Ai Personal Os Onboarding
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.
Synthetic Market Research
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Atomize
Atomize any content into your Zettelkasten vault. Accepts text, file paths, or URLs. Extracts atomic ideas, finds connections to existing notes, and saves to your vault.
Linkedin Research Post
Research a topic across multiple platforms and publish a LinkedIn post in your voice. Uses AnySite MCP for research, sub-agents for parallel investigation, /council for review, and Unipile MCP for publishing. Triggers: 'linkedin post', 'research and post', 'write a linkedin post about', 'publish to linkedin'.
Eval Coach
Guide users through building comprehensive AI evaluation strategies using Evaluation-Driven Development (EDD)
Activitywatch Analysis Skill
Focus Engineering with ActivityWatch — analyze app usage, detect death loops, calculate focus scores, generate weekly insights. Three modes: calibrate (first run), analyze (daily/weekly), review (coaching).
Excel Hygiene
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Slide Inspector
Quality audit for PowerPoint decks. Catches layout bugs, design inconsistencies, accessibility issues, AI-generation tells, and silent generator failures.
Team Assess
Assess your product team's AI autonomy maturity across 6 dimensions with calibrated examples and generate a visual radar chart
Cos Review
Chief of Staff Review — diagnose, build, and grow your personal AI operating system. Three modes: setup (first run), review (bi-weekly check-in), status (quick health check).
Triz Dissolve
Take a trade-off ("improving X worsens Y") and dissolve it with TRIZ. Directs the model to act as the contradiction matrix — scanning the full set of 40 inventive principles + the 4 separation principles + ideality/resource analysis (which the LLM already knows) — while enforcing the discipline it skips unprompted - reframe as a physical contradiction, state the Ideal Final Result, separate disso…
Token Audit
Audit Claude Code token usage and find where tokens are leaking. Reads ~/.claude/projects/*.jsonl transcripts AND Claude desktop cowork (local-agent-mode) sessions locally, inventories settings/hooks/skills/MCPs, runs ccusage for baseline spend, then flags the highest-$-impact leaks (hook bloat, CLAUDE.md bloat, Opus on simple turns, context rot, skill description overhead, Bash anti-patterns, ca…
Claude Reflect
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.
Council
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.
Whimsical Strategies
Generate out-of-distribution adversarial prompts for AI agents using the Microsoft Research methodology (May 2026), refined by empirical validation on paradigmxyz/negotiation-challenge. Three modes — discover (pure random Wikipedia, Microsoft replication), exploit (curated empirically-validated primitives like Hostage Crisis Roleplay), costume (proven primitive + Wikipedia seed for domain dressin…
Ai Systems Coach
Critique a hand-drawn stock-flow / causal-loop diagram and identify the system archetype. Use when the user wants to analyze a stock-flow diagram, validate stocks/flows/loops, identify a system archetype (the eight from Pegasus/Senge - Limits to Growth/Success, Shifting the Burden + Addiction, Fixes That Fail, Drifting Goals, Escalation, Growth and Underinvestment, Success to the Successful, Trag…
Prototype
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).
Autoresearch
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 tri…
Clarity Session Review
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Telegram Assistant
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Ideo Method Cards
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Constraint Finder
Find the ONE binding constraint in a flow/process system using Goldratt's Theory of Constraints, classify it as a RESOURCE or (usually) a POLICY, and return the 5 Focusing Steps as concrete actions — Exploit and Subordinate before Elevate. Judges every move against the goal in throughput terms (Throughput up, Inventory down, Operating Expense down). Triggers on "find my constraint", "what's my bo…
Leverage Finder
Map elements of a stock-flow model to Donella Meadows' 12 leverage points, ranked by *promoted* impact for a stated goal and flagged for *wrong-direction* risk (the central Meadows warning that intuition usually pushes the right knob the wrong way). Triggers on "find leverage in my model", "where's the leverage", "Meadows leverage", "rank my interventions", "точки рычага", "найди рычаги в моей мо…
Transformation Roadmap
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.
Why Tree
Diagnose a hard problem by building an evidence-graded "Why Tree" - a Goldratt Current-Reality Tree that fans many AI agents across the problem's branch-space, grades every node by the kind of evidence behind it, refutes the weak branches, and converges on the ONE system constraint plus the cheapest test that would prove it. Use when someone asks "why is X happening / why are we falling short of…
Daily Log
Daily 5-minute energy-mood-focus journal. Creates structured daily logs in notes/ folder. Run this every day to build your personal data foundation for Week 2's Knowledge OS.
Founder Voice Ghostwriter
Collaborative ghostwriting for founders and experts. Extracts first-hand knowledge through structured interviews and transforms it into authentic, non-AI-sounding content. Use when user wants to write thought leadership, blog posts, founder stories, comparison pages, or says things like "help me write", "make this authentic", "rewrite in my voice", or mentions avoiding AI detection.
Ai Stockflow Builder
Commission an interactive stock-flow simulation web app from your AI coding agent (Claude Code or Codex). Use when the user wants to turn a hand-drawn or W2-graded stock-flow diagram into a runnable simulation with sliders. Triggers on Russian and English requests like "построй симуляцию моей модели", "сделай симуляцию из диаграммы", "build a simulation of my stock-flow model", "turn my diagram i…