Requirements engineering and spec-driven development using the spec CLI.
Deep-analysis issue creator — analyzes a bug report, log output, or error description against the codebase, performs root-cause analysis, and files a structured GitHub issue ready for nightshift or af-spec.
Iterative PRD authoring — guides the user through creating a well-structured Product Requirements Document focused on what the system does and how it behaves, not how it is built.
Full-repo quality audit against active specifications -- checks spec conformance, code quality, and test adequacy.
Copies a GitHub issue (title, body, and all comments in chronological order) from an upstream repository into a fork or other target repo using the GitHub CLI and optional jq.
Autonomous code fixer — analyzes a GitHub issue, implements the fix, and lands it.
Security review and vulnerability analysis of application code. Maps trust boundaries and attack surface, identifies flaws and unsafe patterns, assesses exploit potential in defensive terms, and recommends concrete mitigations and hardening steps.
Analyze, refactor, and simplify existing code at both the architecture and line level. Reduces complexity, eliminates redundancy, consolidates files, and applies well-known design principles -- all while preserving functionality and improving maintainability for human readers.