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Patterns for Retrieval-Augmented Generation (RAG) and agent memory systems. Retrieves only relevant context, prevents context bloat, and maintains coherent state across sessions.

A skill for humanizing Russian-language text, removing signs of AI generation and making it more lively. Always use when the user requests to humanize, naturalize, or rewrite Russian text, or when Russian text is provided.

Discover what exists in a Pikku project: functions, tags, middleware, permissions, HTTP routes, channels, schedulers, queues, and more. Use when you need to understand the project structure, find existing functions, or check what middleware and permissions are defined.

Use this skill when reverse-engineering Apple platforms with the ipsw CLI — analyzing iOS/macOS Mach-O binaries, disassembling functions inside dyld_shared_cache (DSC), dumping Objective-C/Swift headers from private frameworks, extracting kernelcaches, KEXTs, SEP, iBoot, or DeviceTree from IPSWs/OTAs, decompiling/querying sandbox profiles (SBPL), querying entitlements, symbolicating crashes/panics

Use when a project needs multi-session retrospective analysis: after milestones, before starting a new phase, when vision drift is suspected, or every 3-5 sessions. Triggers include user saying retro, run a retro, since-last-retro; asks to analyze patterns, recurring mistakes, or correction trends across multiple sessions; says how did we get here or project history in a project-arc context (not s

This skill transforms simple "explain it" requests into a comprehensive learning loop, assessing learning value and depth, then using verification to ensure true understanding, with dynamic checkpoint generation. It's ideal for users who want to deeply learn, master, or verify their understanding, or export learning materials, rather than just summaries or basic explanations.

This skill offers comprehensive guidance for solving mathematical modeling competition problems, covering all CUMCM and MCM/ICM types. It provides analytical tools, model decision matrices, algorithm cookbooks, example playbooks, and code templates in Python and MATLAB, forming a complete problem-solving to writing solution.

Extract insights from transcripts into actionable artifact files.

Public repository for skill aggregation.

Dynamic context management for AI agents. Invoke /protext at session.

Smart short video generator that combines AI images with original video footage.

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