AI / ML
ako4all
Drive an agentic loop that iteratively optimizes a GPU kernel for maximum speedup. Use this skill whenever the user wants to optimize / speed up / benchmark a GPU kernel (CUDA, Tri…
Testing
dual-agent-harness
Build or run a soulbis ⚔️ ⊥ soulbae 🧙 dual-agent harness — a proposer and a prover held apart by a Fiat-Shamir Gap, so no result survives that the proposer could have tuned to. Use…
Productivity
ahorra-token-openclaw
Paquete completo de skills + sub-agentes para reducir consumo de tokens en OpenClaw, optimizado para infraestructura DeepSeek. USAR cuando el usuario pida "instálame el paquete de …
Web
heading-optimizer
Audit and optimize headings across AEM Edge Delivery Services pages for search intent, hierarchy, and consistency. Extracts all headings (H1-H6), evaluates uniqueness, keyword alig…
Automation
trafego-otimizar
Knowledge base and executable workflow for diagnosing and optimizing Meta Ads campaigns. Applies two-layer diagnostics (trend across three time windows + bottleneck detection), six…
AI / ML
qaoa-manifold-optimization
Riemannian manifold optimization techniques for enhancing QAOA performance on NISQ devices. Leverages intrinsic geometric structure to address nonconvexity of QAOA objective functi…
Productivity
credit-optimizer
Automatically optimize AI agent credit usage by routing tasks to the most cost-efficient execution path. Use when you want to reduce AI API costs by 30-75% without quality loss, cl…
Content
china-geo-optimizer
中国AI引擎GEO优化 / Chinese AI GEO Optimizer v1.0。优化内容以被中国AI引擎引用：Kimi、豆包、DeepSeek、文心一言、通义千问、智谱AI、讯飞星火、腾讯混元、天工AI、秘塔AI搜索、知乎直答、百度AI搜索、360AI搜索、夸克AI、微信搜一搜AI、腾讯元宝、字节小悟空、百川AI、海螺AI、万知AI、开搜AI、问小白…
Productivity
pipeline-optimizer
Structured 6-step method for renovating, refactoring, or consolidating existing pipelines, project folders, documentation, or software stacks. Activates on requests to optimize, re…
Web
wordpress-performance-best-practices
WordPress performance optimization guidelines for plugin, theme, and custom code development. This skill should be used when writing, reviewing, or refactoring WordPress PHP code t…
AI / ML
ce-optimize
Run metric-driven iterative optimization loops. Define a goal, add measurement scaffolding, execute parallel experiments across approaches, score results against gates or quality j…
Productivity
skill-creator
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run e…
Automation
forage-solutions
Explores solution spaces with ant colony optimization: deploys scout hypotheses, reinforces promising paths, detects diminishing returns, and abandons unproductive strategies. Use …
Web
cwv-optimizer
Diagnose and fix Core Web Vitals issues on AEM Edge Delivery Services pages. Addresses EDS-specific performance patterns including the 100KB LCP budget, E-L-D loading phases, block…
DevOps
infra-cost-assessment
Evaluates cloud and infrastructure spend including current and projected costs, unit economics, major line items, optimisation opportunities with ROI estimates, and vendor lock-in …
DevOps
macos-maintenance
Performs macOS health diagnostics and optimization: scans for pending updates, disk/SMART status, memory pressure, battery health, Time Machine, Spotlight state, crashes, and uptim…
Productivity
client-vs-internal
Activates audience-aware surface optimization when docs/audience.md exists or the operator requests it. Applies distinct patterns: client surfaces stay simple and trust-first; inte…
Engineering
hotspot-optimizer
Scans codebases for performance hotspots including slow loops, N+1 queries, redundant computation, and high-complexity paths, then safely optimizes them behind existing tests. Rank…
Automation
autoforge
Production-grade autonomous optimization framework that replaces subjective reflection with rigorous convergence loops, tracking iterations in TSV and stopping only on measurable p…
Productivity
prompt-optimizer
Use this skill when the user asks to optimize a prompt, generate the best prompt for a task, improve an existing prompt, or write a prompt from scratch. Triggers include: "optimize…
Engineering
Gtopt
