Refactoring
Code restructuring and optimization
launchdarkly-flag-cleanup
by launchdarkly
"Safely remove a feature flag from code while preserving production behavior. Use when the user wants to remove a flag from code, delete flag references, or create a PR that hardcodes the winning variation after a rollout is complete."
code-simplifier
by blacktop
Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Focuses on recently modified code unless instructed otherwise.
python-performance-optimization
by NickCrew
Python performance optimization patterns using profiling, algorithmic improvements, and acceleration techniques. Use when optimizing slow Python code, reducing memory usage, or improving application throughput and latency.
latex-thesis-zh
by bahayonghang
中文学位论文 LaTeX 助手（博士/硕士论文）。 Use when writing, reviewing, or improving Chinese LaTeX theses (PhD/Master). Use when user mentions 编译, 格式, 去AI化, 标题, 参考文献, 模板, 一致性, or any Chinese thesis quality task. 支持多种学校模板和 GB/T 7714 国标格式。 触发词（可独立调用任意模块）： - "compile", "编译", "xelatex" → 编译模块 - "structure", "结构", "映射" → 结构映射模块 - "format", "格式", "国标", "GB/T" → 国标格式检查模块 - "expression", "表达", "润色", "学术表达" → 学术表达模块 - "logic", "coherence", "逻辑", "衔接", "methodology", "方法论" → 逻辑衔接与方法论深度模块 - "long sentence", "长句", "拆解" → 长难句分析模块 - "bib", "bibliography", "参考文献" → 参考文献模块 - "template", "模板", "thuthesis", "pkuthss" → 模板检测模块 - "deai", "去AI化", "人性化", "降低AI痕迹" → 去AI化编辑模块 - "title", "标题", "标题优化", "生成标题" → 标题优化模块 - "consistency", "一致性", "术语" → 一致性检查模块
evaluator-optimizer
by NickCrew
Iterative refinement workflow for polishing code, documentation, or designs through systematic evaluation and improvement cycles. Use when refining drafts into production-grade quality.
drilling-logistics
by kishorkukreja
When the user wants to optimize oil and gas drilling operations, manage rig logistics, or coordinate upstream supply chains. Also use when the user mentions "well planning," "rig scheduling," "drilling supply chain," "mud logistics," "tubular management," "offshore logistics," "drilling materials management," or "completion operations." For midstream and downstream, see energy-logistics. For fuel distribution, see fuel-distribution.
dynamic-lot-sizing
by kishorkukreja
When the user wants to solve lot-sizing problems with time-varying costs or demand, handle non-stationary inventory systems, or optimize replenishment with changing parameters over time. Also use when the user mentions "time-varying lot sizing," "finite horizon lot sizing," "dynamic EOQ," "price changes over time," "seasonal lot sizing," "Wagner-Whitin with time-varying costs," or "rolling horizon planning." For stationary systems, see economic-order-quantity or lot-sizing-problems. For stochastic demand, see stochastic-inventory-models.
freight-optimization
by kishorkukreja
When the user wants to optimize freight transportation, reduce shipping costs, or improve carrier selection. Also use when the user mentions "freight management," "carrier optimization," "mode selection," "LTL/TL optimization," "freight consolidation," "load planning," or "transportation procurement." For local delivery routes, see route-optimization. For last-mile, see last-mile-delivery.
cycle-counting
by kishorkukreja
When the user wants to implement or optimize cycle counting programs, improve inventory accuracy, or design physical inventory processes. Also use when the user mentions "inventory accuracy," "physical inventory," "stock counting," "ABC cycle counting," "perpetual inventory," "inventory reconciliation," or "variance analysis." For inventory optimization, see inventory-optimization. For warehouse operations, see warehouse-design.
cross-docking
by kishorkukreja
When the user wants to implement cross-docking operations, optimize transshipment, or reduce warehouse storage. Also use when the user mentions "crossdock," "transshipment," "flow-through distribution," "dock-to-dock," "consolidation center," or "break-bulk operations." For general warehouse design, see warehouse-design. For dock scheduling, see dock-door-assignment.
demand-supply-matching
by kishorkukreja
When the user wants to balance demand and supply, resolve supply-demand mismatches, or optimize fulfillment allocation. Also use when the user mentions "demand-supply balancing," "ATP," "available-to-promise," "allocation," "supply rationing," "fulfillment optimization," "demand prioritization," or "supply allocation." For forecasting, see demand-forecasting. For S&OP, see sales-operations-planning.
dsd-route-optimization
by kishorkukreja
When the user wants to optimize Direct Store Delivery (DSD) routes, plan delivery schedules for retail stores, or improve route efficiency for CPG distribution. Also use when the user mentions "DSD routing," "store delivery optimization," "retail route planning," "delivery windows," "merchandising routes," or "field sales routing." For general vehicle routing, see vehicle-routing-problem. For last-mile delivery, see last-mile-delivery.
cruise-supply-chain
by kishorkukreja
When the user wants to optimize cruise ship supply chains, manage ship provisioning, or improve maritime operations. Also use when the user mentions "cruise logistics," "ship provisioning," "maritime supply chain," "port operations," "cruise inventory," "galley management," "ship chandling," or "cruise procurement." For hotel operations, see hotel-inventory-management. For hospitality procurement, see hospitality-procurement.
gplay-gradle-build
by tamtom
Build, sign, and package Android apps with Gradle before uploading to Google Play. Use when asked to create an APK or AAB, configure signing, or set up build pipelines.
business-case-development
by aj-geddes
Build compelling business cases to justify investments and secure funding. Quantify benefits, assess costs, manage risks, and present compelling ROI arguments to leadership.
Clean Build Artifacts
by Sounder25
Removes ignored build artifacts (bin, obj, node_modules) to reclaim space and fix ghost build errors. Safely respects .gitignore.
Context Window Pruner
by Sounder25
Optimize information density by filtering workspace files based on relevance to the current task. Excludes high-noise files (lockfiles, assets) and prioritizes source code matching semantic queries.
tdd
by acedergren
"Test-driven development workflow — write failing tests first, implement minimum code, run full suite, commit. Use when implementing features, fixing bugs, or adding test coverage. Includes mock bootstrap phase for projects with mockReset:true."
building-apple-platform-products
by kylehughes
Builds, tests, and archives Swift packages and Xcode projects for Apple platforms. Use when running xcodebuild, swift build, or swift test commands, discovering schemes and targets, or selecting simulator destinations for iOS, macOS, tvOS, watchOS, or visionOS.
test-driven-development
by julianromli
Use when implementing any feature or bugfix, before writing implementation code
ac-tdd-runner
by adaptationio
Run TDD cycle for feature implementation. Use when implementing features with RED-GREEN-REFACTOR, running test-driven development, automating TDD workflow, or ensuring test-first development.
ac-context-optimizer
by adaptationio
Optimize context usage for autonomous coding. Use when managing context window, prioritizing information, reducing token usage, or improving efficiency.
git-safety-hooks
by helderberto
Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute. Use when user wants to prevent destructive git operations or add git safety guardrails.
matt-pocock
by ajoslin
Routes software work through Matt Pocock planning and execution philosophy. Use when the user mentions Matt Pocock, PRD-first planning, PRD-to-issues decomposition, vertical slices, Ralph loop, behavior-first TDD, interface options, or refactor planning.