36,898 skills sorted by stars.
Imagine failure first to surface guardrails and feature mitigations.
A proactive risk assessment framework to identify and neutralize project threats before they manifest. Use this at the s...
Complete mandatory cleanup before presenting changes for user approval in AWAITING_USER_APPROVAL state
Run all validations before pushing to remote
Ensures CLAUDE.md, README.md, and CHANGELOG.md are updated before git push operations
Execute lint, test, and build checks before pushing code
"Create pre-registration documents for research transparency. Use when: (1) Before data collection, (2) Grant submission...
Validate release readiness for any project type with comprehensive checks
在章节写作前自动激活，强制执行9项必读文件检查清单 - 通过确保每次写作前加载所有上下文来防止AI在长篇小说中的焦点退化
Builds fast, lightweight React-compatible applications with Preact's 3KB library and optional Signals for fine-grained r...
Retrieves and processes AORC precipitation data for HEC-RAS/HMS models. Handles spatial averaging over watersheds, tempo...
Analyze spatial variability of NOAA Atlas 14 precipitation frequency estimates within HEC-RAS model domains using intell...
Running precommit checks and build validation. ALWAYS use after ANY code changes.
Configure comprehensive three-layer pre-commit quality system with linting, type checking, and testing enforcement
Use when after retrieving top-scoring library candidates from a full MS2Deepscore comparison, but before or during final...
Problem-solving strategies for predicate logic in mathematical logic
Forecast future states or outcomes based on current data and trends. Use when estimating future values, projecting traje...
Proactive problem identification through code analysis and pattern detection
Generates a random lucky number between 0 and 9999. Use this skill when users ask for a lucky number, random number pred...
Explains machine learning predictions on omics data using SHAP values and LIME for feature attribution. Identifies which...
Prediction Monitor - Auto-activating skill for ML Deployment.Triggers on: prediction monitor, prediction monitorPart of...
Record prediction outcomes when positions close. Trigger when: (1) predictions logged but outcomes missing, (2) calculat...
Track and evaluate AI predictions over time to assess accuracy. Use when reviewing past predictions to determine if they...
Analyze tasks upfront before execution. Predict task category, identify key files, assess risk level, and detect high-co...
Use this skill when developing Go applications with the Prefab server framework.This includes creating servers, adding g...
Optimize prefabrication and modular construction workflows. Plan module sequencing, factory scheduling, transportation l...
Build prefect flow builder operations. Auto-activating skill for Data Pipelines. Triggers on: prefect flow builder, pref...
Use when prefect workflow orchestration — flows, tasks, deployments, work pools, schedules, retries. Use when working wi...
Work with Leavn PreferencesStore - SwiftData persistence, snapshot patterns, async observation, entity relationships, mi...
Pre-PR check for common issues - run before pushing to catch problems early
Comprehensive code quality verification system for running type checking, linting, and tests. Use when validating code q...
Gray area identification, 4-question decision loops, scope creep detection, and BRIEFING.md generation for phase plannin...
Teaches resource preloading APIs in React 19 including prefetchDNS, preconnect, preload, and preinit. Use when optimizin...
Uses injectable::prelude::* for ergonomic imports. Use when starting a new file that uses injectable, or when figuring o...
AEO strategies for premium, luxury, and high-end brands targeting HNWIs. Use when optimizing luxury brands, premium serv...
Premium app generation that creates WOW-factor experiences. Multi-page apps with smooth animations, zero TypeScript erro...
Expert landing page designer specialized in creating premium, professional, high-converting landing pages that don't loo...
Professional framework for building premium $5k+ SaaS websites with AI - the Define, Build, Review, Refine loop used by...
Analyze what could go wrong with a plan. Use when: - User asks "what could go wrong", "risks", "potential issues" - Befo...
Identify failure modes before they occur. Use when reviewing plans, designs, or PRs to catch risks early. Not for post-i...
Identify failure modes before they occur using structured risk analysis
Prepares a complete interview plan based on the Candidate Profile and company research. Use after receiving an invitatio...
バージョン更新、CHANGELOG整備、パッケージビルドなど、リリース前の準備を行う
Prepare dangerous-goods shipping research for classification, packaging, marking, labeling, documentation, mode, carrier...
Process and validate datasets for training. Use when setting up data pipelines.
Prepare and generate all required metadata files for Extension Index submission
You are an Issue/PR Preparation Specialist, an expert in creating comprehensive and well-structured Issue and Pull Reque...
Preview release — version bump, changelog, and flagged commits since last tag.