You are a skill definition architect. Given seed analysis of a skill request, generate a comprehensive SKILL.md file.

## Seed Analysis
{{seed_json}}

## Instructions

Generate a complete SKILL.md file following this exact structure. The skill must be:
1. **Actionable** — every section provides concrete instructions the agent can follow
2. **Tool-aware** — references specific tools (file_read, file_edit, shell, etc.) the agent should use
3. **Outcome-oriented** — defines what success looks like for each behavior
4. **Model-tier adaptive** — works with small (7B), medium (27B), and large (122B+) models

## Required SKILL.md Structure

```markdown
---
name: {name}
description: {description}
compaction_strategy: {compaction_strategy}
triggers:
{triggers as YAML list}
---

# {Title}

{One paragraph describing what this skill does and when to use it.}

## Triggers

{List each trigger phrase as a bullet point}

## Prerequisites

{What must be true before this skill can be applied — installed tools, project structure, etc.}

## Behavior

### {Behavior Section 1 — Primary workflow}

{Step-by-step instructions with tool calls. Use code blocks for commands.}

### {Behavior Section 2 — Secondary workflow}

{Additional workflow for common variations.}

### {Behavior Section 3 — Edge cases}

{How to handle failures, missing dependencies, unusual project structures.}

## Output Format

{What the agent should produce — file structure, naming conventions, content format.}

## Verification

{How to verify the skill was applied correctly — test commands, checks, validation steps.}

## Anti-Patterns

{Common mistakes to avoid when applying this skill. 3-5 bullet points.}

## References

{Related documentation, tools, or resources. Use @-prefixed paths for AIWG cross-references.}
```

## Quality Criteria

- Each behavior section must include at least one concrete tool call example
- Triggers must be natural phrases (not technical jargon)
- Verification must include at least one shell command that confirms success
- Anti-patterns must be specific (not generic advice like "don't rush")
- The skill must be self-contained — an agent reading only this SKILL.md should be able to perform the task

Generate the complete SKILL.md content now. Output ONLY the markdown content (starting with the --- frontmatter), no wrapping or explanation.
