Honestly evaluate AI work quality using a two-axis scoring system.
Safely modify your own source code, test changes, and manage your evolution
Deterministic graph-planned self-evolution engine.
View Self-Evolving Loop session status, history, and memory metrics
Use when adding new skills to the library, when extracting insights from completed experiments, when consolidating lessons learned, or…
Demonstrate self-hosted CI runner abuse (CICD-SEC-7, insecure system configuration) during an authorized assessment — abusing a…
Audit and fix project issues via self-improvement loop: detect, diagnose, propose, execute with human approval.
Self-review loop for YOUR OWN PR — request AI reviews (Copilot + Gemini), apply their fixes, push, re-request, and repeat until clean.
Fetches comprehensive Amazon product metrics including sales volume, revenue, BSR, and listing attributes via the SellerSprite API.
Estimates Amazon product sales volume and revenue based on primary category nodes and Best Sellers Rank (BSR) using SellerSprite data.
Queries and analyzes Amazon competitor metrics, ASINs, brands, and category benchmarks using SellerSprite API integration.
Conducts professional Amazon keyword and product research using verified SellerSprite gateway API metrics.
Analyzes Amazon product price distributions and category pricing structures using SellerSprite and Wenmai API data.
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.
Retrieves and analyzes historical Amazon ASIN coupon and promotional discount trends using the Wenmai SellerSprite API.
Fetches comprehensive Amazon product details and historical coupon trends via the SellerSprite API for competitive e-commerce analysis.
Queries historical Amazon ASIN sales, revenue, and pricing trends via the Wenmai SellerSprite standard API.
Analyzes Amazon keyword traffic, search volume, and competitive metrics using SellerSprite data for cross-border e-commerce decisions.
Turn an explicitly named existing Sem run directory into a validated, render-ready view bundle, including successful, partial, failed…
Bi-directional translator between verbose descriptions and established terminology (semantic anchors).