Automation
Task automation and scripting
fp-learn
by Nlea
Add a learning layer to FP project planning. Use when the user asks to "plan with learning goals", "learn while building", "fp-learn", "add learning to plan", or wants to track what they're learning during a project. Wraps around fp-plan/fp-implement/fp-review to classify tasks as DIY or delegate, track progress per phase, and generate quizzes.
eigenlayer
by hairyf
EigenLayer restaking protocol—strategies, delegation, EigenPods, AVSs, operator sets, slashing, rewards, and multichain.
status-reporter
by scaleto
Generates automated reports on the status and health of the Skill Conglomerate.
writing-plans
by eyadsibai
Use when you have a spec or requirements for a multi-step task, before touching code
modal
by eyadsibai
Use when "Modal", "serverless GPU", "cloud GPU", "deploy ML model", or asking about "serverless containers", "GPU compute", "batch processing", "scheduled jobs", "autoscaling ML"
using-ltk
by eyadsibai
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
cellxgene-census
by hxk622
Query the CELLxGENE Census (61M+ cells) programmatically. Use when you need expression data across tissues, diseases, or cell types from the largest curated single-cell atlas. Best for population-scale queries, reference atlas comparisons. For analyzing your own data use scanpy or scvi-tools.
hs-req-facilitator-skill
by damienCronw
Use this skill when users want to analyze, clarify, or improve requirements documents. Works well for projects with unclear requirements, missing specifications, or multiple requirement documents that need consolidation. Automatically generates spec-workflow format requirements documents. Activate when users mention "requirements", "specifications", "analyze needs", or "clarify ambiguous requirements".
deeptools
by hxk622
NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization.
using-superpowers
by hxk622
"开始任何对话时使用 - 确立如何查找和使用技能。在任何响应之前（包括澄清问题）都需要调用 Skill 工具。Use when starting any conversation - establishes how to find and use skills. If a skill might apply (even 1% chance), you MUST invoke it."
scvi-tools
by hxk622
Deep generative models for single-cell omics. Use when you need probabilistic batch correction (scVI), transfer learning, differential expression with uncertainty, or multi-modal integration (TOTALVI, MultiVI). Best for advanced modeling, batch effects, multimodal data. For standard analysis pipelines use scanpy.
subagent-driven-development
by hxk622
"在当前会话中执行包含独立任务的实施计划时使用。每个任务派送新的子Agent，并进行两阶段审查。Use when executing implementation plans with independent tasks - dispatch fresh subagent per task + two-stage review (spec then quality)."
ansible-workflow
by ilude
Ansible automation workflow guidelines. Activate when working with Ansible playbooks, ansible-playbook, inventory files (.yml, .ini), or Ansible-specific patterns.
requesting-code-review
by hxk622
"完成任务、实现主要功能或合并前使用，验证工作是否满足要求。Use when completing tasks, implementing major features, or before merging to verify work meets requirements. Review early, review often."
docx
by Dedalus-ERP-PAS
"Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks"
writing-plans
by hxk622
"当有多步骤任务的规格或需求时使用，在动代码之前。编写全面的实施计划，假设工程师对代码库零上下文。Use when you have a spec or requirements for a multi-step task, before touching code. Write comprehensive implementation plans."
pydeseq2
by hxk622
Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA plots, for RNA-seq analysis.
executing-plans
by hxk622
"当有书面实施计划需要执行时使用，在单独会话中执行并设置审查检查点。Use when you have a written implementation plan to execute in a separate session with review checkpoints. Batch execution with checkpoints for architect review."
scanpy
by hxk622
Standard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, and visualization. Best for exploratory scRNA-seq analysis with established workflows. For deep learning models use scvi-tools; for data format questions use anndata.
shell-workflow
by ilude
Shell script workflow guidelines. Activate when working with shell scripts (.sh), bash scripts, or shell-specific tooling like shellcheck, shfmt.
bun-first
by academind
Describes efficient usage of Bun and Bun APIs instead of Node.js (and its APIs)
diffdock
by hxk622
Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual screening, for structure-based drug design. Not for affinity prediction.
claude-code-workflow
by ilude
Claude Code AI-assisted development workflow. Activate when discussing Claude Code usage, AI-assisted coding, prompting strategies, or Claude Code-specific patterns.
microsim-utils
by vishalsachdev
Utility tools for MicroSim management including quality validation, screenshot capture, icon management, and index page generation. Routes to the appropriate utility based on the task needed.