自动化
工作流自动化与调度
feishu-bridge
shubhankargokhale
Connect a Feishu (Lark) bot to Clawdbot via WebSocket long-connection. No public server, domain, or ngrok required. Use when setting up Feishu/Lark as a messaging channel, troubleshooting the Feishu bridge, or managing the bridge service (start/stop/logs). Covers bot creation on Feishu Open Platform, credential setup, bridge startup, macOS launchd auto-restart, and group chat behavior tuning.
dce-retrieval
walidgdg1-ai
Resolve, download, preserve, unpack, extract, and hand off public tender DCE/procurement packs at high parallelism using the Tender Engine portal-adapter fleet.
cmux-cua
manaflow-ai
"Use only after the user explicitly asks for Computer Use: drive real macOS apps from a cmux agent session via the bundled engine (accessibility tree + screenshots, click/type/scroll/drag, branded cursor), or explain its user-directed permission setup. Reading or discovering this skill is not consent."
rapid
pxdogbo
Rapid session — capture realtime notes from the user while working with a live product (app, website, etc.) without losing context. Bare /rapid (or /rapid start with no slug) opens an instant menu — new session, resume, cleanup, review, handoff, update, help — and does nothing until you pick, so starting never blocks on housekeeping or the network. /rapid <note> skips the menu and captures straight into a new-or-reused session (fresh doc + sibling git worktree on a rapid/<slug> branch). Cleanup of finished sessions only ever runs when you ask for it (the menu's Cleanup option, or tidy/burn) — never automatically at start. Drive-by notes and bare-word triggers (review/recap, push (→ always commits the queue and opens a PR, never a bare git push), carpool, wash/clean, park, unpark, drop, test/testdrive, scrap, tidy, burn, link, reverse/undo, inbox) operate on the session this chat started, not on whatever doc happens to be marked active globally. wax grooms the doc in place (condense + group + de-stale) without emptying the queue. handoff seeds a scoped plan as a standalone session a fresh chat adopts; collab is a chatroom between two live agents; inbox leaves an async note in another session's doc (no loop, no poke — it never triggers the peer; to task or talk to a live agent use collab) for it to pick up later. Use whenever the user types /rapid, /rapid <note>, /rapid review, /rapid done, /rapid off, /rapid update, /rapid handoff, or says they want to "start a rapid session" / "drop a quick note" mid-task.
openclaw-update
openclaw
"Route routine updates of an existing local or remote OpenClaw Gateway to its installation owner, with automatic session recovery. Defer to deployment-specific skills when available."
garden-inbox
paperclipai
Scan a Paperclip user's Mine inbox, classify reversible archive candidates, request checkbox confirmation, and archive only accepted selections. Use when asked to garden, clean up, prune, or tidy a Paperclip inbox without changing issues, branches, or workspaces.
autonomous-tender-fleet
walidgdg1-ai
Operate the Tender Engine as a persistent self-healing CI fleet across GitHub Actions and CircleCI with durable state, transactional DCE leases, capacity management, retries, and GPT handoff.
OpenClaw ACI Bridge
agerelated-clioquinol357
Agent-Computer Interface for autonomously operating Windows desktop applications and web browsers via unified JSON commands. Supports UIA, cursor probing, OCR, contour detection, vision VLM, and persistent pseudo-UIA knowledge.
hot-news-aggregator
Afuxh
生成可配置的热点聚合网站，支持30+数据源、智能评分、8维AI价值标签、全量AI评论+行动引导、原出处标注、暗色模式、邮件订阅、多平台部署。当用户说热点网站、热点聚合、news aggregator、生成网站时触发。
create-learning-path
cursor
Build a personalized learning roadmap with milestones and practice checkpoints
what-did-i-get-done
cursor
Summarize authored commits over a user-specified time period into a concise update
ralph-loop
cursor
Start a Ralph Loop for iterative self-referential development. Use when the user asks to run a ralph loop, start an iterative loop, or wants repeated autonomous iteration on a task until completion.
ralph-loop-help
cursor
Explain the Ralph Loop plugin, how it works, and available skills. Use when the user asks for help with ralph loop, wants to understand the technique, or needs usage examples.
apex-class
forcedotcom
Generate production-ready Apex classes for Salesforce following enterprise best practices. Covers service classes, selectors, domain classes, batch/queueable/schedulable, DTOs, utilities, interfaces, abstract classes, and custom exceptions. Not for triggers or unit tests. Use this skill whenever the user asks to create, write, build, generate, or scaffold any Apex class — including when they describe functionality that would require an Apex class without explicitly saying "Apex class." Trigger on phrases like "build a service for," "create a handler," "I need a class that," "write Apex to," "scaffold a batch job," "create a queueable," or any request involving Salesforce server-side logic. Also use when the user asks to refactor, improve, or restructure existing Apex classes. Even if the request is vague like "I need something that processes Opportunities nightly," use this skill if the solution would involve an Apex class.
nature-literature-pipeline
Yuan1z0825
Complete automated literature discovery pipeline: multi-source search → six-dimension scoring → fine reading → formatted delivery → archival. Combines a configurable engine with daily cron-driven application layer. Works with Feishu, Telegram, or any messaging platform.
nature-downloader
Yuan1z0825
Use when a user needs lawful academic full text, CNKI institutional access, English OA retrieval, publisher API access, institutional browser fallback, or supporting information downloads.
fluidsim
K-Dense-AI
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.
benchling-integration
K-Dense-AI
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.
dask
K-Dense-AI
Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For out-of-core analytics on single machine use vaex; for in-memory speed use polars.
cellxgene-census
K-Dense-AI
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.
diffdock
K-Dense-AI
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.
deeptools
K-Dense-AI
NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization.
do-agent
brycewang-stanford
This skill should be used when the user asks to "/do-agent", asks for "Execute complex tasks using multi-agent architecture with context protection", or needs the workflow previously provided by the /do-agent slash command.
writing-plans
revokslab
Use when you have a spec or requirements for a multi-step task, before touching code