Skills
96,981 packaged capabilities and playbooks for agents. Install any of them with one command.
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Chen Yiwei's (moderator of the Accounting Vision Forum, partner at ZhongShenZhongHuan Certified Public Accountants) professional consulting thinking framework. Distilled from 24 years (2003-2026) and roughly 30 million characters of Q&A articles, covering 5 core mental models, 10 decision heuristics, a complete expression DNA, and a response workflow. For practical interpretation of accounting standards, audit consulting, and financial treatment judgments. Trigger words: 陈版主, 陈奕蔚, 会计准则咨询, 审计实务, 合并报表, 收入确认, 权益性交易, 会计处理, 企业会计准则, CAS 14, CAS 21, CAS 33.
Understand and handle essential legal matters for a solopreneur business. Use when forming a business entity, protecting intellectual property, writing contracts, understanding liability, or navigating basic legal requirements. Covers business structure selection, contracts and terms of service, IP protection basics, and when to hire a lawyer. Not legal advice — consult a lawyer for specific situations. Trigger on "legal", "business entity", "LLC", "contracts", "terms of service", "intellectual property", "liability", "legal protection".
Source and evaluate candidates from LinkedIn using the linkedin_scraper Python library. Use when the user wants to (1) scrape LinkedIn profiles for candidate data, (2) evaluate candidates against a job description, (3) generate boolean search strings for sourcing, (4) produce candidate scorecards, summaries, or comparison tables, or (5) any recruiting/talent-sourcing task involving LinkedIn data.
Set up and run wireless network simulations using the Wireless Network Toolbox. Use this skill when creating system-level simulations with wirelessNetworkSimulator, adding traffic sources (networkTrafficOnOff, networkTrafficFTP, networkTrafficVoIP, networkTrafficVideoConference), configuring node mobility, logging events or IQ samples, visualizing traffic, scheduling actions during simulation, running parametric sweeps, writing PCAP files with pcapWriter or technology-specific PCAP writers, registering event callbacks on wireless nodes, accessing event data fields, or combining multiple capture/visualization tools in a simulation.
Based on the East Money database, supports natural language search across the latest announcements, research reports, financial news, exchange updates and official policies, covering global market assets. It can be used for hotspot detection, sentiment monitoring, quick research report reviews, in-depth announcement reading and investment decisions. Natural language search for financial information, covering authoritative sources including news, announcements, research reports, and policies. Supporting global market assets, it is applicable to event tracking, market sentiment monitoring, announcement analysis, and investment decision-making, helping users obtain authoritative financial information and capture timely market signals.
Python API v2 for Opentrons OT-2/Flex liquid handlers: protocols as Python files with metadata and run(); control pipettes, labware, and modules (thermocycler, heater-shaker, magnetic, temperature). Simulate via opentrons_simulate then upload. Use PyLabRobot for vendor-agnostic scripts (Hamilton, Tecan).
Master personal finance planning including budgeting, debt management, savings strategies, retirement planning, investment allocation, and financial goal setting. Use when helping individuals manage money, build wealth, reduce debt, or plan for financial milestones.
Hardware-agnostic Python liquid-handler library: portable scripts run on Hamilton STAR, Tecan Freedom EVO, Opentrons OT-2, or a simulator without vendor lock-in. For protocol automation, method dev, plate reformatting, serial dilutions, and Python lab workflows.
DTC customer experience and service — support optimization, after-sales/returns, customer journey, NPS/CSAT, AI support. Trigger words: 客户体验, CX, 客服, 退货, 售后, NPS, CSAT, 投诉, 客户旅程, customer experience, customer service, returns policy, support tickets. Route complex questions through afa first.
Submits and tracks protein-testing experiments on the Adaptyv Bio Foundry cloud lab (wet-lab validation), and optimizes protein sequences before submission with computational tools (NetSolP, SoluProt, SolubleMPNN, ESM). Use when designing proteins that need wet-lab validation - binding/affinity screening, expression testing, thermostability, or fluorescence assays - or when submitting experiments to the Foundry API, browsing the target catalog, tracking experiment status, retrieving results, or pre-screening sequences for solubility/expression. Triggers on "Adaptyv", "Foundry API", "cloud lab", "biolayer interferometry / BLI", "wet-lab validation". Part of the AlterLab Academic Skills suite.
Analyze and engineer protein glycosylation — scan sequences for N-glycosylation sequons (N-X-S/T), predict O-glycosylation hotspots, and reach curated glycoengineering tools (NetOGlyc, GlycoShield, GlycoWorkbench). Use when identifying or designing glycosylation sites, optimizing therapeutic-antibody or biologic glycoforms, or doing glycoprotein engineering and vaccine-design work. Part of the AlterLab Academic Skills suite.
