SkilLab AI Frameworks
Quatro frameworks abertos para fazer IA caber em times reais. Da escada de agência individual à taxonomia de defesa contra prompt injection. Em PT-BR, EN e ES.
Português
AI Agency Ladder: cinco níveis de agência com IA, da curiosidade individual à infraestrutura organizacional
L1 Curiosity · L2 Individual fluency · L3 Team workflows · L4 Departmental skills · L5 Organizational infrastructure
AI Agency Ladder é o framework SkilLab AI de cinco níveis para diagnosticar e desenvolver agência com IA — do explorador individual à empresa com infraestrutura de IA como camada operacional.
🟠 BuilderHarness Stack: as nove camadas que cercam um prompt em produção
Context · Constraint · Verification · Feedback · Advisor · Emotion · Durable pause · Confidence gating · Failure corpus
Harness Stack é o framework SkilLab AI de nove camadas que separam um prompt funcional em demo de um agente confiável em produção.
🟠 BuilderAgent Trust Stack: cinco dimensões para decidir qual tarefa delegar a qual agente
Reversibility · Blast radius · Auditability · Cost · Time
Agent Trust Stack é o framework SkilLab AI de cinco dimensões que estrutura a decisão de delegação para agentes de IA — quando confiar, quando exigir confirmação, quando bloquear.
🔴 ResearchPrompt Infection Taxonomy: cinco vetores de ataque para threat modeling de agentes
Direct · Indirect · Multi-turn · Tool-mediated · Cross-agent propagation
Prompt Infection Taxonomy é a lente SkilLab AI em cinco vetores para classificar e defender contra prompt injection em sistemas de agentes, da injeção direta à propagação cross-agent.
English
AI Agency Ladder: five levels of agency with AI, from individual curiosity to organizational infrastructure
L1 Curiosity · L2 Individual fluency · L3 Team workflows · L4 Departmental skills · L5 Organizational infrastructure
AI Agency Ladder is the SkilLab AI framework of five levels for diagnosing and developing AI agency — from the curious individual explorer to the enterprise with AI as an operational infrastructure layer.
🟠 BuilderHarness Stack: the nine layers wrapping a prompt in production
Context · Constraint · Verification · Feedback · Advisor · Emotion · Durable pause · Confidence gating · Failure corpus
Harness Stack is the SkilLab AI framework of nine layers that separate a working demo prompt from a trustworthy production agent.
🟠 BuilderAgent Trust Stack: five dimensions for deciding which task to delegate to which agent
Reversibility · Blast radius · Auditability · Cost · Time
Agent Trust Stack is the SkilLab AI framework of five dimensions that structures the delegation decision for AI agents — when to trust, when to require confirmation, when to block.
🔴 ResearchPrompt Infection Taxonomy: five attack vectors for agent threat modeling
Direct · Indirect · Multi-turn · Tool-mediated · Cross-agent propagation
Prompt Infection Taxonomy is the SkilLab AI lens in five vectors for classifying and defending against prompt injection in agent systems, from direct injection to cross-agent propagation.
Español
AI Agency Ladder: cinco niveles de agencia con IA, de la curiosidad individual a la infraestructura organizacional
L1 Curiosity · L2 Individual fluency · L3 Team workflows · L4 Departmental skills · L5 Organizational infrastructure
AI Agency Ladder es el framework SkilLab AI de cinco niveles para diagnosticar y desarrollar agencia con IA, del explorador individual a la empresa con infraestructura de IA como capa operativa.
🟠 BuilderHarness Stack: las nueve capas que rodean un prompt en producción
Context · Constraint · Verification · Feedback · Advisor · Emotion · Durable pause · Confidence gating · Failure corpus
Harness Stack es el framework SkilLab AI de nueve capas que separan un prompt funcional en demo de un agente confiable en producción.
🟠 BuilderAgent Trust Stack: cinco dimensiones para decidir qué tarea delegar a qué agente
Reversibility · Blast radius · Auditability · Cost · Time
Agent Trust Stack es el framework SkilLab AI de cinco dimensiones que estructura la decisión de delegación para agentes de IA — cuándo confiar, cuándo exigir confirmación, cuándo bloquear.
🔴 ResearchPrompt Infection Taxonomy: cinco vectores de ataque para threat modeling de agentes
Direct · Indirect · Multi-turn · Tool-mediated · Cross-agent propagation
Prompt Infection Taxonomy es la lente SkilLab AI en cinco vectores para clasificar y defender contra prompt injection en sistemas de agentes, de la inyección directa a la propagación cross-agent.