Install or upgrade @reopt-ai/opt-chat in a consumer project. Not installed → initial setup (.npmrc, Tailwind, AI SDK, Conversation components).
Install @reopt-ai/opt-harness in a consumer project or upgrade it to the latest version. Not installed → initial setup (.npmrc, HarnessProvider, AppShell, first Workspace page).
Drafts opt-out forms and notices of exclusion for class actions, settlements, arbitration clauses, and privacy programs.
Install @reopt-ai/opt-ui in a consumer project or upgrade it to the latest version. Not installed → initial setup (.npmrc, Tailwind CSS v4, OptThemeProvider, Surface CLI).
Opteo integration. Manage data, records, and automate workflows. Use when the user wants to interact with Opteo data.
Помощь с Optimacros: синтаксис формул, проектирование модели, выбор между справочниками/свойствами/кубами, работа с версиями и временем, DCA, UAM/МДП, Workflow, доступы, скрипты и…
Use when tuning/optimising/"training" a skill's judge-shaped rubric (a single text document that makes a recurring, scorable decision) against outcome-labelled evidence — e.g.
Sistem ve akış optimizasyonu rehberi. 2025 AI-driven optimizasyon, darboğaz tespiti ve kullanıcı akış iyileştirmeleri.
Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss.
Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger models, or want faster inferen — from…
Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 tokens — from…
GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantizati — from…
Post-training 4-bit quantization for LLMs with minimal accuracy loss. Use for deploying large models (70B, 405B) on consumer GPUs, when you need 4× memory reduction with — from…
Half-Quadratic Quantization for LLMs without calibration data. Use when quantizing models to 4/3/2-bit precision without needing calibration datasets, for fast quantizati — from…
Suggest concrete optimizations for Claude Code usage based on historical session data. Covers cost reduction, speed improvement, error prevention, and workflow efficiency.
Improve interface performance across loading speed, rendering, animations, images, and bundle size. Makes experiences faster and smoother.
Optimize CLAUDE.md based on actual usage patterns. TRIGGER ON: 'optimize CLAUDE.md', 'improve CLAUDE.md', 'make CLAUDE.md better', 'trim CLAUDE.md', 'what is unused in CLAUDE.md',…
Otimiza código para melhor performance, eficiência de memória e velocidade. Use quando o usuário disser "este código está lento", "otimize isso", "reduza o consumo de memória".
The "Intent Link" that ensures seamless transition of strategy and context between specialized agents via a structured Handoff Bridge. — from designgrappler/agent-skills
하네스 전체 규칙을 5-test 게이트로 순회하여 토큰 제거 + 기능 동등성 보장. 최적화 후 evaluate-harness로 회귀 검증.
Optimize slow React Router loaders by eliminating redundant DB queries, creating slim query variants, and parallelizing independent fetches.
For NP-hard optimization: TSP, scheduling, assignment problems. Uses greedy construction + local improvement (2-opt, hill climbing).
\"Apply current optimization techniques to improve prompt. 應用最新優化技術改善提示。 Use when: improving accuracy, consistency, creativity, speed, or safety of existing prompt.\
Use DSPy to define modular LLM programs, metrics, and evaluation sets so an agent can optimize prompts and pipeline behavior with measurable feedback instead of ad hoc prompt…
Iteratively optimizes prompts for token efficiency by maximizing information density - reduces verbosity, removes redundancy, tightens phrasing while preserving semantic content.
capability to parse Simplicité logs from a raw `.txt` file, filter fields to reduce noise, and output the result as structured JSON.
Automatically optimize a skill's SKILL.md by running test cases, scoring results, and iteratively improving instructions
Use when creating or refining SKILL.md-based skills, or diagnosing weak triggering (under/over-triggering, vague descriptions, bloated context, or missing workflow guidance).
Use when the user wants to optimize a tweet for the X (Twitter) algorithm before posting. Scores drafts against engagement predictors, suggests rewrites, and compares variants.
