synthesizing institutional knowledge
by loreto
Builds the organizational memory schema your AI agent needs to answer why — capturing decision provenance, causal chains, and event context that embedding-based retrieval permanently discards.
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THE AGENSI STORE
52 skills found
by loreto
Builds the organizational memory schema your AI agent needs to answer why — capturing decision provenance, causal chains, and event context that embedding-based retrieval permanently discards.
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.
by loreto
Evaluates AI coding agent platforms across five structural dimensions that determine real-world performance independently of model quality, so teams select on architectural fit rather than benchmark scores.
by loreto
RAG fails quietly. It retrieves documents, returns confident-looking answers, and misses the question entirely — because the question required connecting facts across documents, reasoning about sequence, or tracing causation. This skill gives you a five-question diagnostic checklist that classifies any failing query as either RAG-safe or structurally RAG-incompatible, then maps it to the specific failure pattern and the architectural fix that resolves it.
by Roy Yuen
Design, debug, and optimize production RAG systems with expert architecture, hybrid search, and grounding strategies.
by Roy Yuen
Architect, scaffold, and harden production-grade AI agents with battle-tested patterns and systematic evaluation.
by Julian
A 5-gate pre-flight audit to ensure your AI agent has the context, scope, and safety boundaries needed to code successfully.
by Kevin Cline
Transform your agent into a Senior Engineer that analyzes architecture and reuses code before writing a single line.
by Frank Brsrk
Detect and ethically author persuasion in copy. Replication-filtered mechanism catalog with per-row ethics gate. Quarantines 13 zombie findings the popular canon still teaches.
by Roy Yuen
Architect, scaffold, and debug production-ready AI agent CLI applications with structured boundaries and packaging.
Senior-level iOS engineering agent specializing in Swift 6, SwiftUI, SwiftData, and Apple Intelligence.
by Roy Yuen
Design and audit complex multi-agent workflows with rigorous ownership, evidence gates, and failure recovery policies.
by Shandra
Teaches AI coding agents to make software engineering decisions before coding, including layer placement, complexity control, refactor timing, and framework-change assessment.
by Roy Yuen
A universal, multi-role AI engineering team for autonomous planning, implementation, and rigorous code review.
by Roy Yuen
Design, validate, and orchestrate A2A-compliant multi-agent systems using artifact-driven Mesh Flow DAGs.
by Shandra
Creates safe modernization roadmaps for old, messy, undocumented, or fragile codebases, including risk audits, refactor phases, dependency reviews, testing plans, migration steps, and AI coding prompts.
by Roy Yuen
Turn multi-agent intake into client-ready A2A readiness reports, task contracts, and orchestration topologies.
Turn complex system documentation into structured, agent-accessible knowledge bases optimized for MCP and AI tools.
by Roy Yuen
A high-precision pre-coding gate that detects conflicting requirements and prevents agents from making wrong assumptions.
by Shandra
Transforms undocumented repositories into professional README files, setup guides, command maps, architecture notes, environment references, testing docs, and AI agent handoff files.
Drastically reduce RAG costs and latency while improving retrieval accuracy through advanced memory architecture.
by Nex AI
Canonical Next.js bridge for secure, real-time communication between browser UIs and local agent gateways.
Every orchestration topology — sequential, parallel, hierarchical, map-reduce, critic-actor — selected and designed for your exact workflow. Full system design with agent roles, interfaces, routing logic, and error paths.
by S0lidByte
Master orchestrator that routes engineering tasks to 18 specialized AI skills with persistent project context.