Backfill function-level contracts (docstrings, type annotations) where missing. Report unresolvable gaps with misuse scenarios. Incremental by default (state-driven).
59
AI 95
systemic-thinking
liza-mas2/18/2026
Systemic Coherence and Risk Analysis
59
AI 95
white-box-red-testing
liza-mas2/21/2026
Find bugs by writing tests that should pass but don't. Invoke manually on user-chosen scope (commits, files, or coverage threshold). Outputs red tests with structured rationale. Use when user asks to...
59
AI 78
black-box-red-testing
liza-mas2/21/2026
Black-Box Red Testing — red tests that expose real bugs
59
spec-review
liza-mas2/8/2026
Specification Review Protocol
56
debugging
liza-mas2/3/2026
Debugging Protocol
51
AI 93
generic-subagent
liza-mas2/3/2026
Context-efficient read-only delegation to subagents
