“root cause”的搜索结果

用于代码新增、修改和审查，先判断实现是否必要，优先复用现有代码与标准库，在保留安全措施和验证的前提下，将改动缩减到必要范围。

• 减少不必要的代码和依赖
• 修复多个调用方的共同根因
• 审查过度抽象的代码

将证明、规划和原因分析等任务交给DeepSeek推理模型，分别获取最终答案与模型返回的推理文本，按需显示并查看包含推理部分的令牌用量。

• 请求数学证明
• 制定需要多步分析的计划
• 调查复杂故障的原因

Apply strict coding practices to Python, Rust, TypeScript, and Go projects. The skill guides typed errors, handling every variant, resource management, and tests that verify observable behavior, while prioritizing reuse and minimal changes.

中文简介正在准备中。当前显示英语简介。

• Implementing features with strict types
• Fixing bugs at their shared root cause
• Reviewing tests for observable behavior

Audit a codebase with three vulnerability hunters and two engineers who build small demonstrations of suspected flaws. Verify attack paths, assess severity from demonstrated impact, and report evidence, targeted fixes, and checks to prevent recurrence.

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• Review security before a release
• Audit security risks in a pull request
• Verify whether a suspected flaw is exploitable

Monitor Power Automate across an organization's tenant using FlowStudio MCP's cached data. Review failure rates, run-health trends, flow and app inventories, and inactive owners to prepare health and compliance reports. Requires FlowStudio for Teams or MCP Pro+.

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• Identify flows with high failure rates across the organization
• Review run-health trends over a selected period
• Inventory environments, flows, apps, and connections

Build and troubleshoot C#/.NET MCP servers that expose tools and information to AI agents. Guidance targets the official 2.x SDK and covers transport setup, authentication, interactive features, basic clients, and migration issues caused by changed defaults.

中文简介正在准备中。当前显示英语简介。

• Build a C#/.NET MCP server
• Add tools, prompts, and resources
• Diagnose STDIO and HTTP connection errors

Inspect existing LLM application records in Arize to investigate errors, slow operations, or behavior changes. Export traces, which group related operations, or individual operations and conversation sessions as JSON using the ax command-line tool.

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• Investigate errors in an LLM application
• Review the inputs and outputs of a conversation
• Find slow operations in recorded traces

Keep code changes small by checking whether they are needed, reusing existing helpers, and choosing standard or available tools first. It guides planning and implementation while preserving validation, security, accessibility, and the functionality the user requested.

中文简介正在准备中。当前显示英语简介。

• Implementing a feature with a small code diff
• Bringing an expanding implementation back within scope
• Checking for reusable code before adding helpers

Investigate SGLang runs that freeze across multiple GPUs. It uses stack traces, communication logs, GPU memory dumps, and comparisons between processes to locate state differences, trace their causes, and guide fixes.

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• Locate where a multi-GPU inference run freezes
• Compare logs from distributed processes
• Trace the first difference in process state

Diagnose failed or abnormal backtests, which test trading strategies on historical data. Inspect result files, strategy code, and configuration to identify bugs, make targeted repairs, rerun tests, and verify the updated metrics.

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• Investigating backtest execution errors
• Finding why a strategy produces no trades
• Checking delayed trades or low capital usage

Collect evidence from a compromised computer before shutdown or remediation erases it. Preserve memory, network connections, processes, and system state, then record integrity hashes and handling history to support incident investigation and evidence tracking.

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• Preserving evidence before shutting down a compromised computer
• Collecting memory evidence for suspected fileless malware
• Recording active connections and processes during an intrusion

Prepare an incident review by creating a Google Docs report template, scheduling a review meeting in Google Calendar, and notifying the team through Chat. The template covers the summary, timeline, root cause, and action items.

中文简介正在准备中。当前显示英语简介。

• Preparing a report template after an incident
• Scheduling a team incident review
• Announcing the review meeting in Chat

Manage service incidents from initial assessment through recovery review. The skill organizes severity, impact, roles, status updates, and timelines, then drafts a blameless postmortem with root cause analysis and action items assigned to owners.

