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matchms
Mass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata harmonization, compound ID, for metabolomics and MS data processing.
download15deployed_code—star221
Skill Directory
AI Skill Directory
Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
personjakexiaoAPI key: unconfirmed
scientific-brainstorming
Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop methodologies, identify research gaps, for creative scientific problem-solving.
download15deployed_code—star221
personjakexiaoAPI key: unconfirmed
agent-orchestration-multi-agent-optimize
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
download15deployed_code—star219
personjakexiaoAPI key: unconfirmed
ocr-super-surya
GPU-optimized OCR using Surya. Use when: (1) Extracting text from images/screenshots, (2) Processing PDFs with embedded images, (3) Multi-language document OCR, (4) Layout analysis and table detection…
download15deployed_code—star10
personjakexiaoAPI key: unconfirmed
pronunciation-specialist
Scans lyrics for pronunciation risks and prevents Suno mispronunciations. Use when writing lyrics with proper nouns, technical terms, homographs, or non-English words.
download15deployed_code—star29
personjakexiaoAPI key: unconfirmed
azure-ai-contentsafety-java
Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual content..…
download15deployed_code—star3
personjakexiaoAPI key: unconfirmed
clickup-automation
Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas.
download15deployed_code—star3
personjakexiaoAPI key: unconfirmed
voice-extractor
Extract and document someone's authentic writing voice from samples. Use when someone needs a 'voice guide,' wants to capture their writing DNA, or needs to train AI to write in their style. Also usef…
download15deployed_code—star156
personjakexiaoAPI key: unconfirmed
neuropixels-analysis
Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen/IBL curation, AI-assisted visual analysis, for Neuro…
download15deployed_code—star221
personjakexiaoAPI key: unconfirmed
agentdb-persistent-memory-patterns
Implement persistent memory patterns for AI agents using AgentDB - session memory, long-term storage, pattern learning, and context management for stateful agents, chat systems, and intelligent assist…
download15deployed_code—star221
personjakexiaoAPI key: unconfirmed
ai-wrapper-product
Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Covers…
download15deployed_code—star219
personjakexiaoAPI key: unconfirmed
audio-playback
Audio playback using Tone.js including players, transport, scheduling, and loading audio. Use when implementing background music, sound effects, audio synchronization, or timed audio events. Essential…
download15deployed_code—star7
personjakexiaoAPI key: unconfirmed
dspy-framework
DSPy declarative framework for automatic prompt optimization treating prompts as code with systematic evaluation and compilers
download15deployed_code—star26
personjakexiaoAPI key: unconfirmed
azure-ai-voicelive-java
Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket.
download15deployed_code—star3
personjakexiaoAPI key: unconfirmed
image-upscaling
Upscale and enhance images with Real-ESRGAN, Thera, Topaz, FLUX Upscaler via inference.sh CLI. Models: Real-ESRGAN, Thera (any size), FLUX Dev Upscaler, Topaz Image Upscaler. Use for: enhance low-res …
download15deployed_code—star0
personjakexiaoAPI key: unconfirmed
video-production
Video downloading, stitching, title slides, and YouTube descriptions. Use this skill when downloading videos from Google Drive, creating title slides, stitching multiple videos together, or generating…
download15deployed_code—star9
personjakexiaoAPI key: unconfirmed
pylabrobot
Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators, centrifuges, and analytical equipment. Use this skill when automating laboratory workfl…
download15deployed_code—star221
personjakexiaoAPI key: unconfirmed
reasoningbank-adaptive-learning-with-agentdb
Implement ReasoningBank adaptive learning with AgentDB for trajectory tracking, verdict judgment, memory distillation, and pattern recognition to build self-learning agents that improve decision-makin…
download15deployed_code—star221
personjakexiaoAPI key: unconfirmed
hybrid-search-implementation
Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
download15deployed_code—star219
personjakexiaoAPI key: unconfirmed
notebook-lm
Automate Google NotebookLM via the notebooklm-py Python library. Use this skill whenever the user wants to: - Create, manage, or delete NotebookLM notebooks - Add sources (URLs, YouTube, PDFs, files, …
download15deployed_code—star1
personjakexiaoAPI key: unconfirmed
azure-ai-document-intelligence-dotnet
Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models.
download15deployed_code—star3
personjakexiaoAPI key: unconfirmed
azure-ai-textanalytics-py
Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text.
download15deployed_code—star3
personjakexiaoAPI key: unconfirmed
ai-employee-onboarding-wizard
Stand up a production-ready AI employee operating system in one guided session. Outputs 7 ready-to-use files: IDENTITY.md, SOUL.md, AGENTS.md, USER.md, MEMORY.md, HEARTBEAT.md, TOOLS.md.
download15deployed_code—star156
personjakexiaoAPI key: unconfirmed
aippt
AIPPT - Customized PPT generation based on templates. Placeholder images to define style → Prompt words replace content → AI generates images → Package into PPTX.
download15deployed_code—star50