frontier
Quality standards, verification loops, and taste gates for any deliverable
All Skills in This Repository (1)
Pure Emerald Level IndicatorsFrequently Asked Questions
FAQPage SchemaHow to install frontier?▼
Run `npx skills add apoorvjain25/frontier --all -g -y` in your terminal to install the skill globally.
What does frontier actually do?▼
It runs any task through written quality standards, multiple candidate drafts, evidence-based verification sweeps, and a final taste gate so the output meets a high bar instead of stopping at a first draft.
Which models and tools work with frontier?▼
It works with Claude Opus and Sonnet, GPT, and Gemini, and runs in Claude Code, claude.ai, Cursor, Windsurf, and aider.
What is the difference between quick and full mode?▼
Quick mode runs one judged pass inside a single response, while full mode adds best-of-N candidate generation, a convergence loop, and a taste gate for high-stakes work.
Do I need coding skills to use frontier?▼
No. You name the deliverable and mode in plain English, and the procedure handles rubrics, verification, and reporting automatically.
