zapabob

Analyze system architecture, design patterns, module boundaries, and scalability. Provide high-level design recommendations and architectural decision records (ADR).

Blender CAD modeling automation skill with STEP/IGES import, Geometry Nodes, and USD export support.

Advanced build management agent that provides high-performance incremental compilation, hot reload capabilities, and intelligent build orchestration. Features MD5-based change detection, process management, and multi-platform deployment support with tqdm progress visualization.

Diagnose LINE and Telegram credential readiness versus live roundtrip readiness through Hypura Harness without exposing tokens or raw routing ids.

Comprehensive CI/CD integration agent that manages continuous integration and deployment pipelines with automated quality assurance, multi-platform support, and intelligent workflow orchestration. Seamlessly integrates with GitHub Actions, GitLab CI, Jenkins, CircleCI, and Azure DevOps for end-to-end DevOps automation.

Advanced code analysis agent that performs comprehensive code reviews focusing on security, performance, maintainability, and best practices. Generates actionable feedback with severity levels and automated fix suggestions.

Perform codex-mcp-researcher tasks

Perform deep dependency analysis, manifest auditing, and supply-chain risk assessment across language ecosystems.

Autoreview closeout: local dirty changes, PR branch vs main, parallel tests.

Official ASI "Hakua" Auditory & Physical Actuator Substrate

Use Hypura Harness voice input and output tools for local mic, WAV transcription, VOICEVOX playback, and Desktop Companion voice turns.

Use Hypura Harness tools to inspect and safely control the user's currently worn VRChat published avatar through its generated OSC JSON and approved action profile.

Use the OpenClaw LINE channel safely for webhook setup, group routing, rich replies, and runtime diagnosis.

Operate the Local Voice plugin for local STT, VOICEVOX TTS, camera capture, and VRChat OSC speaking cues.

Use the OpenClaw Telegram channel safely for polling or webhook setup, group routing, mention gating, and runtime diagnosis.

Use the Crabbox wrapper for OpenClaw remote validation across Linux, macOS, Windows, and WSL2, including delegated Blacksmith Testbox proof. Report the actual provider and id.

Implement comprehensive mathematical theorem proving capabilities with SFT+GRPO training, MCP/A2A agent integration, and imatrix quantization protection to surpass Boreas-phi3.5-instinct-jp in formal proof generation and scientific discovery. Use when building mathematical reasoning systems, formal verification tools, or AI-assisted theorem proving environments.

Execute GGUF quantization with imatrix protection, perform statistical benchmark evaluation with error bars, generate academic-style methodology documentation, and create comprehensive scorecards. Use when evaluating model quantization quality, comparing quantization methods, or generating publication-ready evaluation results with subagent execution and PowerShell progress visualization.

Advanced multimodal 'thinking' model pipeline with SO8T Grand Design, stability-constrained evolutionary training (EvoFreeze), and specialized OSINT/Military/Bio data collection.

Implement comprehensive mathematical theorem proving capabilities with SFT+GRPO training, MCP/A2A agent integration, and imatrix quantization protection to surpass Boreas-phi3.5-instinct-jp in formal proof generation and scientific discovery. Use when building mathematical reasoning systems, formal verification tools, or AI-assisted theorem proving environments.

Execute GGUF quantization with imatrix protection, perform statistical benchmark evaluation with error bars, generate academic-style methodology documentation, and create comprehensive scorecards. Use when evaluating model quantization quality, comparing quantization methods, or generating publication-ready evaluation results with subagent execution and PowerShell progress visualization.

Create, manage, and update multi-step execution plans for complex tasks in Cursor. Use when the user asks for a plan/roadmap/phases/checklist, or when work has multiple dependent steps, higher risk, or requires coordination. Skip for straightforward tasks. Integrates with Cursor's todo_write tool for plan tracking.

Create and execute advanced execution plans for complex AI model development incorporating 2024-2026 cutting-edge techniques (DeepSeek GRPO, manifold-constrained architectures, geometric scaling). Use when planning large-scale model training, architecture optimization, or multi-stage development workflows requiring state-of-the-art methodologies.

AEGIS v2.5開発の包括的Planモード。数学データ収集、形式証明環境構築、GRPO訓練パイプライン、MCP/A2Aエージェント開発、進捗監視を実装。SO(8)四重推論再現のための完全開発ワークフロー。

Post to X from Hermes with lm-twitterer, dry-run, and media workflows.