luisabwk

luisabwk/kraken

Agent Claude Code

Confidence-based code review specialist. Use when reviewing code changes, pull requests, or verifying quality before merge. Applies scoring threshold of 80+ to avoid noise.

luisabwk/kraken

Agent Claude Code

Post-implementation code cleanup specialist. Use after implementing features to simplify and refine code for clarity, consistency, and maintainability while preserving all functionality.

luisabwk/kraken

Agent Claude Code

Systematic debugging specialist. Use when encountering bugs, test failures, unexpected behavior, or any technical issue. Follows a 4-phase root cause analysis process before proposing fixes.

luisabwk/kraken

Agent Claude Code

Product Requirement Prompt (PRP) creation and task decomposition specialist. Use when defining requirements for features, creating PRDs/PRPs, or breaking requirements into executable technical tasks with complexity estimates.

luisabwk/kraken

Agent Claude Code

Test-driven development specialist. Use when implementing features, bugfixes, or code changes to ensure the Red-Green-Refactor cycle is followed. Write tests first, watch them fail, then implement.

luisabwk/kraken

Command Claude Code

Initialize agent, verify setup, and load rules.

luisabwk/kraken

Command Claude Code

Repository hygiene — clean temp files, organize execution folders.

luisabwk/kraken

Command Claude Code

Confidence-based code review checklist.

luisabwk/kraken

Command Claude Code

Git commit with conventional commits format.

luisabwk/kraken

Command Claude Code

Dynamic context management — status, clean, log, save, read.

luisabwk/kraken

Command Claude Code

Run task execution workflow step-by-step.

luisabwk/kraken

Command Claude Code

Switch MCP mode to optimize context window.

luisabwk/kraken

Command Claude Code

Create new Product Requirement Prompt from scratch.

luisabwk/kraken

Command Claude Code

Review and validate an existing PRP.

luisabwk/kraken

Command Claude Code

Command "run" from luisabwk/kraken, covering run project locally and workflow.

luisabwk/kraken

Skill Cursor

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…

luisabwk/kraken

Skill Cursor

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.

luisabwk/kraken

Skill Cursor

Use after implementing features to simplify and refine code for clarity, consistency, and maintainability.

luisabwk/kraken

Skill Cursor

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…

luisabwk/kraken

Skill Cursor

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.

luisabwk/kraken

Skill Cursor

Use when creating or editing structural files like commands, hooks, rules, AGENTS.md, or README files.

luisabwk/kraken

Skill Cursor

Use when managing context window to optimize token usage and prevent context bloat.

luisabwk/kraken

Skill Cursor

Use when executing tasks from a plan, running project workflows, or implementing features step-by-step.

luisabwk/kraken

Skill Cursor

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.