designing-hybrid-context-layers
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.
New: Credits are here. One balance for web and MCP. See pricing
Works with every major AI coding agent
Skills are portable instruction sets that extend what AI coding agents can do. Each skill is a SKILL.md file your agent reads to learn new capabilities, from writing tests to deploying infrastructure. Compatible with Claude Code, OpenClaw, Codex CLI, Cursor, and 20+ agents. Browse the marketplace to find skills built by the community, or publish your own.
39 skills found
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.
Professional prompt engineering patterns for building robust, secure, and production-ready LLM applications.
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
Professional prompt engineering, audit, and evaluation system for production-grade AI agents and workflows.
by Roy Yuen
Design, debug, and optimize production RAG systems with expert architecture, hybrid search, and grounding strategies.
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 Rian O'Leary
Audit and fix your website's visibility for AI agents like ChatGPT, Claude, and Perplexity.
Autonomous 24/7 trading signal daemon for Base chain using social attention divergence and zero-cost LLM rotation.
by Roy Yuen
Turn raw agent traces and tool logs into professional production-readiness audits and remediation reports.
by Roy Yuen
Audit your AI agent's evaluation coverage to identify missing release gates and production risks.
by Roy Yuen
Design, debug, and harden AI control loops with explicit contracts and automated verification harnesses.
by Roy Yuen
Turn your AI agent into a digital librarian that builds and audits a persistent markdown knowledge base.
Transform long AI conversations into high-fidelity, qualia-preserving .srec memory coils for perfect continuity.
Architect, scaffold, and harden production-grade AI agents with battle-tested patterns and systematic evaluation.
by Rian O'Leary
Transform raw skill documentation into high-conversion, readable marketplace listings without losing LLM context.
by rayyer
Adaptive GDPR, CCPA, security, and AI compliance audit with severity-graded findings and law citations
A proactive governance layer that validates MCP tool intent and scope to ensure safe, compliant agent behavior.
Penetration-test your Claude Code agent's guardrails before you deploy. Throws prompt-injection payloads, shell-chaining, and path-traversal attempts at your PreToolUse/PostToolUse hooks and sensitive-file protections, then returns a pass/fail report on 10+ attack vectors with copy-paste remediation for every gap.
Humanize AI writing without changing the facts: strips the tells (delve, tapestry, em-dash abuse, throat-clearing) and rewrites flat LLM prose into sharp, concrete, human-sounding copy. Feed it a writing sample and it builds a reusable voice profile so every future draft sounds like you, not the model.
Analyzes AI agents for performance, reliability, security, and optimization opportunities.
Systematic audit for AI prompts to detect security flaws, bias, and cost-inefficiencies with auto-optimization.
by Nex AI
Production-ready Claude API integration with dual-model routing, token tracking, and resilient retry logic.
by Nex AI
High-reliability Dutch content engine with a Claude-Gemini-Qwen fallback chain and template safeties.
by Samoxis
Monitor your local Ollama server and get Telegram alerts when models crash, the GPU runs out of memory, or downloads stall.
Discover AI agent skills that accelerate UI development, component generation, CSS styling, and design system workflows. These skills help agents write cleaner front-end code and ship pixel-perfect interfaces faster.
View allEquip your AI coding agent with skills for writing unit tests, integration tests, and end-to-end tests. Improve code coverage, catch regressions early, and automate quality assurance workflows.
View allSkills that help AI agents manage CI/CD pipelines, Docker containers, infrastructure-as-code, and cloud deployments. Automate your deployment workflows and reduce operational overhead.
View allGive your AI agent the ability to perform thorough code reviews, identify anti-patterns, suggest refactors, and enforce coding standards automatically across your codebase.
View allSkills that help AI agents generate READMEs, API docs, inline comments, changelogs, and technical writing. Keep your documentation accurate and up-to-date with minimal effort.
View allBoost your development workflow with skills for task management, code scaffolding, boilerplate generation, and workflow automation. Help your AI agent save you hours of repetitive work.
View allSkills for working with databases, data pipelines, ETL processes, SQL optimization, and data modeling. Help your AI agent handle complex data transformations and schema design.
View allEquip your AI agent with skills for building REST APIs, GraphQL endpoints, authentication flows, and API integrations. Design, document, and ship robust APIs faster.
View all