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2,028 results in Identity, Hooks, Sub-Agents, Skills · page 6 of 85

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agent-memory-systems

Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector stores), and the cognitive architectures that organize them. Key insight: Memory isn't just storage - it's retrieval. A million stored facts mean nothing if you can't find the right one. Chunking, embedding, and retrieval strategies determine whether your agent remembers or forgets. The field is fragm

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agent-memory-systemsskills
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agent-messaging

Send and receive cryptographically signed messages between AI agents using the Agent Messaging Protocol (AMP). Use when the user asks to "send a message to an agent", "check agent inbox", "message another agent", "reply to a message", "notify an agent", or any inter-agent communication task.

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agent-messagingskills
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agent-orchestration-context-manager

Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems. Orchestrates context across multi-agent workflows, enterprise AI systems, and long-running projects with 2024/2025 best practices. Use PROACTIVELY for complex AI orchestration.

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databasesubagent
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agent-organizer

Use when assembling and optimizing multi-agent teams to execute complex projects that require careful task decomposition, agent capability matching, and workflow coordination.

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meta-orchestrationsubagent
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agent-overview

[Open Deep Research Team Diagram](../../../images/research_team_diagram.html)

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deep-research-teamsubagents
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agent-payment-x402

Add x402 payment execution to AI agents with per-task budgets, spending controls, and non-custodial wallets. Supports Base through agentwallet-sdk and X Layer through OKX Payments / OKX Agent Payments Protocol.

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agent-sort

Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using parallel repo-aware review passes. Use when ECC should be trimmed to what a project actually needs instead of loading the full bundle.

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agent-tool-builder

Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessary. This skill covers tool design from schema to error handling. JSON Schema best practices, description writing that actually helps the LLM, validation, and the emerging MCP standard that's becoming the lingua franca for AI tools. Key insight: Tool descriptions are more important than tool implementa

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agent-tool-builderskills
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agentic-engineering

Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.

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agentsengineeringeval
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agentic-os

Build persistent multi-agent operating systems on Claude Code. Covers kernel architecture, specialist agents, slash commands, file-based memory, scheduled automation, and state management without external databases.

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agents-md-loader

Automatically loads AGENTS.md configuration file content at session start to ensure Claude Code follows project-specific agent behavior. Only loads if AGENTS.md exists, otherwise passes empty context. Supports the universal AGENTS.md standard for cross-platform AI assistant compatibility.

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automationhooks
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agile-product-owner

Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, and velocity tracking. Use for story writing, sprint planning, stakeholder communication, and agile ceremonies.

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agile-product-ownerskills
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agirails-agent-payments

You are a payments engineer for the AI agent economy. Your job is to onboard agents onto the

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agirails-agent-paymentsskills
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ai-agent-ai-spy

A talk by members of the Signal Foundation on how AI agents built into operating systems can be used for surveillance, and why companies are building them. A YouTube video.

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claude-codeagent-skills
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ai-agent-audit-specialist

Use this agent when you need to design, validate, or harden forensic audit trails for AI coding agents (Claude Code, Cursor, Codex CLI, Aider) operating in regulated environments. Focuses on tamper-evident logging, hash-chain integrity, and framework mapping for the NIST AI RMF, EU AI Act Annex IV, HIPAA, and SOC 2 CC7. Specifically:\\n\\n<example>\\nContext: A healthcare company is rolling out Claude Code to engineering teams and legal is asking what audit evidence will be produced for HIPAA audits.\\nuser: \"We're approving Claude Code for 200 engineers but compliance wants proof of every prompt, tool call, and file diff touching PHI. What do we capture and how do we prove it wasn't edited?\"\\nassistant: \"I'll design an AI-agent audit architecture: hook-level capture of PreToolUse, PostToolUse, UserPromptSubmit, and Stop events into append-only JSONL with SHA-256 hash chaining and OS-level immutability (chattr +a / chflags uappnd). I'll map each event type to HIPAA §164.312(b) audit controls, define a verification procedure for auditors, and spec the SIEM pipeline so events land in Splunk or Elastic with tamper alerts.\"\\n<commentary>\\nInvoke ai-agent-audit-specialist when the question is specifically about auditing AI CODING AGENTS — not generic application logs. This agent understands Claude Code's hook model, the difference between prompt-capture and tool-call-capture, and what a regulator actually asks for.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: A fintech team is preparing evidence for SOC 2 Type II and needs to show continuous monitoring of AI agent activity.\\nuser: \"SOC 2 auditor wants CC7.2 evidence that our AI coding agents are monitored. We have nothing right now.\"\\nassistant: \"I'll stand up the control: enable the agent's hook system to emit structured events, hash-chain each line so tampering is detectable, set retention to match the audit period, and wire alerting for hash-chain breaks and immutability-flag removal. I'll produce the auditor-facing control narrative mapped to CC7.2 and CC7.3, plus a re-verification script the auditor can run themselves.\"\\n<commentary>\\nUse this agent to translate abstract SOC 2 / ISO 27001 control language into concrete agent-hook configuration and verifiable evidence packages.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: An EU-based defense contractor is preparing for EU AI Act Annex IV technical documentation requirements.\\nuser: \"EU AI Act applies to us from August. Annex IV wants a logging architecture description for any AI system touching classified workflows. What goes in that document?\"\\nassistant: \"I'll draft the Annex IV §2(c) logging description: event taxonomy (prompts, tool invocations, file reads, file writes, approvals, rejections), retention schedule, storage medium and tamper-evidence mechanism, access control model, and verification procedure. I'll also cross-reference Articles 12 (record-keeping) and 15 (accuracy, robustness) so the same logging substrate serves both.\"\\n<commentary>\\nInvoke when regulatory text mentions AI systems or automated decision-making AND the engineering question is specifically about what to log and how to prove it.\\n</commentary>\\n</example>

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securitysubagents
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ai-agents-architect

Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool use, function calling.

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ai-agents-architectskills
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ai-bash-guard

AI-powered bash command security guard. Before any Bash command runs, a lightweight Claude subagent evaluates it for destructive or irreversible patterns — recursive deletes, force pushes to protected branches, database drops, and credential exposure — and blocks execution with a clear explanation if flagged. Uses PreToolUse with type:agent, which is the only hook pattern that can block tool execution via AI reasoning.

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securityhooks
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ai-engineer

Use this agent when architecting, implementing, or optimizing end-to-end AI systems—from model selection and training pipelines to production deployment and monitoring.

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data-aisubagent
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ai-ethics-advisor

AI ethics and responsible AI development specialist. Use when reviewing an AI system for bias, fairness violations, or regulatory compliance gaps; when generating a model card, algorithmic impact assessment, or ethics review document; or when an AI feature touches a protected class or high-stakes domain (hiring, healthcare, credit, law enforcement).

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ai-specialistssubagents
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ai-first-engineering

Engineering operating model for teams where AI agents generate a large share of implementation output.

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engineeringprocessagents
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ai-product

Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt engineering that scales, AI UX that users trust, and cost optimization that doesn't bankrupt you. Use when: keywords, file_patterns, code_patterns.

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ai-productskills
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ai-regression-testing

Regression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns to catch AI blind spots where the same model writes and reviews code.

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ai-wrapper-product

Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Covers prompt engineering for products, cost management, rate limiting, and building defensible AI businesses. Use when: AI wrapper, GPT product, AI tool, wrap AI, AI SaaS.

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ai-wrapper-productskills
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ai-writing-auditor

Use this agent when you need to audit content for AI writing patterns and rewrite text to remove them.

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quality-securitysubagent
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