Productivity
token-conservation
Enforces token quota management at session start with conservation and compression checks. Use at the start of every session or before large context loads
Productivity
metacognitive-self-mod
Analyze and improve the improvement process. Use for detecting regressions and meta-optimization
Automation
gif-generation
Converts webm/mp4 video files to optimized GIFs via ffmpeg with configurable quality settings
Productivity
response-compression
Compresses verbose responses by removing filler and framing to save 200-400 tokens
Productivity
context-optimization
Optimizes context window via MECW principles and memory tiering
Engineering
metrognome
Autonomous, scientific React Native & Expo performance optimization via a propose -> measure -> keep/revert loop. Use this WHENEVER an RN/Expo app is slow, laggy, janky, stuttering…
DevOps
wifi-optimizer
Diagnose intermittent Wi-Fi buffering, lag, packet loss, jitter, weak coverage, interference, roaming or MLO compatibility, and congestion; safely optimize authorized router settin…
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 …
AI / ML
prompt-engineer
Experto en diseño y optimización de prompts para LLMs. Domina estructura de prompts, gestión de contexto, formato de outputs, few-shot, chain-of-thought y evaluación sistemática. U…
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…
AI / ML
decision-optimization-modeling
Formulate, solve, validate, or audit constrained mathematical decision models for allocation, assignment, routing, scheduling, capacity, inventory, network, or resource planning. U…
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…
Research
operations-research-analyst
Diagnose and solve optimization problems—formulating linear or mixed-integer models for allocation, scheduling, or blending; sizing safety stock under service targets; deciding whe…
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…
Web
images-media
Images, icons, fonts, and video — responsive images, modern formats, lazy loading, CLS/LCP optimization, SVG handling, font loading. Use when adding or optimizing images, fonts, vi…
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 …
Business
super-aso
Full-funnel App Store Optimization for iOS: keyword research, metadata localization (50+ locales), screenshot heading overlays, territory pricing, in-app string localization, custo…
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…
Research
cjms-model-formulation
Translates real-world management scenarios into formal models for Chinese Journal of Management Science submissions—converting situational elements into variables, constraints, obj…
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
meta-ads-intelligence
Browser-first Meta Ads intelligence router for account audits, competitor analysis, creative research, fatigue detection, A/B testing, budget scaling, monitoring, and client report…
Business
canada-tax-optimization
Advises on legal Canadian tax minimization for individuals, sole proprietors, and CCPCs, covering entity selection, RRSP/TFSA optimization, salary vs dividends, income splitting, T…
Research
scip-opt
Models and solves mixed-integer programs via PySCIPOpt/SCIP for binaries, capacities, routing, assignment, scheduling, and packing. Handles hard/soft constraints with linearized pe…
AI / ML
inference_perf_hillclimb
Profiler-driven hill-climbing that narrows the inference throughput gap between unified and native model paths. Benchmarks generation speed, climbs optimization levels (compile, CU…
Data
sql-engineer
Senior SQL specialist for query design, optimization, and schema-aware performance tuning across relational databases. Activates on requests like "optimize this query" or "design i…
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…
Business
portugal-tax-optimization
Provides guidance on legal Portuguese tax minimization for individuals, freelancers, and small businesses, covering entity selection, simplified vs organized accounting, deductions…
AI / ML
3dgs-training-debugger
Debugs 3D Gaussian Splatting training failures: NaN/Inf losses, OOM crashes, divergent optimization, floaters, densification errors, and hyperparameter issues. Supports vanilla 3DG…
Web
upgrade-site
Orchestrates complete website redesigns: captures current state, researches references, defines direction, gaps analysis, and prioritized roadmap, then delegates execution and vali…
General
optimizer-mindset
Apply structured optimization to any decision: define the objective, surface the binding constraint, compare real options, and deliver the single best recommendation with clear rea…
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 …
Business
network-design
Design or optimize supply chain networks, facility locations, and distribution strategies. Triggers on mentions of network optimization, facility location, DC placement, distributi…
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-guard-pro
Token cost optimizer that counters context bloat, low cache hits, rigid model routing, and budget overruns. Delivers tiered context compression, three-layer semantic caching, adapt…
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 …
Engineering
batching-and-debouncing
Coalesces frequent small operations into fewer larger ones using batch windows, debounce, or throttle based on whether the last event or steady rate matters. Ideal for high-frequen…
AI / ML
optimization-ml-hybrid
Combines machine learning predictions with optimization models for hybrid decision workflows. Routes requests mentioning ML-optimization hybrids, predict-then-optimize, learning-au…
Engineering
speculative-pipeline
Speculative pipeline execution starts downstream stages before upstream stages complete, using staggered delays so followers build from partial outputs and self-correct as upstream…
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…
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