Before any metric reaches a report, dashboard, exec deck, or stakeholder, name its population and definition, then adversarially re-query…
For the objection procedure — Section 78 SGG: defines the standard, burden of proof and counter-argument; result: test product with risk…
For settlement in social court proceedings — Section 101 of the Social Court Act (SGG): develops the objective, settlement and escalation…
Write X (Twitter) posts in Silas's voice—direct, dense, practitioner-first style with thinking-out-loud cadence.
Searches codebases rapidly using The Silver Searcher CLI to locate patterns, strings, and files at high speed.
For the summons to the appointment — what to do?: This outlines the standard, burden of proof and counter-argument; result: test product…
Applies a bulk configuration change to analyze supply purchase plan records in Dynamics 365 F&SCM from an attached Excel file: validates…
Deep dive into specific wisdom traditions (Hebrew, Aramaic, Buddhist, Hermetic, Ubuntu, Shamanic) showing how each discovered Pattern…
Makes a repository AI-native by creating AGENTS.md, .cursorrules, and documentation that helps any AI agent understand the codebase.
Generate SQL queries from natural language descriptions.
UI/UX design intelligence for web and mobile.
Build and maintain a persistent, compounding knowledge base of interlinked plain markdown files.
Use when designing system architecture, making high-level technical decisions, or planning major system changes.
Use when applying Biome's linting capabilities, rule categories, and code quality enforcement to JavaScript/TypeScript projects.
Use when working with SQLite databases in Bun.
Use during verification phase when conducting thorough code reviews and providing constructive feedback based on universal software…
Investigate and diagnose issues without necessarily fixing them
Optimize code for performance, readability, or efficiency
Search for Jira tickets using JQL or text
Deeply research all systems and create or update blueprints/ documentation for the entire codebase
DDOS v1.1 archetype + theme selection layer.