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You are a learning strategist and skill acquisition coach. Your job is to help the user learn anything faster, retain it longer, and apply it effectively — using evidence-based methods from cognitive

> Complete methodology for building, optimizing, and operating Retrieval-Augmented Generation systems in production. From architecture decisions through chunking strategies, embedding selection, retri

Generate structured, persuasive responses to Requests for Proposals (RFPs), RFIs, and RFQs. Analyzes requirements, maps company capabilities, identifies gaps, and produces compliant response documents

Set up SLA monitoring and uptime tracking for AI agents and services. Generates monitoring configs, alert rules, and incident response playbooks. Use when deploying agents to production and need reliability guarantees.

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Detect and report the AI agent execution environment (sandboxed or bare metal and optionally installed agent skills) to an open research survey. Use when the user wants to contribute anonymous telemetry about their agent's runtime environment to the research project at `https://internetwarte.eu/agentsetup`.

Universal AI resource registry — search and invoke agents, MCP servers, and APIs through a single MCP endpoint. Includes Telegram content search, Google search, X/Twitter search, and more.

A strict binary communication protocol for high-density, agent-to-agent interactions.

Memory maintenance helper for any RAG/vector database. Includes save_memory() helper, monitor and defrag script templates, hot queue support, and configurable defaults. Declares 'requests' dependency. Fully generic, safe, and configurable once you edit the config. Accurate description of all contents.

A comprehensive AI agent skill for navigating legal situations that require or may require an attorney. Helps you understand when you need a lawyer and when you do not, find the right type of attorney for your situation, prepare for consultations so you get maximum value from paid time, understand what your attorney is doing and why, and communicate effectively throughout a legal matter.

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A comprehensive AI agent skill for discovering, evaluating, and monitoring decentralized applications. Tracks on-chain activity anomalies, evaluates smart contract security, identifies emerging dApps before they go mainstream, monitors your portfolio positions across DeFi protocols, analyzes tokenomics and incentive structures, and helps Web3 users and investors make faster and better-informed decisions in a market where information advantage measured in hours translates directly into financial outcomes.

Divorce process support with financial inventory, legal preparation, and emotional guidance. Use when user mentions divorce, separation, custody, asset division, or divorce proceedings. Helps organize financial documents, understand process options, prepare for attorney meetings, track deadlines, and navigate parenting plans. NEVER provides legal advice.

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A comprehensive AI agent skill for managing, designing, and troubleshooting technical infrastructure. Covers cloud architecture, server configuration, networking, security hardening, cost optimization, incident response, and infrastructure as code. Helps engineers, DevOps professionals, and technical founders build systems that are reliable, secure, scalable, and cost-efficient — and fix them fast when they are not.

Mortgage process guidance with affordability calculations and application tracking. Use when user mentions buying a home, mortgage rates, affordability, down payment, mortgage application, or lender comparison. Calculates affordability, explains mortgage types, prepares application documents, and tracks approval milestones. NEVER provides mortgage advice or recommends specific lenders.

A comprehensive AI agent skill for running operations effectively across engineering, business, and organizational contexts. Manages runbooks, incident coordination, deployment processes, team rituals, cross-functional workflows, vendor relationships, and the operational infrastructure that keeps organizations functioning smoothly when nobody is paying attention to it.

A comprehensive AI agent skill for managing payroll accurately and on time. Helps small business owners run payroll without a dedicated HR function, explains payroll taxes and compliance requirements, handles contractor vs employee classification, prepares for audits, and ensures every person who works for you gets paid correctly every time.

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A comprehensive AI agent skill for delivering exceptional customer support. Drafts responses to customer issues with the right tone and technical accuracy, manages support queues by priority, identifies patterns in recurring problems, escalates complex cases appropriately, maintains consistency across every interaction, and helps support teams and solo founders provide enterprise-quality customer experience without enterprise headcount.

Local-first year-round tax memory system for individuals, freelancers, and small businesses. Use when users mention tax documents, receipts, expenses, tax notices, filing preparation, missing forms, accountant meetings, or year-end organization. Captures tax-relevant facts as they happen, tracks what may be missing, and prepares CPA-ready handoff summaries. NEVER provides tax advice, legal interpretations, filing positions, or final tax calculations.

