Model the end-to-end system, constraints, and failure modes before touching code; use whenever a change spans multiple layers or unclear requirements.
原文语言:英语
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Model the end-to-end system, constraints, and failure modes before touching code; use whenever a change spans multiple layers or unclear requirements.
原文语言:英语
Decompose work into safe, observable increments with feature flags, rollbacks, and communication baked in.
原文语言:英语
Design every change with traceability, diagnostics, and fast incident triage in mind across mobile, web, and web3 stacks.
原文语言:英语
Guard latency, memory, battery, bandwidth, and gas/compute budgets by measuring before and after every change.
原文语言:英语
Deliver changes with clear communication, reviewer-ready context, and follow-up accountability.
原文语言:英语
Enforce reproducible testing, automated verification, and evidence-driven sign-off before merging any change.
原文语言:英语
Apply proactive threat modeling, least-privilege design, and safety guardrails before delivering any code or infrastructure change.
原文语言:英语
Enforces disciplined RED-GREEN-REFACTOR cycle—write failing test first, watch it fail, write minimal code to pass, then refactor.
原文语言:英语
Use when writing or modifying tests, adding mocks, or considering test-only hooks—prevents common mistakes like testing mocks, polluting production with test helpers, and mocking without understanding dependencies.
原文语言:英语
Anchor every engineering decision in user value, measurable outcomes, accessibility, and cross-platform experience coherence.
原文语言:英语
Mandatory checklist before claiming work is complete—run the evidence-producing command, inspect output, and only then state a result.
原文语言:英语
Startup protocol for every task—discover applicable skills, run them, announce usage, and follow required workflows (brainstorming, TodoWrite checklists, etc.).
原文语言:英语
Systematic debugging playbook for tracing failures backward through the call chain, adding instrumentation, and fixing bugs at their origin.
原文语言:英语