“lifecycle”的搜索结果

Assess whether a product is mature or declining, then compare extending it, replacing it, or retiring it. Use diagnostic questions, a product portfolio worksheet, and a replacement risk register with backup plans to document the next move.

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• Choosing between a product refresh, replacement, or retirement
• Checking whether a mature product is entering decline
• Setting consistent plans across an aging product line

Assess a product that has stopped growing and compare extending it, replacing it, or retiring it. Guided questions separate customer demand from cost and technology pressures, producing a reasoned recommendation that may also favor continued operation without investment.

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• Assessing whether flat revenue signals product decline
• Comparing extension, replacement, and retirement
• Checking whether pricing or sales channels are the real issue

Build or modify Expo native modules and views using Swift, Kotlin, and TypeScript. Guides scaffolding, native function bindings, events, lifecycle hooks, and configuration so Expo apps can use platform features or existing native SDKs.

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• Add camera, sensor, or system features to an Expo app
• Wrap a platform SDK for use in React Native
• Create a native view with properties and events

Add native macOS behavior when SwiftUI alone falls short. Choose a small AppKit bridge for views, windows, panels, or menus, while clarifying state ownership, data flow, and lifecycle risks that need validation.

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• Wrapping an AppKit view for use in SwiftUI
• Adding window behavior or file open and save panels
• Handling menu validation and command routing

Track multiple pull requests or merge requests across repositories with LoopX. Reconcile meaningful status changes, preserve requirement priorities and dependencies, and maintain a roadmap with one shared monitor for the whole delivery program.

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• Inventory PRs and MRs across repositories
• Order pending work by requirements and dependencies
• Update completed and pending work in a roadmap

Guides LoopX project setup and repair, including goal configuration, shared registry synchronization, stale dashboard status, and command-line routing issues. It distinguishes project lifecycle maintenance from ordinary task execution and directs each operation to its relevant procedure.

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• Connecting a project and configuring its goal
• Repairing stale dashboard status
• Diagnosing registry and history routing mismatches

Review Apache Pinot changes for correctness in null handling, numeric types, type-based processing, and resource lifecycles. Use it to examine changes to calculations, aggregations, window functions, and segment cleanup or persistence.

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• Reviewing changes to null handling
• Checking branches based on data or index types
• Reviewing numeric processing in aggregations and window functions

Review Apache Pinot changes for concurrency and state safety, including locks, shared callbacks, lifecycle changes, and distributed metadata. Use it to examine how changes affect shared state when multiple operations run at the same time.

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• Reviewing changes to locks and atomic operations
• Checking shared callback registration changes
• Reviewing Helix state transitions and ZK node changes

Manage a project’s execution plan and lifecycle across multiple agents. Track task dependencies or repeated work cycles, identify tasks ready to start, handle pauses and completion, and prepare project status reports and final results.

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• Managing plans with task dependencies
• Tracking repeated work cycles
• Pausing and resuming projects

Adjust .NET MAUI layouts to avoid system bars, screen cutouts, and keyboards, or extend content to screen edges. It covers .NET 10 safe area APIs, migration from older settings, and CSS coordination for Blazor Hybrid.

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• Fixing status bar overlap after upgrading to .NET 10
• Keeping chat inputs visible above the keyboard
• Creating edge-to-edge photo or video screens

Manage YYLO Ledger tasks through its command-line interface while preserving lifecycle rules and change receipts. Create, search, and update tasks, inspect dependencies, and identify available work and an execution order that respects prerequisites.

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• Creating tasks and updating their progress
• Finding tasks with no remaining blockers
• Planning work in dependency order

Learn how to conduct an authorized penetration test, a security assessment that checks exploitable weaknesses. Follow guidance from initial research and scanning through validation, evidence collection, and reporting with remediation recommendations.

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• Learning the full penetration testing lifecycle
• Planning research and scanning for an authorized assessment
• Organizing vulnerability evidence

Implement structured telemetry, such as counters and events, from DOCA applications to external consumers. Guides publishing API selection, schema and source setup, build and test workflows, and debugging lifecycle errors or reports that never reach the receiver.

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• Publish packet counters and bandwidth gauges from a DOCA application
• Define event fields and initialize schemas and sources
• Investigate DOCA_ERROR_BAD_STATE during event reporting

Run and supervise DOCA applications directly on an x86 host or BlueField Arm hardware. Covers process launch, hardware resource assignment, isolation between workloads, and troubleshooting application failures or BlueField recovery problems.

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• Launching a DOCA application directly on hardware
• Investigating systemd restart loops
• Assigning CPU and device resources to multiple workloads

Build and debug the shared foundations of DOCA applications on BlueField or ConnectX hardware. Get guidance on device capabilities, memory buffers, context lifecycles, task completion processing, and separate logging controls for the SDK and application.

