implement
01Command Claude Code
Implement code from the approved plan.
Command Claude Code
Implement code from the approved plan.
Command Claude Code
Generate an implementation plan from paper summaries.
Command Claude Code
Read and summarize arXiv papers from the latest week folder.
Command Claude Code
Run the full research-to-code pipeline (read papers → plan → code → review).
Command Claude Code
Review generated code for correctness and paper alignment.
Skill Claude CodeCodex
Design the software architecture and component breakdown for implementing research paper techniques. Use this when creating the implementation plan to define system structure.
Skill Claude CodeCodex
Analyze and select third-party libraries and frameworks needed to implement the research paper. Use this when planning dependencies to avoid version conflicts and bloat.
Skill Claude CodeCodex
Extract and catalog all mathematical equations, formulas, and pseudocode from a research paper. Use this when you need precise mathematical details for implementation.
Skill Claude CodeCodex
Send code back to the coder agent with reviewer feedback for a rework iteration. Use this when the reviewer reports NEEDSCHANGES or FAIL, and the user approves a rework cycle.
Skill Claude CodeCodex
Verify that the generated code faithfully implements the algorithms and techniques described in the source research papers. Use this during code review to check paper-to-code alignment.
Skill Claude CodeCodex
Check the current state of the research-to-code pipeline by inspecting output directories for summaries, plans, code, and reviews. Use this when you need to understand what stages have been completed and what's pending.
Skill Claude CodeCodex
Execute code in an isolated sandbox to verify correctness. Use this whenever you write or modify code to ensure it runs without errors before moving on.
Skill Claude CodeCodex
Perform a security audit on generated code checking for vulnerabilities, unsafe practices, and exposed secrets. Use this during code review to ensure the implementation is safe for production.
Skill Claude CodeCodex
Produce a structured, implementation-focused summary of a research paper. Use this when reading any paper (PDF, markdown, or arXiv) to ensure consistent, actionable summaries.
Skill Claude CodeCodex
Generate unit tests for implemented modules to verify correctness of individual components. Use this after writing code to create a test suite.