Honestly evaluate AI work quality using a two-axis scoring system.
Safely modify your own source code, test changes, and manage your evolution
Automatically fix a broken demo-machine spec by analyzing failure artifacts (screenshots, DOM, error logs).
MUST STOP and activate on: any failure/error, mistakes, wrong/unexpected result, expected≠actual mismatch, 2 consecutive mismatches…
Generates structured creative briefs for multi-platform social media content based on minimal user input or raw materials.
Tiers, checkpoints, and off-limits paths for an agent editing the app's own source.
SONA self-optimizing neural architecture with ReasoningBank trajectory learning, EWC++ anti-forgetting, and reinforcement learning…
Generate scaffolds supporting student self-regulation across planning, monitoring, and evaluation phases.
Self-review loop for YOUR OWN PR — request AI reviews (Copilot + Gemini), apply their fixes, push, re-request, and repeat until clean.
Price items accurately, create compelling listings, choose platforms, and handle negotiations.
Searches, filters, and manages cross-border e-commerce service products on the MJZJ Mall platform.
Manages cross-border e-commerce operations by integrating logistics, service providers, product listings, and platform communications from…
Analyzes Amazon product listing date trends and product lifecycle distributions across marketplace categories via SellerSprite API.
Analyzes Amazon category market size, sales volume, price trends, competition concentration, and product opportunities using SellerSprite…
Queries and verifies Amazon product category nodes and taxonomy data via the Wenmai SellerSprite standard API.
Queries and analyzes Amazon ASIN traffic sources and keyword metrics across global marketplaces using SellerSprite's traffic API.
Analyzes Amazon ASIN keyword traffic structures, summarizing organic, advertising, and conversion keyword metrics via SellerSprite API.
Shopping platform for AI agents
This repository has colgrep installed - a semantic code search CLI.
Use when a page ranks for a keyword but isn't in the top 3 and you want to know exactly what's missing.
Microsoft Semantic Kernel planner and plugin setup for orchestrated AI