lofn-daily

Coordinate a daily creative pipeline converting verified world facts into music and image deliverables.

19|1|Updated Mar 26, 2024
One-click install
npx skills add https://github.com/LocalSymmetry/lofn --skill lofn-daily
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: lofn-daily
Source: https://github.com/LocalSymmetry/lofn/tree/main/.agents/skills/lofn-daily
Command: npx skills add https://github.com/LocalSymmetry/lofn --skill lofn-daily

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill runs Lofn's daily creative pipeline end to end, turning verified world facts into ranked music and image outputs without manual coordination of research, pairing, QA, or resume handling.

Core Features & Use Cases

  • Daily research brief: Collects required real-world facts and writes a structured brief that anchors the run.
  • Multi-modal generation: Produces music and image candidate sets using the Lofn pipeline, daily rules, and library-only personality and panel selection.
  • Operational safety: Tracks run state on disk, supports resume, quarantines failed pairs, and applies QA checks before delivery.
  • Use case: Use it for a full daily drop, a single-modality run, or a test slice when you want to validate the workflow quickly.

Quick Start

Run the lofn-daily skill to execute today's daily creative pipeline and return the research brief, ranked candidate picks, and QA-ready outputs in chat.

Frequently Asked Questions about lofn-daily

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

FAQPage Schema
How do I automate a daily creative pipeline for generating music and images from research?

To automate a daily creative pipeline, this skill coordinates the entire workflow from tri-source research collection to multi-modal generation and QA gating. It turns verified world facts into ranked music and image outputs without manual intervention.

What is tri-source research and how does it work for creative generation?

Tri-source research is a verification mechanism that collects required real-world facts from three sources to anchor a creative run. This skill enforces this process to ensure the daily research brief is accurate before generating music and image deliverables.

Can I run a single-modality generation for just music or just images?

Yes, you can run a single-modality generation. This skill supports full runs, single-modality runs, and test slices, allowing you to validate the workflow quickly or target specific image and music deliverables independently.

How do I resume a failed creative pipeline run without starting over?

You can resume a failed creative pipeline run using disk-based state tracking. This skill saves the run state on disk, quarantines failed pairs, and allows you to restart the workflow from the last successful checkpoint.

Does the daily creative workflow apply QA checks before delivering outputs?

Yes, the daily creative workflow applies QA checks before delivery. This skill enforces QA gating and concurrency throttling to ensure only verified, high-quality music and image candidate sets are released.

What are the limitations of using library-only selection for creative generation?

Library-only selection limits creative generation to predefined personality and panel selections. This constraint ensures operational safety and consistency but restricts introducing external or unverified assets into the pipeline.