Automation
Task automation and scripting
aif-plan
by lee-to
Plan implementation for a feature or task. Two modes — fast (no branch) or full (git branch + plan). Use when user says "plan", "new feature", "start feature", "create tasks".
aif-improve
by lee-to
Refine and enhance an existing implementation plan with a second iteration. Re-analyzes the codebase, checks for gaps, missing tasks, wrong dependencies, and improves the plan quality. Use after /aif-plan to polish the plan before implementation.
cron
by HKUDS
Schedule reminders and recurring tasks.
Bun Runtime
by secondsky
Use for Bun runtime, bunfig.toml, watch/hot modes, env vars, CLI flags, and module resolution.
capture
by youlianvr
"Captures and organizes chaotic brain dumps into a structured, actionable system with zero information loss. Use this skill whenever the user says 'capture this', 'brain dump', 'let me dump some ideas', 'I've got a bunch of thoughts', 'here's everything on my mind', 'idea dump', 'let me get this out of my head', 'I need to organize my thoughts', 'here's what I'm thinking', or any variation where someone is unloading a messy stream of ideas, tasks, thoughts, and plans wanting them turned into something coherent. Also trigger when the user pastes or dictates a long, unstructured block of mixed ideas — even without the exact phrase — the intent is the same. Fast-to-action by design: no upfront intake. Output is four sections (Projects/Ideas, Tasks, Connections, How I Can Help) ending with a directive question. Asks at most one mid-organization clarifying question when a single item is genuinely ambiguous between task and project."
diagram-generator
by youlianvr
generate, refine, validate, and render diagrams from natural language, notes, code snippets, schemas, tables, or existing diagram source. use for flowcharts, swimlanes, sequence diagrams, state diagrams, er diagrams, class diagrams, architecture/c4-style diagrams, dependency graphs, gantt charts, mind maps, user journeys, sankey-style flows, org charts, network graphs, and other visual models. supports mermaid by default, graphviz dot for complex graph layout, plantuml for uml-heavy engineering diagrams, and svg output when direct markup is more reliable.
executing-plans
by youlianvr
"Full planning-to-execution pipeline: write an implementation plan from a spec, persist it as files, execute tasks with verification, and report. Combines plan writing, file-based context management (Manus-style), and plan execution. Use when starting a multi-step task that needs a written plan."
fable-loop
by youlianvr
End-to-end workflow that describes the way Fable ran sessions - parallel evidence subagents when the host supports them, one committed plan, surgical execution with an intent gate, adversarial verification, honest outcome-first report. Use for non-trivial multi-step tasks when the user says "/fable-loop", "run the fable loop", or "do this the way Fable would". For the rules alone without orchestration, use fable-method; for the plain task cycle without subagents, use task-cycle; for large multi-phase projects, prefer the GSD workflow and use this inside phases.
ask-nodumb
by youlianvr
"Load when the user asks to invent, discuss, or rework a product/interface: new feature, screen, flow, redesign, concept, UX, navigation principle, product strategy; asks 'what question to ask', 'how to design', 'where to start'; request immediately proposes a solution; options seem equivalent — even if they don't call it design/product task but ask 'invent' or 'redo'. Do not use for executing an agreed solution, targeted visual edit (color, size, font), and technical implementation without a product fork."
agent-designer
by youlianvr
"Use when the user asks to design a multi-agent system, pick an orchestration pattern (supervisor/swarm/pipeline), generate tool schemas for agents, or evaluate agent execution logs for cost, latency, and failure bottlenecks. Examples: 'design an agent architecture for research automation', 'generate Anthropic tool schemas from these tool descriptions', 'analyze these agent run logs for bottlenecks'. NOT for Claude Code workflow files (use orchestrator)."
find-skills
by youlianvr
Search for agent skills by natural language description. Use when looking for a skill to solve a specific task, unsure which skill to load, or want to discover relevant skills. find a skill, similar skill, search skills, find skill.
tr
by bfly123
Execute current step in AutoFlow workflow. Use when running /tr or continuing task execution.
review
by bfly123
Dual review with Claude and Codex for quality verification. Use for step or task review.
writing-agents
by aaddrick
Use when creating new agents, editing existing agents, or defining specialized subagent roles for the Task tool
build-tui-view
by hatchet-dev
Provides instructions for building Hatchet TUI views in the Hatchet CLI.
cellxgene-census
by jimmc414
"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."
deeptools
by jimmc414
"NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization."
fluidsim
by jimmc414
Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D), shallow water equations, stratified flows, or when analyzing turbulence, vortex dynamics, or geophysical flows. Provides pseudospectral methods with FFT, HPC support, and comprehensive output analysis.
dask
by jimmc414
"Parallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing, task graphs, for larger-than-RAM datasets and parallel workflows."
benchling-integration
by jimmc414
"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."
plan-interview
by pskoett
Ensures alignment between user and Claude during feature/spec planning through a structured interview process. Use this skill when the user invokes /plan-interview before implementing a new feature, refactoring, or any non-trivial implementation task. The skill runs an upfront interview to gather requirements across technical constraints, scope boundaries, risk tolerance, and success criteria before any codebase exploration. Do NOT use this skill for: pure research/exploration tasks, simple bug fixes, or when the user just wants standard planning without the interview process.
context-extraction
by crowdin
Writes meaningful ai_context values in Crowdin JSONL files for strings that need translator context. Use when extracting context, filling ai_context fields, adding context to ambiguous strings, or working with Crowdin JSONL context files.
parallel-processing-patterns
by JosiahSiegel
Parallel and concurrent processing patterns in bash including GNU Parallel, xargs, job pools, and async patterns (2025)
docx
by aiskillstore
"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"