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Mailcoach Workflow Automation

mailcoach-automation

ComposioHQ/awesome-claude-skills

Automates Mailcoach operations through Composio’s Rube MCP toolkit by first discovering current tool schemas, managing the mailcoach connection, and executing schema-compliant workflows safely with session and memory handling.

Mamba Selective State Models

mamba-architecture

Orchestra-Research/AI-Research-SKILLs

Mamba provides selective state-space models with O(n) inference complexity, letting you handle million-token sequences faster than transformers while skipping KV caches and benefiting from a hardware-aware design. Use it for long-context language modeling, streaming applications, and scalable low-memory sequence learners.

Memory System Design

sickn33/antigravity-awesome-skills

Design layered short-term, long-term, and graph-based memory systems so agents persist across sessions, keep entity consistency, and reason over accumulated knowledge during conversations.

Flash Attention Optimization

optimizing-attention-flash

Orchestra-Research/AI-Research-SKILLs

Speeds up transformer attention with Flash Attention techniques, offering 2-4× throughput gains and 10-20× memory reduction. Ideal for long-context models on PyTorch (native or flash-attn lib), H100 FP8, and sliding window scenarios to resolve GPU memory bottlenecks and improve inference.

LLM Quantization Toolkit

quantizing-models-bitsandbytes

Orchestra-Research/AI-Research-SKILLs

Quantizes LLMs to 8-bit or 4-bit to cut memory by 50-75%, letting inference and QLoRA fine-tuning run on constrained GPUs while keeping accuracy high; supports Bitsandbytes, NF4/INT8 formats, 8-bit optimizers, and HuggingFace Transformers.

Retellai Automation Protocol

retellai-automation

ComposioHQ/awesome-claude-skills

Automates Retellai workflows through Composio's Rube MCP toolkit, guiding tool discovery, connection checks, schema-compliant invocation, and memory/session handling via the RUBE search/manage/execute calls.

Serpapi Automation With Rube

serpapi-automation

ComposioHQ/awesome-claude-skills

Orchestrates Serpapi searches through Composio's Rube MCP by discovering current tool schemas, validating the connection, and executing schema-compliant calls with session reuse and explicit memory placeholders to keep automation workflows reliable.

Tinyurl Automation Workflow

tinyurl-automation

ComposioHQ/awesome-claude-skills

Automates Tinyurl operations through Composio’s Rube MCP by guiding you to discover tool schemas, manage Tinyurl connections, and execute actions via RUBE_MULTI_EXECUTE_TOOL with session and memory handling.

TwinMind SDK Patterns

twinmind-sdk-patterns

jeremylongshore/claude-code-plugins-plus-skills

Provides production-ready TypeScript and Python patterns for TwinMind AI memory and meeting intelligence REST APIs, covering authenticated clients, memory storage/retrieval, meeting context creation, batching, and rate-limit aware retries to standardize integrations.

Vector Index Tuning

vector-index-tuning

sickn33/antigravity-awesome-skills

Optimize vector indexes by tuning HNSW parameters, choosing quantization strategies, and scaling infrastructure to hit latency, recall, and memory targets for large-scale search workloads.

Vertex Engine Inspector

vertex-engine-inspector

jeremylongshore/claude-code-plugins-plus-skills

Inspect Vertex AI Agent Engine deployments end-to-end, validate sandboxing, memory bank, A2A compliance, security posture, and monitoring, then emit weighted production-readiness scores with remediation guidance.

Hierarchical Agent Memory

hierarchical-agent-memory

sickn33/antigravity-awesome-skills

Hierarchical Agent Memory (HAM) scopes Claude Code agent context by generating per-directory CLAUDE.md files, tracking token savings, and surfacing analytics via a dashboard so multi-folder projects avoid repeated full scans.

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