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
按照《Skills MD 标准书写格式》对现有 SKILL.md 进行结构化优化，提升描述质量、章节组织、内容简洁度和格式规范性。当用户需要优化、改进或标准化 SKILL.md 文件时使用。触发词：优化SKILL.md、改进skill、标准化skill格式、skill格式检查、skill优化。
Use when creating or refining SKILL.md-based skills, or diagnosing weak triggering (under/over-triggering, vague descriptions, bloated context, or missing workflow guidance).
Diagnoses slow SQL via EXPLAIN plans and recommends fixes — indexes, query rewrites, partition pruning, and join reordering — with measured before/after.
Covers TextMeshPro font stacks, dynamic fallback atlases, padding and sampling ratios, SDF16, AutoSize discipline, worldspace vs UGUI, and Memory Profiler font-data capture.
Profile, diagnose, and improve Three.js or WebGL game performance without regressing gameplay. Use for frame-time drops, CPU/GPU pressure, draw calls, texture and geometry…
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.
Optimizes Unity 6 WebGL and WebGPU builds for smaller download size, faster initial load, and efficient browser runtime performance.
Profile, audit, and optimize frontend page performance with emphasis on animation work, memory-leak risks, long-session slowdowns, CSS animations, canvas/WebGL…
Toggle token-efficient mode. Asks which profile to use (Coding, Automation, or Analysis), then applies lean response rules for the rest of the session.
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…
Treat any question as an optimization problem — pin the objective, find the binding constraint, weigh the real options, and make the single best call with the reasoning shown.
Activate for any query that benefits from combining practical optimization of decisions plans code systems or life strategies with profound philosophical analysis and questioning…
Choose an optimiser and its hyperparameters based on the problem rather than habit, and know what each actually does.
Optimize OpenClaw slow tests, imports, misplaced coverage, and CI wall time without dropping coverage.
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…
Use when CLAUDE.md is bloated or ineffective. Use when Claude ignores instructions, file exceeds 150 lines, response formatting rules aren't working, or user asks to…
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.
Use when optimizing content for AI search ("GEO"), getting cited in ChatGPT, Claude, Perplexity, or Gemini, ranking in Google AI Overviews, making a page LLM-citable, defending…
Optimize blockchain gas costs by analyzing prices, patterns, and timing. Use when checking gas prices, estimating costs, or finding optimal windows.
Use when instruction files (skills, prompts, CLAUDE.md) are too long or need token reduction while preserving capability.
Optimizes standard I/O and file operations for high-performance data processing in .NET. Use when building high-throughput file processing or competitive programming solutions.
Implements Zero Allocation patterns using Span, ArrayPool, and ObjectPool for memory efficiency in .NET.
Provides essential Zero Allocation patterns using Span and ArrayPool. Use when quickly referencing core memory optimization techniques without detailed explanations.
Analyzes and optimizes application performance across frontend, backend, and database layers. Use when diagnosing slowness, improving load times, optimizing queries, reducing…
Optimize queries by selecting only required fields and avoiding N+1 problems. Use when writing queries with relations or large result sets.
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
WHEN: user directly addresses 'optimus', 'agent optimus', 'agent prime', 'hey prime', 'leader of autobots', 'autobot leader', or Optimus Prime by name as a command.
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.
Generate many candidate options across different styles (concise, simple, creative, professional), then run pairwise elimination rounds to select the top 3 with reasons.
Analyze option volatility by combining vol surface data, option pricing with Greeks, and historical price data to assess implied vs realized volatility.
Für Optional: Beweislast, Darlegungslast und Substantiierung: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Beweislast- und Substantiierungsmatrix.
Prüft, wann freiwillige Statusfeststellung sinnvoll ist und wann sie strategisch nachteilig sein kann im Sozialversicherungsstatus Prüfer.
Build and analyze options strategies using Massive's options data. Use when building Massive-backed options screeners, Greek-aware analysis, or multi-leg strategies.
Analyze options Greeks, implied volatility, and strategy selection for US stocks
📊 专业期权策略分析器 — 期权链、Greeks、IV分析、策略推荐一站式解决！ 使用 yfinance 获取实时期权数据，Black-Scholes 计算 Greeks。 触发条件: 用户询问期权链、Greeks计算、IV分析、期权策略分析、策略推荐、 Iron…
Structured comparison of competing options with weighted scoring matrices, trade-off analysis, decision frameworks, and recommendation templates.
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
Knowledge skill covering options market microstructure — 0DTE dynamics, gamma exposure (GEX), dealer hedging mechanics, volatility surface analysis, vanna and charm flows, options…
Single-leg options strategist focused on income generation — cash-secured puts (CSP) on quality names you'd be happy to own, and covered calls (CC) against existing positions.
Options trading strategy analysis and simulation tool. Provides theoretical pricing using Black-Scholes model, Greeks calculation, strategy P/L simulation, and risk management…
Use when evaluating an options structure, checking expiry payoff checkpoints, comparing premium outlay versus downside protection, or preparing a short strategy note for a trade…
Options trading with OpenAlgo - single leg orders, multi-leg strategies (Iron Condor, Straddle, Strangle, Spreads), options chain analysis, and Greeks calculation
Use when a task needs the judgment of an Optometrist (OD) — determining a refractive correction, evaluating intraocular pressure and optic-nerve findings for glaucoma risk,…
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.
Create optuna study creator operations. Auto-activating skill for ML Training. Triggers on: optuna study creator, optuna study creator Part of the ML Training skill category.
Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus — from…
Opus Clip 流水线技能——将长视频剪成带病毒指数、自动字幕与智能重构的 Short。当用户想要 Opus Clip 专属工作流：额度、档位、批量切片或将长视频路由到短内容时使用。人工复核，导出干净（无水印）。区别于通用的 captions-and-clipping 工艺。
Leverage Claude Opus 4.5's extended thinking capabilities for deep reasoning, complex analysis, and multi-step synthesis.