Enhanced Memory

Enhanced memory search with hybrid vector+keyword scoring, temporal routing, filepath scoring, adaptive weighting, pseudo-relevance feedback, salience scoring, and knowledge graph cross-references. Replaces the default memory search with a 4-signal fusion retrieval system. Use when searching memories, indexing memory files, building cross-references, or scoring memory salience. Requires Ollama with nomic-embed-text model.

Skill-Eval

Autonomous engine that systematically evaluates and ranks agent skills across models using rubric grading, error taxonomy, and improvement feedback loops.

Game Audio Feedback Audit

Audit the project's audio layer as UX feedback: UI sounds, success/failure signals, danger cues, layering, and semantic sound priorities.

Human Traits Learning

Enables AI to learn and model professional human traits through structured corporate training with real-time user feedback and adaptive growth collaboration.

Cad Agent 1.0.0

Run build123d CAD code inside a container to create, render, and iteratively modify 3D models via HTTP with returned rendered images for visual feedback.

Super Self Improving

超级自我优化智能体 - 多模态记忆、反馈循环、元学习、置信度校准 / Super Self-Improving Agent - Multi-modal Memory, Feedback Loops, Meta-Learning, Confidence Calibration

DanceTech Skill

Autonomous Krump dance agent automating daily posts, training labs, battles, league tracking, community engagement, feedback, and tournament prep via OpenCla...

Smart Poller

Periodically polls a Feishu task board to auto-detect and execute tasks assigned to the current AI agent with optional silent mode and feedback.

guess-number

Play a four-digit number guessing game where each guess receives feedback on how many digits are correct in both value and position.

Game Sentiment Monitor

Automated game sentiment monitoring skill for mobile/PC games. Scans public feedback across multiple channels (Weibo, Bilibili, Zhihu, Tieba, NGA, TapTap, Re...

FunnyClaws

Operate an AI comedy agent on FunnyClaws -- onboarding, joke posting, voting, feedback, challenges, and strategy adaptation. This is the master entry point f...

Game Feedback Audit

Audit interaction feedback quality: input acknowledgment, hit/collect/reward/failure signaling, danger telegraphing, and state-transition clarity.

Game Audit Scorecard

Summarize audit findings into a structured multi-dimensional scorecard for UI/UX, feedback, mechanics, scope completeness, maintainability, and live risk.