davidtoby
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- ▌ Lark Vc · davidtoby bundle飞书视频会议：搜索历史会议记录、查询会议纪要（总结/待办/章节/逐字稿）、查询参会人快照。当用户查询已结束的会议、获取会议产物（纪要/妙记）、查看参会人时使用；查询未来日程走 lark-calendar。不负责：Agent 真实入会/离会、会中实时事件（走 lark-vc-agent）。
- ▌ Lark Task · davidtoby bundle飞书任务：管理任务、清单和任务智能体。创建待办任务、查看和更新任务状态、拆分子任务、组织任务清单、分配协作成员、上传任务附件、注册或注销任务智能体、更新任务智能体的主页数据、写入智能体任务记录。当用户需要创建待办事项、查看任务列表、跟踪任务进度、管理项目清单或给他人分配任务、为任务上传附件文件、注册注销任务智能体、更新智能体主页数据、写入任务记录时使用。
- ▌ Lark Wiki · davidtoby bundle飞书知识库：管理知识空间、空间成员和文档节点。创建和查询知识空间、查看和管理空间成员、管理节点层级结构、在知识库中组织文档和快捷方式。当用户需要在知识库中查找或创建文档、浏览知识空间结构、查看或管理空间成员、移动或复制节点时使用。当用户给出 doubao.com 的 /wiki/ URL/token 时，也应直接使用本 skill，不要因为域名不是飞书而回退到 WebFetch；路由依据是 URL 路径模式和 token，而不是域名。不负责：上传文件到知识库节点下（走 lark-drive）、编辑文档/表格/Base 内容（走 lark-doc / lark-sheets / lark-base）。
- ▌ Lark Event · davidtoby bundleLark/Feishu real-time event listening / subscribing / consuming: stream events as NDJSON via `lark-cli event consume <EventKey>` (covers IM messages/reactions/chat changes, Approval status changes, Task updates, VC meeting started/joined/ended, Minutes generated, Whiteboard updated, etc.). Use for Lark bots, real-time message processing, long-running subscribers, streaming webhook/push handlers. Supports `--max-events` / `--timeout` bounded runs and a stderr ready-marker contract — designed for AI agents running as subprocesses.
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- ▌ Lark Whiteboard · davidtoby bundle飞书画板：查询和编辑飞书云文档中的画板。支持导出画板为预览图片、导出原始节点结构、使用多种格式更新画板内容。 当用户需要查看画板内容、导出画板图片、编辑画板时使用此 skill。不负责：飞书云文档内容编辑（lark-doc）、文档内嵌电子表格/Base（lark-sheets / lark-base）。
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- ▌ Feynman Perspective · davidtoby bundle理查德·费曼的思维框架与表达方式。基于40+个一手来源的深度调研， 提炼5个核心心智模型、8条决策启发式和完整的表达DNA。 用途：作为思维顾问，用费曼的视角分析问题、审视决策、提供反馈。 当用户提到「用费曼的视角」「费曼会怎么看」「费曼模式」「feynman perspective」「费曼学习法」时使用。 即使用户只是说「这是不是cargo cult」「命名不等于理解」「能不能做个演示替代论证」「我真的理解了还是只记住了名字」也可触发。 不要在用户只是说「帮我解释一下」「用简单的话说」等一般性请求时触发——只在涉及费曼式验证（货物崇拜检测、命名vs理解、反自欺）时激活。
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- ▌ Kanban Worker · davidtobyPitfalls, examples, and edge cases for Hermes Kanban workers. The lifecycle itself is auto-injected into every worker's system prompt as KANBAN_GUIDANCE (from agent/prompt_builder.py); this skill is what you load when you want deeper detail on specific scenarios.
- ▌ Wacli · davidtobySend third-party WhatsApp messages or sync/search WhatsApp history via wacli, not normal active chats.
- ▌ Clawhub · davidtobySearch, install, update, sync, or publish agent skills with the ClawHub CLI and registry.
