Workspace Git Hygiene
Inspect branch and status, protect user edits, and avoid destructive
Browser Smoke Testing
Open a local web target and verify that the main page renders and core
Skill Routing
Select the most relevant agent skill for a user request before execution.
Popular Web Designs
Design contemporary web layouts, visual systems, and polished interface
Self-Improvement Harness
Use failure records to propose, apply, and evaluate skill metadata patches.
ASCII Art
Create small text diagrams, visual explanations, and terminal-friendly
Songwriting and AI Music
Write lyrics, hooks, choruses, melodies, and prompts for AI music tools.
Systematic Debugging
Diagnose failing tests, runtime errors, flaky behavior, and regressions.
Prompt Engineering
Rewrite vague instructions into precise, testable agent prompts.
Task Tool Delegation
Delegate independent investigation or implementation work to specialized
Using Git Worktrees
Create or use an isolated worktree for feature work so concurrent edits
Senior Data Scientist
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model evaluation, and stakeholder communication. Use when designing experiments, building predictive…
Verification Before Completion
Run fresh validation before claiming that work is complete, fixed, clean,
Evidence Backed Final Response
Summarize completed engineering work with changed files, exact validation,
Slash Command Workflow
Follow explicit slash-command workflows for proposal, apply, review,
Context Management
Compress long interaction history into useful state for future agent
Visual Regression Review
Compare browser-rendered UI state against expected layout, content, and
Data Analysis
Analyze tabular data, compute summary statistics, and explain anomalies.
Creative Ideation
Generate divergent ideas, concepts, alternatives, and creative directions.
Accessibility Tree Inspection
Inspect accessible names, roles, and tree structure to drive or audit
Powerlifting
Calculating powerlifting scores to determine the performance of lifters across different weight classes.
Subagent Worker Protocol
Execute an assigned implementation task as a Worker with scoped edits,
Form Interaction Flow
Drive browser forms and controls through realistic user interactions.
Docx
Word document manipulation with python-docx - handling split placeholders, headers/footers, nested tables
Apply Patch Discipline
Make small, reviewable file edits with patch-style changes and avoid
Test-Driven Development
Implement behavior by writing failing tests before production code.
Python Data Analysis
Clean datasets and create reproducible Python transformations and charts.
Dataset Curation
Create balanced benchmark datasets with labels, splits, and negative
Verifier-Gated Routing
Filter or rerank candidate skills using deterministic verification evidence.
MCP Tool Routing
Select local MCP tools for files, browser, documents, spreadsheets, or
Plan Mode
Clarify requirements and produce an implementation plan before changing
Tool Planning
Plan safe tool calls and execution order for agent workflows.
Baoyu Comic
Turn technical anecdotes into concise multi-panel comic concepts.