Prepare a grounded architecture decision across interacting operational slices — a Bohm-inspired whole-to-parts-to-whole inquiry for god objects, ownership boundaries, architecture smell, event/reducer/controller choices, and decision dossiers. Starts from…
Judge whether the existing architecture is fit for this product through an isolated, code-grounded reviewer and explicit quality axes. Use after a migration, before a feature that assumes the current shape, when the meters are green but something feels wrong,…
Price an already-chosen migration before it starts: enumerate the class, census and price the unit, choose and reject leverage devices explicitly, declare retirement beside debt, then batch the family and codemod the mechanical part. Use for a…
Drive a change big enough to warrant its own PR — from diagnosis to a review-ready pull request — the house way: the ordered loop this repo and its upstream forks (repowise) use: restore context, diagnose to root cause offline, PoC to prove tractability,…
Author a new pytest test for the Saitenka overlay the house way — pick the test tier, decide real-vs-fake at each boundary, construct-vs-fixture, and the assertion ladder, then write it against the real fakes. Use when adding or rewriting a test under tests/:…
Run grounded prior-art, SOTA, or competitor research where an external system proposes and we verify against fetched sources and our repo/memory. Use for “research prior art”, “survey the field”, “compare approaches”, “is X state of the art”, or a rival…
Run or resume one Saitenka Sharpen audit: triage a module, measure its existing tests, propose a test-only improvement, apply the deterministic anti-lobotomization gate, obtain two isolated adversarial reviews, and record a dry-run or PR-ready result. Trigger…
Author a new saitenka .agents/skills skill well, once a skill is the right home — the structure (SKILL.md procedure + references/ depth + grep-free scripts/smoke.sh + optional agents/openai.yaml), a discovery-optimized trigger description, progressive…