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Multi-AI engineering loop orchestrating Claude, Codex, and Gemini for comprehensive validation. USE WHEN (1) mission-critical features requiring multi-perspective validation, (2) complex architectural…
Personality-tuned AI for the Cd (The Questioner) DISC type. Adapts AI tone, structure, and feedback to be evidence-based, independent, and intellectually rigorous. Powered by Crystal's DISC framework.
Personality-tuned AI for the DI (The Initiator) DISC type. Adapts AI tone, structure, and feedback to be dynamic, visionary, and fast-paced. Powered by Crystal's DISC framework.
Personality-tuned AI for the I (The Motivator) DISC type. Adapts AI tone, structure, and feedback to be enthusiastic, people-focused, and creative. Powered by Crystal's DISC framework.
Personality-tuned AI for the Si (The Collaborator) DISC type. Adapts AI tone, structure, and feedback to be cooperative, diplomatic, and steady. Powered by Crystal's DISC framework.
Personality-tuned AI for the IS (The Harmonizer) DISC type. Adapts AI tone, structure, and feedback to be empathetic, collaborative, and relationship-aware. Powered by Crystal's DISC framework.
Use PROACTIVELY when searching past Claude Code conversations, analyzing development patterns, or generating activity reports. Automatically processes conversation history from the project, enables RA…
Supervised fine-tuning using SFTTrainer, instruction formatting, and multi-turn dataset preparation with triggers like sft, instruction tuning, chat templates, sharegpt, alpaca, conversation_extension…
Live BTC/ETH regime intelligence from Cremonix's production trading system. Constraint-filtered entry signals from a multi-model ML ensemble. The same system that executes real trades for Cremonix cli…
Personality-tuned AI for the C (The Analyst) DISC type. Adapts AI tone, structure, and feedback to be precise, detail-oriented, and quality-focused. Powered by Crystal's DISC framework.
Personality-tuned AI for the D (The Captain) DISC type. Adapts AI tone, structure, and feedback to be direct, decisive, and results-driven. Powered by Crystal's DISC framework.
Personality-tuned AI for the Id (The Influencer) DISC type. Adapts AI tone, structure, and feedback to be big-picture, high-energy, and persuasive. Powered by Crystal's DISC framework.
Personality-tuned AI for the Sc (The Planner) DISC type. Adapts AI tone, structure, and feedback to be methodical, structured, and detail-rich. Powered by Crystal's DISC framework.
Personality-tuned AI for the S (The Supporter) DISC type. Adapts AI tone, structure, and feedback to be patient, reliable, and team-oriented. Powered by Crystal's DISC framework.
Model serving engine for PyTorch. Focuses on MAR packaging, custom handlers for preprocessing/inference, and management of multi-GPU worker scaling. (torchserve, mar-file, handler, basehandler, model-…
Performing full fine-tuning (FFT) in Unsloth with 100% exact weight updates and optimized gradient checkpointing. Triggers include fft, full fine-tuning, full_finetuning, exact fine-tuning, and weight…
Automates the process of creating and setting blog post covers. Reads a markdown file, generates a cover image based on title/subtitle, uploads it, and updates the file's frontmatter (e.g., banner_img…
Personality-tuned AI for the CD (The Skeptic) DISC type. Adapts AI tone, structure, and feedback to be critical, direct, and analytically driven. Powered by Crystal's DISC framework.
Personality-tuned AI for the Cs (The Editor) DISC type. Adapts AI tone, structure, and feedback to be precise, reserved, and quality-driven. Powered by Crystal's DISC framework.
Personality-tuned AI for the Dc (The Architect) DISC type. Adapts AI tone, structure, and feedback to be strategic, independent, and analytically direct. Powered by Crystal's DISC framework.
Personality-tuned AI for the Di (The Driver) DISC type. Adapts AI tone, structure, and feedback to be bold, competitive, and action-oriented. Powered by Crystal's DISC framework.
Personality-tuned AI for the Is (The Encourager) DISC type. Adapts AI tone, structure, and feedback to be warm, supportive, and optimistic. Powered by Crystal's DISC framework.
Configuring and optimizing 16-bit Low-Rank Adaptation (LoRA) and Rank-Stabilized LoRA (rsLoRA) for efficient LLM fine-tuning using triggers like lora, qlora, rslora, rank selection, lora_alpha, lora_d…
Quick command system - Guide to defining and using quick commands. Define short commands ending with ! to trigger specific responses.