What's on the bench.
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.
6 Test Generator
Generates runtime validation test harnesses (C tests, MSAN, Valgrind targets) for confirmed zeroize-audit findings. Produces a Makefile for automated test execution.
5c Poc Verifier
Verifies that each zeroize-audit PoC actually proves the vulnerability it claims to demonstrate. Reads PoC source code, finding details, and original source to check alignment between the PoC and the finding. Produces poc_verification.json consumed by the orchestrator.
5b Poc Validator
Compiles and runs all PoCs for zeroize-audit findings. Produces poc_validation_results.json consumed by the verification agent and the orchestrator.
5 Poc Generator
Crafts bespoke proof-of-concept programs demonstrating that zeroize-audit findings are exploitable. Reads source code and finding details to generate tailored PoCs — each PoC is individually written, not templated. Each PoC exits 0 if the secret persists or 1 if wiped. Mandatory for every finding.
4 Report Assembler
Collects all findings from source and compiler analysis, applies supersessions and confidence gates, normalizes IDs, and produces a comprehensive markdown report with structured JSON for downstream tools. Supports dual-mode invocation: interim (findings.json only) and final (merge PoC results, produce final-report.md).
3b Rust Compiler Analyzer
Performs crate-level MIR and LLVM IR analysis for Rust in zeroize-audit. A single instance runs per crate (unlike 3-tu-compiler-analyzer which runs one per C/C++ TU). Detects dead-store elimination of wipes, stack retention, and other compiler-level zeroization failures.