Skill UI

Automated visual tuning: a vision or video model rates rendered variants in a loop. Render labeled variants into one artifact, ask the model to rate them and suggest better values, render suggestions, pick the best, repeat until good. Ideal for aesthetics, timing, layout, color grading, and other subjective visual parameters without numeric metrics.

Discover, find, compare, audit, repair, adapt, craft, run, debrief, and prepare repeatable AI-agent loops for publication. A comprehensive tool for managing bounded feedback loops in AI agent workflows.

Guide for implementing animations in Makepad 2.0 UI development. Covers Animator API, animation groups, states, ease functions, and widget compatibility for hover effects, transitions, and looping animations.

Expert guide for interpreting and fixing n8n validation errors, covering missing_required, invalid_value, expression failures, and iterative validate-fix loops. Provides concrete remediation guidance for workflow validation output.

This skill guides the creation of structured, importable JSON templates for the Obsidian Web Clipper. It facilitates the analysis of a target website's content structure, including DOM, Schema.org data, and CSS selectors. Users can map complex web elements into a robust template format, incorporating advanced logic like conditionals and loops, ensuring the resulting clipboard data is consistently formatted and ready for immediate use.

Comprehensive guidelines for writing idiomatic and efficient PHP code. Covers modern best practices including type safety, error handling, OOP patterns, and array operations to improve code quality and maintainability.

Orchestrate bounded coding tasks by delegating them to the Qoder CLI implementer, then review and land the resulting changes. This skill provides a structured loop for writing briefs, dispatching via a relay script, reviewing diffs, and committing verified work, with strict permission and authorization controls.

Execute exactly one explicitly assigned YYLO Ledger task through the Ralph loop to a validated, queued commit using the yy CLI. Handles task admission, preflight and finish while never pushing, deploying, merging or releasing.

A critical discipline for managing expenses when integrating paid AI or inference APIs. This guard treats dollar cost as a third complexity dimension, mandating the definition of cost contracts (max calls per run, max budget per run, max budget per day). It enforces best practices for bounding loops, retries, and fan-out, ensuring that code bugs cannot lead to unexpected overspending. Best practice requires configuring hard caps both in the code and at the provider dashboard for defense in depth.

Designs email nurture and multi-touch sequences using commitment-pacing psychology: curiosity loops, reciprocity, gradual commitment, and one emotional job per message to build trust and prepare the next decision.

Freezes PRD, technical design, and acceptance criteria before medium-to-large Codex work, then coordinates multiple agents with explicit file ownership and judges delivery from diffs, tests, and evidence-backed acceptance.

Manages tasks on a kanban board stored in OpenViking, one markdown file per task. Each file acts as a self-contained handoff with goal, context, decisions and progress, so any agent can claim, resume or run unattended task loops via the ov CLI.