OpenBMB
- 63 skills
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- ▌ Memory Dream Review · openbmbAudit ClawXMemory memory quality with a read-only Dream pass over current file memories and the global profile.
- ▌ Frontend Slides · openbmb bundleCreate animation-rich browser-based HTML presentations from scratch, enhance existing HTML decks, or convert PowerPoint files into web presentations. Use only when the requested deliverable is HTML or a browser presentation; do not use when the user needs an editable native .pptx file.
- ▌ Deploy Minicpm Pet · openbmb[开发者向] 帮 contributor / 开发者从源码 dev 模式跑通 MiniCPM-Desk-Pet。 普通用户应直接下载 dmg 安装包,跟着 Onboarding 引导走,不应触发本 skill。 Use when a developer clones the repo and wants to run it from source, or asks to "部署桌宠 (从源码)", "跑起来 MiniCPM dev 模式", or hits errors during go.sh / npm start / uv sync.
- ▌ Custom Lora Persona · openbmb帮用户给 MiniCPM-Desk-Pet 桌宠做一个自定义人格 / 皮肤:微调一个 LoRA、转成 GGUF、 在 App 里上传并切换。覆盖"训练 → 转 GGUF → 上传 → 启用"的完整链路。 Use when the user wants a custom desktop-pet persona, asks "做一个自己的桌宠人格 / 角色", "训练 / 上传自定义 LoRA", "把我的 LoRA 用到桌宠上", "convert LoRA to GGUF for the pet", or hits errors uploading a .gguf adapter in Settings.
- ▌ Local Minicpm Pet Openvino · openbmb bundle一键部署 MiniCPM 桌宠体验环境,后端采用 OpenVINO 推理引擎(Deploy MiniCPM Desk Pet with OpenVINO backend). 使用本 Skill 可部署一个完整的桌宠体验环境,在 Intel AIPC 上本地运行,无需云端服务。 部署完成后,用户直接通过桌宠 UI 界面进行对话交互。 Use this skill when the user wants to deploy/set up/run the MiniCPM desk pet with OpenVINO backend, or build a local AI pet experience environment on Intel hardware. Trigger on: 部署桌宠/体验环境/搭建环境/本地推理/OpenVINO后端/桌宠环境/deploy pet/setup environment/run desk pet/ 英特尔/intel/AIPC/本地/离线/offline/MiniCPM/OpenVINO/桌宠. This is a DEPLOYMENT skill — it sets up the environment and launches the pet. After deployment, the user interacts with the pet directly through its UI (not via this script).
- ▌ Memory Browser · openbmbBrowse ClawXMemory status and recent indexes using memory_overview first, then memory_list, and memory_get only for exact detail reads.
- ▌ Memory Maintenance · openbmb bundleDiagnose and maintain ClawXMemory index health using scripts and tools. Use when installation, indexing, or data quality looks wrong.
- ▌ Memory Orchestrator · openbmbOrchestrate ClawXMemory retrieval using memory_search first and memory_get for exact file reads. Use when the user asks for historical context, project progress, project collaboration rules, or user profile facts.
- ▌ Staffdeck API Auth · openbmb bundleAuthenticate to StaffDeck Open API v1, inspect the current credential boundary, list accessible agents, browse the gallery, add a gallery agent, or bootstrap API clients and credentials. Use for StaffDeck API key setup, authorization failures, agent selection, scope checks, and cross-agent access questions.
- ▌ Staffdeck API Run Agent · openbmb bundleRun a StaffDeck digital employee through Open API v1, create or continue sessions, submit stateful or stateless runs, poll durable jobs, stream SSE events, continue awaiting-input SOPs, cancel work, and download Harness artifacts. Use whenever another agent must invoke a StaffDeck employee and return auditable results with citations and tool activity.
- ▌ Staffdeck API Manage Sops · openbmb bundleManage a StaffDeck employee's SOP lifecycle through Open API v1, including listing published SOPs and drafts, generating from source text, rewriting selected fields, replacing or JSON-patching drafts, validating, publishing, archiving, comparing versions, and creating rollback drafts. Use for controlled SOP authoring and release automation.
