fast-gateway-protocol

anthropic-daemon

Fast Anthropic Claude API operations via FGP daemon - 15-30x faster than spawning API clients per request. Use when user needs Claude chat completions, streaming responses, token counting, or batch requests. Triggers on "claude chat", "anthropic api", "claude completion", "claude stream".

fast-gateway-protocol 2 Updated 4mo ago

Resources

1
GitHub

Install

npx skillscat add fast-gateway-protocol/fgp-skills/anthropic-daemon

Install via the SkillsCat registry.

SKILL.md

FGP Anthropic Daemon

Fast Anthropic Claude API operations with persistent connection pooling.

Why FGP?

Operation FGP Daemon Direct API Client Speedup
Chat completion 15ms overhead 200-400ms cold 15-25x
Streaming 5ms setup 150ms setup 30x
Embeddings 10ms 180ms cold 18x

Installation

# Via Homebrew
brew install fast-gateway-protocol/fgp/fgp-anthropic

# Via npx
npx add-skill fast-gateway-protocol/fgp-skills --skill fgp-anthropic

Setup

# Set your API key
export ANTHROPIC_API_KEY="sk-ant-..."

# Start the daemon
fgp start anthropic

Usage

# Chat completion
fgp call anthropic.chat --model claude-sonnet-4-20250514 --message "Hello!"

# Streaming chat
fgp call anthropic.stream --model claude-sonnet-4-20250514 --message "Write a poem"

# List models
fgp call anthropic.models

Available Commands

Command Description
anthropic.chat Send chat completion request
anthropic.stream Streaming chat completion
anthropic.models List available models
anthropic.count_tokens Count tokens in text
anthropic.batch Batch multiple requests

Example Workflows

Code Review

fgp call anthropic.chat \
  --model claude-sonnet-4-20250514 \
  --system "You are a code reviewer" \
  --message "Review this code: $(cat main.py)"

Document Analysis

fgp call anthropic.chat \
  --model claude-sonnet-4-20250514 \
  --message "Summarize this document" \
  --file report.pdf

Architecture

  • Persistent HTTPS connection pool
  • Response caching for identical requests
  • Automatic retry with exponential backoff
  • Token counting without API calls