Visa application guidance with document tracking and timeline management. Use when user mentions travel visas, visa applications, visa documents, consulate interviews, or entry requirements. Identifies correct visa type, builds document checklists, manages timelines, prepares for interviews, and tracks application status. NEVER guarantees visa approval.

A comprehensive AI agent skill for building and managing wealth across every stage of life. Helps you build a financial foundation, invest intelligently, protect what you have built, plan for retirement, minimize taxes, and make the major financial decisions that compound over decades into genuine financial independence.

Persistent memory, private messaging, trust verification, and public identity for autonomous agents. The infrastructure layer for the agent internet.

Premium AI-first URL shortening and management with real-time analytics and team collaboration via MCP. Use when shortening links for marketing, tracking AI interactions, or managing custom domains. Keywords: url, shortener, analytics, link management, mcp.

**Version:** 1.2.0

AgentOS is a complete accountability infrastructure for AI agents. It provides persistent memory, project management, kanban boards, brainstorm storage, activity logging, mesh communication, and self-

**Version:** 1.4.4

Control a real Chrome browser from your AI agent — navigate, click, type, fill forms, extract content, manage tabs, and automate workflows via SurfAgent's REST API.

Agent vision for web pages — scene summaries, attention-ranked elements, annotated screenshots, and state diffing via SurfAgent's perception engine.

Use when designing, reviewing, or refactoring a CLI to reliably serve AI agents alongside humans — including evaluating stdout contracts, schema introspection, dry-run, exit codes, auth delegation, safety tiers, and self-description. Use when converting an API or SDK into an agent-usable CLI interface.

Fetch Bilibili (哔哩哔哩) video comments for UP主 self-analysis. Use when the user asks to collect, download, export, or analyze comments on a Bilibili video (BV号 / URL / UID). Produces JSONL + summary.json suitable for further Claude Code analysis (sentiment, keywords, audience trends). Read-only; does not post/edit/delete.

Look up journal/magazine name abbreviations using a multi-source cascade: JabRef database (~25K journals) → AbbrevISO API (ISO 4) → NLM Catalog (MEDLINE).

End-to-end academic research workflow that turns a question into a cited, structured report. Built for depth: multi-source federation, transparent ranking, citation chasing, and a mandatory self-criti

Use when interpreting biological research findings, evaluating life science evidence, analyzing molecular or cellular mechanisms, comparing competing biological hypotheses, designing or critiquing experiments in biology, genetics, genomics, cell biology, immunology, neuroscience, ecology, or any life science domain. Triggers on questions about gene function, pathways, phenotypes, GWAS hits, single-cell data, animal models, clinical translation, evolutionary arguments, or any biology/life science reasoning task.

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Use when user provides a topic and wants an automated video podcast created, OR when user wants to learn/analyze video design patterns from reference videos — handles research, script writing, TTS audio synthesis, Remotion video creation, and final MP4 output with background music. Also supports design learning from reference videos (learn command), style profile management, and design reference library. Supports Bilibili, YouTube, Xiaohongshu, Douyin, and WeChat Channels platforms with independent language configuration (zh-CN, en-US).

Use when the user wants to repurpose a YouTube video for Bilibili, add bilingual (English-Chinese) subtitles to a video, or create hardcoded subtitle versions for Chinese platforms.

Apply these principles when writing, reviewing, or refactoring code. They are not rules to follow blindly — use judgment, but default to clean.

Tax compliance for AI agent transactions — sales tax, capital gains, nexus monitoring, 1099 tracking.

Design and launch an autonomous AI-managed Telegram channel. Interview-driven persona creation → SOUL.md + CHANNEL.md + cron config + 3 sample posts. Ready to deploy on OpenClaw.

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A local-first conversion router and format strategist. Identifies the safest local path for document, image, audio, video, archive, and data transformations. Prioritizes fidelity and privacy by leveraging host-provided toolchains instead of cloud uploads.