Show HN：AI-SkillForge – 從自然語言生成 Anthropic Agent Skills

Hacker News·3 個月前

AI-SkillForge 是一個在 Hacker News 上展示的新開發者工具，它讓使用者能直接從自然語言為 Anthropic 的 Claude AI 模型生成客製化的指令集，稱為 Agent Skills。此工具旨在簡化和加速為特定任務擴展 Claude 功能的過程。

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A local-first developer tool to create, test, and run deterministic Skills

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SkillForge

SkillForge is the developer toolkit for Anthropic Agent Skills — custom instruction sets that extend Claude's capabilities for specific tasks.

Generate production-ready skills in seconds using AI, or craft them manually with validation and bundling tools.

What Are Agent Skills?

Agent Skills are custom instructions that teach Claude how to handle specific tasks. When you upload a skill to Claude, it gains specialized knowledge and follows your defined workflows, examples, and guidelines.

Use cases:

SkillForge handles the entire skill development lifecycle: generate → validate → improve → bundle → deploy.

Installation

Basic Installation

With AI Generation (Recommended)

This includes the Anthropic and OpenAI SDKs for AI-powered skill generation.

Verify Installation

Quick Start

Option 1: AI-Powered Generation (Fastest)

Generate a complete, production-ready skill from a description:

Output:

The generated skill includes:

Option 2: Manual Creation

Create a skill scaffold and customize it yourself:

Complete Workflow Example

Here's the full workflow from idea to deployment:

Deploy: Upload the .zip file to Claude at Settings → Features → Upload Skill

Commands Reference

AI-Powered Commands

Generate a complete skill using AI.

Options:

Enhance an existing skill with AI assistance.

Check available AI providers and their status.

Supported Providers:

Core Commands

Create a new skill scaffold.

Validate a skill against Anthropic's requirements.

Validates:

Package a skill into a zip file for upload.

Display skill metadata and content summary.

Preview how Claude will see the skill.

List all skills in a directory.

Add reference documents or scripts to a skill.

Check installation health and dependencies.

Skill Anatomy

Directory Structure

SKILL.md Format

Every skill requires a SKILL.md file with YAML frontmatter:

Response:
Summary: Critical SQL injection vulnerability found.

Issues:

Recommendation:

Note: validate_skill_directory() and bundle_skill() require Path objects, not strings.

Troubleshooting

"No AI provider available"

"anthropic package not installed"

Validation Errors

Security

API Keys

Skill Content

Bundle Security

Development

Setup

Run Tests

Code Quality