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instruction-dashboard-tuning

Map a website's API surface and generate proxy routes across transports.

182|19|Updated Mar 23, 2026
Search Tags:#automation#agent orchestration#dashboard#wireframe#instruction-improvement#api-discovery
One-click install
npx skills add https://github.com/adam-s/intercept --skill instruction-dashboard-tuning
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: instruction-dashboard-tuning
Source: https://github.com/adam-s/intercept/tree/main/.claude/skills/instruction-dashboard-tuning
Command: npx skills add https://github.com/adam-s/intercept --skill instruction-dashboard-tuning

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Coordinating multiple specialized agents to rapidly assemble throwaway dashboards via a repeatable three-phase workflow: discover APIs and transports, build a wireframe-aligned dashboard, and have a SOTA reviewer critique the implementation for instruction improvements.

Core Features & Use Cases

  • A three-phase pipeline (Discovery, Build, Review) guiding cross-agent collaboration to produce generalized dashboard improvements.
  • Produces actionable instruction and framework fixes that persist beyond a single run, enabling rapid iteration across different sites.
  • Ideal for software teams building dashboards, prototypes, or automated UI scaffolds that demand repeatable results and quality checks.

Quick Start

Run a full dashboard-tuning iteration against a target URL using the provided script to start discovery, build, and review phases.

Frequently Asked Questions about instruction-dashboard-tuning

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

FAQPage Schema
How do I automate API discovery and dashboard generation from a target website?▼

Automated API discovery and dashboard generation works by coordinating specialized agents to map a website's API surface across transports, then building a wireframe-matching dashboard with proxy routes.

What is the best way to coordinate autonomous agents for building UI prototypes?▼

Coordinating autonomous agents for UI prototypes is best handled through an iterative three-phase pipeline: discovering APIs, building the wireframe-aligned dashboard, and reviewing the implementation for actionable improvements.

Can I use automated agents to generate proxy routes for undocumented APIs?▼

Yes, you can use automated agents to generate proxy routes by identifying and mapping a target website's API surface across multiple transports, validating the routes for safety and consistency.

How do dashboard tuning agents ensure safety and consistency when scaffolding UI?▼

Dashboard tuning agents ensure UI scaffolding safety and consistency by validating generated proxy routes, taking screenshots of the results, and applying generalized findings across different hosts.

Does autonomous dashboard tuning produce reusable improvements or just throwaway prototypes?▼

Autonomous dashboard tuning produces both throwaway dashboards and actionable instruction fixes that persist beyond a single run, enabling rapid iteration and generalized improvements across different sites.

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