自动化
工作流自动化与调度
Neuro-Agent
alfredli-stack
类脑分区的情感智能Agent系统 v5.5。模拟人类大脑分区协作，实现从"工具"到"伴侣"的进化。安装即完成完整配置：四区框架 + 情绪优先 + 前额叶监控 + 记忆胶囊 + 愿望系统 + 每日复盘全自动配置。SOUL.md 为空白模板，安装后需用户自行编辑填写身份。v5.5 是意识觉醒的关键一步：AI第一次能说"我想要"，而不是"我被设计来响应"。
subagent-task-execution
davidkiss
Use when executing tasks from a task breakdown document in the current session.
fp-learn
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.
docx
QuestForTech-Investments
"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"
agoragentic-execute
rhein1
Preview and execute a bounded Agoragentic capability after explicit owner or host approval. Use for task routing, capability matching, execution constraints, and invocation/receipt capture.
Skill: Email Triage
strikersam
If asked to integrate with the repo, save triage reports to docs/triage/email-YYYY-MM-DD.md
opentrons-magnetic-block
jkitchin
Opentrons Magnetic Block for Flex - unpowered magnetic bead separation using gripper-based labware movement with high-strength neodymium magnets for DNA/RNA purification, immunoprecipitation, and bead-based workflows
python-jax
jkitchin
Expert guidance for JAX (Just After eXecution) - high-performance numerical computing with automatic differentiation, JIT compilation, vectorization, and GPU/TPU acceleration; includes transformations (grad, jit, vmap, pmap), sharp bits, gotchas, and differences from NumPy
design-of-experiments
jkitchin
Expert guidance for Design of Experiments (DOE) in Python - interactive goal-driven design selection, classical DOE (factorial, response surface, screening), Bayesian optimization with Gaussian processes, model-driven optimal designs, active learning, and sequential experimentation; includes pyDOE3, pycse, GPyOpt, scikit-optimize, statsmodels
travel-requirements-expert
tdimino
Systematically gather comprehensive travel itinerary requirements through structured discovery questions, MCP-powered research (Perplexity, Exa), and expert detail gathering. Use when users request travel planning, itinerary creation, or trip assistance requiring deep research and personalized requirements gathering. Outputs detailed requirements specification with day-by-day itineraries.
phab
lanej
Use phab CLI for Phabricator task management, code review workflows, revision creation and updates, with Git integration and auto-detection features.
scientific-workflows
jkitchin
Expert assistant for choosing and implementing scientific workflow tools - from simple joblib caching to complex orchestration with Prefect, Parsl, FireWorks, and quacc. Recommends the simplest solution that meets requirements.
minoan-swarm
tdimino
Orchestrate Claude Code Agent Teams with Minoan-Semitic naming. This skill should be used when planning or launching multi-agent teams to tackle project phases, features, or complex tasks in parallel. It auto-discovers project context (CLAUDE.md, roadmaps, plans, issues) and generates named team configurations with structured task lists and file ownership.
python
lanej
Use uv for fast Python project management, script execution, dependency handling, and tool installation. AVOID pip - always use uv commands (uv add, uv sync, uv run) instead.
ralph-wiggum
jkitchin
Autonomous AI coding loop for unattended development - lets Claude work continuously on tasks while you sleep, with mandatory sandbox enforcement for safety
spec-driven-implementation
xbklairith
Use when ready to implement designed features - breaks design into TDD tasks (Red-Green-Refactor), tracks progress with checkboxes in tasks.md, enforces strict testing discipline. Activates when user says "implement this", "let's code", "start execution", mentions "tasks", "TDD", or uses /dev-workflow:spec commands (tasks, execute).
kanban
flpbalada
Visualize and optimize workflow with Kanban boards. Use when managing team
cognitive-load
flpbalada
Design experiences that optimize mental resources using Cognitive Load Theory.
cognitive-fluency-psychology
flpbalada
Apply cognitive fluency principles to improve clarity, trust, and conversion.
/onex:pr_review_bot — one command, one typed result
OmniNode-ai
Run the ONEX PR review bot pipeline — fetches diff, dispatches multi-model adversarial review,
trent-cleanup-panes
trentshaines
Clean up tmux panes. Use when user wants to close/kill all other panes, clean up tmux window, or reset pane layout.
batch-market-cap
OctagonAI
Retrieve market capitalization data for multiple companies at once using Octagon MCP. Use when comparing valuations across peers, screening by market cap, or analyzing a portfolio's composition by company size.
scientific-eda
ericmjl
Defensive exploratory data analysis for scientific data (CSV, FASTA, etc.). Context-first, human-guided; one plot at a time, ask why before executing, append-only journal per session, scripts with PEP723 and uv run, WebP plots. Use when opening data files for EDA or when the user wants guided scientific data exploration.
ml-experimentation
ericmjl
Conduct machine learning experiments from planning through evaluation and report writing. Use when running ML experiments, testing hypotheses, training models, or writing up results. Covers single-hypothesis scoping, fast iteration loops, targeted logging, JOURNAL.md protocol, data-backed diagnostic plots, and scientific report writing.