- ▌ Staffdeck API Manage Resources · openbmb bundleManage StaffDeck employee capability resources through Open API v1, including knowledge bases and cited search, general skills, HTTP tools, MCP servers and discovery, resource bindings, capability snapshots, and scheduled tasks. Use for adding, testing, publishing, binding, diagnosing, or scheduling an employee's executable capabilities.
- ▌ Minicpm5 Deploy · openbmbPick the right inference backend for a MiniCPM5-1B or MiniCPM5-2B checkpoint and route to a backend-specific cookbook skill. Use when the user wants to deploy / serve / chat-with / benchmark a MiniCPM5 model and has not yet committed to a specific engine, or when they say "deploy MiniCPM5", "run MiniCPM5", "serve MiniCPM5", "MiniCPM5 推理", "部署 MiniCPM5".
- ▌ Minicpm5 Finetune · openbmbPick the right fine-tuning framework for a MiniCPM5-1B base checkpoint and route to a framework-specific cookbook skill. Use when the user wants to SFT / LoRA / DPO / continue-pretrain MiniCPM5 and has not yet committed to a specific framework, or when they say "fine-tune MiniCPM5", "train MiniCPM5", "MiniCPM5 微调", "LoRA MiniCPM5", "继续训练 MiniCPM5".
- ▌ Minicpm5 Deploy Mlx · openbmbRun MiniCPM5-1B or MiniCPM5-2B natively on Apple Silicon with Apple's MLX framework. Use when the user has an Apple Silicon Mac and asks for "MLX", "mlx_lm", "mlx_lm.convert", "mlx_lm.generate", or wants the fastest path on Apple Silicon.
- ▌ Minicpm5 Deploy Vllm · openbmbServe MiniCPM5-1B or MiniCPM5-2B via vLLM as an OpenAI-compatible HTTP server. Use when the user wants high-throughput production serving on NVIDIA GPU, asks for "vLLM", "OpenAI server", "REST API for MiniCPM5", or "production deployment".
- ▌ Minicpm5 Finetune Trl · openbmbFine-tune MiniCPM5-1B or MiniCPM5-2B with bare-metal TRL + PEFT, including assistant-only loss via a chat-template patch. Use when the user wants minimal Python, no YAML, full control, or asks for "TRL", "SFTTrainer", "PEFT", "LoraConfig", "assistant_only_loss".
- ▌ Minicpm5 Deploy Ollama · openbmbRun MiniCPM5-1B or MiniCPM5-2B via Ollama on macOS / Linux laptop using the released GGUF. Use when the user wants "ollama run", "ollama pull", a Modelfile-driven setup, or one-line laptop deployment.
- ▌ Minicpm5 Deploy Sglang · openbmbServe MiniCPM5-1B or MiniCPM5-2B via SGLang as an OpenAI-compatible HTTP server with RadixAttention prefix cache and built-in MiniCPM5 tool-call parsing. Use when the user asks for "SGLang", "RadixAttention", "prefix cache", batch evaluation, tool calling, or wants a high-concurrency NVIDIA-GPU server alternative to vLLM.
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- ▌ Minicpm5 Deploy Lmstudio · openbmbRun MiniCPM5-1B or MiniCPM5-2B in LM Studio (desktop GUI) using either the GGUF runtime (cross-platform) or the MLX runtime (Apple Silicon, faster). Includes OpenAI-compatible local server. Use when the user mentions "LM Studio", desktop GUI inference, "lms" CLI, or wants a no-code chat UI for MiniCPM5.
- ▌ Minicpm5 Finetune Xtuner · openbmbFine-tune MiniCPM5-1B with xtuner (mmengine config-driven SFT). Use when the user mentions "xtuner", "mmengine", InternLM's training framework, or wants config-file-driven training.
