/skill-gen

name: skill-gen
version: 0.9.0
description: "Deprecated. Auto-generate Claude skills from documentation URLs using Firecrawl agent. Use when user wants to create a skill from docs, API references, or tool homepages. Asks up to 3 clarifying questions before deep extraction. Supports topic focus (e.g., \"only auth endpoints\") and outputs to local .claude/skills/ by default. No longer recommended: the generated output needed enough rewriting that authoring the SKILL.md by hand was faster."
license: Complete terms in LICENSE.txt

Skill Gen

> **Deprecated, kept for provenance.** Generating a skill from documentation produced output that needed enough rewriting that writing the SKILL.md by hand turned out faster. The failure is not Firecrawl's extraction, it is that a good skill encodes judgment about when to use it and what goes wrong, and documentation does not contain that. Read a skill you trust and write yours directly. > > Still installable. See [Maturity](../../../README.md#maturity).

This skill provides guidance for creating effective skills.

About Skills

Skills are modular, self-contained packages that extend Claude's capabilities by providing specialized knowledge, workflows, and tools. Think of them as "onboarding guides" for specific domains or tasks—they transform Claude from a general-purpose agent into a specialized agent equipped with procedural knowledge that no model can fully possess.

What Skills Provide

1. Specialized workflows - Multi-step procedures for specific domains 2. Tool integrations - Instructions for working with specific file formats or APIs 3. Domain expertise - Company-specific knowledge, schemas, business logic 4. Bundled resources - Scripts, references, and assets for complex and repetitive tasks

Core Principles

Concise is Key

The context window is a public good. Skills share the context window with everything else Claude needs: system prompt, conversation history, other Skills' metadata, and the actual user request.

**Default assumption: Claude is already very smart.** Only add context Claude doesn't already have. Challenge each piece of information: "Does Claude really need this explanation?" and "Does this paragraph justify its token cost?"

Prefer concise examples over verbose explanations.

Set Appropriate Degrees of Freedom

Match the level of specificity to the task's fragility and variability:

**High freedom (text-based instructions)**: Use when multiple approaches are valid, decisions depend on context, or heuristics guide the approach.

**Medium freedom (pseudocode or scripts with parameters)**: Use when a preferred pattern exists, some variation is acceptable, or configuration affects behavior.

**Low freedom (specific scripts, few parameters)**: Use when operations are fragile and error-prone, consistency is critical, or a specific sequence must be followed.

Think of Claude as exploring a path: a narrow bridge with cliffs needs specific guardrails (low freedom), while an open field allows many routes (high freedom).

Anatomy of a Skill

Every skill consists of a required SKILL.md file and optional bundled resources:

skill-name/
├── SKILL.md (required)
│   ├── YAML frontmatter metadata (required)
│   │   ├── name: (required)
│   │   └── description: (required)
│   └── Markdown instructions (required)
└── Bundled Resources (optional)
    ├── scripts/          - Executable code (Python/Bash/etc.)
    ├── references/       - Documentation intended to be loaded into context as needed
    └── assets/           - Files used in output (templates, icons, fonts, etc.)

SKILL.md (required)

Every SKILL.md consists of:

• **Frontmatter** (YAML): Contains `name` and `description` fields. These are the only fields that Claude reads to determine when the skill gets used, thus it is very important to be clear and comprehensive in describing what the skill is, and when it should be used.
• **Body** (Markdown): Instructions and guidance for using the skill. Only loaded AFTER the skill triggers (if at all).

Bundled Resources (optional)

Scripts (`scripts/`)

Executable code (Python/Bash/etc.) for tasks that require deterministic reliability or are repeatedly rewritten.

• **When to include**: When the same code is being rewritten repeatedly or deterministic reliability is needed
• **Example**: `scripts/rotate_pdf.py` for PDF rotation tasks
• **Benefits**: Token efficient, deterministic, may be executed without loading into context
• **Note**: Scripts may still need to be read by Claude for patching or environment-specific adjustments

References (`references/`)

Documentation and reference material intended to be loaded as needed into context to inform Claude's process and thinking.

• **When to include**: For documentation that Claude should reference while working
• **Examples**: `references/finance.md` for financial schemas, `references/mnda.md` for company NDA template, `references/policies.md` for company policies, `references/api_docs.md` for API specifications
• **Use cases**: Database schemas, API documentation, domain knowledge, company policies, detailed workflow guides
• **Benefits**: Keeps SKILL.md lean, loaded only when Claude determines it's needed
• **Best practice**: If files are large (>10k words), include grep search patterns in SKILL.md
• **Avoid duplication**: Information should live in either SKILL.md or references files, not both. Prefer references files for detailed information unless it's truly core to the skill—this keeps SKILL.md lean while making information discoverable without hogging the context window. Keep only essential procedural instructions and workflow guidance in SKILL.md; move detailed reference material, schemas, and examples to references files.

Assets (`assets/`)

Files not intended to be loaded into context, but rather used within the output Claude produces.

• **When to include**: When the skill needs files that will be used in the final o