Analyse et améliore un prompt existant pour obtenir de meilleurs résultats avec un LLM. À utiliser quand l'utilisateur a un prompt qui ne donne pas les résultats voulus o — from…
Optimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time.
Find and compare DeFi yield opportunities across protocols with APY calculations, risk assessment, and optimization recommendations.
Meta-skill for auditing and rewriting SKILL.md `description` fields per the agentskills.io optimizing-descriptions framework, layered with mizchi''s two-track trigger policy (Meta…
Optimize Entity Framework Core queries by fixing N+1 problems, choosing correct tracking modes, using compiled queries, and avoiding common performance traps.
Optimize blockchain gas costs by analyzing prices, patterns, and timing. Use when checking gas prices, estimating costs, or finding optimal windows.
Analyzes and optimizes application performance across frontend, backend, and database layers. Use when diagnosing slowness, improving load times, optimizing queries, reducing…
Compare and optimize staking rewards across validators, protocols, and blockchains with risk assessment.
Tauri binary size optimization to produce small, efficient desktop bundles via Cargo profile settings and build configuration.
OptimoRoute integration. Manage Organizations. Use when the user wants to interact with OptimoRoute data.
Automate Optimoroute tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Get option chain data including calls and puts with strikes, bids, asks, volume, open interest, and implied volatility.
Drafts Option to Purchase Real Estate agreements granting an optionee the exclusive right to buy property within a specified timeframe.
Analyze option volatility by combining vol surface data, option pricing with Greeks, and historical price data to assess implied vs realized volatility.
Sistema multi-agente especializado en opciones financieras y derivados. ACTÍVALO ante cualquier mención de: opciones (calls, puts), derivados, cobertura, hedge, Greeks (delta,…
Real vs lottery call separation for options P/C ratio analysis — prevents signal inversion from deep OTM noise
Optuna integration skill for automated hyperparameter optimization with advanced search strategies, pruning, multi-objective optimization, and visualization capabilities.
Optuna Study Creator - Auto-activating skill for ML Training. Triggers on: optuna study creator, optuna study creator Part of the ML Training skill category.
Integrate ora spinners with consistent styling, promise handling, and status updates for CLI progress feedback.
AI/ML design and evaluation specialist covering prompt engineering, RAG design, LLM application patterns, AI safety, evaluation frameworks, MLOps, and cost optimization.
Trigger Pattern ORACLE flag (required) - Inject Into Breadth agents, depth-external, depth-edge-case
Постепенное развертывание и настройка Telegram-ботов на серверах Oracle Cloud (Ubuntu 1GB RAM). Используй этот навык, когда нужно: (1) Настроить новый сервер с нуля, (2)…
Oracle Cloud HCM integration. Manage data, records, and automate workflows. Use when the user wants to interact with Oracle Cloud HCM data.
Oracle Eloqua integration. Manage data, records, and automate workflows. Use when the user wants to interact with Oracle Eloqua data.
Oracle Field Service integration. Manage data, records, and automate workflows. Use when the user wants to interact with Oracle Field Service data.
Oracle Fusion Cloud Financials integration. Manage data, records, and automate workflows. Use when the user wants to interact with Oracle Fusion Cloud Financials data.
Oracle Fusion - Recruiting Cloud integration. Manage data, records, and automate workflows. Use when the user wants to interact with Oracle Fusion - Recruiting Cloud data.
Oracle Taleo integration. Manage data, records, and automate workflows. Use when the user wants to interact with Oracle Taleo data.
Diagnose and fix Oracle Cloud Infrastructure API errors with real error codes and proven fixes. Use when encountering OCI ServiceError exceptions, auth failures, SSL issues, or…
Launch, manage, and scale OCI compute instances with capacity retry logic. Use when provisioning VMs, selecting instance shapes, or handling "out of capacity" errors.
Track OCI spend with the Usage API and set up budget alerts. Use when monitoring Oracle Cloud costs, creating budgets, analyzing spend by compartment or service, or optimizing…