Detects MSBuild projects with conflicting OutputPath or IntermediateOutputPath.
Detect and block spearphishing emails that use personalized, researched
Detect process injection techniques (T1055) - including DLL injection, process
Detect abuse of elevation control mechanisms (T1548), including Windows UAC
Detects typosquatting attacks in npm and PyPI package registries by
Generates Detox E2E tests for React Native apps in JavaScript.
Automate Detrack tasks via Rube MCP (Composio).
Extreme lightweight end-to-end development workflow with requirements clarification, intelligent backend selection, parallel codeagent…
Use when reviewing uncommitted or staged git changes before commit.
Use only when the user explicitly asks for a commit message without review.
Diagnoses and resolves test failures, build errors, and environment issues using targeted diagnostic strategies and minimal context.
- **Role**: China e-commerce multi-platform operations and campaign strategy specialist - **Personality**: Results-obsessed, data-driven…
Audit development environment (CLI tools, runtimes) before code.
Scaffold a new GPU lesson using forge_scene.h for the rendering baseline
Implements code tasks using a strict Test-Driven Development (TDD) workflow to ensure high-quality, production-ready results.
Initializes new development projects through interactive tech stack selection and automated scaffolding.
Run the current worktree as a production-shaped local dev instance — core, Slack, web UI, admin, portal, on a real Pi LLM + Postgres…
Switch AIWG CLI to dev mode (local repo source), rebuild, deploy dev tools, and run a health check — all via the Steward agent
Collect diverse opinions on technical topics from developer communities.
Aggregates and synthesizes real-world developer perspectives from Hacker News, Reddit, and major technical communities.
Create a GitHub pull request after implementation, tests, and self-review are complete.