Skill Creator

Files (4)

• SKILL.md
• TEMPLATE.md · references/
• lifecycle.md · references/
• resource-organization.md · references/

SKILL.md (first lines)

# Agent Skill Creator Standard

## **Priority: P0 (CRITICAL)**

Strict guidelines for authoring High-Density Agent Skills. Maximize information density while minimizing token consumption through progressive disclosure and strategic content organization.

## Core Principles

### **Token Economy First** ⚡

Every word costs tokens. Design skills for maximum information/token ratio:

- **Progressive Loading**: Load only essential content initially
- **Lazy References**: Move detailed examples to `references/` folder
- **Imperative Compression**: Use verbs, abbreviations, bullet points
- **Context Window Awareness**: Design for 4k-32k token limits across agents

### **Three-Level Loading System**

```ts
Level 1: Metadata (Triggers) → AGENTS.md index (Proactive Activation)
Level 2: SKILL.md Body (70 lines) → Core guidelines (When triggered)
Level 3: References/Scripts/Assets → Deep knowledge (On-demand only)
```

## Directory Structure

```text
skills/
└── {category}/                     # e.g., "flutter" (lowercase)
    └── {skill-name}/               # e.g., "bloc-state-management" (kebab-case)
        ├── SKILL.md                # Core Logic (High Density, <500 lines)
        ├── scripts/                # Executable code (Deterministic tasks)
        │   └── automation.py
        ├── references/             # Heavy Examples (Lazy loaded)
        │   ├── patterns.md
        │   └── examples.md
        └── assets/                 # Output templates (Never loaded)
            └── template.json
```

## Writing Rules (Token-Optimized)

1. **Imperative Compression**: Start with verbs. No "Please/You should".
   - _Waste_: "You should use BLoC for state management." (8 words)
   - _Efficient_: "Use BLoC for state management." (5 words)

2. **Token Economy**: Maximize info/token ratio.
   - Skip articles ("the", "a") if readable
   - Use standard abbreviations (cfg, param, impl)
   - Bullet points > paragraphs (3x density)

3. **Progressive Disclosure**: Essential info first, details on-demand.
   - Core workflow in SKILL.md
   - Complex examples in references/
   - Templates/assets never loaded

4. **Context-Aware Design**: Different agents have different limits.
   - Cursor: ~100k tokens
   - Claude: ~200k tokens
   - Windsurf: ~32k tokens

## Content Sections (Token-Budgeted)

Required sections in `SKILL.md`:

1. **Frontmatter (Mandatory)**: Metadata for proactive activation.

   ```yaml
   ---
   name: Skill Name
   description: 1-sentence purpose
   metadata:
     labels: [tag1, tag2]
     triggers:
       # Patterns that suggest context for this skill
       files: ['**/*.ext', 'characteristic-file.json']
       # Keywords that indicate work in this area
       keywords: [term1, term2]
   ---
   ```

2. **Priority**: P0 (Critical), P1 (Standard), or P2 (Optional)
3. **Structure**: ASCII tree of expected file layout
4. **Guidelines**: Bullet points of "Do this" (imperative)
5. **Anti-Patterns**: Bullet points of "Don't do this"
6. **Reference Links**: Links to `references/` files (lazy loading)

## Size Limits (Strict)

| Element                    | Limit    | Action if Exceeded       |
| -------------------------- | -------- | ------------------------ |
| SKILL.md total             | 70 lines | Extract to references/   |
| Inline code block          | 10 lines | Move to references/      |
| Anti-pattern item          | 15 words | Compress to imperative   |
| Description after Priority | 0 lines  | Remove (use frontmatter) |
| Tables                     | 8 rows   | Extract to references/   |
| Explanatory sections       | 10 lines | Extract to references/   |

## Resource Organization (Token-Saving)

### **scripts/** - Executable Code

**When to use**: Deterministic, repeated tasks
**Benefits**: Never loaded into context, executed directly
**Examples**: Code generators, formatters, validators

### **references/** - Documentation

**When to use**: Detailed examples, API docs, complex patterns
**Benefits**: Loaded only when needed, keeps SKILL.md lean
**Examples**: Implementation patterns, error handling guides

### **assets/** - Output Templates

**When to use**: Boilerplate files, images, configs
**Benefits**: Never loaded, copied to output as-needed
**Examples**: Project templates, config files, icons

From fierzone/agent-skills-standard, Apache-2.0.

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