CLI Agents

Provides validation, setup guidance, and a local test harness simulator to run skills within the Microsoft Agent Framework (MAF).

Provides sandboxing validation, HMAC key rotation, and budget verification to manage security boundaries under Agentic Group Theory (AGT).

Antigravity (`agy`) CLI sub-agent system for all Google Gemini models and cross-model access (Gemini, Claude, GPT-OSS) via the agy binary. Use when dispatching tasks to Gemini 3.1 Pro (cheapest real-world), Gemini 3.5 Flash, or other agy-hosted models. Replaces the deprecated gemini-cli-agent (gemini binary retired June 18 2026). Trigger with "use agy", "dispatch to antigravity", "run with agy", "use gemini model", "agy sub-agent", or "use cheapest gemini".

Interactive skill to scaffold and optimize configuration files for both Claude Code (.claude/) and Google ADK/Gemini (.agents/) directories. Trigger with "set up project", "scaffold agent config", "setup cli agent settings", or "configure agents for this project".

Codex CLI sub-agent for dispatching tasks to OpenAI-compatible models via the `codex` binary. Use for code-focused tasks routed to GPT-5 Codex or any OpenAI-compatible endpoint. Part of the run_agent.py multi-LLM task router — cli=codex target.

Cross-platform setup wizard for the local Gemma 4 12B inference stack. Automates llama-server installation (binary download or Metal/CUDA/Vulkan/ROCm compile), model download, routing proxy daemon install (launchd/systemd/NSSM), and Mode A/B validation. Covers Day 1 bootstrap and Day 2+ reconfiguration.

Claude CLI sub-agent system for persona-based analysis. Use when piping large contexts to Anthropic models for security audits, architecture reviews, QA analysis, or any specialized analysis requiring a fresh model context.

Gemini CLI sub-agent system for cost-efficient analysis using the `gemini` binary. Use when piping large contexts to cheaper Google Gemini models (gemini-3-flash-preview, gemini-3.1-pro-preview) for security audits, architecture reviews, or QA analysis. For frontier models (Gemini 3.5 Flash and above), use agy-cli-agent instead.

Local Gemma 4 12B sub-agent. Routes bounded tasks directly to the optimized llama-server at localhost:8089 — no routing proxy, no cloud API, 2–5s typical response. Use for fast, private, cost-free subtask delegation from any cloud primary agent. Part of the run_agent.py multi-LLM task router — cli=llama target.

Copilot CLI sub-agent system for dispatching tasks and persona-based analysis to GitHub Copilot models. Use for task delegation (agent reads/writes files directly), security audits, architecture reviews, or any work requiring a fresh model context.

Updates model catalogs and cheapest-model references for all CLI backends (copilot, agy, claude, codex, llama). Researches current model IDs and pricing from official sources, updates the per-CLI JSON files, refreshes cheapest_models.json/md if the cheapest pick changed, then propagates all copies via sync_cheapest_models.py. Trigger with "update cli models", "refresh model prices", "model costs are stale", "sync model catalog", or "update copilot/agy/claude model list".

Interactive skill to scaffold and optimize the .claude/ directory for any project. Sets up CLAUDE.md, .claude/rules/, .claude/settings.json with best practices, and optional hooks. Produces a lean, modular configuration that avoids monolithic context bloat. Trigger with "set up claude", "optimize my CLAUDE.md", "scaffold .claude folder", "configure claude for this project", or "create claude settings".

Interactive skill to scaffold and optimize the .agents/ directory for any project mapping up Antigravity configuration. Sets up .gemini/GEMINI.md, skills/, prompts/, and config.json using best practices. Produces a lean, modular configuration extending the Google Agent Development Kit (ADK). Trigger with "set up antigravity", "scaffold .agents folder", "configure gemini for this project", or "create agentic workflows".

Synchronizes project instruction files across AGENTS.md, CLAUDE.md, GEMINI.md, and .github/copilot-instructions.md while preserving platform-specific sections (GEMINI.md tool mapping, copilot authoritative header). Supports AGENTS.md or CLAUDE.md as primary source, and selective target syncing. Also reports drift between .agent/rules/ and matching plugins/*/rules/ sources. Triggers: "sync instructions", "sync CLAUDE.md to GEMINI.md", "sync AGENTS.md", "replicate instruction files", "mirror CLAUDE.md", "check rule drift".