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instruction-dashboard-tuning - Iteratively tune dashboard-building instructions

Uses discovery, dashboard-building, and review sub-agents to improve instructions and framework code through wireframe-based testing.

Tags

Updated: 2026-10-02

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Check user consent
  • Capture website wireframes
  • Discover API transports
  • Build matching dashboards
  • Review code and screenshots
  • Apply generalized findings
  • Clean up worktrees

Inputs

  • User consent
  • Discovery pass count
  • Wireframe websites
  • Agent completion policy
  • Target website URLs
  • Repository worktree
  • API routes

Outputs

  • Consent file
  • Wireframe screenshots
  • Dashboard screenshots
  • Discovered API routes
  • Dashboard implementation
  • Reviewer findings report
  • Instruction changes
  • Framework code fixes
  • Cleanup state
  • Handoff file
  • Committed changes

Requirements

  • Writable repository
  • Claude sub-agent support
  • Browser screenshot capability
  • Permission to run servers
  • Permission to manage processes
  • SOTA reviewer model
  • pnpm and Biome

Source

  • Spec: SKILL.md

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instruction tuning
dashboard testing
sub-agents
API discovery
wireframe matching
code review
Check user consent
Capture website wireframes
Discover API transports
Build matching dashboards
User consent
Discovery pass count
Wireframe websites
Consent file
Wireframe screenshots
Dashboard screenshots