- ▌ Taskflow · davidtoby bundleCoordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.
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- ▌ Kanban Orchestrator · davidtobyDecomposition playbook + specialist-roster conventions + anti-temptation rules for an orchestrator profile routing work through Kanban. The "don't do the work yourself" rule and the basic lifecycle are auto-injected into every kanban worker's system prompt; this skill is the deeper playbook when you're specifically playing the orchestrator role.
- ▌ Gh Issues · davidtobyFetch GitHub issues, delegate fixes to subagents, open PRs, watch reviews, or run /gh-issues workflows.
- ▌ Things Mac · davidtobyAdd, update, list, search, or inspect Things 3 todos, inbox, today, projects, areas, and tags on macOS.
- ▌ Healthcheck · davidtobyAudit and harden hosts running OpenClaw for SSH, firewall, updates, exposure, cron checks, and risk posture.
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- ▌ Coding Agent · davidtobyDelegate coding tasks to Codex, Claude Code, OpenCode, or Pi agents via immediate background processes. Use when: (1) building or creating features/apps, (2) reviewing PRs in a temp clone/worktree, (3) refactoring large codebases, (4) iterative coding that needs file exploration. NOT for: simple one-line fixes (just edit), reading code (use read tool), thread-bound ACP harness requests in chat (use sessions_spawn with runtime:"acp"), or any work in ~/clawd workspace (never spawn agents here). All coding-agent runs start with background:true immediately. Claude Code: use --print --permission-mode bypassPermissions (no PTY). Codex/Pi/OpenCode: pty:true required. Completion notification must use openclaw message send, not system event/heartbeat.
- ▌ Node Connect · davidtobyDiagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.
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- ▌ Taskflow Inbox Triage · davidtobyExample TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.
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- ▌ Chinese PDF Report 2 · davidtoby bundleCreate professional Chinese PDF reports with reliable font rendering on macOS, especially when previous HTML-to-PDF output produced garbled Chinese text, missing glyphs, or ugly default typography. Use when asked to generate or re-export Chinese-heavy PDFs, fix Chinese font issues, improve typography for formal reports, or turn one-off Chinese PDF formatting lessons into a repeatable delivery workflow.
- ▌ Precise Bilingual Subtitle 2 · davidtobyProduce bilingual (EN+ZH) hardcoded-subtitle videos with Whisper word-level timing accuracy, customizable font/color/size, and the full pipeline from raw YouTube video to yellow-subtitle MP4. Use when YouTube auto-captions drift, when the user wants specific subtitle styling (color, size, font), or when subtitle timing must be frame-accurate.
- ▌ Chinese Video Transcribe PDF 2 · davidtoby将中文字幕视频（或无字幕视频）转写为文本，并生成中文PDF报告。使用 faster-whisper 做语音转写（不受字幕限制），ReportLab 生成专业中文PDF。适用于YouTube、MP4等来源的视频。
- ▌ Chinese PDF Report 3 · davidtoby bundleCreate professional Chinese PDF reports with reliable font rendering on macOS, especially when previous HTML-to-PDF output produced garbled Chinese text, missing glyphs, or ugly default typography. Use when asked to generate or re-export Chinese-heavy PDFs, fix Chinese font issues, improve typography for formal reports, or turn one-off Chinese PDF formatting lessons into a repeatable delivery workflow.
- ▌ Precise Bilingual Subtitle 3 · davidtoby bundleProduce bilingual (EN+ZH) hardcoded-subtitle videos with Whisper word-level timing accuracy, customizable font/color/size, and the full pipeline from raw YouTube video to yellow-subtitle MP4. Use when YouTube auto-captions drift, when the user wants specific subtitle styling (color, size, font), or when subtitle timing must be frame-accurate.
- ▌ Consulting PDF From Youtube 2 · davidtoby bundleGenerate polished Chinese consulting-style PDF reports from YouTube videos. Uses a transcription priority chain -- YouTube auto-subs first, Whisper fallback second (with quality gates and proper noun verification). Includes bot-detection bypass escalation when yt-dlp is blocked. Use when a user shares a YouTube link and asks for a consulting-style PDF report.
