BayramAnnakov

Coach a product leader through producing a 90-day team-transformation plan. Diagnoses current AI maturity from existing artifacts, frames the work by persona (Enterprise / Speed / Founder), forces commitment to a trojan horse + transformation metric + role-shift, and writes transformation-roadmap.md with explicit stage gates. Use after team-assess to convert assessment into action.

Apply Karpathy's autoresearch loop (goal + mechanical fitness + mutable surface + keep-or-revert iteration) to ANY measurable workflow - code, content, sales, research, design, operations, not just ML or software. Use when the user asks to set up an overnight improvement loop, a keep-or-revert experiment workflow, iterative optimization, or asks "can I autoresearch this?". Includes a pre-loop triage that refuses fat-tailed, reflexive, or slow-feedback problems without adapting the mode.

Autonomous prototype builder using the Generator-Evaluator loop. Builds any interactive prototype - pages, dashboards, flows, tools, visualizations - then autonomously improves it across multiple rounds via independent sub-agents. Based on Anthropic's harness architecture (March 2026).

Multi-perspective AI council - get 3-5 expert viewpoints on any product question, with debate and synthesis. Use for strategic decisions, competitive analysis, feature prioritization, or any question where multiple perspectives improve the outcome.

Assess your product team's AI autonomy maturity across 6 dimensions with calibrated examples and generate a visual radar chart

REPLACE THIS — one-line trigger summary that tells Claude when to load this skill. Write it like a tool docstring, not a title. Concrete trigger phrases beat abstract descriptions. Example "Triggers when the user asks about <specific recurring task in your domain>; expects <input shape>; produces <output shape>."

Walks a diff against a 5-point review checklist. Use when the user asks "review this diff", "what should I check in this PR", or pastes code with a question like "anything wrong with this?". Reads files via Glob/Grep/Read; never edits.

Walks a diff against a 5-point review checklist. Use when the user asks "review this diff", "what should I check in this PR", or pastes code with a question like "anything wrong with this?". Reads files via shell; never edits.

Grounded retrieval over cohort 4 memory seeds (roster, lesson designs, dossiers, transcripts). Use when answering any question about what was taught, who's in the cohort, what dossiers exist, or what was said in a past session.

Q&A flow that produces a complete colleague-target.md and starter Constitution from a 5-field dossier. Use this when a cohort 4 student says they want help defining their AI coding colleague's target task, or when "dossier" / "colleague target" / "what should I build" comes up. Released as homework artifact at end of Lesson 1.

Quality audit for PowerPoint decks. Catches layout bugs, design inconsistencies, accessibility issues, AI-generation tells, and silent generator failures.

Personalized onboarding for the AI Personal OS course. Runs a conversational interview to understand who you are, how you work, and what you want from the course — then creates your personal AI environment (CLAUDE.md, user-profile.md, course-goals.md, SOUL.md, achievements.md). Takes about 10-15 minutes. Use at the start of the course to set up your workspace.

Self-learning system that captures corrections during sessions and reminds users to run /reflect to update CLAUDE.md. Use when discussing learnings, corrections, or when the user mentions remembering something for future sessions.

Automate NotebookLM notebook creation from YouTube videos. Given a YouTube video URL, extract information about people featured in the video, research them online, create a new NotebookLM notebook with the video and research as sources, and generate an audio overview. Uses screenshot-first automation to reliably target UI elements.

Interactive guide for creating Remotion videos - from strategic concept to rendered MP4. Use when the user wants to create a video, make a Remotion project, build a product demo video, generate a launch video, make a recurring content template, create a marketing video, or says "I need a video for...", "help me make a video", "video for my product", "remotion video". Covers the full creative process: expert deliberation, scenario design, build, and review. Works alongside the official remotion-dev/skills for API-level guidance.

Executive coaching skill that helps you plan your 2026 using research-backed process goals. Guides you through discovery questions, creates outcome goals, converts them to daily behaviors, and sets up accountability systems. Use when you want to plan your year, set goals, or need a coach to help you stay focused.

Fast, cheap market research using LLM-generated synthetic survey responses with Semantic Similarity Rating (SSR). Runs purchase intent, concept tests, and pricing research in minutes instead of weeks, at $0 per respondent. Based on PyMC Labs' validated methodology (90% correlation with real humans across 57 surveys). Triggers: synthetic research, market research, survey, purchase intent, concept test, consumer research, SSR, synthetic survey, product validation, pricing research, Likert scale.

Multi-agent deliberation for Claude Code - orchestrate AI coding assistants (Claude, Codex, Gemini) for council, debate, and consensus workflows

Build ChatGPT Apps using the Apps SDK and MCP. Use when users want to: (1) Evaluate if their product should become a ChatGPT App (2) Design and implement MCP servers with widgets (3) Test apps locally and in ChatGPT (4) Prepare for App Store submission Triggers: "ChatGPT app", "Apps SDK", "build for ChatGPT", "ChatGPT integration", "MCP server for ChatGPT", "submit to ChatGPT"

IDEO's 51 Design Method Cards for product design, user research, workshop planning, design sprints, and design thinking facilitation. Helps founders, PMs, and designers apply research methods interactively with smart recommendations, facilitation guides, and workshop planning. Triggers: design methods, user research, IDEO, design sprint, design thinking, method cards, facilitation, discovery sprint, empathy research, design research, user interviews, prototyping methods.

Telegram automation assistant using telegram-mcp. Use when users want to: (1) Get a digest of unread Telegram messages (2) Analyze their writing style from channel posts (3) Draft and publish posts to Telegram channels (4) Search and reply to messages across chats Triggers: "telegram digest", "unread messages", "morning summary", "post to channel", "draft telegram post", "analyze writing style", "extract style from channel", "telegram workflow"