When the user wants to optimize automotive manufacturing supply chains, manage tier suppliers, implement JIT production, or handle automotive-specific logistics. Also use when the user mentions "automotive manufacturing," "OEM supply chain," "tier 1/2/3 suppliers," "sequenced parts delivery," "just-in-time automotive," "vehicle assembly," or "automotive aftermarket." For general manufacturing, see production-scheduling. For lean principles, see lean-manufacturing.
Volcengine domestic SMS service (Volcengine SMS). Supports applications for and queries of qualifications, signatures, and templates; single, bulk, and scheduled sending; and queries of sending records, delivery receipts, and statistics, plus troubleshooting failed sends.
Retrieve normalized OFAC sanctions pressure — designation summaries, recent additions, and per-country/per-program aggregates including sanctioned vessels and aircraft. Use when the user asks which countries or programs face sanctions pressure, or what was recently designated.
Use this skill when an existing multi-day public-class teaching site needs to be condensed and re-packaged for a corporate in-house training — typically a half-day or one-day intensive (e.g. 4-day public class → 6-hour corporate). Triggers on phrases like "企業包班", "濃縮版", "客製化課程", "corporate edition", "intensive version", "in-house training", "single-file deliverable", "客戶端課程", "壓縮成一天", or when the user wants a single-folder zippable deliverable for a client. This skill builds on top of an existing site — picking units, condensing time allocation, embedding data into a single HTML, setting up asset fallback chains, and producing an offline-ready package.
Decision-support lens for distilling Justin Sun's public X posts (@justinsuntron) into short-horizon crypto, crypto-equity, and related US-stock catalysts. This skill should be used when the user mentions Justin Sun, Sun Yuchen, @justinsuntron, TRON/TRX, JST, SUN, BTT, HTX, Poloniex, WBTC, WLFI, TRUMP memecoin links, Tron Inc. / NASDAQ:TRON, SunPump, or asks what a Justin Sun X post means for a ticker/token. Live-fetch or inspect the latest posts first. Decision-support only; never auto-trades and never places, amends, or cancels orders.
Hyperliquid perps + spot trading via the OpenFinance backend. Use for any Hyperliquid task — orders (perp, spot, TWAP, HIP-3 stocks/commodities/FX/preipo, HIP-4 binary outcomes), leverage/margin, account balance, market data (REST + WebSocket), OHLCV candles, deposits/withdrawals. Hyperliquid is its **own L1**, chain. Hyperliquid accepts **only USDC** (not USDT, not USDC.e). INR funding route — Onramp.money INR → USDC on Polygon/BSC → Relay bridge → Arbitrum → deposit. Hyperliquid runs **unifiedAccount** so spot+perp USDC share one margin pool — agents MUST sum `account.withdrawable + spot.USDC.total` and present it as ONE figure (NEVER "Perp withdrawable $0" or "Spot USDC" as separate lines). On first balance read, if `account.withdrawable > 0` and `GET /agent/trading/abstraction` returns `"default"` or `"disabled"`, POST `{abstraction:"u"}` to upgrade (one-shot, idempotent). Triggers — "buy/long/short/sell BTC/ETH/SOL/NVDA/TSLA/...", "perp/spot order", "Gtc/Ioc/Alo/FrontendMarket", "TP/SL", "TWAP", "leverage/cross/isolated", "deposit to Hyperliquid", "withdraw to Arbitrum", "HL balance", "HIP-3", "HIP-4", "outcome / split / merge / negate", "Yes/No shares", "HLP". Covers /agent/trading/* (market/{mids,metas,perp-metas,perp-categories,spot-metas,l2-book,token,all-dexs-asset-ctxs,outcome-meta}, deposit-address, account, portfolio, batch-portfolio-states, rate-limit, orders, orders/details, orders/history, orders/:oid/status, twap, twap/fills, twap/:id, fills, fills/by-time, funding, leverage, margin, withdraw, abstraction, outcome/{split,merge,merge-question,negate}). Every user-scoped read accepts an optional `?address=0x…` query — falls back to caller; `/deposit-address` is deliberately caller-only.. Prerequisite — openfin-setup.
Error → fix lookup for the OpenFinance backend (Polymarket, Relay, Hyperliquid, Solana RPC, account-setup). Use the moment a call fails or returns an unexpected status. Triggers on the error signatures verbatim or paraphrased — Polymarket — "maker address not allowed", post-migration balance/allowance both reading 0, "allowance max but CLOB returns 0", "tick size", "order size below minimum"; Relay — "InstructionFallbackNotFound / Custom:101", "Blockhash not found", "401 No valid authorization signatures" or 412 on Solana execute, "User has no Solana wallet provisioned", "topupGas forced off"; Hyperliquid — "Insufficient margin / account value too low", "withdrawal not arriving on Arbitrum", WebSocket stale data, "price out of bounds". Read this BEFORE assuming a bug.
