“agent memory”

在 macOS 上从零搭建'文本→本地 TTS→虚拟麦克风'系统并正确运行。当用户想要把文字转成语音并通过虚拟麦克风输出给其他应用（Zoom/微信/录音软件等）时使用此 skill。覆盖：MOSS-TTS-Nano ONNX 引擎部署、BlackHole 虚拟声卡安装与配置、launchd…

Enforce reliable agent operating standards (necessity check, clarification, high-risk confirmation loop, minimum verifiability assertions, debug output…

Subskill of site-health — AI/agent indexing audit (llms.txt, /api/ai, markdown negotiation, robots vs AI crawlers, SPA-fake detection).

Cross-agent self-inspection of your AI-agent stack.

Canonical memory CLI for add/search/list/delete using DuckDB sidecar flow.

File-based inter-agent messaging with headless dispatch.

A skill for storing and retrieving text data with optional embeddings using Qdrant vector database

Build and navigate DSP (Data Structure Protocol) — graph-based long-term structural memory of codebases for LLM agents.

A universal self-improving agent that learns from ALL skill experiences.

Scan one or more directories of agents in ANY paradigm — Claude Code, n8n workflow exports, framework apps (LangChain/CrewAI/AutoGen), or freeform-coded…

This skill should be used when agent work needs file-backed context: durable scratchpads, tool-output offloading, just-in-time discovery, cross-agent handoff…

Artifact-driven status surfaces for long-running project-agent work.

Desktop macro control with image recognition.

Interface for querying long-term chat history and user interactions from CouchDB.

When you need to recall past conversation context → search and read conversation memories (stored as Markdown).

基于 memocli (memories-off) 的结构化、三层分级的学习助手。支持内容摄取、自动大纲规划（主题 -> 任务 -> 概念）、引导式教学以及实时的地铁图可视化

Expert technical writer for project documentation.

专门针对记忆归档库的 L0(广度扫描) 到 L2(精准读取) 的两级检索引擎。

Write-Ahead Log protocol for agent state persistence.

Design and evaluate context compression strategies for long-running agent sessions.

MANDATORY agent discovery system for token-efficient agent loading.

Organize development work in a repository with shared project memory, on-demand teams of specialist agents (product, design, frontend, backend, database…

Updates Aaron's Core Memory (CLAUDE.md) with session notes, project status, and development patterns

Provider-neutral, project-scoped retrieval and derived-candidate gate for coding agents.