prompt-structurer

Prompt Structurer Skill

Converts natural language requirements into PROMPTCONVERTER-style pseudo-code through intelligent transformation and compression.

What This Skill Does

Transforms vague requirements like "Add authentication to our API" into precise pseudo-code:

implement_authentication(
  methods=["jwt", "oauth"],
  providers=["google", "github"],
  token_ttl="15m",
  refresh_enabled=true,
  rate_limiting="10/1h",
  target_files=["src/auth/handler.ts", "src/middleware/auth.ts"],
  error_handling={...},
  security={...}
)

Key features:

• Compression: Auto-compresses verbose requirements to 80% while preserving technical details
• Standardization: Converts to function-like format with explicit parameters
• Architecture-aware: Includes file paths based on detected tech stack
• Production-ready: Adds standard parameters (timeouts, logging, error handling)

When to Use

• User provides a vague or verbose requirement
• Need to convert natural language to actionable specification
• Requirement is >1000 characters and needs compression
• Output needs to be in PROMPTCONVERTER function format

How It Works

Phase 1: Compression (if needed)

If requirement is >1000 characters:

1. Identify key technical details (error codes, constraints, specific values)
2. Remove repetitive explanations
3. Combine related concepts
4. Target 80% compression (1000 chars → 800 chars)

Example:

BEFORE (1200 chars):
"We need to add user authentication to our API. Users should be able to log in with
their email and password. We also want to support OAuth authentication with Google.
Users should have access tokens that expire after 15 minutes. Refresh tokens should
be used to get new access tokens. We need to implement rate limiting to prevent
brute force attacks. The rate limit should be 10 login attempts per hour per IP..."

AFTER (300 chars):
"User authentication: email/password + OAuth Google. Access tokens (JWT, 15m TTL).
Refresh tokens for renewal. Rate limit: 10 login attempts/hour/IP. Logout after 24h inactivity."