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what-if
Perform "what-if" scenario analysis and impact evaluations for proposed codebase changes, migrations, or architectural shifts.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
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Perform "what-if" scenario analysis and impact evaluations for proposed codebase changes, migrations, or architectural shifts.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Autonomous pull request review loop that pushes code, polls for AI/bot review comments (e.g., Gemini Code Assist), surgically remediates feedback, commits, pushes, comments `/gemini review`, and loops until zero feedback remains. Requires the `github-pr-triage` skill.
Triage open PR comments/reviews and associated CI/CD workflow failures using the `triage.dart` helper script and formulate an actionable plan.
Intake multi-step tasks by clarifying ambiguities, summarizing understanding, and confirming readiness via ask_question before executing code changes.
Analyzes unstructured artifacts (proposals, design docs, issues, notes) to identify gaps, contradictions, and implicit assumptions, and interviews the user via a structured quiz to distill a definitive strategy and trade-off matrix. Use when resolving competing architectural proposals, clarifying ambiguous project goals, identifying blind spots in early design documents, or synthesizing consensus from fragmented team notes. Don't use for simple text summarization without strategic synthesis, writing code solutions directly, or managing task lists without strategic decision-making.
Apply the "Encapsulated Method Object" refactoring pattern to simplify functions with deeply nested scopes, bloated closures, and heavy shared local state.
Best practices for managing stacked changelists (CLs) in Gerrit using depot_tools, avoiding common pitfalls with Change-Ids.
| name | what-if |
| description | Perform "what-if" scenario analysis and impact evaluations for proposed codebase changes, migrations, or architectural shifts. |
| key_features | ["What-if analysis","Codebase metric gathering","impact evaluation","risk assessment"] |
Activate this skill when the user asks a what-if question or requests a thought experiment about potential codebase modifications, deprecations, dependency upgrades, or migrations.
Examples of trigger phrases:
grep_search,
view_file, list_dir) to provide empirical metrics.ask_question Tool Guidelinesask_question tool ONLY if the user's
intent or scope is unclear or vague.