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Improve the MCP server that connects claude-flow v3 to tools. It guides connection reuse, faster tool lookup, request distribution, and communication changes, with monitoring to evaluate response times, errors, memory use, and cache performance.
中文简介正在准备中。当前显示英语简介。
Coordinate background tasks with specialized agents for research, optimization, audits, and more. Use execution history, quality scores, success rates, and latency to guide agent selection, track performance, and check benchmark compliance.
中文简介正在准备中。当前显示英语简介。
Develop and verify changes in a tracked Cherry Studio Electron instance, a running desktop app. Use real UI behavior, logs, and performance measurements to investigate problems, compare fixes, or test a pull request and report the results.
中文简介正在准备中。当前显示英语简介。
Collect engagement metrics for Instagram, Facebook, YouTube, and TikTok using Apify Actors, tools that extract platform data. Compare content performance, summarize key findings, and return selected results in chat or export full data as CSV or JSON.
中文简介正在准备中。当前显示英语简介。
Create paid ad headlines, descriptions, and primary text for platforms including Google Ads, Meta, LinkedIn, and TikTok. Organize variations by message angle, check character limits, and use performance data to guide the next round.
中文简介正在准备中。当前显示英语简介。
Measure Python execution time and memory use to locate slow or resource-heavy code. Use profiling results to guide improvements in data structures, caching, input and output operations, algorithms, and parallel processing.
中文简介正在准备中。当前显示英语简介。
Evaluate LLM applications using automated scores, human reviews, and model-based judging. Build repeatable checks to compare models or prompts, assess answer quality, and detect declines in performance before deployment.
中文简介正在准备中。当前显示英语简介。
Investigate bugs and slow applications through reproducible examples, logs, environment comparisons, and hypothesis testing. The skill structures root cause analysis and performance measurement, helping developers narrow down failures and verify that a fix works.
中文简介正在准备中。当前显示英语简介。
Prepare for investment client meetings by organizing account performance, comparing current and target asset allocations, and identifying discussion points. Create a one-page review summary, performance tables, allocation charts, an agenda, and recommended actions.
中文简介正在准备中。当前显示英语简介。
Review portfolio company financial reports in Excel, PDF, or CSV, compare key measures with budgets and prior periods, and summarize performance trends, warning signs, and compliance with financial conditions in loan agreements.
中文简介正在准备中。当前显示英语简介。
Build an Excel comparison of public companies using financial performance, valuation ratios, and statistical benchmarks. The spreadsheet includes formulas, source notes, medians, and quartiles to show how each company compares with its peers.
中文简介正在准备中。当前显示英语简介。
Control and inspect a live Chrome browser through Chrome DevTools MCP. Automate page interactions, capture screenshots, inspect errors and network requests, and record performance data to investigate slow loading and unexpected layout changes.
中文简介正在准备中。当前显示英语简介。
Assess an AWS resource using CloudWatch logs and metrics, the measurements that describe its behavior. Investigate failures and performance issues, classify their severity, and produce a remediation report with staged actions, CLI commands, and monitoring recommendations.
中文简介正在准备中。当前显示英语简介。
Analyze supplied ad performance data to identify wasted spend, strong campaigns, and next tests. Compare channels, assess whether test differences are meaningful, and produce budget reallocation recommendations with a prioritized action plan.
中文简介正在准备中。当前显示英语简介。
Explain portfolio performance by separating the effects of sector allocation, stock selection, market factors, and timing. Compare results with a benchmark, assess risk-adjusted returns, and prepare a report showing where excess returns came from.
中文简介正在准备中。当前显示英语简介。
Build dashboards and reports for security operations teams using incident and alert data. Track detection and resolution times, false alarms, analyst workload, and detection coverage to assess operational trends and the effects of improvement initiatives.
中文简介正在准备中。当前显示英语简介。
Write complex SQL, improve slow queries, and design database schemas for transaction processing and analytics. Uses schema details and query execution plans to guide indexing, validate results, and assess performance with realistic data volumes.
中文简介正在准备中。当前显示英语简介。
Helps plan and improve marketing campaigns across social media, email, and landing pages. Guides audience selection, messaging, content creation, schedules, budgets, and performance measurement so teams can organize execution and identify improvements from results.
中文简介正在准备中。当前显示英语简介。
Analyze Google Analytics traffic, visitor engagement, and conversions, such as purchases or goal completions. Compare periods, identify strong and weak pages or traffic sources, and receive prioritized recommendations with implementation guidance.
中文简介正在准备中。当前显示英语简介。
Build and improve mobile apps with React Native and Expo using prioritized implementation rules. Covers faster lists, animations, images, navigation, state management, and native dependencies, with explanations and code examples for reviewing common implementation choices.
中文简介正在准备中。当前显示英语简介。
Audit deployed Vercel projects for cost and performance improvements using production metrics. Examines usage, settings, and relevant code, then produces ranked recommendations supported by verified files and documentation matching the framework version.
中文简介正在准备中。当前显示英语简介。
Analyze paid advertising reports from CSV files or connected accounts, explain performance, and recommend changes with monthly dollar amounts. Draft ad copy and visual briefs, then execute connected-account changes only after explicit approval for each one.
中文简介正在准备中。当前显示英语简介。
Prepare self-assessments, manager reviews, and documents for meetings that align employee ratings. Structure achievements, goal evidence, development plans, and promotion cases, turning vague feedback into specific observations about behavior and impact.
中文简介正在准备中。当前显示英语简介。
Review product performance by comparing usage, retention, revenue, and other metrics with previous periods and targets. Turn the numbers into a scorecard, explain meaningful trends and uncertainties, and recommend investigations or improvement experiments.
中文简介正在准备中。当前显示英语简介。