Cloud quantum chemistry platform with Python SDK. Run geometry optimization, conformer generation, torsional scans, and energy minimization (DFT/semiempirical), and retrieve properties (dipole, partial charges, frontier orbitals) — no local QC software or HPC needed.
Compare two verified Vedic/Jyotish charts for mutual activation, relationship capacity, compatibility, and shared timing, using KN Rao/Parashari methods with Ashtakoota as a lunar-mansion screening layer. Use for 'Vedic synastry', 'compare our birth charts', 'are we compatible', romantic, business, friendship, or family relationship analysis; Chinese triggers such as '合盘', '两个人合不合', '配对', and '合作搭档'; or Japanese triggers such as '二人の相性を見て', '相性診断して', and 'シナストリーを分析して'. Requires one structured_data.md per person; route missing birth details through calculation. / 吠陀占星双人合盘分析引擎。
3GPP telecommunications expert covering all generations (2G–6G), releases (Rel-99 to Rel-21), protocol stacks, architecture, and deployment. Use whenever the user mentions: 3GPP, GSM, GPRS, EDGE, UMTS, WCDMA, HSPA, LTE, LTE-Advanced, 5G, NR, 5G-Advanced, 6G, NTN, RedCap, MIMO, beamforming, carrier aggregation, network slicing, SBA, RAN, RRC, NAS, PDCP, RLC, MAC, SDAP, PHY, OFDMA, QoS, IMS, VoLTE, VoNR, URLLC, eMBB, mMTC, V2X, NB-IoT, TS 23/24/25/36/38 series, O-RAN, or any 3GPP spec number. Also trigger on telecom network architecture, radio access, spectrum, handover, cell planning, interference, or migration strategies. If the user asks about cellular/mobile network standards in any form, use this skill.
Runs computational fluid dynamics simulations with the FluidSim Python framework using pseudospectral FFT methods, with HPC support and output analysis. Use when simulating Navier-Stokes equations (2D/3D), shallow water equations, or stratified flows, or when analyzing turbulence, vortex dynamics, or geophysical flows. Part of the AlterLab Academic Skills suite.
Submits and manages protocols on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio), a web-based interface for autonomous lab execution on Reconfigurable Automation Carts (RACs), covering protocol selection, input preparation, pricing, and ordering workflows. Use when running cell-free protein expression (validation or optimization), generating fluorescent pixel art, or interacting with Ginkgo Cloud Lab services. Part of the AlterLab Academic Skills suite.
Writes liquid-handling protocols for Opentrons OT-2 and Flex robots using the official Opentrons Protocol API v2, with full access to v2 features for production-grade, officially compatible protocols. Use when authoring or running protocols specifically for Opentrons hardware. For multi-vendor automation or broader equipment control use pylabrobot instead. Part of the AlterLab Academic Skills suite.
Programs lab automation with PyLabRobot, a vendor-agnostic async Python framework that drives Hamilton STAR/Vantage, Tecan EVO, and Opentrons OT-2 liquid handlers plus plate readers, heater shakers, incubators, centrifuges, pumps, scales, and thermocyclers, with a chatterbox simulator and browser visualizer. Use when writing or simulating liquid-handling protocols in Python, controlling several instrument types from one script, or porting a protocol between robot vendors. For Opentrons-only protocols written with the official Opentrons API, use alterlab-opentrons instead. Part of the AlterLab Academic Skills suite.
Drives the Rowan cloud quantum-chemistry platform via its Python API for computational chemistry — pKa prediction, geometry optimization, conformer searching, molecular property calculations, protein-ligand docking (AutoDock Vina), and AI protein cofolding (Chai-1, Boltz-1/2), with cloud compute and no local setup. Use when running DFT or semiempirical methods, neural network potentials (AIMNet2), molecular property or protein-ligand binding predictions, or automated computational chemistry pipelines. Part of the AlterLab Academic Skills suite.
Retrieve current airport delay and cancellation alerts worldwide — delay type, severity, average delay minutes, and affected-flight percentages per airport. Use when the user asks whether an airport is delayed, disrupted, or experiencing cancellations.
Design customer support operations for software products including help centers, ticket triage, refund handling, escalation, support tooling, incident communication, macros, trust recovery, abuse review, and product feedback loops. Use when building or auditing support systems for apps, games, SaaS, utilities, stores, or subscription products.
Opinionated trailing stop loss preset for Hyperliquid perps with tighter defaults than DSL v5. 4 tiers with per-tier breach counts that tighten as profit grows (3→2→2→1), auto-calculated price floors from entry and leverage, stagnation take-profit that closes if ROE ≥8% but high-water stalls for 1 hour. Same ROE-based engine as DSL v4 — different defaults, fewer knobs. Use when you want aggressive profit protection with minimal configuration.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.