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Diligence-grade product and technical analysis for the ae.ltd proof-agent concept, including comparison against Cursor and Omnara, MVP and production architecture, red-team review, and build-vs-buy evaluation. Use when Codex needs to create or critique PRDs, tech specs, competitive diligence, leadership memos, or multi-agent evaluation packs for agent-runtime, demo-agent, or proof-agent products.

Use when creating or upgrading CLAUDE.md instructions and selecting the right template baseline for repo size, architecture, and team constraints. AE.LTD template decision workflow.

Use when coding decisions depend on current library/framework APIs and you need version-accurate docs before implementation. AE.LTD workflow tuned for fast, verifiable doc grounding.

Use when scaffolding or extending MCP servers, adding tools/resources/prompts, or hardening MCP tool schemas and handlers. AE.LTD workflow tuned for production-ready MCP delivery.

Use when unit tests look green but confidence is low and mutation testing is needed to expose weak assertions. AE.LTD workflow for targeted mutation runs and actionable test hardening.

Use when converting plain-language automation goals into production-ready n8n workflow JSON with retries, error paths, and credential-safe placeholders. AE.LTD automation blueprint workflow.

Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization. Use when building custom skills, generating skill templates, fixing naming issues, or understanding the Claude Skills specification.

Use when UI changes must be proven safe across breakpoints using baseline and diff workflows. AE.LTD visual quality gate for release confidence.

Use when parallel branches are needed for feature work, hotfixes, or review fixes using git worktrees with minimal context switching. AE.LTD workflow for safe creation, usage, and cleanup.

Demonstrates proper skill structure with all components. Use when learning how to build skills or as a template reference.

Orchestration layer that coordinates Debt-Sentinel, Red Team Tribunal, and Spec-Lock into unified workflows. Use when you need comprehensive quality assurance with multiple validation stages. Provides safe-edit workflows, CI pipelines, enhancement pipelines, and engineering metrics dashboard.

Architectural pattern enforcer that prevents technical debt. Use when editing code to check for anti-patterns, hardcoded secrets, SQL injection, inline styles, and other code quality issues. Automatically blocks critical violations and logs debt scores.

Multi-agent adversarial verification system. Use when you need thorough code review, security auditing, or quality validation. Spawns three specialized agents (Skeptic, User Proxy, Optimizer) that must reach consensus before code can be approved.

Bi-directional code and documentation synchronizer. Use when editing code that affects specifications, API contracts, or documentation. Prevents documentation rot by maintaining sync between implementation and docs. Automatically detects drift and suggests updates.

Expert frontend design and UI implementation with a focus on bespoke, visually striking, and minimalist interfaces. Trigger with 'ULTRATHINK' prefix for deep architectural analysis. Automatically detects and uses existing UI libraries (Shadcn UI, Radix, MUI) while applying unique styling. Includes a personalized component library system for reusable cross-project elements.

Optimizes Beads workflow activation, parallel processing, and task management. Use when working with Beads issues, managing dependencies, or optimizing development workflows in projects with complex task dependencies.

Professional Blender automation for 2D-to-3D transformation and animation workflows. Use when converting images to 3D models, creating procedural animations, setting up render farms, or automating Blender pipelines with MCP integration.

Advanced File I/O and shared state management for Claude Code multi-agent swarm operations with atomic operations, conflict resolution, and concurrent access control

Systematic Find-Prove-Evidence-Fix framework for complex system analysis and intervention. Use when debugging failures, investigating incidents, analyzing performance issues, or optimizing complex systems.

Auto-discovery and health monitoring for MCP servers across Claude Code, Factory Droid, Antigravity, Gemini, and other AI platforms. Use when managing MCP servers, monitoring tool integration, or debugging MCP connectivity issues.

Ethical web automation with Puppeteer Stealth for anti-bot evasion, featuring randomized configurations, cookie management, and human-like behavior patterns

Advanced autonomous planning system with viral automation, predictive support, and $100M ARR methodology. Use when creating strategic plans, scaling operations, or implementing autonomous business systems.