API Knowledge System Skill

Parse API documentation and generate Python or JavaScript code with quirk handling.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/ignitabull18/claude-skills --skill api-knowledge-system-skill
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: API Knowledge System Skill
Source: https://github.com/ignitabull18/claude-skills/tree/main/api-knowledge-system
Command: npx skills add https://github.com/ignitabull18/claude-skills --skill api-knowledge-system-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires @supabase/mcp-server, @mendable/firecrawl-mcp, @modelcontextprotocol/server-filesystem.

What problem does it solve?

This Skill eliminates the manual, time-consuming process of understanding, integrating, and optimizing APIs. It automates documentation parsing, quirk detection, workflow planning, and code generation, allowing you to build with APIs faster and more reliably.

Core Features & Use Cases

  • Intelligent API Ingestion: Automatically scrapes and understands API documentation from URLs or files, detecting endpoints, parameters, and quirks.
  • Format Quirk Detection: Identifies and catalogs API inconsistencies (e.g., currency in cents, specific date formats) and provides conversion functions.
  • Workflow Planning & Code Generation: Creates detailed multi-API workflow plans with cost estimates and generates production-ready Python/JavaScript code with automatic quirk handling, error handling, and retry logic.
  • Cost Optimization: Compares multiple APIs for the same functionality, recommending the most cost-effective approach.
  • Use Case: Quickly integrate a new payment gateway by ingesting its API, planning a webhook-based workflow, and generating robust Python code that handles all currency and pagination quirks.

Quick Start

Ingest the JSONPlaceholder API documentation from https://jsonplaceholder.typicode.com/