Analyze implementation details, trace data flow, and explain technical workings with precise file:line references....
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Retrieve relevant episodic context from memory for informed decision-making. Use when you need past episodes,...
Complete and score a learning episode to extract patterns and update heuristics. Use when finalizing a task to...
Log execution steps during episode execution for detailed tracking and learning. Use when recording tool usage,...
Start a new learning episode in the self-learning memory system with proper context. Use this skill when beginning a...
Domain-specific testing patterns for episodic memory operations. Use when testing episode lifecycle, pattern...
Systematic approach to implementing new features in the Rust memory system following project conventions. Use when...
General-purpose agent for researching complex questions, searching for code, and executing multi-step tasks. Use...
Manage git worktrees for efficient multi-branch development. Use when you need to create worktrees for feature...
Systematic approach to GitHub release preparation following 2025 best practices for Rust workspace projects
Diagnose, fix, and optimize GitHub Actions workflows for Rust projects. Use when setting up CI/CD, troubleshooting...
Invoke for complex multi-step tasks requiring intelligent planning and multi-agent coordination. Use when tasks need...
Execute workflow agents iteratively for refinement and progressive improvement until quality criteria are met. Use...
Execute and troubleshoot memory-cli commands for episode management, pattern analysis, and storage operations. Use...
Use and troubleshoot the Memory MCP server for episodic memory retrieval and pattern analysis. Use when working with...
Execute multiple independent tasks simultaneously using parallel agent coordination to maximize throughput. Use when...
Complex research requiring deeper analysis, multi-step reasoning, and sophisticated source evaluation for technical,...
Highest level of research and reasoning capabilities for complex decision-making with significant consequences,...
Analyze gaps between implementation plans and actual codebase implementation for the Rust self-learning memory project
STRICT GitHub release gatekeeper. Blocks premature releases (from develop, incomplete CI). Verifies PR merged to...
Comprehensive async/tokio testing patterns for episodic memory operations. Use when writing tests for async...
Perform comprehensive Rust code quality reviews against best practices for async Rust, error handling, testing, and...
Create new Claude Code skills with proper structure, YAML frontmatter, and best practices. Use when creating...
Synchronize memories between Turso (durable) and redb (cache) storage layers. Use when cache appears stale, after...