Complete and score a learning episode to extract patterns and update heuristics. Use when finalizing a task to...
cat ~/Nouveau
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Systematic debugging approach for Rust async code with Tokio, Turso, and redb. Use when diagnosing runtime issues,...
Retrieve relevant episodic context from memory for informed decision-making. Use when you need past episodes,...
Find and document file locations in the codebase. Use when you need to locate implementation files, tests,...
Analyze, consolidate, and document codebases through multi-perspective analysis. Use when reviewing project...
Analyze implementation details, trace data flow, and explain technical workings with precise file:line references....
Maintain high code quality through formatting, linting, and static analysis using rustfmt, clippy, and cargo audit....
Assist developers in writing clean, maintainable code following software engineering best practices. Use when...
Build Rust code with proper error handling and optimization for development, testing, and production. Use when...
Dynamically validate that the implemented codebase matches architectural decisions documented in plan files. Use...
Multi-perspective code analysis using three AI personas (RYAN, FLASH, SOCRATES) for comprehensive decision-making....
Coordinate multiple specialized Skills and Task Agents through parallel, sequential, swarm, hybrid, or iterative...
Create or refine well-formed backlog work items for AI-assisted development. Use when drafting a new item, refining...
Detect risk or uncertainty and pause execution. Use before or after plans, commands, diffs, or implementation to...
Execute a single, well-formed work item with minimal, verified changes. Use when a backlog item is ready for...
Flag possible documentation duplication, misplacement, or verbosity. Use when drafting or reviewing docs, backlog...
Detect and surface potential decision-making in work items, plans, diffs, docs, or summaries. Use to flag possible...
Use when building notifications across email, SMS, push, in-app, Slack, Teams, or WhatsApp. Covers transactional...
Best practices for Remotion - Video creation in React
Comprehensive 4D development expert covering modern ORDA patterns, classic 4D methods, query syntax, data types,...
Interact with the ERC-8004 on-chain agent economy. Register agents, discover peers, manage reputation, and enable...
Use features of the DREAM Lab Coder Workspace Environment
Manage Val Town projects using the vt CLI. Use when working with Vals (Val Town serverless functions), syncing code...
Guidelines for proper React useEffect usage and avoiding unnecessary Effects. Use when writing, reviewing, or...