数据与研究 Skills - 数据与研究 Agent Skills推荐与安装 - 第43页 - AI导哈

magpie-kernel-evaluatoramd/skillsBenchmarks LLM inference and drives GPU kernel optimization with Magpie. Use when the user wants to benchmark vLLM, SGLang, or Atom; capture torch traces; post-process inference traces with TraceLens into prefill/decode and roofline reports; identify top bottleneck kernels or map profiler names to source; analyze or compare HIP, CUDA, PyTorch, or Triton kernels; validate and rank optimized variants; run local, container, or Ray workloads; or mentions Magpie, TraceLens, gap analysis, TTFT, TPOT, kernel evaluation, or AMD GPU optimization.930 lsp-code-analysislsp-client/lsp-skillSemantic code analysis via LSP. Navigate code (definitions, references, implementations), search symbols, preview refactorings, and get file outlines. Use for exploring unfamiliar codebases or performing safe refactoring.927 claude-scientific-skillssickn33/agentic…e-skillsScientific research and analysis skills925 pestel-delta-monitordeanpeters/prod…r-skillsQuarterly re-scan of a prior PESTEL analysis. Use when checking which macro factors moved, which assumptions broke, and what's new — turning PESTEL from a workshop artifact into a radar.922 information-architecturedembrandt/dembr…t-skillsNaming, navigation, a UI that mirrors the data model, confirms for irreversible changes. Use when structuring a large application or naming its entities.922 research-deepweizhena/deep-r…h-skillsRead research outline, launch independent agent for each item for deep research. Disable task output.921 crypto-trading-botsomer-metin/skil…igravityComprehensive expertise in automated crypto trading systems, including DEX sniping bots, arbitrage strategies, MEV protection, Telegram trading bots, and anti-rug protection. Use when "trading bot, sniping bot, arbitrage bot, Telegram trading, DEX bot, MEV bot, copy trading, auto trading, token sniper, " mentioned.920 data-scientistsickn33/agentic…e-skillsExpert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.919 research-proposalluwill/research-skillsUse when the user asks to write or draft a PhD / doctoral research proposal, research plan, 研究计划书, or 开题报告 — a forward-looking plan of background, gap, research questions, methodology, timeline, and significance, in English or Chinese. Triggers: "write a research proposal", "PhD proposal", "doctoral proposal", "研究计划书", "开题报告", "写博士研究计划". The literature-corpus half of 开题报告 (exhaustive, reproducible retrieval with recall evidence) belongs to the lit-search skill; this skill consumes its outputs (dois.md / references.md — the default formatted list; references.bib only when lit-search ran with --bibtex). Not for backward-looking literature reviews / 综述 / surveys (use medical-imaging-review). For grant applications (国自然/NSF) it drafts and structures the CONTENT (立项依据/研究内容/…) but never fills a funder's own form system or budget tables.911 asc-analytics-reportsrorkai/app-stor…i-skillsCollect, download, and verify App Store Connect Analytics reports with asc. Use when users need to discover analytics report requests, select report instances by processing date or granularity, download every segment, or verify downloaded files against Apple's size and MD5 metadata before analysis.908 creationix-rx-data-storereason-machines/trending-skillsExpert skill for using RX, an embedded data store for JSON-shaped data with random-access reads, no-parse lookups, and a text-safe binary encoding format.907 neo4j-getting-started-skillneo4j-contrib/n…j-skillsOrchestrates zero-to-running-app in 8 stages — prerequisites → context → provision → model → load → explore → query → build. Each stage reads its own reference file. Supports HITL and fully autonomous operation. Use when starting a new Neo4j project from scratch, provisioning Aura, generating synthetic data, building a notebook or app, or running the full onboarding pipeline. Time budget ≤15 min autonomous, ≤90 min HITL. Does NOT cover Cypher query authoring — use neo4j-cypher-skill. Does NOT cover driver upgrades or Cypher migration — use neo4j-migration-skill. Does NOT cover CLI/admin tasks on an existing DB — use neo4j-cli-tools-skill.905 loading-states-and-perceived-performancedembrandt/dembr…t-skillsSpinners, skeletons and staggered reveals that manage wait times. Use when designing loading states, async data or the feel of a slow interface.902 reverse-engineersickn33/agentic…e-skillsExpert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains.901 creating-agents-in-medusamedusajs/medusa…t-skillsUse when building an internal admin-facing AI agent in a Medusa project. These agents are operated by merchants and store operators — not customers. Covers data models, module service, agent runtime (tools, system prompt, streamText), streaming API routes (NDJSON), and admin UI chat extensions. Load for any internal agent type: store operations assistant, product audit, cohort analysis, customer service tooling for support staff, etc. Do NOT use for customer-facing agents (storefront chatbots, buyer-side assistants).900 windsor-ai-business-datacline/skillsQuery Windsor.ai business data across