# Vibe Structured Output

> Enforces structured output format for analyses, reports, and recommendations — Executive Summary, Detailed Analysis, Next Steps, Metrics. Prevents wall-of-text responses.

- **Type:** Skill
- **Install:** `agentstack add skill-ash1794-vibe-engineering-structured-output`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [ash1794](https://agentstack.voostack.com/s/ash1794)
- **Installs:** 0
- **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [ash1794](https://github.com/ash1794)
- **Source:** https://github.com/ash1794/vibe-engineering/tree/master/plugins/vibe-engineering/skills/structured-output

## Install

```sh
agentstack add skill-ash1794-vibe-engineering-structured-output
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# vibe-structured-output

Structure aids comprehension. Every analysis should be scannable before it's readable.

## When to Use This Skill

- Producing any analysis, report, or recommendation
- When the output will be shared with others
- When multiple stakeholders with different needs will read the output
- When the response would otherwise be a wall of text

## When NOT to Use This Skill

- Simple yes/no answers
- Code-only responses
- Casual conversation
- When the user asks for a specific format

## The Format

Every structured output has 4 sections:

### 1. Executive Summary (5-10 lines)
- **Type**: [Analysis | Report | Recommendation | Audit]
- **Confidence**: High / Medium / Low
- **Key Finding**: [One sentence]
- **Recommended Actions**: [Count]
- **Urgency**: Immediate / High / Medium / Low

### 2. Detailed Analysis
Tables, sections, evidence. This is the meat.
- Use tables for comparisons
- Use bullet lists for findings
- Reference specific files/lines
- Include data, not opinions

### 3. Next Steps
Numbered, actionable items:
1. [Action] — [Owner, if known] — [Priority]
2. [Action] — [Owner, if known] — [Priority]

### 4. Metrics (If Applicable)
| Metric | Current | Target | Status |
|--------|---------|--------|--------|
| [name] | [value] | [value] | ✓/⚠/✗ |

## Anti-Patterns

- Starting with implementation details instead of summary
- Mixing analysis with recommendations
- Opinions without evidence
- Actions without owners or priorities
- Metrics without targets

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [ash1794](https://github.com/ash1794)
- **Source:** [ash1794/vibe-engineering](https://github.com/ash1794/vibe-engineering)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-ash1794-vibe-engineering-structured-output
- Seller: https://agentstack.voostack.com/s/ash1794
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.