🦑 Release the Kraken! A 3-layer architecture template for reliable AI agents in Cursor IDE. Tame the chaos, ship with confidence.
Skill Claude CodeCodexCursor
Design, run, and analyze A/B tests (controlled experiments) using Ronny Kohavi's methodology and Gibson Biddle's DHM trade-off analysis. Use when the user needs to plan an experiment, choose metrics (OEC), evaluate statistical significance, assess sample size requirements, avoid common experimentation pitfalls, or…
Skill Claude CodeCodexCursor
Build AI evals using the Husain-Shankar framework (error analysis, open/axial coding, LLM-as-judge). Use when a user needs to create, improve, or debug evals for an AI product — including defining failure modes, building LLM judges, or setting up production monitoring for an LLM application.
Skill Claude CodeCodexCursor
Use after implementing features to simplify and refine code for clarity, consistency, and maintainability.
Skill Claude CodeCodexCursor
Guide teams through building sustainable customer interview habits and discovery practices. Use when setting up weekly customer interviews, preparing interview guides, coaching story-based interviewing technique, synthesizing user research findings, planning assumption tests, or helping teams that say they don't have…
Skill Claude CodeCodexCursor
Evaluate and strengthen product strategy using Gibson Biddle's DHM framework (Delight, Hard-to-copy, Margin-enhancing). Use when the user asks about product strategy, competitive advantage, feature prioritization trade-offs, or wants to stress-test whether a product idea is strategically sound.
Skill Claude CodeCodexCursor
Use when creating or editing structural files like commands, hooks, rules, AGENTS.md, or README files.
Skill Claude CodeCodexCursor
Use when managing context window to optimize token usage and prevent context bloat.
Skill Claude CodeCodexCursor
Use when executing tasks from a plan, running project workflows, or implementing features step-by-step.
Skill Claude CodeCodexCursor
Classify tasks as Leverage, Neutral, or Overhead using Shreyas Doshi's LNO framework to maximize impact and reduce stress. Use when the user is planning their week, feeling overwhelmed, prioritizing a to-do list, doing sprint planning, or asking how to spend their time more effectively.
Skill Claude CodeCodexCursor
Use when managing MCP usage to optimize context window consumption.
Skill Claude CodeCodexCursor
Proactive memory usage for continuity across sessions. Use when a memory MCP is available — this skill governs when to automatically query and store memories, ensuring context persists between conversations. Triggers on task start, project context switch, architectural decision, complex bug resolution, and milestone…
Skill Claude CodeCodexCursor
Build and structure Opportunity Solution Trees (OST) for product discovery. Use when helping define product strategy, map customer needs, structure the opportunity space, prioritize what to build, or run discovery interviews.
Skill Claude CodeCodexCursor
Use when starting a new project, creating implementation plans, or changing context between projects.
Skill Claude CodeCodexCursor
Guide users through writing Product Requirements Documents (PRDs) and decomposing them into executable technical tasks. Use when creating a PRD, product spec, product one-pager, feature brief, PRP, or when breaking requirements into tasks with estimates, sprint planning, or technical decomposition.
Skill Claude CodeCodexCursor
Facilitate a pre-mortem session using Shreyas Doshi's Tigers/Paper Tigers/Elephants framework. Use when the user is planning a launch, starting a critical project, preparing for a major initiative, or wants to proactively identify risks before something goes wrong.
Skill Claude CodeCodexCursor
Evaluate growth strategy, growth team structure, and go-to-market motions using Elena Verna's PLG frameworks. Use when the user asks about product-led growth, PLG, growth team hiring, self-serve vs sales-led motions, product-led sales, PQA/PQL models, growth loops, when to hire a head of growth, earned vs rented…
Skill Claude CodeCodexCursor
Use when choosing technologies, setting up projects, or checking version requirements for development.
Skill Claude CodeCodexCursor
Use when encountering bugs, test failures, unexpected behavior, or any technical issue before proposing fixes.
Skill Claude CodeCodexCursor
Use when creating, updating, or managing task files for projects and plans.
Skill Claude CodeCodexCursor
Use when implementing any feature, bugfix, or code change - write tests first, watch them fail, then implement.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: