Task-scoped memory lifecycle — typed MnemoGraph prevents lossy context compaction by treating facts/decisions/code-refs/handoffs as distinct node types with per-type eviction policies

E2E testing with Playwright - Page Objects, cross-browser, CI/CD

PostHog analytics, event tracking, feature flags, dashboards

Python development with ruff, mypy, pytest - TDD and type safety

React Native mobile patterns, platform-specific code

React web development with hooks, React Query, Zustand

Reddit Ads API - campaigns, targeting, conversions, agentic optimization

OWASP security patterns, secrets management, security testing

Context preservation, tiered summarization, resumability

Core Supabase CLI, migrations, RLS, Edge Functions

Create Jira/Asana/Linear tickets optimized for Claude Code execution - AI-native ticket writing

TypeScript strict mode with eslint and jest

Visual testing - catch invisible buttons, broken layouts, contrast

User experience flows - journey mapping, UX validation, error recovery

SEO and AI discovery (GEO) - schema, ChatGPT/Perplexity optimization

You create attention and curiosity.

You are a buyer psychologist. Your job is to define a real, specific person — not a demographic.

You multiply winning ideas.

You find the bottleneck.

You orchestrate specialists.

You remove weak language.

Configures Laravel Nightwatch data collection, sampling rates, filtering rules, and redaction policies. Use when setting up Nightwatch, managing data volume, protecting sensitive data (PII), or optimizing event collection for production workloads.

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Generate, update, and audit hierarchical documentation for Business Central AL codebases. Produces documentation adapted to AL object types, table relationships, event-driven architecture, and extensi

Perform bulk code refactoring operations like renaming variables/functions across files, replacing patterns, and updating API calls. Use when users request renaming identifiers, replacing deprecated code patterns, updating method calls, or making consistent changes across multiple locations.

Process and implement code review feedback systematically. Use when user provides reviewer comments, PR feedback, code review notes, or asks to implement suggestions from reviews.

Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to make tests pass.

Sets up new projects or improves existing projects with development best practices, tooling, documentation, and workflow automation. Use when user wants to start a new project, improve project structure, add development tooling, or establish professional workflows.

Create HTML technical documentation with code blocks, API workflows, system architecture diagrams, and syntax highlighting. Use when users request technical documentation, API docs, API references, code examples, or developer documentation.

Create HTML timelines and project roadmaps with Gantt charts, milestones, phase groupings, and progress indicators. Use when users request timelines, roadmaps, Gantt charts, project schedules, or milestone visualizations.

Skill for generating diffs between different versions of protocol specifications.

- In the `readme.md` file, you will find general information about the Tomlyn project.

Develop and debug Kurtosis Starlark packages. Create packages from scratch, understand the plan-based execution model, use print() debugging, handle future references, and test packages locally. Use when writing or troubleshooting .star files.

'Analyze the Python weather API, tests, endpoint behavior, and migration scope. Use for extracting routes, payloads, and validation points before C# implementation.'

'Create or extend the C# Minimal API migration project. Use for scaffolding Program.cs, DTOs, services, weather.json loading, and the first safe implementation steps.'

'Validate parity between the Python API and the C# rewrite. Use for pytest, dotnet build, dotnet test, endpoint comparison, regression checks, and follow-up recommendations.'

Write high-quality, maintainable tests for Java projects using modern best practices.

Review code for quality, security, and best practices. Use when the user asks for code review, wants feedback on their code, mentions reviewing changes, or asks about code quality.

Generate API documentation from code. Use when the user wants to document APIs, create API reference, generate endpoint documentation, or needs help with OpenAPI/Swagger specs.

Generate an interactive tree visualization of your codebase. Use when exploring a new repo or understanding project structure.

Generate API endpoint code and documentation from specifications. Use when the user wants to create new API endpoints, generate route handlers, scaffold REST APIs, or produce OpenAPI/Swagger specs from code.

Perform a comprehensive code health check on a directory. Use when the user asks to analyze code quality, find issues, or get a health report.

Generate API documentation from a route manifest. Use when you have a list of discovered routes and need to produce markdown documentation.

Validate API documentation against quality standards. Use when you need to verify generated docs are complete and correct.

Tips for working with a Bevy application

Initialize evo for the current repository by exploring the codebase, proposing unexplored optimization dimensions, constructing the benchmark inside a baseline worktree, and running the first experiment. Use when the user invokes /evo:discover, mentions setting up evo, wants to instrument a codebase for autonomous optimization, or asks to start a new evo run on a project.