The repository also contains: - `standalone/` – thin `main()` wrapper that builds the `gtopt` binary - `webservice/` – Next.js REST API and browser UI for submitting/monitoring job…
Business
amazon-listing-optimization
Builds and optimizes Amazon listings across 12 marketplaces. Creates keyword-rich listings from product data or audits existing ones for SEO gaps, scoring across eight dimensions a…
Web
developing-react-apps
Provides 47 React and Next.js performance best practices for async patterns, bundle optimization, rendering strategies, re-render prevention, and JavaScript efficiency. Applies to …
Data
sql-pro
Optimizes SQL queries, designs database schemas, and troubleshoots performance issues. Use when a user asks why their query is slow, needs help writing complex joins or aggregation…
Productivity
token-doctor
Analyzes local chat transcripts to surface token usage patterns, conversation length distribution, cache rebuild overhead, and per-project cost breakdowns. Offers optional parallel…
Data
juminuit-usage
Quick-reference for JuMinuit.jl, a native Julia Minuit2 port, to minimize χ² or likelihoods and analyze fit errors. Covers Minuit, migrad!, minos!, hesse!, cost functions, contours…
Automation
lanbow-ads-skills
Orchestrates the complete Meta advertising lifecycle from research and creative generation through campaign delivery to post-campaign optimization and review. Coordinates strategy,…
AI / ML
simplicio-autoresearch
Evolutionary optimize-by-metric loop that mutates targets, evaluates against fixed criteria, commits on improvement or reverts via git, and breaks plateaus after stagnation. Includ…
AI / ML
autostar-web
Generalised autonomous optimisation loop for measurable artifacts. Uses connector-backed memory first, then project-pack, then none. Supports iterative experiments, multi-dimension…
Content
guide-optimiser
Runs deterministic 14-section audits on published guides, scoring 100-point deltas across 11 dimensions while applying 7 rewrite rules for value density, brand alignment, and CTR. …
DevOps
myco:cost-optimization-performance-telemetry
Comprehensive procedures for analyzing, optimizing, and monitoring LLM costs and performance. Covers cost leak identification, performance bottleneck analysis, resource allocation …
Data
fabric-udf-perf-remediate
Diagnose and fix performance problems in Fabric User Data Functions, including timeouts, capacity overuse, cold starts, and connection issues. Analyzes logs, metrics, and invocatio…
DevOps
aws-cost-optimization-governor
Reviews AWS cost optimization and FinOps posture across Cost Explorer, Budgets, Cost Optimization Hub, Compute Optimizer, Savings Plans, Reserved Instances, tagging, showback, idle…
Research
experiment-loop
Apply the scientific method to any initiative: define a metric, make one change per cycle, measure impact, keep or discard, and repeat. Use for test requests, experiments, A/B test…
Web
frontend-performance
Optimize frontend load times to a performance budget: split bundles by route, lazy-load non-critical assets, compress images/fonts, reduce hydration overhead, eliminate render-bloc…
Engineering
complexity-optimizer
Analyzes a codebase for algorithmic complexity and performance hotspots, then proposes or implements safe optimizations without breaking behavior. Use when scanning many files to f…
AI / ML
profile-kernel
Profiles GPU kernels across implementation languages with commands for annotation, event, ncu, and nsys modes. Delivers metric tables, bottleneck rules, and compact result contract…
Research
math-optimization-game
Mathematical optimization, game theory, decision theory, mechanism design, convex optimization, and reinforcement learning theory including Bellman equations, Nash equilibria, Pare…
AI / ML
inference-spec-decode-tune
Optimizes speculative decoding draft model training hyperparameters (batch size, learning rate, warmup) by maximizing real serving acceptance length via cheap training proxies and …
Productivity
skill-load-tips
Audits and refactors SKILL.md files so agents load their references and assets instead of ignoring them. Applies Required Reading Routers, STOP directives, gist-tripwire trimming, …
Engineering
flow-performance-optimization
