
Run bounded iterative loops with explicit criteria, persisted state, compact summaries, and stop conditions.
Safely update shipped bundles and generated artifacts with manifest, integrity, and smoke-test discipline.
Distill recurring prevention points from project patch history into learned project rules.
Answer only from verified evidence and refuse to guess when certainty is incomplete.
Investigate frontend issues with Playwright, screenshots, console logs, network evidence, and UI smoke checks.
Review a diff for regressions, compatibility, verification quality, and hidden risks.
Fix failing tests by working from concrete failures one cause at a time.
Diagnose and fix bugs using repro steps, logs, diagnostics, tests, and the smallest safe diff.
Look up external documentation only when it is directly relevant to the task and summarize the result tightly.
Design a feature before implementation using boundaries, phases, and acceptance criteria.
Capture bug-fix knowledge as reusable project patch artifacts after evidence-based fixes.
Interview the user, inspect the current repository, and bootstrap project-specific OpenCode intelligence safely.
Turn repository evidence and user answers into persistent project-specific rules, profile data, and workflow artifacts.