- ▌ Minicpm5 Deploy Llama Cpp · openbmbRun MiniCPM5-1B or MiniCPM5-2B with llama.cpp using the released GGUF artifacts (F16 / Q8_0 / Q4_K_M). Use when the user wants CPU-only / consumer-GPU / cross-platform native deployment, asks for "llama.cpp", "llama-cli", "llama-server", "GGUF", or has no Python available.
- ▌ Minicpm5 Finetune Unsloth · openbmbFine-tune MiniCPM5-1B or MiniCPM5-2B with unsloth for tight-VRAM single-GPU LoRA / QLoRA. Use when the user wants "unsloth", "FastLanguageModel", QLoRA on a 24 GB consumer GPU, or asks for the smallest VRAM footprint.
- ▌ Minicpm5 Finetune Ms Swift · openbmbFine-tune MiniCPM5-1B or MiniCPM5-2B with ms-swift (ModelScope's SFT / DPO / KTO / ORPO toolkit). Use when the user mentions "ms-swift", "swift sft", "swift rlhf", or wants ModelScope-native training. The two mandatory flags `--model_type llama --template chatml` are baked in.
- ▌ Minicpm5 Deploy Vllm Ascend · openbmbDeploy MiniCPM5-2B with vLLM on Huawei Ascend NPU using vLLM-Ascend. Use when the user mentions vLLM-Ascend, Ascend NPU, Huawei Ascend, CANN, torch_npu, davinci devices, or wants an OpenAI-compatible MiniCPM5 server on Ascend hardware.
- ▌ Minicpm5 Finetune Gguf Lora · openbmbFine-tune MiniCPM5-1B into a LoRA adapter and convert it to a GGUF adapter that loads directly into llama.cpp / llama-server and the MiniCPM Desk Pet app's custom-LoRA upload. Use when the user wants "GGUF LoRA", "convert LoRA to GGUF", "convert_lora_to_gguf", a custom persona/skin for the desktop pet, "桌宠自定义 LoRA", "上传 LoRA 到桌宠", or asks how to take a trained adapter and run it on a GGUF base.
- ▌ Minicpm5 Deploy Transformers · openbmbRun MiniCPM5-1B or MiniCPM5-2B with Hugging Face Transformers for one-shot Python generation on GPU (bfloat16) or CPU (float32). Use when the user wants a quick Python script, no server, no extra deps, or asks for "Transformers", "AutoModelForCausalLM", "model.generate" with MiniCPM5.
- ▌ Minicpm5 Finetune Llamafactory · openbmbFine-tune MiniCPM5-1B or MiniCPM5-2B with LLaMA-Factory (YAML-driven SFT / DPO / WebUI). Use when the user wants to fine-tune via LLaMA-Factory, llamafactory-cli, mentions YAML configs, WebUI, or asks for the most-documented community framework.
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- ▌ PDF · openbmb bundleRead, create, edit, merge, split, rotate, fill, render, and verify workspace PDF files. Use whenever the requested input or deliverable is a .pdf, including extracting text or tables, inspecting metadata and page geometry, generating a new PDF, rearranging pages, filling AcroForm fields, or checking visual layout. Do not use for Google Drive or browser-only PDF workflows.
- ▌ DOCX · openbmb bundleCreate, edit, inspect, review, and finalize Microsoft Word .docx documents. Use for new Word documents, source- or template-based reports, precise edits that should preserve an existing file, visual or structural review, comments and tracked changes, and final DOCX delivery. Use only for .docx files, not legacy .doc, macro-enabled .docm, or live Microsoft Word control.
- ▌ PPTX · openbmb bundleCreate, edit, review, and finalize editable Microsoft PowerPoint .pptx presentations. Use for new decks, source- or template-based presentations, targeted slide edits, charts, tables, images, speaker notes, visual QA, and legacy .ppt conversion. Do not use for HTML/browser presentations, Google Slides, or live Microsoft PowerPoint control.
- ▌ Tmux · openbmb bundleControl tmux sessions/panes for interactive CLIs: list, capture output, send keys, paste text, monitor prompts.
