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Implements a rigorous, 5-step methodology to reproduce, isolate, and resolve software bugs without guesswork.
Guides developers through the test-driven development cycle to ensure robust code through red-green-refactor iterations.
Identifies and resolves performance bottlenecks across frontend, backend, and database layers using a data-driven measurement philosophy.
Transforms vague feature ideas into concrete technical designs through structured Socratic questioning and iterative feedback.
Simplifies Rust error handling by generating idiomatic custom error types using the thiserror crate.
Translates cryptic error messages into clear, actionable debugging guides and prevention strategies.
Generates comprehensive, developer-friendly API documentation for REST and GraphQL services directly from your source code.
Implements a multi-layered testing and validation framework to catch bugs across syntax, logic, integration, and user workflows.
Optimizes complex coding tasks by delegating focused subtasks to fresh AI agents to prevent context pollution and improve accuracy.
Eliminates technical debt by identifying and fixing the origin of software bugs rather than patching superficial symptoms.
Generates natural, human-like Git commit messages by analyzing staged code changes and repository history.
Automates Git workflows with natural, human-like commit messages that blend seamlessly into any developer's repository history.
Enforces strict validation of all coding tasks through live command output before allowing any claims of success.
Connects Claude Code to the Canvas LMS API to manage courses, track assignments, and monitor academic progress.
Validates Claude Code plugin structures, configurations, and security practices to ensure seamless integration and deployment.
Initializes the ClaudeShack ecosystem by analyzing your codebase and conversation history to establish a deep, autonomous project baseline.
Streamlines the deployment and management of Smithery MCP servers and Cloudflare Workers for Canvas integrations.
Provides structured diagnostic techniques and recovery strategies to help Claude overcome development roadblocks and avoid repetitive failure loops.
Generates granular, step-by-step implementation plans using TDD principles to streamline complex development workflows.
Implements multi-step development plans through controlled batch execution and mandatory verification checkpoints.
Ensures code quality by requiring fresh command-line evidence before claiming any task is finished.
Maintains living documentation by synchronizing READMEs, API references, and architecture records with your codebase and design decisions.
Implements complex technical plans through structured batch execution and mandatory review checkpoints to ensure implementation accuracy.
Maintains, updates, and generates accurate project documentation by cross-referencing code, conversation history, and expert knowledge.
Generates structured, micro-task-based implementation plans specifically for large language model fine-tuning and NLP workflows.
Monitors session health and automates code quality gates by spawning focused review agents when degradation or complexity thresholds are met.
Executes complex multi-step plans through controlled batch processing and mandatory checkpoint reviews.
Generates comprehensive UI/UX evaluation reports from the perspective of a senior Apple product designer.
Audits frontend codebases, maintains design systems, and implements modern, accessible CSS patterns to ensure visual consistency.
Builds high-quality, accessible user interfaces using the Lit-based CRE8 design system and component library.
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