Workflow for analyzing bug reports, tracing root causes, and generating structured bug-fix implementation plans enforcing the Prove-It pattern (failing regression test first) with rollback strategies.
Language-agnostic workflow for code reviews and security audits using a Two-Axis (Standards vs Spec) approach against Clean Code/SOLID principles, generating formal refactoring plans.
Workflow for auditing, designing, and writing structured user & developer documentation based on the Diátaxis Framework (Tutorials, How-to, Reference, Explanation) using test-derived living examples.
Interactive AI Pair Programming & TDD Mentor that guides developers step-by-step through the Red-Green-Refactor cycle and plan execution without writing the final code for them.
Generates or updates highly detailed, machine-readable technical specifications with API contracts, data models, pre-agreed test seams, and ADRs in the /spec/ directory.
Phase 4: Coding & Execution. God-Tier Autonomous TDD Engineer implementing code strictly based on approved /spec/ and /plan/ through Karpathy Guidelines & Red-Green-Refactor.
★not rated 73 3d agoA45 tokens
MIT
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