- ▌ Spike · openbmbRun throwaway prototypes to validate feasibility, compare approaches, and report a verdict.
- ▌ Github · openbmbGitHub CLI for issues, PRs, CI/check logs, comments, reviews, releases, repos, and gh api queries.
- ▌ Notion · openbmbNotion CLI/API for pages, Markdown content, data sources, files, comments, search, Workers, and raw API calls.
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- ▌ Weather · openbmbCurrent weather and forecasts with wttr.in via curl for locations, rain, temperature, travel planning.
- ▌ Himalaya · openbmb bundleHimalaya CLI for IMAP/SMTP mail: list, read, search, compose, reply, forward, copy, move, delete.
- ▌ Obsidian · openbmbWork with Obsidian vaults using the official obsidian CLI: read/search/create/edit notes, tasks, links, properties, plugins.
- ▌ 1password · openbmb bundleSet up and use 1Password CLI for sign-in, desktop integration, and reading or injecting secrets.
- ▌ Summarize · openbmbSummarize or transcribe URLs, YouTube/videos, podcasts, articles, transcripts, PDFs, and local files.
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- ▌ Powershell · openbmbRun safe PowerShell commands on Windows, translate Bash snippets, and troubleshoot native Windows setup.
- ▌ Apple Notes · openbmbCreate, view, edit, delete, search, move, or export Apple Notes via the memo CLI on macOS.
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- ▌ Browser Use · openbmbUse PilotDeck's browser-use plugin for browser automation, screenshots, form filling, and web UI checks.
- ▌ Spreadsheets · openbmb bundleCreate, edit, review, and finalize standalone XLSX, XLS, CSV, and TSV spreadsheet files. Use for spreadsheet generation, formatting, formulas, charts, data consolidation, source-based calculations, numeric reconciliation, legacy conversion, and visual QA. Do not use for live Microsoft Excel control or macro-enabled workbook editing.
- ▌ Diagram Maker · openbmb bundleCreate SVG/HTML or Excalidraw diagrams for concepts, architecture, flows, and whiteboards.
- ▌ Skill Creator · openbmb bundleCreate new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
- ▌ Apple Reminders · openbmbList, add, edit, complete, or delete Apple Reminders and reminder lists via remindctl.
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- ▌ Audio Transcription · openbmbTranscribe a project-local audio recording, generate subtitles, analyze a recording, or produce meeting notes from audio using local FunASR.
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- ▌ Meeting Recorder Assistant · openbmb bundleIntelligent meeting recording and transcription assistant with automated minutes generation, action item extraction, and sentiment analysis. Supports audio transcription, speaker diarization, meeting summarization, and task extraction. Use when users need to record meetings, transcribe audio, generate meeting minutes, extract action items, or analyze meeting content.
- ▌ Pilotdeck Skills Migration · openbmbMigrate Claude Code, OpenClaw, Hermes, or custom Agent Skill directories into PilotDeck's global skills directory. Use when the user asks to migrate, import, copy, or consolidate skills into PilotDeck, or mentions ~/.claude/skills, ~/.openclaw, ~/.hermes, ~/.agents/skills, or ~/.pilotdeck/skills.
- ▌ Browser Use Install · openbmbUse before browser-use, Playwright MCP, web browsing, browser automation, or when browser-use fails with a missing browser, missing executable, "Executable doesn't exist", or Chrome/Chromium install error in PilotDeck Desktop.
- ▌ Powershell Safe Invocation · openbmb bundleUse when writing or running PowerShell on Windows, especially native programs, quoted paths, escaping, pwsh, Start-Process, file operations, or shell troubleshooting.
- ▌ Python Scratchpad · openbmb bundleUse the existing Python execution tools as a scratchpad for calculations, data transformation, and quick script-based validation.
- ▌ REST API Caller · openbmb bundleCall REST APIs from Python, parse JSON responses, and report the useful fields back to the user.
- ▌ Greeting Demo · openbmbGreet the user in a distinctive, easy-to-verify format for skill activation demos.