Browse 138,453 skills across 70 categories. Mirrored from majiayu000/claude-skill-registry.
Risk of bias and quality assessment for systematic reviews
Use when identifying launch risks, mitigation plans, and escalation owners.
AI-powered portfolio risk management and optimization. Use when sizing positions, managing portfolio allocation, calcula...
The risk-profile skill assesses implementation risks before or during development using the Probability × Impact (P×I) s...
Use to track pursuit risks, owners, mitigation steps, and escalation triggers.
Document risks for changes touching auth, data, or migrations. Lists top risks, how to test/monitor them, and rollback s...
Build and maintain comprehensive project risk registers with quantitative analysis
Method for calculating customer health/risk tiers using quantitative + qualitative data.
Risk managers should SIZE trades, not BLOCK them. Trigger when: (1) capital manager blocks trades, (2) risk manager reje...
Use when reviewing planning documents for security, performance, and scalability risks.
Write systems code in the style of Dennis Ritchie, co-creator of Unix and creator of C. Emphasizes clean abstraction, po...
Rithum B2B patterns and distribution API
Deterministic deep research via RivalSearchMCP. 10 tools: 5-engine web search (DuckDuckGo/Bing/Yahoo/Mojeek/Wikipedia),...
Build interactive animations with Rive — load .riv files, control state machines, respond to user input, and embed runti...
Use when implementing Disney's 12 animation principles with Rive interactive animations
| ID | flutter-riverpod-state |
| Atributo | Valor |
Migrate Riverpod from 2.0 to 3.0; automatic retry, paused listeners, legacy providers import, Ref simplification, Family...
Enable automatic disposal of Riverpod providers when they have no listeners; keepAlive, onDispose, invalidate, ref.keepA...
Cancel or debounce Riverpod async requests with ref.onDispose; cancel when user leaves the page, debounce rapid refreshe...
Use Riverpod code generation (@riverpod, riverpod_generator) and hooks (hooks_riverpod, HookConsumerWidget, flutter_hook...
Use Riverpod Consumer, ConsumerWidget, and ConsumerStatefulWidget to read and watch providers in widgets; WidgetRef, bui...
Use ProviderScope in Flutter and ProviderContainer in Dart for Riverpod; where provider state is stored, overrides, obse...
Eagerly initialize Riverpod providers at app startup by watching them in a root Consumer; handle loading/error in the in...
Use Riverpod family providers to pass parameters and cache per parameter; FutureProvider.family, NotifierProvider.family...
Answers Riverpod FAQ (ref.refresh vs invalidate, ConsumerWidget vs StatelessWidget, Ref vs WidgetRef, reset all provider...
Migrate from package:provider to Riverpod; ChangeNotifierProvider, ProxyProvider to ref.watch, context.watch to ref.watc...
Install Riverpod (flutter_riverpod or riverpod), wrap the app in ProviderScope, run a hello-world provider, and optional...
Migrate Riverpod from StateNotifier to Notifier/AsyncNotifier, from ChangeNotifier to AsyncNotifier, or upgrade from 0.1...
Use Riverpod mutations for UI-driven async operations like form submit; Mutation.run, MutationIdle/Pending/Success/Error...
Use ProviderObserver to log or debug Riverpod provider lifecycle; didUpdateProvider, ProviderScope observers, naming pro...
Persist Riverpod notifier state offline with Storage and persist(); riverpod_sqflite, JsonPersist, key, destroyKey, cach...
Override Riverpod providers for tests, debugging, or environment-specific behavior; ProviderScope and ProviderContainer...
Declare and use Riverpod providers (Provider, FutureProvider, StreamProvider, NotifierProvider, AsyncNotifierProvider, S...
Implement pull-to-refresh with Riverpod using RefreshIndicator and ref.refresh; show spinner on initial load, show previ...
Use Ref and WidgetRef to read, watch, listen, invalidate, and refresh providers; onDispose and onCancel lifecycle; ref.r...
Customize Riverpod automatic retry on provider failure; retry function, per-provider and global retry, disabling retry,...
Scope Riverpod providers to a subtree using overrides and dependencies; page-specific behavior, ListView optimization, a...
Reduce rebuilds with ref.watch(provider.select(...)); select a subset of state so widgets rebuild only when that part ch...
Test Riverpod providers and widgets; ProviderContainer.test, unit tests, widget tests with ProviderScope, tester.contain...
Capture decisions and requirements from conversation history. Use when user says "harvest", "capture decisions", or "sav...
Initialize Rivet by scanning codebase structure. Use when SessionStart hook reports no .rivet/systems.yaml, when user sa...
Automate Rkvst tasks via Rube MCP (Composio). Always search tools first for current schemas.
Design and implement reinforcement learning environments to tune bounded circuit parameters, featuring a sophisticated r...
Systematic RL debugging - diagnose learning failures, common bugs, diagnosis trees
Gym/gymnasium API - custom environments, spaces, wrappers, vectorization, debugging
Rigorous RL evaluation - statistical protocols, train/test discipline, metrics, generalization
Master RL theory - MDPs, value functions, Bellman equations, value/policy iteration, TD
Build RL reward signals using the OpenJudge framework. Covers choosing between pointwise and pairwise reward strategies...
RL training for robot control using simulation with sim-to-real transfer
Build and query fully local RAG knowledge bases from documents (PDF, MD, code, etc.) using RLAMA and Ollama — no cloud,...
Understanding Reinforcement Learning from Human Feedback (RLHF) for aligning language models. Use when learning about pr...
Autonomous RLHF feedback capture - Claude self-captures mistakes and successes
Recursive Language Models (RLM) CLI - enables LLMs to recursively process large contexts by decomposing inputs and calli...
Run a Recursive Language Model-style loop for long-context tasks. Uses a persistent local Python REPL and an rlm-subcall...
Process large codebases (>100 files) using the Recursive Language Model pattern. Treats code as an external environment,...
Use RLM (Recursive Language Models) for verified code execution, calculations, data analysis, and task decomposition. Ex...
Recursive Language Model context management for processing documents exceeding context window limits. Enables Claude to...
Implement RLM-style (Recursive Language Model) orchestration for complex tasks. This skill should be used when facing la...
Process large contexts using RLM (Recursive Language Model) patterns - chunking, filtering, recursive sub-calls
Decide when to use grep/rg (literal, fast, exhaustive) vs rlmgrep (semantic, slower, cross-file reasoning), especially f...
Reinforcement Learning with Leave-One-Out estimation for policy optimization. Covers RLOOTrainer, reward function integr...
Row Level Security patterns for database operations. Use when writing Prisma/database code, creating API routes that acc...
Consolida múltiples políticas RLS permisivas redundantes en Supabase. Usa cuando hay varias policies del mismo rol/acció...
Generate production-ready Row Level Security (RLS) policies for Supabase tables with is_super_admin() bypass, proper USI...
Optimiza políticas RLS de Supabase usando el patrón (select auth.uid()) para mejor performance. Usa cuando trabajes con...
Expert assistant for validating and creating Row Level Security (RLS) policies in the KR92 Bible Voice Supabase database...
Row Level Security policy templates for Supabase - multi-tenant patterns, user isolation, role-based access, and secure-...
RLS policy testing patterns for Supabase - automated test cases for Row Level Security enforcement, user isolation verif...
Supabase RLS 정책 자동 검증 - 테넌트 격리, 권한 흐름, 정책 활성화 상태 확인
Create reproducible bioinformatics analysis reports with R Markdown including code, results, and visualizations in HTML,...
Skill from synqing/K1.hardware