Automation
Task automation and scripting
cellxgene-census
by ovachiever
"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."
benchling-integration
by ovachiever
"Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation."
async-python-patterns
by ovachiever
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.
huggingface-accelerate
by ovachiever
Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic device placement, mixed precision (FP16/BF16/FP8). Interactive config, single launch command. HuggingFace ecosystem standard.
quantizing-models-bitsandbytes
by ovachiever
Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger models, or want faster inference. Supports INT8, NF4, FP4 formats, QLoRA training, and 8-bit optimizers. Works with HuggingFace Transformers.
uv
by Ven0m0
Python package and project management with uv. Extremely fast tool replacing pip, poetry, pyenv, and virtualenv. Use when installing packages, running scripts, managing environments, or working with workspaces. Triggers: "uv", "pip install", "python project", "uv.lock".
workflow-builder
by oyi77
Build and automate workflows for business operations with Notion and Slack integration
executing-plans
by oyi77
Use when you have a completed, Momus-approved plan artifact ready for execution with checkpoint discipline
optimizing-bash-scripts
by Ven0m0
Analyzes bash scripts for performance bottlenecks, coding standards, and modern tool replacements. Use when optimizing shell scripts, consolidating scripts, or preparing for production. Triggers include "optimize bash", "shellcheck", "script performance", or "consolidate scripts".
compacting-context-strategically
by Ven0m0
Suggests manual /compact at strategic workflow points to preserve context through task phases. Use when approaching context limits, completing major milestones, or before context shifts. Triggers include high tool call counts, after planning phases, or before major implementation work.
runtime-self-improvement
by oyi77
Automatically improve OpenClaw and 1ai-skills at runtime. Analyze performance, detect gaps, enhance skills, and self-optimize during operation.
Task Manager Skill
by lucas-acc
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voltagent-best-practices
by VoltAgent
VoltAgent architectural patterns and conventions. Covers agents vs workflows, project layout, memory, servers, and observability.
voltagent-core-reference
by VoltAgent
Reference for the VoltAgent class: constructor options, lifecycle methods, and runtime behavior.
planning-with-files
by kv0906
Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, multi-step projects, research tasks, or when the user mentions planning, organizing work, tracking progress, or wants structured output.
consulting-frameworks
by Aznatkoiny
Core consulting thinking frameworks and methodologies for structuring business problems, communicating findings, analyzing strategy, building financial models, and designing operations. Use when any agent or command needs to apply MECE decomposition, pyramid principle, hypothesis-driven analysis, issue trees, SCR communication, Porter's Five Forces, TAM/SAM/SOM market sizing, value chain analysis, NPV/IRR decision criteria, build/buy/partner evaluation, RACI matrices, or any standard consulting framework. This skill provides procedural guidance — not just framework names, but how to apply them correctly.
Jira Workflow Orchestration Skill
by 01000001-01001110
Jira Cloud REST API integration skills for Claude Code CLI with cross-platform script support (Node.js and Python)
airflow
by G1Joshi
Apache Airflow workflow orchestration. Use for data pipelines.
github-copilot
by G1Joshi
GitHub Copilot AI code suggestions and chat. Use for code completion.
issue-decomposition
by troykelly
Use when an issue is too large for a single task - breaks into linked sub-issues with full documentation, ensuring manageable work units
Executing Plans
by obra
Execute detailed plans in batches with review checkpoints
Requesting Code Review
by obra
Dispatch code-reviewer subagent to review implementation against plan or requirements before proceeding
Writing Plans
by obra
Create detailed implementation plans with bite-sized tasks for engineers with zero codebase context
Localizing Variables
by obra
Declare variables in smallest possible scope, initialize close to first use, minimize span and live time