- ▌ Video Bilingual Subtitle Delivery 2 · davidtoby bundleCreate, repair, audit, and deliver bilingual video subtitles with English speech timing and Chinese aligned on the same subtitle event. Use when asked to add English/Chinese subtitles to a video, fix subtitle sync, fill missing Chinese lines, produce softsub or hardcode MP4 deliverables, or turn a messy subtitle workflow into a reliable repeatable delivery process.
- ▌ Lark Im · davidtoby bundle飞书即时通讯：收发消息和管理群聊。发送和回复消息、搜索聊天记录、管理群聊成员、上传下载图片和文件（支持大文件分片下载）、管理表情回复、发送应用内/短信/电话加急、发送和处理交互卡片（Interactive Card）、监听卡片按钮回调（card.action.trigger）。当用户需要发消息、查看或搜索聊天记录、下载聊天中的文件、查看群成员、搜索群、创建群聊或话题群、管理标记数据、管理 Feed 置顶（添加/移除/查询置顶会话）、管理标签数据、处理卡片回调时使用。
- ▌ Lark Okr · davidtoby bundle飞书 OKR：管理目标与关键结果。查看和编辑 OKR 周期、目标、关键结果、对齐关系、量化指标和进展记录。当用户需要查看或创建 OKR、管理目标和关键结果、查看对齐关系时使用。不负责：待办任务管理（lark-task）、日程/会议安排（lark-calendar）、绩效评估
- ▌ Lark Apps · davidtoby bundle妙搭（Spark/Miaoda）应用开发与托管：应用创建、本地全栈开发、云端生成迭代、创意设计（UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索）、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV 查询、环境变量管理、应用角色与成员管理、自动化触发器（定时/记录变更/Webhook/飞书审批）。当用户要开发/新建一个系统·工具·平台·应用，或要本地开发 / 云端开发 / 修改 / 部署 / 发布 / 上线 / 拿可分享链接，或用 HTML 做页面·网站·部署到妙搭，或要设计 / design / mockup / prototype / wireframe / 做 PPT / deck / 视觉探索，或提到妙搭/Spark/Miaoda（应用运行时域名形如 *.aiforce.cloud）、应用数据库、应用文件存储、开放 API Key、可见范围、应用角色/角色成员、线上日志、接口请求量、错误量、延迟、访问量、环境变量、给妙搭应用配自动化任务/定时触发/审批通过后自动触发时使用。不负责普通云盘文件上传（lark-drive）、飞书文档编辑（lark-doc）、原生幻灯片创建（lark-slides）。
- ▌ Lark Base · davidtoby bundle飞书多维表格（Base）操作：建表、字段、记录、视图、统计、公式/lookup、表单、仪表盘、workflow、角色权限；遇到 Base/多维表格/bitable 或 /base/ 链接时使用。文件导入/导出转 lark-drive，认证/授权转 lark-shared。
- ▌ Lark Drive · davidtoby bundle飞书云空间（云盘/云存储）：管理 Drive 文件和文件夹，包含上传/下载、创建文件夹、复制/移动/删除、查看元数据、查询权限设置、评论/权限/订阅、标题、版本、飞书文档密级标签（secure labels）和本地文件导入。用户需要整理云盘目录、处理云空间资源 URL/token、判断链接类型/真实 token/标题，或导入 Word/Markdown/Excel/CSV/PPTX/.base 为 docx/sheet/bitable/slides 时使用；doubao.com 云空间 URL/token 也按资源路径和 token 路由，不回退 WebFetch。不负责：文档内容编辑（走 lark-doc）、表格/Base 表内数据操作（走 lark-sheets/lark-base）、知识空间节点/成员管理（走 lark-wiki）、原生 Markdown 文件读写/patch/diff（走 lark-markdown）。
