:35Z",
"last_comment_author": "dependabot"
},
{
"number": 61,
"created_at": "2026-07-12T20:03:54Z",
"last_comment_at": "2026-07-12T20:03:54Z",
"last_comment_author": "dependabot"
},
{
"number": 64,
"created_at": "2026-07-19T20:04:54Z",
"last_comment_at": "2026-07-19T20:04:55Z",
"last_comment_author": "dependabot"
},
{
"number": 67,
"created_at": "2026-07-19T20:32:37Z",
"last_comment_at": "2026-07-19T20:32:38Z",
"last_comment_author": "dependabot"
},
{
"number": 72,
"created_at": "2026-07-26T20:03:33Z",
"last_comment_at": "2026-07-26T20:03:34Z",
"last_comment_author": "dependabot"
},
{
"number": 73,
"created_at": "2026-07-26T20:03:44Z",
"last_comment_at": "2026-07-26T20:03:44Z",
"last_comment_author": "dependabot"
},
{
"number": 74,
"created_at": "2026-07-26T20:03:48Z",
"last_comment_at": "2026-07-26T20:03:48Z",
"last_comment_author": "dependabot"
},
{
"number": 75,
"created_at": "2026-07-26T20:32:24Z",
"last_comment_at": "2026-07-26T20:32:24Z",
"last_comment_author": "dependabot"
}
],
"last_merged_pr_at": "2026-07-28T08:31:43Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": [
{
"number": 47,
"created_at": "2026-06-25T03:59:15Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 60,
"created_at": "2026-07-12T02:46:07Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 68,
"created_at": "2026-07-25T03:24:19Z",
"last_comment_at": null,
"last_comment_author": null
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/chainreactors/aiscan",
"host": "github.com",
"name": "aiscan",
"owner": "chainreactors"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": "The weighted overall 60 is calibrated to 65 on the published index scale (record calibration 2026-08-02).",
"notes": [
{
"code": "overall_calibration",
"params": {
"raw": 60,
"calibrated": 65,
"calibration": "2026-08-02"
}
}
],
"value": 65,
"inputs": {
"security": 36,
"vitality": 73,
"community": 49,
"governance": 57,
"calibration": "2026-08-02",
"engineering": 77,
"ai_readiness": 82,
"weighted_overall_raw": 60
},
"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": 554,
"human_commit_share": 1,
"days_since_last_push": 0,
"active_weeks_last_year": 12
},
"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": "12/52 weeks with commits",
"points": 8.3,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 12
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "554 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 554
}
}
],
"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": 13,
"latest_release_tag": "v0.0.0-nightly.20260728",
"releases_from_tags": false,
"days_since_latest_release": 0,
"mean_days_between_releases": 5.6
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "13 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 13
}
}
],
"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 ~5.6 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 5.6
}
}
],
"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": "weak",
"name": "Community & Adoption",
"value": 49,
"weight": 0.17,
"metrics": [
{
"key": "popularity",
"band": "weak",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 49,
"inputs": {
"forks": 24,
"stars": 218,
"watchers": 0,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "218 stars",
"points": 37.9,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 218
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "24 forks",
"points": 11.3,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 24
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "0 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 0
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": null,
"has_contributing": false,
"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 (AGPL-3.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "AGPL-3.0"
}
}
],
"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
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 57,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 20,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 5,
"top_contributor_share": 0.932
},
"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 93% of commits",
"points": 1.5,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 93
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "5 contributors",
"points": 6.8,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 5
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"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": 51,
"inputs": {
"merged_prs": 22,
"open_issues": 3,
"closed_issues": 7,
"prs_merged_7d": null,
"prs_decided_7d": null,
"prs_merged_30d": null,
"prs_decided_30d": null,
"issue_closed_ratio": 0.7,
"closed_unmerged_prs": 33,
"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": "70% of issues closed",
"points": 29.4,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 70
}
}
],
"max_points": 42
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "22/55 decided PRs merged",
"points": 12,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 22,
"decided": 55
}
}
],
"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 2/8 approved changesets -- score normalized to 2",
"points": 3,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 73,
"inputs": {
"followers": 1001,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "chainreactors",
"public_repos": 61,
"account_age_days": 1578
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "1,001 followers of chainreactors",
"points": 21.6,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 1001,
"login": "chainreactors"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "61 public repos, account ~4 yr old",
"points": 21.6,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 61
}
},
{
"code": "account_age_years",
"params": {
"years": 4
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "exceptional",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"github.com/chainreactors/aiscan"
],
"ecosystems": "go",
"any_deprecated": false,
"min_days_since_publish": 27
},
"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"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 27 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 27
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "60 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 60
}
}
],
"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": 77,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "4 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 4
}
}
],
"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": ".golangci.yml",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml"
}
}
],
"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 4 merged PRs checked by a CI test -- score normalized to 7",
"points": 14,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [
"agent",
"ai",
"ai-pentesting",
"pentesting",
"redteam"
],
"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": "5 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 5
}
}
],
"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": "weak",
"name": "Security",
"value": 36,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "weak",
"name": "Security posture",
"note": null,
"notes": [],
"value": 36,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 18,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 0,
"scorecard_aggregate": 3.6
},
"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 4 merged PRs checked by a CI test -- score normalized to 7",
"points": 1.8,
"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 2/8 approved changesets -- score normalized to 2",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"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": "update tool detected",
"points": 7.5,
"status": "met",
"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 2",
"points": 1,
"status": "partial",
"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 not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "18 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 1
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "excellent",
"name": "AI Readiness",
"value": 82,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 1,
"agent_instruction_files": [
"docs/agent.md",
"skills/scan/agent.md"
],
"agent_instruction_max_bytes": 21136
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "docs/agent.md, skills/scan/agent.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docs/agent.md, skills/scan/agent.md"
}
}
],
"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": "100 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 100,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 89,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum",
"package-lock.json"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"web/frontend/tsconfig.json"
],
"agent_commit_share": 0.13,
"toolchain_manifests": [
"go.mod"
],
"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"
}
}
],
"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": ".golangci.yml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "web/frontend/tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "web/frontend/tsconfig.json"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "13 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 13,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 2",
"points": 2,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "exceptional",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 62559,
"source_files_sampled": 532,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/532 source files over 60KB",
"points": 54.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 532,
"oversized": 1
}
}
],
"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",
"cli",
"tui"
],
"scores": {
"cli": 4,
"tui": 4,
"library": 6
},
"primary": "library",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:go",
"weight": 6
},
{
"tier": "dependencies",
"label": "cli",
"source": "dep:github.com/spf13/cobra",
"weight": 4
},
{
"tier": "dependencies",
"label": "tui",
"source": "dep:github.com/charmbracelet/bubbletea",
"weight": 4
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": true,
"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"
],
"report_type": "repository",
"generated_at": "2026-07-28T22:18:24.334604Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/chainreactors/aiscan.svg",
"full_name": "chainreactors/aiscan",
"license_state": "standard",
"license_spdx": "AGPL-3.0"
}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 — Go.