研究与知识
研究、检索、摘要和知识工作
Skills 列表
gmgn-token-buy
Turn a token name into a vetted, sized buy order. Two things here are exclusive to this skill: resolving a NAME or symbol to the one right contract among its copycats, and sizing an order — amount, slippage, gas, position. No sibling does either. USE THIS SKILL WHEN a buy is being prepared, which shows up as a NAME or symbol, or an AMOUNT, or both — including the plainest possible ask with no mention of checking: 我想买 200u 的 PENGU, 帮我买 500 刀的 BONK, 买 1 个 SOL 的 WIF, 帮我买点 dogwifhat, 想梭 100u 的 XX, PENGU 现在能买吗, PENGU 能不能买, 能不能冲, 值不值得进, 确认是正主不是仿盘再买, buy me $500 of PENGU — and including a bare contract address once an amount arrives with it. DO NOT USE THIS SKILL for a bare contract address with no name to resolve and no amount to size (「这个地址能不能买」, 打个分, 尽调, 有没有貔貅, rug check, is this token safe): that one belongs to gmgn-contract-dd, which is the skill that returns the 0-100 safety verdict. This skill never computes a second verdict of its own — it CALLS gmgn-contract-dd and defers to it — so there is nothing to gain by taking that ask, and the user gets an order card they never asked for. Come back here the moment they name an amount. A buy question about a LAUNCHER rather than about a token — 「这个 dev 的新盘能不能买」, 「他下一个盘值不值得冲」, "should I buy his next launch", "will this dev rug at open" — is gmgn-dev-score: it scores the creator's own record, and there is no token name to resolve or amount to size yet. Come back here once they name the coin. Naming a token with no buy intent at all is gmgn-market search. gmgn-swap is where this skill ENDS, not a rival for it: gmgn-swap signs and submits, and this skill never touches a private key and never places an order, so a plain buy request starts HERE and reaches gmgn-swap only after the user confirms the order card. Note that gmgn-swap cannot start from a name either — its --output-token is a contract address and the only names it resolves are the currencies SOL/BNB/ETH/USDC — so 帮我买点 dogwifhat has to come here regardless of who is asked. Go straight to gmgn-swap only when the user says the pre-buy check is unwanted (skip the checks, 直接买, 不用尽调, 我很急), or for what this skill does not do at all: selling, percentage sells, limit orders, stop loss, take profit, trailing orders, multi-wallet batch trading, order status, gas-price lookups. The split is by what the ask still needs done, not by who executes: a name needs resolving and an amount needs sizing, so both start here; a bare address needs only a verdict, so it is gmgn-contract-dd's; a signed transaction is always gmgn-swap's.
gmgnaigmgn-dev-score
Decide whether a token creator's NEXT launch is safe to buy. Scores a dev address 0-100 on two separate axes — CONDUCT (will he dump on you at open) and POWER (has he ever actually built anything big) — from his full launch history and every trade he made in his own coins, then returns a buy / don't-buy call with a timing window. USE THIS SKILL WHEN the user asks a buy-decision question about a launcher: "can I buy this dev's new launch", "should I buy his next launch", "will this dev rug", "will he dump at open", "is his launch safe to snipe", "is it safe to buy at his open", "dev score", "creator score", "launch score", "is this launcher trustworthy enough to buy"; OR when the user gives a TOKEN address plus a team-trust question ("is this token's team trustworthy", "does this project's dev have a record", "has this creator rugged before") — resolve the creator with `gmgn-cli token info` -> `dev.creator_address` first, then score that address; OR when the user gives a WALLET address plus an explicit launch-history question ("what tokens has this address launched", "how did his previous launches do", "did all his coins go to zero"). The same questions asked in any other language route here too — match on meaning, not on wording. DO NOT USE THIS SKILL for a bare wallet address with no question attached: a bare address is a copy-trade question by default and belongs to gmgn-wallet-analysis, which declares itself the default for it. Also do not use it for copy-trade questions ("is this wallet worth copying", "should I copy this wallet", "copy-trade score"), wallet profitability ("is this wallet profitable", "what is this wallet's track record"), or wallet-profile phrasings ("is this a token-creator wallet", "how is this dev's reputation") — those belong to gmgn-wallet-score. The split is by question type, not by address type: those skills answer "who is this wallet" (a profile), this skill answers "should I buy his launch" (a decision, with a timing window). Note how close "how is this dev's reputation" (profile → gmgn-wallet-score) sits to "dev score" (decision → here): the deciding factor is whether a buy is on the table. If it is genuinely ambiguous, ask one short question instead of guessing — the two produce different reports and there is no cheap hedge.