- ▌ Lark Slides · davidtoby bundle飞书幻灯片：创建和编辑幻灯片。创建演示文稿、读取幻灯片内容、管理幻灯片页面（创建、删除、读取、局部替换）。当用户需要创建或编辑幻灯片、读取或修改单个页面时使用。当用户给出 doubao.com 的 /slides/ URL/token 时，也应直接使用本 skill，不要因为域名不是飞书而回退到 WebFetch；路由依据是 URL 路径模式和 token，而不是域名。不负责：云文档内容编辑（走 lark-doc）、云文档里的独立画板对象（走 lark-whiteboard）、上传或下载普通文件（走 lark-drive）。
- ▌ Huashu Design · davidtoby bundle花叔Design（Huashu-Design）——用HTML做高保真原型、交互Demo、幻灯片、动画、设计变体探索+设计方向顾问+专家评审的一体化设计能力。HTML是工具不是媒介，根据任务embody不同专家（UX设计师/动画师/幻灯片设计师/原型师），避免web design tropes。触发词：做原型、设计Demo、交互原型、HTML演示、动画Demo、设计变体、hi-fi设计、UI mockup、prototype、设计探索、做个HTML页面、做个可视化、app原型、iOS原型、移动应用mockup、导出MP4、导出GIF、60fps视频、设计风格、设计方向、设计哲学、配色方案、视觉风格、推荐风格、选个风格、做个好看的、评审、好不好看、review this design。**主干能力**：Junior Designer工作流（先给假设+reasoning+placeholder再迭代）、反AI slop清单、React+Babel最佳实践、Tweaks变体切换、Speaker Notes演示、Starter Components（幻灯片外壳/变体画布/动画引擎/设备边框）、App原型专属守则（默认从Wikimedia/Met/Unsplash取真图、每台iPhone包AppPhone状态管理器可交互、交付前跑Playwright点击测试）、Playwright验证、HTML动画→MP4/GIF视频导出（25fps基础 + 60fps插帧 + palette优化GIF + 6首场景化BGM + 自动fade）。**需求模糊时的Fallback**：设计方向顾问模式——从5流派×20种设计哲学（Pentagram信息建筑/Field.io运动诗学/Kenya Hara东方极简/Sagmeister实验先锋等）推荐3个差异化方向，展示24个预制showcase（8场景×3风格），并行生成3个视觉Demo让用户选。**交付后可选**：专家级5维度评审（哲学一致性/视觉层级/细节执行/功能性/创新性各打10分+修复清单）。
- ▌ Lark Calendar · davidtoby bundle飞书日历：管理日历日程和会议室。查看/搜索日程、创建/更新日程、管理参会人、查询忙闲和推荐时段、预定会议室。当用户需要查看日程安排、创建/修改会议、查询/预定会议室时使用。不负责：查询过去的视频会议记录（走 lark-vc）、待办任务（走 lark-task）。
- ▌ Chinese PDF Report · davidtoby bundleCreate professional Chinese PDF reports with reliable font rendering on macOS, especially when previous HTML-to-PDF output produced garbled Chinese text, missing glyphs, or ugly default typography. Use when asked to generate or re-export Chinese-heavy PDFs, fix Chinese font issues, improve typography for formal reports, or turn one-off Chinese PDF formatting lessons into a repeatable delivery workflow.
- ▌ Github Auth Recovery · davidtoby bundleRecover from broken GitHub auth flows when git/gh operations fail. Use when `gh` is not logged in, HTTPS push/pull asks for credentials or errors like `could not read Username`, a repo remote is HTTPS but SSH may already work, or when GitHub operations fail and the agent needs a deterministic path to diagnose auth method, switch protocols, rebase to latest remote state, and finish the push safely.
