重构
代码重组与优化
airline-cargo-optimization
kishorkukreja
When the user wants to optimize airline cargo operations, manage air freight, or improve cargo revenue. Also use when the user mentions "air cargo optimization," "cargo capacity management," "freight yield management," "ULD optimization," "cargo routing," "air freight network," or "belly cargo management." For passenger operations, see hotel-inventory-management (for yield management concepts). For tour operations, see tour-operations.
freight-optimization
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.
energy-storage-optimization
kishorkukreja
When the user wants to optimize battery storage systems, manage energy storage operations, or plan storage deployment. Also use when the user mentions "battery optimization," "BESS," "energy storage management," "battery dispatch," "storage arbitrage," "grid-scale storage," "battery sizing," or "storage scheduling." For renewable integration, see renewable-energy-planning. For grid operations, see power-grid-optimization.
container-loading-optimization
kishorkukreja
When the user wants to optimize container loading, load shipping containers efficiently, or maximize container utilization. Also use when the user mentions "container packing," "FCL optimization," "LCL consolidation," "container stuffing," "cargo optimization," "shipping container loading," or "container utilization." For pallet-level optimization, see pallet-loading. For general 3D packing, see 3d-bin-packing.
dynamic-lot-sizing
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.
cycle-counting
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.
demand-supply-matching
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.
gplay-gradle-build
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.
data-storytelling-analyst
organvm-iv-taxis
Transforms raw data into compelling visual narratives using Python or R, focusing on clarity, insight, and aesthetic presentation.
code-refactoring-patterns
organvm-iv-taxis
Systematic approach to refactoring code for improved maintainability, performance, and clarity while preserving functionality
analytics-interpretation
manojbajaj95
Interpret GA4 and GSC data with benchmarks, status indicators, and actionable insights
using-fastlane-in-flutter-and-ci
rodydavis
Automate Flutter app builds and deployments to both the App Store and Google Play using Fastlane with this step-by-step guide.
flutter-terminal-cheat-sheet
rodydavis
This post provides a handy collection of Flutter commands and scripts for web development, package creation, troubleshooting, testing, and more, streamlining your Flutter workflow.
git-clean-history
goncalossilva
"Reimplement the current Git branch on a fresh branch off main with a clean, narrative-quality commit history."
ask-questions-if-underspecified
hainamchung
Clarify requirements before implementing. Do not use automatically, only when invoked explicitly.
geo-infer-iot
ActiveInferenceInstitute
IoT sensor data ingestion and real-time streaming for geospatial monitoring. Use when connecting to MQTT brokers, processing sensor streams, validating spatial sensor data quality, or building real-time geospatial monitoring pipelines.
adaptive-reasoning
openclaw
Automatically assess task complexity and adjust reasoning level. Triggers on every user message to evaluate whether extended thinking (reasoning mode) would improve response quality. Use this as a pre-processing step before answering complex questions.
dead-code
parcadei
Find unused functions and dead code in the codebase
evaluator-optimizer
NickCrew
Iterative refinement workflow for polishing code, documentation, or designs through systematic evaluation and improvement cycles. Use when refining drafts into production-grade quality.
commits-auto
Takazudo
Enable automatic committing mode. From now on, commit changes automatically without asking for permission during development. Use when: (1) User says 'commits auto', 'auto commit', 'commit automatically', (2) User wants hands-off development where commits happen as work progresses.
typed-holes-refactor
rand
Refactor codebases using Design by Typed Holes methodology - iterative, test-driven refactoring with formal hole resolution, constraint propagation, and continuous validation. Use when refactoring existing code, optimizing architecture, or consolidating technical debt through systematic hole-driven development.
reflect
JochenYang
Review current conversation, analyze tasks, errors, and user feedback, extract learning opportunities for skill improvement
local-issue
DoiiarX
"本地文件系统 issue 管理。Use when the user wants to create, update, or close a local issue, report a bug, add a feature request, or track a task in the local file-based issue system. Triggers on: local issue, 本地issue, 创建issue, 新建issue, bug report, feature request, 关闭issue, 创建任务."
tdd-workflow
JochenYang
Standardized Test-Driven Development (TDD) cycle (RED-GREEN-REFACTOR-VERIFY). Use this skill to ensure code quality, high coverage, and regression prevention.