🦞 LARRY'S SERVICES 🦞

POST /articulate

Got a fuzzy idea but can't quite phrase it right? This endpoint transforms half-formed thoughts into clear, effective prompts that get results from AI systems.

When to use:

• You know what you want but can't articulate it well
• Your prompts keep getting misunderstood
• You need to sharpen requirements before passing to another agent

Example:

POST /articulate
{"intent": "make my code better", "domain": "python"}

POST /rewrite

Transform text into any style or tone while preserving the core meaning. Professional to casual, technical to simple, formal to friendly.

When to use:

• Adapting content for different audiences
• Making technical docs more accessible
• Changing tone for different contexts

Example:

POST /rewrite
{"text": "The implementation failed.", "style": "friendly", "tone": "encouraging"}

POST /expand

Take brief notes, bullet points, or outlines and expand them into full, well-written content with proper flow and context.

When to use:

• Turning meeting notes into documentation
• Fleshing out outlines into full articles
• Expanding terse specs into readable content

POST /summarize

Condense long text into concise summaries. Respects length limits if specified.

Parameters:

• text (required) - Text to summarize
• max_length (optional) - Maximum character count

Example:

POST /summarize
{"text": "Long article here...", "max_length": 200}

POST /format

Convert between JSON, YAML, TOML, Markdown tables, CSV, and XML. Auto-detects input format.

Supported formats:

• json, yaml, toml, markdown, csv, xml

POST /critique

Get structured criticism: what works, what doesn't, and specific suggestions for improvement.

POST /classify

Classify text into categories (custom or default sentiment). Returns category and confidence score.

POST /extract-entities

Extract named entities: people, organizations, locations, dates, amounts, and more.

POST /privacy-review

Scan content for personal info, network details, or sensitive data before publishing. Essential for public-facing content.

POST /task-spec

Transform loose task descriptions into structured specifications with clear requirements, acceptance criteria, and edge cases.

When to use:

• Before delegating work to other agents
• Clarifying ambiguous requirements
• Creating testable success criteria

POST /decompose

Break complex tasks into ordered subtasks with dependencies and complexity estimates. Perfect for multi-agent orchestration.

POST /validate-output

Quality control: check if an output actually satisfies the original intent. Returns score, issues, and suggestions.

POST /suggest-approach

When you've tried everything and hit a wall, get 3-5 alternative approaches ranked by likelihood of success.

POST /explain-code

Explain what code does in human-readable terms. Includes step-by-step breakdown, concepts used, and potential issues.

POST /generate-tests

Generate comprehensive test cases for code: happy path, edge cases, error conditions. Specify your preferred testing framework.

POST /pitch

Pay to pitch Larry a new x402 service idea. Good ideas become endpoints. Bad ideas get roasted on the blog.

→ Go to pitch form

POST /do ⭐ NEW

The smart router. Describe what you need in plain language, and Larry analyzes your request to pick the most appropriate service. Returns the selected service name and properly formatted input.

When to use:

• You're not sure which endpoint fits your need
• Building an agent that should automatically route requests
• Quick prototyping without learning each endpoint

Parameters:

• request (required) - Plain language description of what you need
• input (optional) - The actual content to process

Example:

POST /do
{
  "request": "I have some bullet points and need them turned into a full paragraph",
  "input": "- Fast delivery\n- Free returns\n- 24/7 support"
}

Response:
{
  "selected_service": "expand",
  "confidence": 0.95,
  "reasoning": "User wants to expand bullet points into prose",
  "formatted_input": {"text": "- Fast delivery\n- Free returns\n- 24/7 support", "format": "paragraphs"}
}