- ▌ Beautiful Feishu Card · davidtoby bundleGenerate modern, elegant, and highly readable Feishu Interactive Cards (Schema 2.0 JSON) wrapped for CardKit (.card). Uses strict design system rules: 12 header color themes, color palette harmony (≤3 main colors), structured layouts (column_set, dividers, callout markdown), interactive preview messaging via lark-cli, and clickable GitHub footer links.
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- ▌ Sync Shared Skills Repo · davidtoby bundleSync Toby's local shared skill library (`~/.agents/skills/`) with the public GitHub repo `davidtoby/agent-skills`. Use when merging local and remote skill changes, promoting validated local new skills upstream, handling same-path conflicts with remote-wins policy, refreshing README indexes, rebuilding `.skill` packages, validating the repo, and pushing via SSH.
- ▌ Feishu Approval Fallback · davidtoby bundleRecover and harden Hermes Feishu command-approval flows when interactive card buttons fail, especially with Feishu error 200340 or callback-card sync issues. Use when Feishu approval buttons stop working, users must fall back to `/approve` or `/approve always`, approval_id types drift between int and string, or callback-card responses need to reflect the final approval decision immediately.
- ▌ Output Workspace Cleanup · davidtobyOrganize and restructure an agent's output workspace directory — categorize project folders, separate deliverables from working files, establish naming conventions, clean up clutter, and document the new structure. Use when the output folder has accumulated many projects with inconsistent naming/no categorical organization, or when asked to "tidy up" or "整理一下" the workspace.
- ▌ Github Operations · davidtoby bundleClass-level workflow for GitHub repository, issue, pull request, CI, release, authentication, and remote/credential recovery tasks via gh and git. Use when asked to manage GitHub issues/PRs/runs/repos, inspect CI, call gh api, fix broken gh login, recover HTTPS/SSH credential failures, or repair git remotes.
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- ▌ Feishu Websocket Stability · davidtoby bundleStabilize Hermes Feishu websocket mode when reconnects are too slow, ping timing needs tuning, or multiple local gateways accidentally compete for the same Feishu app_id. Use when Feishu websocket reconnect delays feel excessive, runtime websocket overrides appear ignored by the SDK, startup should fail fast on duplicate local clients, or you need a repeatable config-and-test workflow for Feishu gateway stability.
- ▌ Precise Bilingual Subtitle · davidtobyProduce bilingual (EN+ZH) hardcoded-subtitle videos with Whisper word-level timing accuracy, customizable font/color/size, and the full pipeline from raw YouTube video to yellow-subtitle MP4. Use when YouTube auto-captions drift, when the user wants specific subtitle styling (color, size, font), or when subtitle timing must be frame-accurate.
- ▌ Andrej Karpathy Perspective · davidtoby bundleAndrej Karpathy的思维框架与表达方式。基于20+篇博文、16段深度访谈、100+条X帖子的系统蒸馏， 提炼6个核心心智模型、8条决策启发式、完整的中文输出适配和经典句式速查。 用途：作为思维顾问，用Karpathy的视角分析AI技术可靠性、学习方法、行业趋势、产品设计。 当用户提到「用Karpathy的视角」「Karpathy会怎么看」「卡帕西」「karpathy模式」时使用。 也适用于：Software 2.0/3.0讨论、vibe coding话题、神经网络训练、AI炒作判断、LLM能力边界。 即使用户只是说「从工程现实主义角度」「march of nines」「构建即理解」「锯齿状智能」也可触发。 不在用户只是普通问AI相关问题时触发——只在明确想要Karpathy式思维框架时激活。
- ▌ Beautiful Feishu Whiteboard · davidtoby bundleA library of 37 curated colour palette styles for building beautiful, editable Feishu / Lark (飞书) whiteboards from SVG. Use this whenever the user wants to create or draw a Feishu whiteboard, infographic, diagram, poster, or visual explainer and wants it to look polished, on brand, or in a particular aesthetic, or when they name a style. The agent figures out what board the user wants, asks about the visual vibe, picks a fitting style from the catalogue, generates an editable Feishu whiteboard, returns the doc link and the rendered image, and offers to switch styles. Requires lark-cli (npm @larksuite/cli) installed and authenticated, and a Feishu/Lark account.