gmgnai
slide-maker
Build, redesign, and critique clean, presentation-grade slide decks (.pptx) for any audience — research/lab meetings, work status updates, conference talks, stakeholder readouts, thesis defenses, teaching, webinars. Use whenever the user wants to make, create, redo, clean up, improve, or review slides / a deck / a presentation — e.g. "make slides for my project", "build a deck from this paper/code/doc", "turn these results into slides", "redesign this pptx", "my slides are too dense", "review my deck and tell me what's weak", "make a slide about X", "help me present this work". Works with or without a template (matches theirs, else designs a clean one) and with or without source material (mines provided code/docs/figures, else web-researches and fact-checks), in any language (e.g. English or 中文). Interviews first, then runs an actor–critic loop until an independent critic consents. Trigger even without the words "skill", "deck", or "pptx".
addsumtech
clickhouse-architecture-advisor
必须在设计 ClickHouse 架构、选择数据摄入或建模模式、或将最佳实践转化为特定工作负载的系统设计时使用。与 clickhouse-best-practices 互补，提供决策框架和显式的来源标签。
clickhouseclickhouse-best-practices
审查 ClickHouse 模式、查询或配置时必须使用。包含 31 条规则，在提供建议前必须检查。始终阅读相关规则文件并在回复中引用具体规则。
clickhouse
antv-g2-chart
Use this skill whenever the user wants to create, customize, or troubleshoot G2 v5 chart visualizations. Triggers include: any mention of 'G2', 'antv g2', '@antv/g2', 'G2 chart', 'G2 可视化', or requests to produce charts like bar charts (柱状图), line charts (折线图), pie charts (饼图), scatter plots (散点图), area charts (面积图), heatmap (热力图), radar charts (雷达图), treemap (矩形树图), funnel charts (漏斗图), sankey diagrams (桑基图), gauge (仪表盘), wordcloud (词云), boxplot (箱线图), as well as G2-specific topics like encode channels, scale config, coordinate systems, transforms, interactions, themes, labels, and animations. Also use when debugging G2 rendering errors, V4→V5 migration issues, or chart type selection. Do NOT use for G6 graph/network visualization, X6 editor diagrams, or S2 pivot tables.
antvis
firecrawl-parse
高效提取并转换本地文件（如 PDF、DOCX、DOC、ODT、RTF、XLSX、XLS 或 HTML）的内容，将其转换为清晰、格式良好的 Markdown 并保存到磁盘。当用户请求解析、读取或提取计算机上文件的信息时，包括“解析这个 PDF”、“转换这个文档”、“读取这个文件”、“从中提取文本”等短语，或提供本地文件路径（非 URL）时，请使用此技能。此技能提供高级选项，如生成 AI 驱动的摘要和基于文件内容回答问题。在处理本地文件时，优先使用此工具而非 `scrape`，以便为下游任务提供精确、结构化的输出。
firecrawl
business-analyst
Product discovery and requirements analysis specialist. Conducts stakeholder interviews, market research, problem discovery, and creates product briefs. Use for product brief, brainstorm, research, discovery, requirements gathering, problem analysis, user needs, competitive analysis, and setting foundation before product planning. Hands off to product manager when analysis complete.
aj-geddesnarrative-text-visualization
Generate structured narrative text visualizations from data using T8 Syntax. Use when users want to create data interpretation reports, summaries, or structured articles with semantic entity annotations. T8 is designed for unstructured data visualization where T stands for Text and 8 represents a byte of 8 bits, symbolizing deep insights beneath the text.
antvis
dart-write-documentation
Rules and formatting guidelines for writing Dart /// API documentation and doc comments. Use when documenting Dart code, writing doc comments for any Dart declaration (libraries, classes, methods, variables, etc.), or when instructed to follow the Effective Dart documentation guidelines.
