Mutation must be controlled and localized. Use when reviewing code with scattered mutations or shared mutable state.

Remote MCP server for Google Stitch (AI-driven UI design).

Advanced git operations including rebase, bisect, cherry-pick, and conflict resolution. Use when rebasing branches, debugging with bisect, cherry-picking commits, or resolving complex merge conflicts.

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Write outcome-based, high-signal job descriptions and role scorecards that attract the right candidates and filter the wrong ones. Use for job description, job posting, job ad, role scorecard,...

Use for fastboot operations, flashing partitions, bootloader unlocking, recovery mode, or partition management. Triggers on "fastboot", "flash boot.img", "unlock bootloader", "recovery mode",...

Generate and evaluate startup ideas using off-the-beaten-path insights + Why-Now shift analysis. Produces a Startup Ideation Pack (opportunity theses table, scorecard, top idea brief, validation...

Use when clarifying fuzzy boundaries, defining quality criteria, teaching by counterexample, preventing common mistakes, setting design guardrails, disambiguating similar concepts, refining...

Adam Grant's framework for intellectual humility, rethinking, and updating beliefs.

Use when designing software architecture, refactoring code structure, solving recurring design problems, or when code exhibits symptoms like tight coupling, rigid hierarchies, scattered...

Manage technical debt by producing a Tech Debt Management Pack (debt register, scoring/prioritization, refactor vs rewrite decision memo, incremental paydown plan, migration/rollback plan,...

Build a Sales Qualification Pack (ICP + disqualification rules, qualification scorecard, discovery/qualification script, CRM note template, and pipeline hygiene rules). Use to fix pipeline quality...

Adam Grant's research on achieving greater things through character skills, not just talent.

Build a promotion case and produce a Promotion Case Pack (target role + timeline, ladder mapping, evidence log, impact narrative, manager alignment plan, sponsor/visibility map, submission-ready...

Daniel Kahneman's cognitive psychology framework for understanding decision-making, biases, and judgment.

Principles for writing effective, maintainable tests. Covers naming conventions, assertion best practices, and comprehensive edge case checklists. Based on BugMagnet by Gojko Adzic. Triggers on:...

Stoic Coach & Mentor - perspective, resilience, and wisdom for the challenges of building and leading

Build binary and multiclass classification models using logistic regression, decision trees, and ensemble methods for categorical prediction and classification

Create targeted resume sections optimized for different experience levels and roles

Expert in interactive entertainment, creating immersive experiences with Unity, Unreal Engine, and Godot.