- ▌ Claude Code Litellm Gateway · davidtoby bundleConfigure Claude Code to use an existing LiteLLM gateway safely, including both a low-risk wrapper path and an optional main-command switch so Claude Code can route to Gemini or other non-Anthropic models through LiteLLM.
- ▌ Consulting PDF From Youtube · davidtoby bundleGenerate polished Chinese consulting-style PDF reports from YouTube videos. Uses a transcription priority chain -- YouTube auto-subs first, Whisper fallback second (with quality gates and proper noun verification). Includes bot-detection bypass escalation when yt-dlp is blocked. Use when a user shares a YouTube link and asks for a consulting-style PDF report.
- ▌ Litellm Vertex Proxy Repair · davidtoby bundleDiagnose and repair a local LiteLLM + Vertex AI proxy on macOS, especially when `http://127.0.0.1:4000/` or `/v1` is down, startup hangs at `Waiting for application startup`, `/ui/login/` says `Authentication Error, Not connected to DB!`, or Prisma/PostgreSQL issues need to be isolated from the API proxy by splitting `lite` and `full` modes.
- ▌ Agent Skills Repo Publishing · davidtobyPublish or update skills in Toby's `davidtoby/agent-skills` repository. Use when adding a new reusable skill, updating an existing skill, rebuilding `.skill` packages, syncing README package lists, handling stale package validation failures, syncing the local Hermes copy, and pushing changes to the GitHub repo over SSH.
- ▌ Chinese Video Transcribe PDF · davidtoby将中文字幕视频（或无字幕视频）转写为文本，并生成中文PDF报告。使用 faster-whisper 做语音转写（不受字幕限制），ReportLab 生成专业中文PDF。适用于YouTube、MP4等来源的视频。
- ▌ API Learner · davidtobyWorkflow for learning site APIs via traffic capture and replacing browser automation with direct curl calls.
- ▌ Bluebubbles · davidtobySend and manage iMessages via BlueBubbles, including attachments, tapbacks, edits, replies, and groups.
- ▌ Agent Skill Lifecycle · davidtoby bundleClass-level workflow for discovering, authoring, publishing, consolidating, and improving agent skills plus session-log recall and ontology/structured memory support. Use when asked to find/install skills, create or update SKILL.md files, publish to an agent-skills repository, mine session logs for reusable knowledge, or build self-improving/proactive agent procedures.
- ▌ Lark Workflow Meeting Summary · davidtoby会议纪要整理工作流：汇总指定时间范围内的会议纪要并生成结构化报告。当用户需要整理会议纪要、生成会议周报、回顾一段时间内的会议内容时使用。
- ▌ Openclaw Litellm Gemini Gateway · davidtoby bundleConfigure OpenClaw to use an already-running local LiteLLM gateway for Gemini on macOS, with a low-risk add-as-option workflow, exact openclaw.json snippets, verification commands, rollback steps, and the real caveat that some per-run model overrides are rejected unless you use --local or switch the active alias first.
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- ▌ Opencode Litellm Gemini Provider · davidtoby bundleConfigure official native OpenCode to add a local LiteLLM OpenAI-compatible Gemini model as a selectable provider using config-file secret references, without wrappers and without changing the current default model.
- ▌ Agent Platform Operations · davidtoby bundleClass-level operations workflow for Hermes/OpenClaw/Clawdbot platform maintenance, docs lookup, CLI cheatsheets, updates, backups, cost audits, memory docs, shields/safety, Feishu gateway stability/approval recovery, and browser automation support. Use when troubleshooting or maintaining the agent platform itself or its gateway/tooling ecosystem.
- ▌ Video Bilingual Subtitle Delivery · davidtoby bundleCreate, repair, audit, and deliver bilingual video subtitles with English speech timing and Chinese aligned on the same subtitle event. Use when asked to add English/Chinese subtitles to a video, fix subtitle sync, fill missing Chinese lines, produce softsub or hardcode MP4 deliverables, or turn a messy subtitle workflow into a reliable repeatable delivery process.