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• Setting up the foundations of a DOCA application
• Investigating tasks that submit but never complete
• Sharing memory buffers across DOCA libraries

Historical reference for script-owned dynamic-agent lifecycle actions. Do not use from provider sessions.

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Golang application framework using uber-go/fx — fx.New, fx.Provide, fx.Invoke, fx.Module, fx.Lifecycle hooks, fx.Annotate (name/group/As), fx.Decorate, fx.Supply, fx.Replace, fx.WithLogger, and signal-aware Run(). Apply when using or adopting uber-go/fx, when the codebase imports `go.uber.org/fx`, or when wiring services with fx.New. For raw DI without lifecycle, see `samber/cc-skills-golang@golang-uber-dig` skill.

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When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," or "lifecycle emails." For in-app onboarding, see onboarding-cro.

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Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Answers questions about storage access tiers (hot, cool, cold, archive), when to use each tier, and tier comparison. Provides object storage, SMB file shares, async messaging, NoSQL key-value, and big data analytics. Includes lifecycle management. USE FOR: blob storage, file shares, queue storage, table storage, data lake, upload files, download blobs, storage accounts, access tiers, storage tiers, hot cool cold archive, storage tier comparison, when to use storage tiers, lifecycle management, Azure Storage concepts. DO NOT USE FOR: SQL databases, Cosmos DB (use azure-prepare), messaging with Event Hubs or Service Bus (use azure-messaging).

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Plan, deploy, operate, and troubleshoot Azure Local (formerly Azure Stack HCI): sizing and prerequisites, Arc registration, lifecycle updates, workloads (Azure Local VMs, AKS on Azure Local, images, disks, logical networks), SDN and network security, and failure triage — starting read-only and confirming before risky changes. WHEN: Azure Local, Azure Stack HCI, Arc resource bridge, custom location, Azure Local VM, Arc VM, AKS on Azure Local, AKS hybrid, SDN, Lifecycle Manager, Azure Local update, disconnected site.

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Use when the user asks to "plan the participation ramp before we promote", "how much account history or karma do we need in this community", or "design entry incentives and member lifecycle for our own Discord"; produces the per-community pre-promotion warming plan — account-history/tenure expectations (Estimated, named sources), a give-before-ask ledger spec, a per-community etiquette + rule digest with last-verified dates, and the warming → active graduation criteria that channel-registry requires as state-transition evidence — plus the owned-community variant (entry paths + member lifecycle for your own Discord/Slack/forum/企业微信私域). Not for launch-day submissions or T-0 threads — use community-launch-runner. 社区预热/先给后取/账号养成/毕业标准

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Use when the user asks to "design a welcome flow", "set up an abandoned-cart sequence", "build a light re-engagement branch inside a lifecycle flow", or "plan a cold-outbound sequence"; produces general lifecycle automation flows (welcome, cart, browse-abandon, post-purchase, in-flow re-engagement, B2B cold outbound) with trigger, step timing, branch/exit conditions, goal, frequency governance (send caps, quiet hours, fatigue guardrail), a sunset path, and a SEND N-dimension score. Not for the closed-loop win-back / re-consent (re-permission) program on a lapsed cohort — use reactivation-specialist; not for writing each email's copy — use email-creative-builder; not for computing EQS or the N1 unsubscribe veto — use email-quality-auditor. 邮件自动化流程设计/购物车挽回/流失召回序列

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Use when the user asks to "build email segments from my list", "make engaged / lapsed / RFM segments", "set up cart-abandoner or lifecycle-stage audiences", or "build a suppression list of unsubscribes and bounces"; turns the user's OWN list/CRM/GA4/ecommerce export into behavioral, attribute, and lifecycle-stage segments plus a suppression list, with per-segment sizes labeled Measured/Estimated, informing the SEND E (Engagement/targeting) dimension. Not for scoring EQS or running vetoes — use email-quality-auditor; not for authentication or spam-content checks — use deliverability-qa. 邮件列表分群/生命周期分群/抑制名单/流失召回

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Use when preparing your agent for production — IAM scoping, inbound auth (JWT, SigV4), secrets management, cold start optimization, session lifecycle, rate limiting, input validation, and quota guidance. Triggers on: "production checklist", "harden agent", "production ready", "secure agent", "inbound auth", "going live", "cold start optimization", "session lifecycle", "StopRuntimeSession", "quota", "throttling", "maxVms", "rate limit", "security audit of outbound API calls", "gateway target audit for production", "restrict who can call", "lock down endpoint", "only our app can call". Not for Cedar tool-restriction policies — use agents-connect. Not for quality measurement — use agents-optimize. Not for outbound credential storage or API key wiring — use agents-connect. Not for A2A agent-to-agent auth — use agents-build. Cold start observation and diagnosis (not optimization) routes to agents-debug.

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