Browse All Agent Skills

Claude Skill Development

Creates and manages Claude Code skills following Anthropic's official best practices and activation patterns.

Negative Contrastive Framing

Defines concepts, quality criteria, and decision boundaries by identifying what they are not through anti-goals and near-miss examples.

Minitest Coder

Writes idiomatic and comprehensive Minitest tests for Ruby on Rails applications.

Strategic Foresight & Trend Scanning

Analyzes external environments and detects emerging trends to inform strategic planning and scenario development.

Meta Prompt Engineering

Transforms vague instructions into structured, constraint-aware prompts for consistent and high-quality AI outputs.

Ruby Coder

Generates clean, idiomatic Ruby 3.x code adhering to Sandi Metz’s maintainability standards and modern syntax best practices.

D3.js Data Visualization

Builds custom, interactive data-driven visualizations using D3.js for complex layouts, maps, and bespoke charting requirements.

Bayesian Reasoning & Calibration

Implements systematic Bayesian probability updates to improve forecasting and decision-making under uncertainty.

Shallow Clone

Clones Git repositories to temporary local directories using shallow depth for rapid code analysis.

Hypotheticals and Counterfactuals

Enables Claude to explore alternative scenarios, test assumptions, and perform pre-mortem analysis to improve decision-making and risk assessment.

Scout Mindset Bias Check

Detects and mitigates cognitive biases to improve decision-making, forecasting accuracy, and intellectual honesty.

Mapping & Visualization Scaffolds

Generates structured visual representations of complex systems, dependencies, and information architectures using ASCII and Markdown.

Forecast Pre-Mortem

Stress-tests predictions by assuming failure and working backward to identify hidden risks and blind spots.

Symmetry Group Identifier

Maps identified symmetries to mathematical groups to formalize requirements for equivariant and invariant neural network architectures.

Memory Retrieval & Learning

Optimizes long-term knowledge retention using evidence-based cognitive science techniques like spaced repetition and active recall.

Decision Matrix

Facilitates transparent, data-driven decision-making by comparing multiple alternatives against weighted criteria to identify the optimal choice through structured trade-off analysis.

Scientific Email Polishing

Refines academic and scientific correspondence, including journal cover letters and reviewer responses, to ensure professional tone and clear communication.

Code Data Analysis Scaffolds

Provides structured frameworks and systematic workflows for Test-Driven Development (TDD), data exploration, and statistical modeling.

Heuristics and Checklists

Streamlines decision-making and prevents procedural errors through mental shortcuts and structured validation frameworks.

Deliberation & Red Teaming

Conducts structured adversarial reviews to challenge assumptions and identify hidden vulnerabilities in plans or architectures.

Systems Thinking & Leverage Points

Analyzes complex systems to identify high-leverage intervention points and feedback loop dynamics for more effective problem-solving.

Chain Spec & Risk Metrics

Automates the creation of comprehensive project plans by integrating detailed specifications, proactive risk assessments, and measurable success criteria.

Model Equivariance Auditor

Verifies that machine learning models correctly respect intended symmetries through systematic numerical tests and debugging guidance.

Prototyping & Pretotyping Expert

Validates product ideas and technical assumptions using low-cost pretotyping techniques and iterative prototyping workflows.

Prioritization Effort-Impact Matrix

Prioritize product backlogs and feature roadmaps using a systematic 2x2 effort-versus-impact matrix to identify quick wins and strategic bets.

Symmetry Validation Suite

Validates symmetry hypotheses in datasets and models through empirical invariance and equivariance testing protocols.

Scientific Clarity Checker

Analyzes scientific documents to ensure logical rigor, argument soundness, and precise alignment between claims and empirical evidence.

Reviews, Retros & Reflections

Facilitates structured team retrospectives and project post-mortems to drive continuous improvement and actionable insights.

Dialectical Mapping & Steelmanning

Resolves polarized debates and false dichotomies by identifying strongest arguments for opposing views to synthesize principled, higher-order solutions.

Portfolio Roadmapping Bets

Manages complex strategic initiatives across multiple time horizons using a disciplined betting framework for resource allocation and risk management.