What's on the bench.
Base
Universal coding patterns, constraints, TDD workflow, atomic todos
Azure Cosmosdb
Azure Cosmos DB partition keys, consistency levels, change feed, SDK patterns
AWS Dynamodb
AWS DynamoDB single-table design, GSI patterns, SDK v3 TypeScript/Python
AWS Aurora
AWS Aurora Serverless v2, RDS Proxy, Data API, connection pooling
Android Kotlin
Android Kotlin development with Coroutines, Jetpack Compose, Hilt, and MockK testing
Android Java
Android Java development with MVVM, ViewBinding, and Espresso testing
AI Models
Latest AI models reference - Claude, OpenAI, Gemini, Eleven Labs, Replicate
Agent Teams
Claude Code Agent Teams - default team-based development with strict TDD pipeline enforcement
Aeo Optimization
AI Engine Optimization - semantic triples, page templates, content clusters for AI citations
Update Code Index
Regenerates `CODE_INDEX.md` by scanning the codebase for all functions, classes, hooks, and components. Organizes by capability to prevent semantic duplication.
Sync Contracts
> Lightweight incremental update of workspace contracts without full re-analysis.
Sync Agents
Sync project configuration between Claude Code, Kimi CLI, and Codex CLI.
Spawn Team
Spawn the default agent team for this project. Creates a coordinated team of agents that implement features in parallel following the strict TDD pipeline.
Model Config
View or change the **primary model** that handles your coding work across srooter (the gateway), the route-task hooks, and Maggy. One setting, read everywhere. Stored in `~/.claude/model-config.json`.
Maggy
Start Maggy (the AI engineering command center) and open the dashboard in a browser.
Initialize Project
Full project setup with Claude coding guardrails. Works for both new and existing projects.
Icpg Why
Trace any symbol back to its creating ReasonNode — show the original goal, who wrote it, and whether it's still doing what it was made for.
Icpg Impact
Show the blast radius of a ReasonNode or symbol — what depends on it, what breaks if it changes.
Check Contributors
Checks who's working on the project and optionally converts to a multi-person project with team state management.
Build In Public
Build-in-Public — generate posts from your engineering work, anonymize, and schedule via Buffer
Analyze Workspace
> Full dynamic analysis of workspace topology, dependencies, and contracts.
Analyze Repo
Analyze an existing repository's structure, conventions, and guardrails.
Yara Rule Authoring
Guides authoring of high-quality YARA-X detection rules for malware identification. Use when writing, reviewing, or optimizing YARA rules. Covers naming conventions, string selection, performance optimization, migration from legacy YARA, and false positive reduction. Triggers on: YARA, YARA-X, malware detection, threat hunting, IOC, signature, crx module, dex module.
Variant Analysis
Find similar vulnerabilities and bugs across codebases using pattern-based analysis. Use when hunting bug variants, building CodeQL/Semgrep queries, analyzing security vulnerabilities, or performing systematic code audits after finding an initial issue.