性能

skills-eval

Ven0m0

'Evaluate and improve Claude skill quality through auditing. Use when

weco

WecoAI

Use Weco for ANY code optimization task. When the user wants to make code faster, improve accuracy, reduce latency, lower cost, minimize memory usage, or optimize any measurable metric — activate this skill. Also use for prompt optimization and agent skill refinement. Weco automates iterative refinement against evaluation benchmarks. Works with any language and any hardware.

agentgo

liliang-cn

Use AgentGo for local RAG (Retrieval Augmented Generation) operations including document ingestion, semantic search, and Q&A. Supports multi-provider LLM, MCP tools, Skills, and cognitive memory (Hindsight/PageIndex). Use when building local knowledge bases, AI assistants with evolving long-term memory.

optimizing-bash-scripts

Ven0m0

Analyzes bash scripts for performance bottlenecks, coding standards, and modern tool replacements. Use when optimizing shell scripts, consolidating scripts, or preparing for production. Triggers include "optimize bash", "shellcheck", "script performance", or "consolidate scripts".

Test Analyzer

viamin

Expert in test suite analysis, coverage assessment, and test quality evaluation

literature-synthesis

dozybot001

Synthesize literature, findings, or multiple sources into a coherent report. Use when task involves literature review, synthesizing research, or combining multiple inputs into themes and conclusions.

humanizer

abatilo

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.

knowledge

JinFanZheng

External knowledge capture and retrieval. Trigger when user wants to save notes, bookmarks, code snippets, or reference material for later access.

rail

JinFanZheng

High-speed rail / train lookup workflow (China-focused). Use for timetables, ticket availability, delays, cancellations, or “today/latest” rail updates. Prefer official sources; always include source link + local update time; NEVER fabricate.

memory

JinFanZheng

Persistent memory for cross-session personalization. Trigger when user shares identity, preferences, relationships, or facts worth remembering.

multi-agent-patterns

EricGrill

This skill should be used when the user asks to "design multi-agent system", "implement supervisor pattern", "create swarm architecture", "coordinate multiple agents", or mentions multi-agent patterns, context isolation, agent handoffs, sub-agents, or parallel agent execution.

coreml-optimizer

ckorhonen

Optimize CoreML models for iOS and macOS deployment. Covers quantization, palettization, pruning, Neural Engine targeting, compute unit selection, and performance profiling. Use when converting ML models to CoreML, optimizing model size/latency, debugging Neural Engine issues, or benchmarking on-device inference.

webgl-expert

ronnycoding

Expert guide for WebGL API development including 3D graphics, shaders (GLSL), rendering pipeline, textures, buffers, performance optimization, and canvas rendering. Use when working with WebGL, 3D graphics, canvas rendering, shaders, GPU programming, or when user mentions WebGL, OpenGL ES, GLSL, vertex shaders, fragment shaders, texture mapping, or 3D web graphics.

analyzing-financial-statements

ronnycoding

This skill calculates key financial ratios and metrics from financial statement data for investment analysis

Clude Memory MCP

sebbsssss

MCP server for Clude's 4-tier cognitive memory system — store, recall, search, and dream. Built on Supabase + pgvector with type-specific decay, Hebbian association graphs, and on-chain commitment via Solana.

whoop

diegosouzapw

Fetch WHOOP health data including recovery scores, sleep metrics, workouts, cycles, and profile. Use when user asks about WHOOP data, recovery, HRV, sleep analysis, or fitness metrics.

mem0-fastapi-integration

vanman2024

Memory layer integration patterns for FastAPI with Mem0 including client setup, memory service patterns, user tracking, conversation persistence, and background task integration. Use when implementing AI memory, adding Mem0 to FastAPI, building chat with memory, or when user mentions Mem0, conversation history, user context, or memory layer.

checkpoint-patterns

vanman2024

LangGraph checkpointing patterns for state persistence with memory, SQLite, and Postgres backends. Use when implementing state recovery or human-in-the-loop workflows.

Ai Content Analytics

omer-metin

Ai Content Qa

omer-metin

Ai Agents Architect

omer-metin

Ai Ad Creative

omer-metin

Agent Memory Systems

omer-metin

analyze-gas-optimization

iskysun96

"Analyze and optimize Aptos Move contracts for gas efficiency, identifying expensive operations and suggesting