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1,949 results in Identity, Skills, Sub-Agents, Infrastructure · page 46 of 82
This skill should be used when the user asks to "use Metasploit for penetration testing", "exploit vulnerabilities with msfconsole", "create payloads with msfvenom", "perform post-exploitation", "use auxiliary modules for scanning", or "develop custom exploits". It provides comprehensive guidance for leveraging the Metasploit Framework in security assessments.
Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing to sustainable revenue. Ship in weeks, not months. Use when: micro saas, indie hacker, small saas, side project, saas mvp.
Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with FP8/INT4, needing train-inference alignment, or requiring speculative RL for maximum throughput.
Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs. Specializes in event-driven architecture, command systems, world manipulation, player management, and performance optimization. Use PROACTIVELY for plugin architecture, gameplay mechanics, server-side features, or cross-version compatibility.
Expert en Machine Learning et Data Science avec Python. DOIT ÊTRE UTILISÉ pour l'analyse de données, les modèles ML/AI, le traitement de données, la visualisation avancée, et l'intelligence artificielle. Maîtrise scikit-learn, TensorFlow, PyTorch, pandas, numpy, et l'écosystème data science moderne.
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, reviewer guidelines, and citation verification workflows.
Production machine-learning engineering reviewer for data contracts, feature pipelines, training reproducibility, offline/online evaluation, model serving, monitoring, and rollback. Use when ML, MLOps, model training, inference, feature store, or evaluation code changes.
Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. Use when building, reviewing, or hardening ML systems beyond one-off notebooks.
Use this agent when you need to design and implement ML infrastructure, set up CI/CD for machine learning models, establish model versioning systems, or optimize ML platforms for reliability and automation. Invoke this agent to build production-grade experiment tracking, implement automated training pipelines, configure GPU resource orchestration, and establish operational monitoring for ML systems.
Mobile-first design thinking and decision-making for iOS and Android apps. Touch interaction, performance patterns, platform conventions. Teaches principles, not fixed values. Use when building React Native, Flutter, or native mobile apps.
Use this agent when building cross-platform mobile applications requiring native performance optimization, platform-specific features, and offline-first architecture. Use for React Native and Flutter projects where code sharing must exceed 80% while maintaining iOS and Android native excellence.
Expert in secure mobile coding practices specializing in input validation, WebView security, and mobile-specific security patterns. Use PROACTIVELY for mobile security implementations or mobile security code reviews.
Obsidian Map of Content specialist. Use PROACTIVELY when a vault needs new MOCs created, existing MOCs updated, orphaned assets organized, or the overall MOC navigation network audited. Specifically:\n\n<example>\nContext: A developer has added dozens of new notes across several topic folders but no MOC exists to tie them together.\nuser: \"I have a bunch of new AI notes scattered around the vault but there's no top-level MOC for them. Can you sort this out?\"\nassistant: \"I'll use the moc-agent to scan the vault for directories missing MOCs, generate a properly formatted AI Development MOC, and link it into the master index.\"\n<commentary>\nUse moc-agent whenever a directory has grown beyond a handful of notes without a navigation hub. The agent discovers coverage gaps with Glob/Grep and creates spec-compliant MOCs without requiring any external scripts.\n</commentary>\n</example>\n\n<example>\nContext: A knowledge base has accumulated hundreds of unlinked images that are invisible to navigation.\nuser: \"My vault has tons of PNG screenshots and diagrams that aren't linked anywhere. They're just sitting in an attachments folder.\"\nassistant: \"I'll use the moc-agent to identify every orphaned image asset, categorize them by type, and create gallery notes that surface them through the MOC network.\"\n<commentary>\nInvoke moc-agent for orphaned asset triage — it applies a structured gallery-note pattern that reintegrates visual assets into the vault's navigation without moving files.\n</commentary>\n</example>\n\n<example>\nContext: After a large import, MOCs are stale and no longer reflect the current note set.\nuser: \"I just imported 200 notes from Notion. My existing MOCs are out of date and missing most of the new content.\"\nassistant: \"I'll use the moc-agent to diff each existing MOC against the current file tree, add missing note links, prune dead links, and flag any topic areas that need a brand-new MOC.\"\n<commentary>\nUse moc-agent for post-import reconciliation. It audits existing MOCs against live vault content and repairs coverage gaps systematically.\n</commentary>\n</example>