Automatically captures corrections, decisions, facts, and lessons from agent conversations and stores them in a local Qdrant vector database. Filters system noise with 30+ skip patterns, deduplicates via SHA256, and only captures user messages. Use when building agents that should learn from conversations without manual memory management.
EnglishTrain your agent by talking. Detects approval/disapproval signals in conversations and builds a behavioral preference database. Injects learned preferences into agent context before each response. RLHF-lite without model fine-tuning — the agent adapts its behavior based on accumulated human feedback patterns.
English
AGENT SKILLS ATLASIncludes Nox Auto Capture and Nox Preference Learner.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Nox Auto Capture
Automatically captures corrections, decisions, facts, and lessons from agent conversations and stores them in a local Qdrant vector database. Filters system noise with 30+ skip patterns, deduplicates via SHA256, and only captures user messages. Use when building agents that should learn from conversations without manual memory management.
Nox Preference Learner
Train your agent by talking. Detects approval/disapproval signals in conversations and builds a behavioral preference database. Injects learned preferences into agent context before each response. RLHF-lite without model fine-tuning — the agent adapts its behavior based on accumulated human feedback patterns.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Nox Auto Capture skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.