skills.rest
2928563262
2928563262COMMUNITY
Explore all skills by this author →
GitHub

yuntanfang-agent

Interpret natural language requests and route them to whitelisted API actions.

Updated Jun 6, 2026
Search Tags:#workflow#frontend#routing#audit#nlp#whitelist#intent
One-click install
npx skills add https://github.com/2928563262/yuntanfang --skill yuntanfang-agent
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: yuntanfang-agent
Source: https://github.com/2928563262/yuntanfang/tree/main/docs/agent-skills
Command: npx skills add https://github.com/2928563262/yuntanfang --skill yuntanfang-agent

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Interpret user natural language requests and map them to allowed API actions, while providing navigational guidance and auditable traces.

Core Features & Use Cases

  • Intent recognition and action routing: Identifies user goals and routes to whitelisted backend endpoints.
  • System navigation & guidance: Explains where to access features and how to complete common tasks.
  • Auditing & safety: Ensures only approved actions are executed and logs decisions for traceability.
  • Use Case: A consumer asks to find nearby stalls or create an order, and the agent returns a safe front-end action instead of direct backend calls.

Quick Start

Ask the agent a natural language question like "How do I create an order?" to see the mapped safe action.

Frequently Asked Questions about yuntanfang-agent

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I map natural language to API actions in a frontend workflow?▼

To map natural language to API actions, you interpret user intent and route it to a whitelisted endpoint, returning a structured payload for frontend execution. This ensures safe, auditable navigation without exposing direct backend calls.

What is intent-based routing and how does it enforce safe API execution?▼

Intent-based routing identifies user goals from natural language and maps them only to pre-approved API actions. It enforces parameter validation and logs decisions, ensuring frontend execution stays strictly within a safe, auditable whitelist.

How do I build an NLP agent for system navigation and feature guidance?▼

You build an NLP system navigation agent by interpreting user requests to identify intent and routing them to whitelisted actions. The agent guides users to system entry points, explains features, and provides auditable navigation prompts.

Does intent routing require a predefined API whitelist for parameter validation?▼

Yes, intent routing requires a predefined API whitelist to validate parameters and execute actions safely. By restricting execution to approved endpoints, the system guarantees that only structured, auditable payloads are returned for frontend processing.

What are the limitations of using a whitelist for natural language intent routing?▼

The limitation of whitelist-based intent routing is that it restricts natural language actions to only pre-approved API endpoints. If a user requests an unmapped feature, the system cannot execute it and must provide navigational guidance instead.

Related Skills

Explore More Content & Communication Skills→
shariqazeemshariqazeem
1

slot-rpc

Configure Starknet RPC endpoints with authenticated tokens and CORS whitelists via slot CLI.

Community
Intermediate
LocoreMindLocoreMind
1.0k

verify

Verify social media automation actions against API audit logs.

Official
Basic
davidrrowleydavidrrowley

azure-ai-language-conversations-py

Analyze conversational text for intents and entities using Azure Conversational Language Understanding.

Community
Intermediate
Likas07Likas07

api-handoff-docs

Generate structured API handoff documentation detailing endpoints, payloads, and validation rules.

Community
Intermediate