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Skill Maker: AI Skill Factory for Tools - Generate AI skills from tool documentation

Analyzes tool documentation and generates deterministic, parallelizable domain-specific AI skills with seeding, ternary mapping, and integration support.

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Updated: 2026-10-05

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Discover tool documentation
  • Extract operations and examples
  • Analyze tool semantics
  • Generate SplitMix64 seeding
  • Classify outputs to GF(3)
  • Design parallel execution
  • Generate custom SKILL.md
  • Register generated skills

Inputs

  • Tool name
  • Tool documentation
  • API specifications
  • Firecrawl API key
  • Anthropic API access

Outputs

  • Tool specification
  • Generated SKILL.md
  • Seeding strategy code
  • GF(3) classifier code
  • Registered Claude Code skill
  • MCP-integrated skill

Requirements

  • Firecrawl access
  • Anthropic Claude model access
  • Claude Code registration access
  • MCP integration support

Source

  • Spec: SKILL.md

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skill generation
tool documentation
deterministic execution
SplitMix64
GF(3) classification
parallel processing
Claude Code
MCP
Discover tool documentation
Extract operations and examples
Analyze tool semantics
Generate SplitMix64 seeding
Tool name
Tool documentation
API specifications
Tool specification
Generated SKILL.md
Seeding strategy code