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diff-analysis【数据与研究】Analyzes changesets with risk scoring, categorization by type and impact, and release note preparation. Use when extracting insights from raw change data.
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name: diff-analysis description: Analyzes changesets with risk scoring, categorization by type and impact, and release note preparation. Use when extracting insights from raw change data. alwaysApply: false category: analysis-methods tags:
Structured method for analyzing changesets: categorize changes, assess risks, generate insights. Works for git diffs, configuration changes, API migrations, schema updates, or document revisions.
Trigger Keywords: diff, changes, release notes, changelog, migration, impact, risk assessment
Auto-Load When: Git diffs present, change analysis requested, impact assessment needed.
Load modules based on workflow stage:
modules/semantic-categorization.md for change categorization workflowmodules/risk-assessment-framework.md when risk assessment is neededmodules/git-diff-patterns.md when working with git repositoriessanctum:git-workspace-review for git data gatheringimbue:proof-of-work for capturing analysis evidenceimbue:structured-output for formatting final deliverablesdiff-analysis:baseline-establisheddiff-analysis:changes-categorizeddiff-analysis:risks-assesseddiff-analysis:summary-preparedMark each item complete as you finish the corresponding step.
diff-analysis:baseline-established)Define comparison scope: what states are being compared, boundary of analysis, and scale metrics.
For git contexts, load modules/git-diff-patterns.md. For other contexts, compare relevant artifacts.
diff-analysis:changes-categorized)Group changes by semantic type. Load modules/semantic-categorization.md for change categories, semantic categories, and prioritization.
diff-analysis:risks-assessed)Evaluate impact. Load modules/risk-assessment-framework.md for risk indicators, levels, and scoring methodology.
diff-analysis:summary-prepared)Synthesize findings: theme, scope with counts, risk level, review focus, dependencies. Format for downstream consumption (PR descriptions, release notes, reviews).