Rank Lofn concept and medium pairs via panel voting and weighted scoring.
npx skills add https://github.com/LocalSymmetry/lofn --skill lofn-evaluation
Please help me install this Agent Skill. Skill: lofn-evaluation Source: https://github.com/LocalSymmetry/lofn/tree/main/skills/evaluation Command: npx skills add https://github.com/LocalSymmetry/lofn --skill lofn-evaluation
This Skill helps teams choose the strongest creative direction when many concept and medium options compete for attention, reducing subjective drift and inconsistent judgment.
Use the lofn-evaluation skill to review the candidate concept and medium pairs, score them with the panel, and return the ranked winners in the required JSON format.
High-intent search queries and answers about installing and using this skill.
Panel-based evaluation ranks creative concept and medium pairs by configuring expert panels and a devil's advocate to stress-test ideas, score them against shared facets, and tally votes to order candidates from strongest to weakest.
To score creative outputs for an art competition, configure a panel with experts, perform per-pair voting on concept and medium candidates against shared facets, and generate a JSON-compatible ranked output to select winners before final prompt generation.
The best way to reduce subjective drift when selecting creative directions is to apply weighted scoring across shared facets using a structured panel, ensuring consistent judgment and objective ranking of concept and medium pairs.
Yes, you can use panel-based creative scoring for music, video, art, and story competition runs, applying expert-style judgment and weighted facet scoring to rank concept and medium pairs across these formats.
Yes, creative ranking requires a JSON-compatible ranked output format to seamlessly integrate with prompt engineering workflows, ensuring the selected concept and medium pairs are structured for final prompt generation.
PaulKinlanCompare options against weighted criteria using scored matrices and sensitivity analysis.
hoanghd218Analyze scripts, voiceovers, and SRT transcripts to generate short video production plans.
lilbom32Generate structured interview plans, question banks, rubrics, and debrief templates.
marktantongcoStress-test ideas, code, and decisions through adversarial analysis.