Improves Flow runtime performance through strategies like choosing Before-Save over After-Save, consolidating queries, eliminating loop-DML, caching lookups, and using Scheduled Pa…
Data
database-engineering
Domain specialist for data persistence, database design, query optimization, and data modeling. Covers SQL injection prevention, indexing, normalization, migrations, scaling, backu…
Testing
plan-perf-audit
Produces a measured performance audit and burndown plan across web, mobile, backend, and data layers without applying fixes. Flags every issue with baseline metrics or [NEEDS PROFI…
Engineering
Castle War
PERFORMANCE & CODE QUALITY MANDATE: Continuously audit for optimization opportunities (CPU/GPU/frame pacing), memory leaks, unnecessary allocations, data structure misuse, and anti…
DevOps
github-actions-optimizer
Optimizes GitHub Actions workflows for speed, cost, and security by profiling runtime and spend, then applying caching, parallelism, cancellation, path filters, and supply-chain ha…
Productivity
token-efficient-execution
Executes coding and research tasks with lower token waste by reducing repeated reads, broad rewrites, unnecessary narration, and avoidable re-analysis. Useful for long tasks, large…
AI / ML
agent-routing
Routes subagent tasks to the right model and effort level, decides when to cascade cheap-first with verification, and runs safe improvement loops that stop on regression. Use when …
AI / ML
livekit-prompt-builder
Guide for creating effective prompts and instructions for LiveKit voice agents. Covers new prompt creation, optimization for text-to-speech, tool integration, multi-agent handoffs,…
Data
algo-sc-newsvendor
Solve the newsvendor problem for single-period ordering decisions under uncertain demand. Use this skill when the user needs to determine optimal order quantity for perishable good…
Business
adspirer-optimize
Detects and eliminates wasted ad spend by identifying non-converting campaigns, adding negative keywords, excluding underperforming audiences and placements, and reallocating budge…
DevOps
slo-optimize
Analyzes SLO trends and suggests improvements to objectives, alerting thresholds, labels, or evaluation windows. Use for performance tuning requests; pair with slo-check-status for…
Engineering
lemmaly
Enforces algorithmic thinking for loops, collections, searches, joins, recursion, graphs, and queries before code is written. Names time/space complexity, data structures, and algo…
DevOps
xcode-build-orchestrator
Run end-to-end Xcode build optimization: benchmark, analyze, prioritize findings, obtain approval, delegate fixes, and re-benchmark. Use for full build audits or acceleration workf…
Data
algo-sc-eoq
Calculate Economic Order Quantity to minimize total inventory cost (ordering + holding). Use this skill when the user needs to determine optimal order size, balance ordering freque…
Automation
ebb-ai
Auto-defer low-priority tasks to the cleanest electricity-grid hour within the deadline. Routes through slash command or MCP tool to reduce carbon by 40-70% and cost by 50% via bat…
AI / ML
knowledge-distillation-in-deep-learning
Designs deployment-focused distillation systems balancing model size, accuracy, calibration, and cascade escalation under resource constraints. Supports teacher-student compression…
Engineering
performance-optimization
Optimize application performance for speed, efficiency, and scalability. Applies to page load times, bundle size reduction, database query tuning, and resolving bottlenecks across …
AI / ML
plan-mode-advanced
Design and run sophisticated execution plans for large-scale AI model training, architecture optimization, and multi-stage workflows using advanced 2024-2026 techniques including G…
Productivity
prompt-forge
Guides structured dialogue to craft optimized, hardened prompts with intelligent technique selection and voice calibration. Automatically applies humanization and voice profiles fo…
Productivity
token-optimizer
Optimizes token usage and API spend via model routing, heartbeat tuning, budget tracking, and session pruning. Executes four local scripts with zero network or system changes; opti…
Showing the top 60 of 1,762. See the full list →