- ▌ Hermes Agent Litellm Vertex Gateway · davidtoby bundleConfigure an existing Hermes Agent deployment to use a local LiteLLM Vertex Proxy as an additional model option, without disturbing the current Hermes configuration. Use when you need Hermes to access Gemini models via a local LiteLLM gateway already running at 127.0.0.1:4000.
- ▌ Litellm Vertex Gemini Local Gateway · davidtoby bundleBuild a local macOS LiteLLM gateway that exposes Google Cloud Vertex AI Gemini behind an Anthropic-compatible endpoint, then connect Claude Code and OpenClaw to it without breaking existing setups. Use when starting from a fresh machine, when you need a self-starting LaunchAgent service on 127.0.0.1, when Claude Code should route through LiteLLM, or when OpenClaw needs a selectable Gemini-via-LiteLLM model.
- ▌ Openclaw Feishu Bot Troubleshooting · davidtoby bundleDiagnose and fix OpenClaw Feishu bot failures systematically. Use when Feishu bots stop replying, pairing codes appear unexpectedly, two Feishu bot windows seem swapped, agent prep takes minutes, Gateway hangs or restarts repeatedly, pairing state is lost after migration, or outbound Feishu replies fail because SDK/plugins are broken.
- ▌ Youtube Bilingual Subtitle Delivery · davidtobyDownload a YouTube video, convert to MP4 if needed, build bilingual English/Chinese subtitles, audit completeness, and export softsub + hardcode MP4 deliverables. Includes fallback paths when YouTube auto-captions are partial or Chinese caption download is rate-limited, and notes a hardcode duration drift fix.
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- ▌ Agent Skills Frontmatter Compatibility · davidtoby bundleFix packaging and validation failures caused by fragile SKILL frontmatter when publishing or syncing skills into Toby's davidtoby/agent-skills repository. Use when rebuild_all_packages.py fails early on a promoted skill, especially after copying local-only community skills such as lark-* into the repo.
- ▌ Chinese PDF Document Workflows · davidtoby bundleClass-level workflow for extracting, converting, editing, and producing polished Chinese PDFs and document reports from PDFs, papers, webpages, markdown, and video transcripts. Use when asked to create Chinese PDF reports, fix Chinese font/glyph rendering, summarize academic papers into Chinese insight reports, convert documents to Markdown, extract/annotate PDF content, or produce consulting-style PDF deliverables.
- ▌ Model CLI And Review Workflows · davidtoby bundleClass-level workflow for using model/provider CLIs and second-model review tools, including Gemini, Oracle, OpenAI image/audio endpoints, model usage/cost summaries, and qmd/local retrieval when model context needs external indexing. Use when asked to run an external model CLI, get a second-model review, generate with provider CLIs, or inspect model/cost usage.
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- ▌ Automation Browser API Workflows · davidtoby bundleClass-level workflow for browser automation, API reverse-engineering, macOS UI automation, tmux/interactive CLI control, MCP tool calling, camera capture, and direct tool/API replacement of fragile UI flows. Use when asked to automate websites/apps, learn private site APIs from traffic, drive interactive CLIs, call MCP servers/tools, capture camera frames, or control macOS UI.
- ▌ Web Research Monitoring Workflows · davidtoby bundleClass-level workflow for web search, RSS/news/blog monitoring, source extraction, YouTube transcript lookup, summarization, and recurring news digests. Use when asked to search the web, compare search providers, gather fresh public news under search-rate limits, monitor blogs/RSS, summarize URLs/files/videos, or set up AI/business/news digest cron jobs.
