ops-migration-planning
Structured workflow for infrastructure migration planning including cloud migrations, technology upgrades, and data center transitions.
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Structured workflow for infrastructure migration planning including cloud migrations, technology upgrades, and data center transitions.
Patterns for writing clear, consistent API field descriptions including types, constraints, examples, and edge cases.
Controlled plan execution with human review checkpoints - loads plan, executes in batches, pauses for feedback. Supports one-go (autonomous) or batch modes.
Flaky test fix pattern - replaces arbitrary timeouts with condition polling that waits for actual state changes.
Month-end and year-end close workflow covering journal entries, reconciliations, close procedures, and audit preparation. Delivers accurate, timely close with full audit trail.
Four-phase debugging framework - root cause investigation, pattern analysis, hypothesis testing, implementation. Ensures understanding before attempting fixes.
Socratic design refinement - transforms rough ideas into validated designs through structured questioning, alternative exploration, and incremental validation.
Financial reporting workflow covering report preparation, management reporting, board presentations, and investor communications. Delivers polished, accurate reports.
Parallel lint fixing pattern - runs lint checks, groups issues into independent streams, and dispatches AI agents to fix all issues until the codebase is clean.
Autonomous two-phase codebase exploration - first discovers natural perspectives (layers, components, boundaries), then dispatches adaptive deep-dive explorers based on what was discovered. Synthesizes findings...
Structured workflow for cloud cost analysis and optimization including rightsizing, reserved capacity planning, and FinOps practices.
Gate 5: Data structures document - defines entities, relationships, and ownership before database technology selection. Large Track only.
Systematic market analysis skill for understanding market size, segmentation, trends, and opportunities. Produces quantified market intelligence.
Structured workflow for infrastructure security audits including compliance validation, vulnerability assessment, and security posture review.
5 specialist operations agents for platform engineering, incident response, cloud cost optimization, infrastructure architecture, and security operations. Dispatch when you need production operations expertise.
Multi-layer validation pattern - validates data at EVERY layer it passes through to make bugs structurally impossible, not just caught.
Gate 4 of development cycle - dispatches 5 specialized reviewers (code, business-logic, security, test, nil-safety) in parallel for comprehensive code review feedback.
7 product marketing skills + 6 specialist agents for go-to-market strategy, positioning, messaging, competitive intelligence, and launch coordination.
Backward call-chain tracing - systematically trace bugs from error location back through call stack to original trigger. Adds instrumentation when needed.
Strategic positioning skill for developing differentiated market position, positioning statements, and competitive framing.
Patterns and structure for writing API reference documentation including endpoint descriptions, request/response schemas, and error documentation.
Financial modeling workflow for DCF, LBO, merger, and operating models. Delivers validated, documented models with sensitivity and scenario analysis.
Skill testing methodology - run scenarios without skill (RED), observe failures, write skill (GREEN), close loopholes (REFACTOR).
Analyzes codebase against standards and generates refactoring tasks for ring:dev-cycle.
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库,同一仓库的多个技能可能共享相同数值;它反映仓库关注度,不代表单个技能的安装量或质量评分。