Systematic approach to GitHub release preparation following 2025 best practices for Rust workspace projects
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Manage git worktrees for efficient multi-branch development. Use when you need to create worktrees for feature...
General-purpose agent for researching complex questions, searching for code, and executing multi-step tasks. Use...
Systematic approach to implementing new features in the Rust memory system following project conventions. Use when...
Domain-specific testing patterns for episodic memory operations. Use when testing episode lifecycle, pattern...
Start a new learning episode in the self-learning memory system with proper context. Use this skill when beginning a...
Log execution steps during episode execution for detailed tracking and learning. Use when recording tool usage,...
Complete and score a learning episode to extract patterns and update heuristics. Use when finalizing a task to...
Retrieve relevant episodic context from memory for informed decision-making. Use when you need past episodes,...
Analyze implementation details, trace data flow, and explain technical workings with precise file:line references....
Assist developers in writing clean, maintainable code following software engineering best practices. 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...
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
Guides structured ideation through Socratic questioning to explore problems, opportunities, and solutions. Use when...
Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and...