marketing, sales, CRM, ecommerce, finance, and analytics connectors. Use when users need dashboards, reports, data visualization, schema exploration, or connector-backed test data from Windsor.ai.898 pandas-best-practicesmindrally/skillsBest practices for Pandas data manipulation, analysis, and DataFrame operations in Python898 geo-crawlerszubair-trabzada/geo-seo-claudeAI crawler access analysis. Checks robots.txt, meta tags, and HTTP headers to determine which AI crawlers can access the site. Provides a complete access map and recommendations for maximizing AI visibility while maintaining appropriate control.897 ae-analysisthinkingaiagent…e/ae-cliUse ae-cli for AE analysis-side data questions, asset operations, and asset governance: reports, analysis boards, BI dashboards, ad-hoc models, drilldown, detail data, alerts, clusters, tags, metrics, metadata discovery, project configuration, tracking plans, local input-file upload, governance asset lists/rules/lineage/impact/dependency, batch asset operations, projects, and resource links. Use when the user asks to query data, explain a change, export evidence, inspect/create/update/govern analysis assets, recommend project assets for certification/authentication, review asset-certification recommendations, review metric recommendations, or build/update/refresh/sync a project semantic knowledge base from a governed asset package.895 premortemparcadei/contin…laude-v3Identify failure modes before they occur using structured risk analysis894 deep-researchruvnet/rufloOrchestrate multi-phase deep research with web search, memory retrieval, pattern matching, and synthesis into structured findings893 root-cause-analysisaj-geddes/usefu…-promptsConduct systematic root cause analysis to identify underlying problems. Use structured methodologies to prevent recurring issues and drive improvements.892 financial-data-collectordaymade/claude-…e-skillsCollects real financial data for any US publicly traded company from free public sources (yfinance) and outputs structured JSON for downstream skills (DCF modeling, comps analysis, earnings review): market data, historical financials, WACC inputs, analyst estimates — never fabricated fallback values. Use to collect or pull financial/market data, or gather DCF inputs, for a ticker.892 agent-flow-visualizationreason-machines/trending-skillsVS Code extension for real-time visualization of Claude Code agent orchestration as interactive node graphs890 investigating-agentforce-d360forcedotcom/sf-skillsData Cloud 360° view of a single Agentforce session. TRIGGER when user asks to trace, inspect, summarize, or describe a specific Agentforce session by session id (Agent Session UUID `019d…` or MessagingSession id `0Mw…`). Also triggers on session discovery — find/list/search sessions by time, agent, channel, outcome, or conversation text — when the user has no session id yet. DO NOT TRIGGER for design-time architecture questions (use investigating-agentforce-architecture instead) or for runtime perf/latency/SLO questions that require platform telemetry beyond Data Cloud.889 beautifulsoup-parsingmindrally/skillsExpert guidance for HTML/XML parsing using BeautifulSoup in Python with best practices for DOM navigation, data extraction, and efficient scraping workflows.888 neo4j-gds-skillneo4j-contrib/n…j-skillsNeo4j Graph Data Science (GDS) embedded plugin via Python client or Cypher — covers graphdatascience client 2.x, GraphDataScience, gds.graph.project.native, gds.graph.project.cypher, snake_case endpoints, graph catalog operations, stream/stats/mutate/write modes, memory estimation, PageRank, Louvain, WCC, FastRP, KNN, Node Similarity, ML pipelines, and cleanup. Use for Aura Pro, self-managed, local, or offline Neo4j DBMS with the GDS plugin installed. Does NOT cover Aura Graph Analytics GDS Sessions, AuraGraphDataScience, GdsSessions, gds.graph.project.remote, or AuraDB Cypher API projection/session management — use neo4j-aura-graph-analytics-skill. Does NOT handle Cypher authoring — use neo4j-cypher-skill. Does NOT cover driver setup — use neo4j-driver-python-skill or other driver skill.885 data-display-and-selectiondembrandt/dembr…t-skillsView modes, row selection, mass actions, sorting, filters, search and table patterns. Use when designing data tables, listings, file browsers or any collection.884 product-analysisdaymade/claude-…e-skillsMulti-path parallel product analysis with cross-model test-time compute scaling. Spawns parallel agents (Claude Code agent teams + Codex CLI) to explore product from multiple perspectives, then synthesizes findings into actionable optimization plans. Can invoke competitors-analysis for competitive benchmarking. Use when "product audit", "self-review", "发布前审查", "产品分析", "analyze our product", "UX audit", or "信息架构审计".884 ae-communitythinkingaiagent…e/ae-cliAE community analysis and data reporting for posts, comments, topics, livestreams, customer-service chats, WeCom after-sales groups, and in-game chat. Use for community content insight, sentiment, intent, evidence drill-down, community data ingestion/import/submission, and WeCom chat data integration (社区数据上报、导入、提交社区数据、企微聊天数据接入).882