Build modals/dialogs self-contained: form and in-flight state lives inside, closing unmounts it.
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.
Use when adding new skills to the library, when extracting insights from completed experiments, when consolidating lessons learned, or…
Active runtime recovery for coding agents: when something breaks mid-task, diagnose the root cause, write a fix, VERIFY by re-running the…
CI-only self-healing workflow using gh-aw (GitHub Agentic Workflows) for active runtime recovery on pull requests and scheduled runs.
Demonstrate self-hosted CI runner abuse (CICD-SEC-7, insecure system configuration) during an authorized assessment — abusing a…
Enables Hermes to create new reusable skills for itself by researching live web sources with TinyFish Search and Fetch, analyzing source…
CI-only self-improvement workflow using gh-aw (GitHub Agentic Workflows).
Autonomous evolutionary code improvement engine with tournament selection
Reflect on previus response and output, based on Self-refinement framework for iterative improvement with complexity triage and verification
Use before opening a PR, or whenever asked to self-review a diffusers contribution.
Generate or revise Chinese software self-test reports in genuine DOCX format from Git commits, code diffs, requirements, or described…
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.
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.
Queries and analyzes Amazon ASIN traffic sources and keyword metrics across global marketplaces using SellerSprite's traffic API.