中文简介正在准备中。当前显示英语简介。

• Assess the severity and impact of a new incident
• Draft internal and customer status updates
• Record mitigation steps and an incident timeline

Explore code structure and history using an index of code relationships and meaning-based search. Trace calls, assess change impact, find likely bug locations, generate architecture reports, and review pull requests for risk and conflicts.

中文简介正在准备中。当前显示英语简介。

• Tracing function calls and change impact
• Investigating code locations related to a GitHub issue
• Generating architecture reports and class diagrams

Analyze failed launches, missed targets, or unsuccessful hires through a blameless review. Use five successive why questions to identify root causes, then record concrete changes with owners, deadlines, and ways to verify results.

中文简介正在准备中。当前显示英语简介。

• Investigating why a release was delayed
• Reviewing a missed sales or revenue target
• Examining a hiring decision that did not work out

Audit website structure, navigation, URLs, and internal links to produce prioritized fixes. For a new site or redesign, create a site tree, URL specifications, and redirect mappings that clarify how pages connect.

中文简介正在准备中。当前显示英语简介。

• Auditing an existing website's structure
• Planning navigation for a website redesign
• Connecting related pages with internal links

Map repeatable business processes by owner and analyze time spent working, waiting, or reworking. Using stage-level timing data, produce a process diagram, ranked bottlenecks, and cycle-time measures to focus improvements on the main constraint.

中文简介正在准备中。当前显示英语简介。

• Documenting procurement and employee onboarding workflows
• Identifying bottlenecks in slow business processes
• Making waits between teams visible

Plan customer retention and customer success staffing for a startup. Break down renewal and churn patterns, group customers by value and fit, and compare service models to guide resource allocation and hiring.

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• Reviewing retention metrics and reasons for churn
• Allocating support investment across customer tiers
• Estimating customer success staffing needs

Continuously monitor automatic end-to-end tests on NemoClaw main, group failures by root cause, and coordinate fixes and peer reviews through GitHub. Track ownership and merge readiness while checking whether later runs confirm each repair.

中文简介正在准备中。当前显示英语简介。

• Continuously monitor automatic test failures on main
• Coordinate repair ownership across maintainers
• Review peer fixes and assess merge readiness

Review Apache ShardingSphere pull requests or authorized downstream changes using repository evidence. Assess code correctness, merge readiness, or CI failures, then produce consolidated findings or a ready-to-copy reply to a review discussion.

中文简介正在准备中。当前显示英语简介。

• Review code changes for correctness and regression risks
• Assess whether a pull request is ready to merge
• Investigate CI failures

Investigate Apache ShardingSphere issues using official documentation, code, tests, and issue discussions. Distinguish bugs, unsupported usage, duplicates, and enhancement requests, then draft a concise maintainer-style reply explaining the evidence and next action.

中文简介正在准备中。当前显示英语简介。

• Distinguish bugs from unsupported configurations
• Check whether an issue duplicates an earlier report or fix
• Draft a GitHub issue reply with clear next steps

Keep coding tasks small by checking whether new code is needed, reusing existing helpers, and preferring standard libraries or built-in platform features. Apply the same approach to feature development, bug fixes, refactoring, and reviews.

中文简介正在准备中。当前显示英语简介。

• Adding a feature with minimal code
• Reviewing unnecessary dependencies
• Simplifying an overcomplicated implementation

Manage service incidents from initial assessment through recovery review. The skill organizes severity, impact, roles, status updates, and timelines, then drafts a blameless postmortem with root cause analysis and action items assigned to owners.

中文简介正在准备中。当前显示英语简介。

• Assess the severity and impact of a new incident
• Draft internal and customer status updates
• Record mitigation steps and an incident timeline

Investigate Convex production errors, prepare fixes on a branch, and verify them before opening a pull request for human review. After an approved deployment, check whether the same error recurs. Never automatically merge changes or deploy to production.

中文简介正在准备中。当前显示英语简介。

• Investigating recurring production errors
• Preparing verified fixes for code or schema defects
• Checking data changes against a production snapshot