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claude-code

Awesome-omni-skill ptc-orchestration

Activate when user needs multi-URL scraping, browser automation pipelines, or efficient tool orchestration to reduce API round-trips and context usage.

install
source · Clone the upstream repo
git clone https://github.com/diegosouzapw/awesome-omni-skill
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/diegosouzapw/awesome-omni-skill "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/cli-automation/ptc-orchestration" ~/.claude/skills/diegosouzapw-awesome-omni-skill-ptc-orchestration && rm -rf "$T"
manifest: skills/cli-automation/ptc-orchestration/SKILL.md
safety · automated scan (low risk)
This is a pattern-based risk scan, not a security review. Our crawler flagged:
  • pip install
Always read a skill's source content before installing. Patterns alone don't mean the skill is malicious — but they warrant attention.
source content

PTC Orchestration Skill

Use Programmatic Tool Calling (PTC) for efficient multi-tool workflows. PTC allows Claude to write Python code that orchestrates multiple tool calls, reducing:

  • API round-trips (60% fewer calls)
  • Context token usage (65% reduction)
  • Execution time (53% faster)

When to Use

Activate this skill when the user needs:

  • Multi-URL scraping: Fetch and compare multiple web pages
  • Browser automation: Chain multiple browser actions (navigate → snapshot → click → extract)
  • Tool orchestration: Any workflow with 3+ sequential tool calls

Available Commands

CLI Usage

# Multi-URL scraping with summarization
python -m ptc_wrapper.cli scrape https://url1.com https://url2.com

# Browser automation pipeline
python -m ptc_wrapper.cli browser "Navigate to X, extract Y" --url https://start.com

# Custom PTC prompt
python -m ptc_wrapper.cli run "Your complex multi-tool task" --servers flaresolverr,browsermcp

# List available tools
python -m ptc_wrapper.cli list --tools

Python API

from ptc_wrapper import PTCClient

async with PTCClient() as client:
    await client.load_mcp_servers(["flaresolverr"])
    result = await client.scrape_urls(urls, summarize=True)

Setup

Ensure the wrapper is installed:

cd ~/.claude/tools/ptc-wrapper
uv pip install -e .

Key Features

  1. MCP Integration: Works with existing MCP servers (flaresolverr, browsermcp)
  2. Tool Search: Uses 
    allowed_callers
    to enable code execution
  3. Input Examples: Auto-generates examples for better parameter accuracy
  4. Agentic Loop: Handles multi-turn tool execution automatically

Architecture

PTCClient → Anthropic API (with code_execution)
    ↓
MCPClient → MCP Servers (flaresolverr, browsermcp via stdio)

The wrapper adds:

  • code_execution_20250825
    tool to enable PTC
  • allowed_callers: ["code_execution_20250825"]
    to each tool
  • input_examples
    for parameter accuracy
  • Beta header: 
    advanced-tool-use-2025-11-20