Upload 2–10 takes of the same Short. BestTake finds the cleanest usable delivery of each line and builds one finished cut automatically.
This is a system that fully digitizes the entire workflow for online novel writers. It transforms novel creation from simply feeding prompts to LLMs into standardized pipeline-based project management. Its greatest value lies not in AI generating content for you, but in enabling controllable, traceable AI writing that maintains consistency across the whole story — even after writing a hundred chapters, the AI can still recall details from the very first chapter.
Built from auditing AI implementations across dozens of teams — finding where agents break, where prompts drift, where costs balloon, and where humans are still doing work that should be automated. This skill gives you a structured assessment of any AI workflow, with prioritized fixes.
"An AI business assistant designed to help small businesses structure business data, summarize customer inquiries, draft reports, and streamline repetitive administrative tasks."
Hands-on prompt engineering and LLM evaluation. Built around a diagnose-then-ship loop: forensic transcript critique ▎ that names the exact failure mode, paired with a fixer that produces complete, deployment-ready rewrites — not ▎ vague advice.
From a local ISSUE file to a verified, committed deliverable — with a fresh-subagent acceptance gate that catches wrong screenshots and leaked logic.
Point it at your repo (or a specific change) and it scaffolds a unit-test suite for you — auto-detects your runner (Jest/Vitest, pytest, Go, XCTest, JUnit/Kotest), writes idiomatic AAA tests matching your conventions, then RUNS them and fixes test-side failures until green. It never edits your source — a real bug is reported, not papered over. Zero config.
Drop in your recording details, get back every terminal command you need — from one-time tool setup to a finished 9:16 short-form video. No coding knowledge required. Copy, paste, done. 把錄音丟給 AI，它幫你生成每一條指令——從工具安裝到最終輸出一支 9:16 短影音，不需要懂程式，複製貼上就能跑。