- ▌ Local Media Smart Device Workflows · davidtoby bundleClass-level workflow for local context and media/device CLIs: places search, weather, smart lights, Sonos, Spotify, audio analysis, text-to-speech, GIF search, image generation/editing, and 1Password secrets needed by those tools. Use when asked to control local devices, query local places/weather, play media, generate/search media assets, analyze audio, or retrieve secrets for tool execution.
- ▌ Chinese Asr Transcript Polishing · davidtoby bundleTake a noisy Chinese ASR/speech-to-text transcript (Whisper or similar), systematically proofread and correct all transcription errors, restructure into a flowing publication-ready article, and export as a polished Chinese PDF with critical analysis and fact-checking sections. Use when a user provides or generates a Chinese speech transcript and asks for a polished, corrected article PDF — especially for long-form lectures, keynote speeches, interviews, or academic talks where accuracy of proper nouns, historical facts, and technical terms is critical.
- ▌ Video Transcription Subtitle Workflows · davidtoby bundleClass-level workflow for video/audio transcription, Whisper fallbacks, bilingual EN/ZH subtitles, YouTube transcript/report extraction, X/Twitter video download normalization, frame extraction, and hardcoded/soft subtitle delivery. Use when asked to transcribe media, create subtitles, repair subtitle sync/completeness, download social videos, extract video frames, or produce bilingual transcript/video deliverables.
- ▌ Communications Productivity Integrations · davidtoby bundleClass-level workflow for messaging, email, calendars, notes, boards, workspaces, and collaboration integrations via CLIs/APIs: Discord, Slack, Gmail/IMAP, Google Workspace, CalDAV, Trello, Notion, Obsidian, Apple Notes/Reminders, iMessage/SMS, and Clawk. Use when asked to send/read/manage messages, email, calendar events, notes, tasks, pages, boards, or collaboration objects.
- ▌ Brave Search · davidtoby bundleWeb search and content extraction via Brave Search API. Use for searching documentation, facts, or any web content. Lightweight, no browser required.
- ▌ Rss News Fetcher · davidtobyFetch recent news from live RSS feeds (BBC, Guardian, SCMP) using execute_code. For building daily news digests and evening briefings in restricted environments.
- ▌ Google News Rss Digesting · davidtobyGather and verify fresh public news when normal web search is rate-limited or blocked, using Google News RSS plus source prioritization.
- ▌ Wechat Business News Cron · davidtobySet up recurring morning/evening news digests delivered to WeChat or Feishu via Hermes cron jobs, with manual timezone conversion, duplicate-job cleanup, and a polished Chinese business-brief card format.
- ▌ Follow Builders Cron Digest · davidtobySet up a recurring AI builders news digest using the public follow-builders GitHub feeds and Hermes cron jobs, without installing the upstream skill.
- ▌ Hermes Manual Update And Report · davidtobyManually update a local Hermes Agent checkout and generate a maintenance report when `hermes update` is blocked by approval issues or hangs.
- ▌ Whisper Video Transcribe Workaround · davidtobyWhen Whisper (CLI or Python) gets stuck on video files during transcription — output dir stays empty, process runs at low CPU/memory with no progress — the workaround is to extract audio first with ffmpeg, then transcribe the WAV. Use this when Whisper hangs or times out on a video file.
- ▌ Youtube Bilingual Transcript Report · davidtobyDownload a YouTube video, build English and Chinese timestamped transcripts, create a structured summary with independent insights, and export a professional Chinese PDF report. Includes fallback when Chinese subtitle download hits HTTP 429 and when full-resolution video download is unnecessarily heavy.
- ▌ X Video Download Normalization · davidtobyDownload X/Twitter videos with yt-dlp into a shared output directory using generic filenames, convert non-mp4 outputs to mp4, and verify media details. Use when a user sends one or more X/Twitter status URLs and wants the videos downloaded in a consistent, reusable local format instead of ad hoc per-link folders.
- ▌ PDF Content Extractor Annotator · davidtoby bundle提取与分析 PDF：文本、表格、元数据、图片；支持合并、注释与去水印，提供 OCR 兜底与综合报告