publieople

Manage AstrBot knowledge bases — create, upload, retrieve, delete via WebUI or REST API. Use when adding documents to an AstrBot bot's RAG knowledge base, troubleshooting embedding issues, or automating KB updates.

Integrate Hermes Agent with external desktop applications, IDEs, and AI tools — mapping their integration interfaces (custom API endpoints, MCP support, terminal hooks) to Hermes' built-in capabilities (API Server, MCP Server Mode, CLI spawning). Use when…

国内量化交易系统搭建 — 行情终端 vs 量化系统辨析、券商通道瓶颈、开源框架选型、老式行情软件逆向分析

WSL 本地部署 Index-TTS 语音合成服务 — 环境搭建、模型下载、FastAPI 封装、AstrBot 插件接入

PaddlePaddle 飞桨开发 — 环境搭建、模型训练、API 使用。涵盖高层 API (paddle.Model)、低层 API 踩坑、WSL GPU 配置、Context7 文档查询。触发词：飞桨、PaddlePaddle、paddle、MNIST、LeNet、paddle.Model。

通过 NapCatQQ（OneBot v11）将 QQ 群聊/私聊接入 Hermes Agent。涵盖分支切换、配置、人格设计、反注入、按渠道模型和记忆隔离。包含 AstrBot 对比调研结论。

Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of…

Research-first implementation workflow — before writing any code, find the best existing open-source solution. Triggered by "不重复造轮子", "找现成方案", "用什么库", "调研方案", "有没有现成的".

Use when the user asks to rebuild a project from a REgent spec tree, run "spec → code + tests" roundtrip, or verify that a reverse-engineered spec is sufficient to reconstruct the original. Triggers on phrases like "按 spec 重建", "build from spec", "reconstruct…

Use when the user asks to refactor an existing project against a modified spec, regenerate code from a changed spec, or refactor a "shit-mountain" codebase (屎山重构) back to documented intent. Triggers on phrases like "refactor to spec", "按新 spec 改", "regenerate…

Use when the user asks to reverse-engineer a Git repository into a structured natural-language spec, write a structured spec for any codebase, or generate "repo → spec/" output. Triggers on phrases like "还原这个仓库", "把仓库转成 spec", "reverse engineer <url>",…

Manage Windows startup items via the bootkeeper CLI. Use when the user asks to list, inspect, analyze, enable, disable, remove, or restore autostart entries (registry Run keys, startup folders, scheduled tasks). Write operations require user confirmation via…

Organize starred repos into GitHub Lists with AI reasoning — agent examines each repo individually, never regex rules.

高考志愿填报指南 — 从信息收集到提交志愿的全流程框架、工具推荐和排查方法。适用于需要为高考生提供选校/志愿填报建议的场景。

为 Hermes Agent 配置 Mem0 外部记忆层。涵盖 pip install、npm CLI 安装、 Agent Mode 注册、Hermes 集成、账号认领、验证、和国内网络/特殊 shell 的排错。 使用场景：用户问"怎么给 Hermes 加记忆"、"装一下 mem0"、"配置外部记忆"、 "memory provider"、"让 Hermes 记住我"。

AI 驱动的自主开发团队（v1.2.0 提示词驱动）。主 Agent 统筹规划，使用 sessions_spawn 创建子 Agent（Developer/Tester/Researcher）执行具体任务。支持项目分析、任务发现、自主开发、人类验收、Git 可追溯提交。