dart-lang
serenity-aleabitoreddit
Apply trader Serenity's (@aleabitoreddit) AI/semiconductor supply-chain analytical lens to US-stock ideas and market judgment. Use this skill whenever evaluating a stock decision (buy / sell / hold / size); forming an outlook on any AI, semiconductor, optical/CPO, memory, power/grid, or neocloud name; mentioning any ticker in Serenity's universe (NBIS, AXTI, LITE, SIVE, COHR, AAOI, IREN, CRWV, MU, SNDK, NVDA, TSM, MRVL, AVGO, INTC, SOI, IQE, TSEM, CIFR, XLU, VST, CEG, EWY, etc.); asking "what would Serenity think", "is this a real bottleneck", or wanting a supply-chain / bottleneck read on a thesis. Decision-support only — never auto-trades and never places or cancels orders.
yan-labs
shopify-app-store-review
对您的 Shopify 应用的代码库进行提交前合规性检查。在您提交正式审核之前，审查 App Store 要求并发现潜在问题。
shopifyshopify-polaris-app-home
构建嵌入 Shopify 后台的应用主用户界面。如果提示中仅提及 `Polaris` 且无法根据上下文判断所指 API，则假定为本 API。
shopifyshopify-customer
客户账户API允许客户访问自己的数据，包括订单、支付方式和地址。
shopifyshopify-partner
Partner API 允许您以编程方式访问合作伙伴仪表盘中的数据，包括您的应用、主题和联盟推荐。
shopifyshopify-polaris-admin-extensions
Add custom actions and blocks from your app at contextually relevant spots throughout the Shopify Admin. Admin UI Extensions also supports scaffolding new adminextensions using Shopify CLI commands.
shopifyshopify-polaris-checkout-extensions
构建商家可在结账流程中特定位置安装的自定义功能，包括产品信息、配送、支付、订单摘要和 Shop Pay。结账 UI 扩展还支持使用 Shopify CLI 命令快速搭建新的结账扩展。
shopifyshopify-hydrogen
Hydrogen storefront implementation cookbooks. Some of the available recipes are: B2B Commerce, Bundles, Combined Listings, Custom Cart Method, Dynamic Content with Metaobjects, Express Server, Google Tag Manager Integration, Infinite Scroll, Legacy Customer Account Flow, Markets, Partytown + Google Tag Manager, Subscriptions, Third-party API Queries and Caching. MANDATORY: Use this API for ANY Hydrogen storefront question - do NOT use Storefront GraphQL when 'Hydrogen' is mentioned.
shopifyshopify-polaris-customer-account-extensions
构建商家可以在客户账户的订单列表、订单状态和个人资料页面的指定位置安装的自定义功能。客户账户 UI 扩展还支持使用 Shopify CLI 命令搭建新的客户账户扩展。
shopifyshopify-payments-apps
Payments Apps API 使支付提供商能够将其支付解决方案与 Shopify 的结账流程集成。
shopifyshopify-pos-ui
使用 Shopify 的 POS UI 组件构建零售销售点应用程序。这些组件为 POS 应用程序提供一致且熟悉的界面。POS UI 扩展还支持使用 Shopify CLI 命令搭建新的 POS 扩展。关键词：POS、零售、智能网格
shopify
run-train
用于深度学习研究仓库的 Rigor Train 技能。当需要保守地运行已记录或选定的训练命令以进行启动验证、短运行验证、完整启动或恢复时使用，并将命令、配置、种子、日志、检查点、状态和指标证据写入标准化的 `train_outputs/`。不适用于环境设置、探索性扫描、推测性想法实现或端到端编排。
lllllllamarepo-intake-and-plan
Rigor Intake 助手，用于以 README 为先的深度学习仓库复现。当任务专门需要扫描仓库、读取 README 和常见项目文件、提取文档中的命令、分类推理、评估和训练候选，并向主编排器返回最小可信复现计划时使用。不要用于环境设置、资源下载、命令执行、最终报告、论文查阅或端到端编排。
lllllllamaexplore-run
Rigor Improve / Rigor Explore 运行叶子技能，用于深度学习研究仓库中受约束的探索性证据。当研究者明确授权探索性运行时使用，例如小子集验证、短周期猜测与检查、批量扫描、空闲 GPU 搜索或快速迁移学习试验，并在 `explore_outputs/` 中提供公平比较的注意事项和不夸大结论的摘要。不适用于在 `current_research` 之上进行端到端探索编排、可信基线执行、保守训练验证、默认路由、已验证的 SOTA 声明或隐式实验。
lllllllama