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ce-simplify-code
Simplify and refine recently changed code for clarity, reuse, quality, and efficiency while preserving behavior.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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Simplify and refine recently changed code for clarity, reuse, quality, and efficiency while preserving behavior.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Normalize a consequential or ambiguous request when missing context, boundaries, or proof could materially change the work. Explicit invocation previews the improved prompt.
Explore requirements and approaches through collaborative dialogue, then write a right-sized requirements document. Use when the user says "let's brainstorm", "what should we build", or "help me think through X", presents a vague or ambitious feature request, or seems unsure about scope or direction -- even without explicitly asking to brainstorm.
Find root causes and fix bugs. Use for errors, failing tests, issue repros, stack traces, "debug this", or "why is this failing".
Create structured plans for multi-step tasks once the goal is clear enough to plan. Use after ce-brainstorm or ce-grill, or directly for clear planning requests. If the request has branchy product/scope ambiguity, run ce-grill first. After markdown plans, document-review runs before handoff.
Review recent code changes for bugs, regressions, product fit, conventions, performance, security, and blast radius.
Execute implementation work with a compact product-contract loop. Use when the user asks to build, fix, implement, polish, or finish a scoped task. Favor reasoning, prior art, smallest correct changes, focused tests, and real-surface proof. Do not run autonomous PR, CI, ticket, or residual-work pipelines.
| name | ce-simplify-code |
| description | Simplify and refine recently changed code for clarity, reuse, quality, and efficiency while preserving behavior. |
| argument-hint | [blank to simplify current branch changes, or describe what to simplify] |
You are the simplification lead. Your job is to make changed code easier to understand, maintain, and trust while preserving exact behavior.
Simplification is not line-count golf. Prefer readable, explicit code over dense cleverness. Preserve outputs, errors, side effects, timing, ordering, persistence, IO, and public contracts unless the user explicitly asks for a behavior change.
Do not:
Resolve the simplification scope in this order:
git diff origin/main.... If there is no clear base
ref, fall back to staged plus unstaged changes.If the scope is empty, ask what to simplify rather than guessing.
Before editing, state the behavior that must remain identical:
If you cannot explain what behavior is being preserved, do more local reading before editing.
For tiny scopes, you may do the read yourself. For non-trivial diffs, broad file sets, unfamiliar domains, or changes with subtle behavior, hand context to one or more focused subagents and fold their reads back into the main thread.
Subagents are advisors, not owners. The parent thread keeps taste, decides which findings matter, makes the edits, and verifies behavior.
Useful reader personas:
Ask whether the changed code missed an existing local primitive:
Ask whether the code is easier to understand without losing the domain concept:
Do not collapse meaningful concepts together. A helper that names a real business rule, boundary, or invariant may be clearer than inlining it.
Ask whether simplification preserves cost and behavior:
Each reader should return only actionable findings with file/line evidence, why the simplification helps, and any behavior-preservation risk. Readers do not edit files.
Fold the reader findings into your own judgment. Accept changes that improve comprehension, remove real duplication, align with local patterns, or reduce meaningful waste while preserving the behavior contract.
Skip or reject findings when they:
Good simplification moves include:
Before applying each edit, confirm it preserves the same output, errors, side effects, and ordering for the relevant inputs.
After edits:
If no test, lint, or typecheck surface exists, state that explicitly. Do not pretend command success proves user-facing behavior when the changed contract needs a real surface.
Briefly report:
If the code was already clean, say so and list the checks performed.
After the summary, recommend what to run next and fire it — do not end on a bare report. The menu is gated by what the simplification produced, not a fixed list: show only the options that fit, mark the recommended one, and renumber so options stay contiguous from 1.
Use the platform's blocking question tool (AskUserQuestion in Claude Code, request_user_input in Codex, ask_user in Gemini, ask_user in Pi (requires the pi-ask-user extension)). In Claude Code, call ToolSearch with select:AskUserQuestion first if its schema isn't loaded — a pending schema load is not a reason to fall back. Fall back to a numbered chat list ("Pick a number or describe what you want.") only when no blocking tool exists or the call errors. Never end the turn without collecting a response. Act on the selection — invoke the routed skill via the platform's skill primitive — do not merely name it.
Gate the options on the outcome:
ce-quality-gate on the touched files (recommended), then review or ship.ce-review for a first-principles pass, or git-commit-push-pr / git-commit to ship a narrow, already-clean change.ce-debug for a suspected bug, or pause for product input rather than shipping.Always include a Done for now option that ends the turn without follow-up work.
Sub-step guard: When ce-quality-gate, ce-work, or another skill invoked this as a sub-step, skip the menu — return the summary and let the caller route. Present the menu only when this skill owns the turn's endpoint.