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
61 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.
by loreto
Published AI benchmarks measure brains in jars. They test models in isolation or within a single reference harness — and then attribute all performance to the model. This skill teaches you to decompose agent performance into its two actual components: model capability and harness multiplier. The result is evaluations that predict real-world behavior instead of benchmark theater.
by 高紹育
Deploy a hierarchical team of AI agents to perform 15-30 minute deep-dive research with parallel execution.
Multi-platform content generator for Chinese social media platforms
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 Shippers
Automatically detect, load, and stack the perfect skills combo for any user request.
Cross-platform content repurposer for Chinese social media. One piece of content, multiple platform-native versions.
by Roy Yuen
Generate high-fidelity, structured handoff packets for seamless multi-agent collaboration and session persistence.
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
Turn your AI agent into a coordinator that manages parallel subagents for complex coding and research tasks.
by Roy Yuen
Coordinate specialized AI agent roles for complex planning, implementation, and verification workflows.
by 王晓菲
Eliminate hallucinations and errors using double-blind, multi-agent adversarial verification loops.
by Shogun Labs
Transform Claude Code into a coordinated multi-agent system. Battle-tested tmux orchestration patterns, YAML task queues, event-driven communication, and parallel worker management for 8+ agents.
by 聊言青
A multi-stage, evidence-grounded academic review agent modeled on the AAAI-26 AI Review Pilot research.
by Roy Yuen
Design and audit complex multi-agent workflows with rigorous ownership, evidence gates, and failure recovery policies.
by Aman Garg
Stop burning expensive model tokens on repetitive subtasks. This skill delegates mechanical work to cheaper models and writes handoff snapshots so you never lose context switching between sessions.
by Kevin Cline
Generate professional AI videos from text or images using Kling v1.6 and fal.ai with automated queue management.
by Roy Yuen
A universal, multi-role AI engineering team for autonomous planning, implementation, and rigorous code review.
Bridge OpenCode to the Agensi marketplace to discover and install AI agent skills via MCP.
by Kevin Cline
Convert text to lifelike, expressive speech using the ElevenLabs Multilingual v2 API.
by Roy Yuen
Design, validate, and orchestrate A2A-compliant multi-agent systems using artifact-driven Mesh Flow DAGs.
by Rapa Canola
Intelligently delegate tasks to Claude, Codex, or Gemini based on cost, model strengths, and rate limits.
by Roy Yuen
Design deterministic Mesh Flow guardrail topologies and verifier contracts for complex multi-agent AI systems.
by Roy Yuen
Turn multi-agent intake into client-ready A2A readiness reports, task contracts, and orchestration topologies.