Scan to join WeChat grouppersonjakexiaoAPI key: unconfirmed
odin
Search memory — sends Huginn (quick grep) first, then Munin (deep agent search) if needed
download15deployed_code—star39
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
agentic-engineering
As a proxy engineer, operate using evaluation-priority execution, decomposition, and cost-aware model routing.
download15deployed_code—star82.9K
personjakexiaoAPI key: unconfirmed
web-ai-prompt-api
Chrome's built-in Prompt API implementation guide. Use Gemini Nano locally in browser for AI features - session management, multimodal input, structured output, streaming, Chrome Extensions. Reference…
download15deployed_code—star220
personjakexiaoAPI key: unconfirmed
astropy
Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological cal…
download15deployed_code—star221
personjakexiaoAPI key: unconfirmed
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
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
iterative-retrieval
To solve the context issues of sub-agents, a pattern of gradually refining context acquisition
download15deployed_code—star82.9K
personjakexiaoAPI key: unconfirmed
humanika
Use this skill when the user asks to "humanize this text", "make this sound less like AI", "fix AI writing patterns", "make this more natural", "rewrite to sound human", or mentions AI-sounding text, …
download15deployed_code—star3
personjakexiaoAPI key: unconfirmed
current-location-weather
Get current weather conditions for a location. Use this skill when users ask about weather, temperature, current conditions, forecasts, or any weather-related queries like "What's the weather?", "Is i…
download15deployed_code—star221
personjakexiaoAPI key: unconfirmed
deepchem
Molecular machine learning toolkit. Property prediction (ADMET, toxicity), GNNs (GCN, MPNN), MoleculeNet benchmarks, pretrained models, featurization, for drug discovery ML.
download15deployed_code—star221
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
agent-harness-construction
Design and optimize the action space, tool definitions, and observation formats for AI agents to improve completion rates.
download15deployed_code—star82.9K
personjakexiaoAPI key: unconfirmed
prompting
Prompt engineering standards and context engineering principles for AI agents based on Anthropic best practices. Covers clarity, structure, progressive discovery, and optimization for signal-to-noise …
download15deployed_code—star220
personjakexiaoAPI key: unconfirmed
cellxgene-census
Query CZ CELLxGENE Census (61M+ cells). Filter by cell type/tissue/disease, retrieve expression data, integrate with scanpy/PyTorch, for population-scale single-cell analysis.
download15deployed_code—star221
personjakexiaoAPI key: unconfirmed
exploratory-data-analysis
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, conten…
download15deployed_code—star221
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