aroyburman-codes
- 21 skills
- 0 followers
- 8 hours ago last updated
- ▌
- ▌ Zero Slop · aroyburman-codesUse when writing any prose — enforces extreme clarity by eliminating AI writing patterns, banned words, structural cliches, and filler. Produces writing that is specific, concise, and has exactly one meaning per sentence.
- ▌ Prompt Coach · aroyburman-codesUse when the user's prompt is vague, overloaded, or missing context that would improve the output. Also use retroactively at session breakpoints to surface prompting patterns the user can improve. Coaches without being annoying.
- ▌ Reflect And Improve · aroyburman-codesUse after completing significant work, recovering from errors, or at session breakpoints to review actions, synthesize learnings, and write persistent improvements to memory files. Reduces repeated mistakes and user friction over time.
- ▌ Pm Writing · aroyburman-codesRewrite or generate PM documents with extreme clarity. Applies principles of canonical docs, numbered lists over bullets, force-ranked priorities, BLUF structure, and visual-first communication. Transforms vague PM writing into precise, actionable docs.
- ▌ Prd Writer · aroyburman-codesGenerate structured Product Requirements Documents (PRDs) from a feature brief, idea, or problem statement. Covers problem definition, user stories, requirements, success metrics, and launch plan. Adapts to AI/ML product contexts.
- ▌ Technical Pm · aroyburman-codesStructured technical PM framework for AI product roles. Covers: RLHF, evals, RAG, LLM deployment, system design, API design.
- ▌ Analytical Pm · aroyburman-codesStructured analytical and metrics framework for AI product roles. Covers: metrics, goal-setting, root-cause analysis, trade-offs, A/B tests.
- ▌ Behavioral Pm · aroyburman-codesStructured behavioral PM framework for AI product roles. Covers: leadership stories, conflict resolution, stakeholder management.
- ▌ Pm Case Study · aroyburman-codesGenerate end-to-end PM case studies from real AI product launches, pivots, and decisions. Analyzes what happened, why, what the PM likely decided, trade-offs made, and lessons learned.
- ▌ Product Sense · aroyburman-codesStructured product sense/design framework for AI product roles. Covers: design a product, improve X, productize a capability.
- ▌ Launch Checklist · aroyburman-codesGenerate launch readiness checklists for product releases. Covers engineering, QA, design, legal, marketing, support, and rollback planning. Adapts to launch size (feature flag, beta, GA) and AI/ML-specific requirements.
- ▌ Metric Dashboard · aroyburman-codesDesign metric dashboards and KPI tracking plans for products and features. Defines what to measure, how to measure it, alert thresholds, and dashboard layout. Covers product, business, and technical metrics.
- ▌ Mock Interviewer · aroyburman-codesInteractive PM mock interview simulator for AI product roles. Plays the role of interviewer, asks follow-ups, scores answers against hiring rubrics, and provides detailed feedback. Supports all round types: product sense, strategy, analytical, technical, behavioral.
- ▌ Product Strategy · aroyburman-codesStructured product strategy framework for AI product roles. Covers: market entry, competitive positioning, build-vs-buy, long-term vision.
- ▌ Stakeholder Brief · aroyburman-codesWrite exec-ready stakeholder updates, decision documents, and status reports. Adapts tone and detail level for different audiences (exec team, engineering, cross-functional). Structured for fast decision-making.
- ▌ AI Ethics Tradeoffs · aroyburman-codesFramework for navigating AI safety, ethics, and capability trade-off discussions. Covers responsible scaling, content policy, bias, privacy, dual-use, and alignment.
- ▌ AI Market Landscape · aroyburman-codesReal-time competitive analysis of the AI market. Covers foundation models, products, pricing, moats, and strategic positioning across major AI labs and emerging players.
- ▌ AI Product Teardown · aroyburman-codesStructured teardown of AI products (ChatGPT, Claude, Gemini, Perplexity, Copilot, etc.). Analyzes product decisions, UX patterns, technical architecture, business model, and competitive positioning.
- ▌ Prioritization Matrix · aroyburman-codesScore and rank features or initiatives using RICE, ICE, weighted scoring, or custom frameworks. Generates a prioritized backlog with clear rationale. Use for: sprint planning, roadmap decisions, feature trade-offs.
- ▌ User Research Synthesis · aroyburman-codesSynthesize user interviews, survey results, feedback, and support tickets into structured insights. Identifies themes, pain points, and opportunities. Generates research reports ready for stakeholders.