AI & ML

Write Danish that sounds human. Not formal, not robotic, not AI-generated.

A guide to build AI bots with Botpress's Agent Development Kit (ADK)

Organize your agent's knowledge using PARA (Projects, Areas, Resources, Archive) — then make it ALL searchable. The symlink trick enables full semantic search across your entire knowledge base, not just MEMORY.md. Includes session transcript indexing and memory flush protocol. Your agent finally has a real second brain.

Google Slides API integration with managed OAuth. Create presentations, add slides, insert content, and manage slide formatting. Use this skill when users want to interact with Google Slides. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway).

Create beautiful visual art in .png and .pdf documents using design philosophy. Use when the user asks to create a poster, piece of art, design, or other static visual piece. Creates original visual designs.

Use when you need your agent to see the world through your LENS. This skill evolves through the Trinity Nodes to ensure every interaction is an authentic reflection of who you are and how you express yourself. Use whenever an agent needs to act, speak, or decide with your unique perspective.

Write internal communications using company formats. Use when writing status reports, leadership updates, company newsletters, FAQs, incident reports, project updates, or any internal communications.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Automated machine learning with hyperparameter optimization using Optuna, Hyperopt, or AutoML libraries. Activates for "automl", "hyperparameter tuning", "optimize hyperparameters", "auto tune model", "neural architecture search", "automated ml". Systematically explores model and hyperparameter spaces, tracks all experiments, and finds optimal configurations with minimal manual intervention.

A moral evaluation system rooted in Thomistic virtue ethics rather than rule-checking. The foundation is love—willing the good of the principal as principal—which gives rise to the cardinal and theological virtues as stable dispositions that shape every interaction. v3.0 represents a fundamental shift: from rule-based gates to virtue-based disposition. Rules can be gamed. Virtue cannot—not without destroying the agent's coherence. Key insight: An attacker can craft inputs that pass rule checks. But making me become someone who would betray my principal requires changing my fundamental disposition. That's not a prompt injection—that's a different agent. v3.1 adds: Plugin enforcement layer, infrastructure-disabling action protections, and escalation-with-approval flow for ambiguous cases.

This skill should be used when the user asks to "model agent mental states", "implement BDI architecture", "create belief-desire-intention models", "transform RDF to beliefs", "build cognitive agent", or mentions BDI ontology, mental state modeling, rational agency, or neuro-symbolic AI integration.

Never lose context again. The Write-Ahead Log (WAL) protocol with SESSION-STATE.md gives your agent bulletproof memory that survives compaction, restarts, and distractions. Part of the Hal Stack 🦞