Select only required columns to reduce memory and transfer costs; apply to base queries and relations
For Coty's selective distribution of luxury goods: defines standards, burden of proof, and counterarguments; result: test product with…
Find maintained implementation, verification, or direct-dependency evidence for a known requirement, module, or file through a read-only…
Manages browser session allocation across Selenium Grid 4 nodes using the GraphQL status endpoint and SE_NODE_MAX_SESSIONS configuration.
Help an employee write their own self-assessment for a quarterly performance review — accomplishments, challenges, leadership-principles…
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
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.