designing hybrid context layers
by loreto
Architects the right retrieval strategy for every query — teaching your agent when to use RAG, a knowledge graph, or a temporal index instead of defaulting to vector search for everything.
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THE AGENSI STORE
23 skills found
by loreto
Architects the right retrieval strategy for every query — teaching your agent when to use RAG, a knowledge graph, or a temporal index instead of defaulting to vector search for everything.
Clone any webpage into fully editable native Elementor Pro widgets with pixel-perfect accuracy.
by Roy Yuen
Design, debug, and optimize production RAG systems with expert architecture, hybrid search, and grounding strategies.
by Roy Yuen
Prevent vulnerabilities before they happen by forcing early security framing and secure-by-default design patterns.
by Roy Yuen
Design, debug, and harden AI control loops with explicit contracts and automated verification harnesses.
by Frank Brsrk
Design rigorous chaos engineering experiments and resilience audits to verify production system reliability.
Design and evaluate production-grade observability systems using the 12-layer Full Stack Observatory reference model.
Transform your trading strategy into a rigorous, 5-layer operational system to eliminate emotional decision-making.
by LocoLoboZ
Convert SOPs and checklists into configuration-ready BMC Remedy Service Request and Work Order design documents.
by LocoLoboZ
Build, review, and automate structured incident response playbooks for enterprise security operations.
by Joker
WeChat ecosystem private domain operations. WeCom/community/mini-program strategies, funnel design, 3-layer engagement matrix.
by Nex AI
Resiliently extract brand palettes and fonts from any URL using a 4-tier strategy with SSRF protection.
by Nex AI
Organize self-hosted services into a structured agency operating system with port mapping and retainer models.
Architect high-performance, secure CI/CD pipelines with fail-fast logic and automated deployment strategies.
Production prompts grow by accretion — every failure gets another appended rule until the prompt is two thousand words of contradictions that the model navigates unpredictably
Architects comprehensive, 30+ item classroom decor bundle specs for high-volume Etsy & TpT teacher-seller shops.
Design, diagnose, and optimize high-performance RAG systems with an engineering-first framework.
A retrieval architect that diagnoses why RAG returns confident-but-wrong answers, picks the right context architecture (RAG vs knowledge graph vs structured/temporal retrieval) instead of defaulting to vector search, and designs the institutional-memory schema embeddings throw away.
by Kaymue
Design SLOs/SLIs for any service. Generates Prometheus rules, Grafana dashboards, burn-rate alerts. Google's 2%/50% model.
by Al1as
A high-discipline decision-governance layer to prevent AI agents from acting on poor evidence or conflicting goals.
Convert design screenshots into deploy-ready landing pages with optimized AI-generated hero video loops.
by John Barros
Architect resilient, human-in-the-loop agent workflows with strict stop criteria, budgets, and validation rubrics.
by John Barros
Design human-supervised customer retention scaffolds with integrated approval loops and context mapping.