Performance
Performance profiling and optimization
Flash Attention - Fast Memory-Efficient Attention
by openamer
The self-improving, self-learning open-source AI agent. Background Computer-Use, A2A Swarm, Vector Memory, Plugin System, Voice, Smart Approvals - 100/100 Score. Windows-native.
FAISS - Efficient Similarity Search
by openamer
The self-improving, self-learning open-source AI agent. Background Computer-Use, A2A Swarm, Vector Memory, Plugin System, Voice, Smart Approvals - 100/100 Score. Windows-native.
zai-tts
by aahl
Text-to-speech conversion using GLM-TTS service via the uvx zai-tts command for generating audio from text. Use when (1) User requests audio/voice output with the "tts" trigger or keyword. (2) Content needs to be spoken rather than read (multitasking, accessibility, podcast, driving, cooking). (3) Using pre-cloned voices for speech.
edge-tts
by aahl
Text-to-speech conversion using uvx edge-tts for generating audio from text. Use when (1) User requests audio/voice output with the "tts" trigger or keyword. (2) Content needs to be spoken rather than read (multitasking, accessibility, driving, cooking). (3) User wants a specific voice, speed, pitch, or format for TTS output.
web-browser
by joelazar
"Allows to interact with web pages by performing actions such as clicking buttons, filling out forms, and navigating links. It works by remote controlling Google Chrome or Chromium browsers using the Chrome DevTools Protocol (CDP). When Claude needs to browse the web, it can use this skill to do so."
agent-memory-mcp
by ranbot-ai
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
principle-explain-the-number
by yotamleo-org
"Apply before you trust, report, or act on a number you measured: a speedup, a regression, a throughput, a latency, or an eval result. Find what limits it, and rule out that it measured something other than the work you think."
pinchbench
by pinchbench
Run PinchBench benchmarks to evaluate OpenClaw agent performance across real-world tasks. Use when testing model capabilities, comparing models, submitting benchmark results to the leaderboard, or checking how well your OpenClaw setup handles calendar, email, research, coding, and multi-step workflows.
gaai-oss:ask
by digipulse-engineering
Search local GAAI OSS project memory without using GAAI Cloud MCP tools.
architecture-extract
by digipulse-engineering
Convert raw project structure into clear architectural understanding — module boundaries, data flows, service relationships, and architectural patterns. Activate after codebase-scan during Bootstrap.
context-building
by digipulse-engineering
Assemble a minimal, high-signal execution context bundle from already-retrieved memory, governed artefacts, and applicable rules. Activate after memory-retrieve and before any reasoning or execution skill.
approach-evaluation
by digipulse-engineering
Research industry standards and best practices, identify viable approaches for a given technical or architectural problem, and produce a structured factual comparison against project-specific constraints. Reports options — does not decide.
gaai-oss:status
by digipulse-engineering
Summarize current GAAI OSS project state, including backlog, memory, rules, skills, and framework health.
playwright-cli
by AutoForgeAI
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
natural-chinese-protocol
by garden-cosmos
去除八股结尾：删除了公式化的废话结尾“未来依然可期”。
swiftui-expert-skill
by third774
Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when building new SwiftUI features, refactoring existing views, reviewing code quality, or adopting modern SwiftUI patterns.
HTMX Skill v2 (Modular)
by ercan-er
Examples and tests are unchanged and remain in examples/ and tests/.
r3f-materials
by EnzeD
React Three Fiber materials - PBR materials, Drei materials, shader materials, material properties. Use when styling meshes, creating custom materials, working with textures, or implementing visual effects.
discover-frontend
by rand
Automatically discover frontend development skills when working with React, Next.js, UI components, state management, data fetching, forms, accessibility, performance optimization, or SEO. Activates for frontend web development tasks.
humanizer
by maroffo
"Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Detects inflated symbolism, promotional language, superficial -ing analyses, vague attributions, rule of three, AI vocabulary, and more."
android-kotlin
by maroffo
"Android development with Kotlin 2.x, Jetpack Compose, Clean Architecture, and performance. Use when working with .kt files, build.gradle.kts, AndroidManifest.xml, or Compose UI."
golang
by maroffo
"Go development: conventions, architecture, concurrency, performance, and code review. Use when working with .go files, go.mod, or user asks about goroutines, channels, error handling, interfaces."
cloud-infrastructure
by maroffo
"AWS/GCP cloud infrastructure: Well-Architected, security, cost, observability. Use when working with Terraform outputs, IAM policies, VPC design, load balancers, or cloud architecture decisions."
optimize
by marketcalls
Optimize strategy parameters using VectorBT. Tests parameter combinations and generates heatmaps.