productivity▌

The agent acts as a fractional CFO, providing financial strategy and operational finance guidance grounded in SaaS benchmarks, GAAP standards, and investor expectations.

Purpose: Detect and auto-fix common skill hygiene issues across the skills/ directory.

Fine-tune LLMs by training <1% of parameters using LoRA, QLoRA, and 25+ adapter methods.

SRED expects projects to be presented in a particular format. Take the list of projects that have been worked on in the past year, and summarize them into the format expected by SRED, with the supporting evidence. Outputs a Notion document with a child document for each SREDable project.

Guides heading (H1-H6) optimization for SEO and content structure.

Systematically implements approved spec proposals by executing tasks sequentially with proper testing and validation.

Use the MiniMax API via direct curl calls for AI chat completion, text-to-speech, and video generation.

Python framework for sentence and text embeddings using transformers.

Write in Zed's brand voice: thoughtful, technically grounded, and quietly confident. Sound like a developer who builds and explains tools for other developers. Write like the content on zed.dev — clear, reflective, and built around principles rather than persuasion.

Guides sidebar design for content sites (blogs, docs). ~80% of users focus on the left; sidebars influence flow but can hurt conversion if overused. Posts without sidebars show 3.1x higher conversion; bottom-right sticky CTAs outperform sidebars (5.62% vs 0.58% CTR).