Results for “planning”

Plan AI application work across six areas: prompt evaluation, context allocation, retrieval-based answer generation, agent security, evaluation pipelines, and product strategy. This overview explains the approaches; the individual workflow packages, test cases, and CI templates are not included.

• Planning prompt evaluation before deployment
• Allocating context capacity and designing retrieval-based answers
• Planning an authorized AI agent security assessment

Plan systems across AWS, Azure, GCP, and OCI by comparing services and architecture patterns. Helps guide service selection, disaster recovery, migration planning, and cost decisions while considering ways to reduce dependence on a single provider.

• Planning a system across multiple cloud providers
• Designing disaster recovery in another cloud
• Comparing cloud services for a workload

Analyzes one .NET project to plan integration tests for an Oracle-to-PostgreSQL migration. Identifies database access methods, prioritizes migration risks, and documents test cases, seed data, and coverage, including empty strings, NULL values, and timezone behavior.

• Identifying database access methods that need integration tests
• Prioritizing tests for Oracle-specific behavior
• Planning checks for empty strings, NULL values, and timezones

Design meeting schedules, weekly metric reports, and quarterly planning for growing companies. Clarify who makes decisions, assign owners to priorities, and structure written updates so teams can coordinate work and reserve meetings for issues needing discussion.

• Redesign meetings that fail to produce decisions
• Standardize weekly business metric reports
• Align quarterly priorities and resources across teams

Assess potential data breach impact by reviewing sensitive data and its movement through a codebase. Produce an inventory, exposure rankings, financial estimates, and prioritized safeguards, distinguishing legal source figures from planning estimates.

• Inventory sensitive data before a security review
• Trace where customer data could leak
• Estimate breach impact and costs for planning

Turn a development idea into an actionable plan with implementation steps, testable acceptance criteria, and risk mitigations. Gather requirements through focused questions, generate plans directly from detailed requests, or review proposals from multiple perspectives.

• Clarifying requirements for a vague development idea
• Planning implementation from detailed requirements
• Comparing design options from multiple perspectives

Turns vague development requests into reviewed plans through planning, architecture, and quality-review agents. It compares alternatives, defines testable acceptance criteria, and records decisions, stopping before implementation unless execution has been explicitly approved.

• Defining the scope of a vague development request
• Comparing implementation approaches before coding
• Planning migrations or security-sensitive changes

Plan customer acquisition through paid ads, SEO, and partnerships for growing B2B SaaS startups. Includes campaign templates, customer acquisition cost calculations, and HubSpot tracking guidance to connect marketing activity with sales opportunities.

• Planning campaigns across ads, SEO, and partnerships
• Reviewing ad budgets and customer acquisition costs
• Designing campaign tracking in HubSpot

Plan team structure and hiring by defining needed roles, headcount, timing, and costs. Produce text-based org charts and prioritized hiring roadmaps, and identify structural risks such as excessive management overhead or dependence on one person.

• Plan required roles, headcount, and hiring dates
• Review reporting lines and team boundaries
• Set priorities and sequence upcoming hires

Plan customer acquisition across paid ads, SEO, and partnerships. Structure channel budgets, calculate customer acquisition cost, define lead handoffs to sales, and set up campaign tracking to understand which activities contribute to new business.

• Planning acquisition channels and marketing budgets
• Reviewing ad spend and customer acquisition cost
• Defining lead scoring and handoffs to sales

Routes content requests to specialist skills for writing, search visibility improvements, brand voice analysis, or planning. This deprecated skill identifies the intended task and points to the appropriate successor instead of producing content itself.

• Finding the right skill for writing a blog post
• Routing requests for topic planning and content calendars
• Finding tools for brand voice analysis and SEO improvements

Plan database, service, and infrastructure migrations with phased steps, compatibility checks, and rollback procedures for returning to the previous system. Define risks and validation checkpoints to guide transitions with minimal disruption to business operations.

• Planning a database schema migration
• Checking API changes for compatibility
• Preparing a phased cloud migration

Plan what content to create using business goals, customer questions, and competitor gaps. Organize related topics, prioritize ideas for search or sharing, and turn them into content calendars or briefs with clear audiences and purposes.

• Planning core themes for a company blog
• Prioritizing topics from customer questions
• Grouping related articles into topic clusters

Size support and operations teams using demand ranges and queueing calculations, which estimate how work waits for service. Assess workload imbalance and service target risks, then build a quarterly hiring plan that accounts for training time and attrition.

• Estimate staffing for support and operations queues
• Check workload imbalance and service target risks
• Build quarterly hiring plans with ramp time and attrition

Review proposal responses for missing requirements, compare competing products, and plan proof-of-concept trials that test customer needs. Supports technical sales work from requirement discovery and demo preparation through evaluation scorecards and technical proposals.

• Checking proposal responses for missing requirements
• Comparing product features against competitors
• Preparing a demo around customer priorities

Organize complex work into phases and save plans, findings, and progress in project files. Keep separate task records and, on supported hosts, automatically bring the selected plan back into the agent’s working context.

• Planning research with many tool calls
• Resuming tasks from saved project records
• Keeping records separate for parallel tasks

Organize complex work into phases and save plans, findings, and progress in project files. Keep separate task records and, on supported hosts, automatically bring the selected plan back into the agent’s working context.

• Planning research with many tool calls
• Resuming tasks from saved project records
• Keeping records separate for parallel tasks

Assess the external conditions affecting a business across political, economic, social, technological, legal, and environmental factors. Rank their impact and likelihood, then outline strategic responses, indicators to monitor, and contingency plans for market entry or business planning.

• Assessing external risks before entering a market
• Reviewing external conditions for strategic planning
• Finding opportunities in regulatory or technology changes

Compare growth options across existing and new products and markets using the Ansoff Matrix, a four-part planning framework. Assess opportunities, resources, competition, and risks, then develop market launch plans and a phased roadmap for priority options.

• Comparing growth options for an existing business
• Planning expansion into new regions or customer groups
• Evaluating new products for current customers

Coordinate game audio work from creative direction through sound specifications, accessibility requirements, technical planning, and code integration. Combine the participating agents’ outputs into an audio design document for a chosen feature or area.

• Planning combat sound effects and gameplay triggers
• Designing ambience for a forest area
• Planning adaptive music for a boss encounter

Plan and configure GKE cluster networks, including private nodes, IP address ranges, DNS, and outbound connectivity. Use the guidance to set up VPC-native networking and Dataplane V2, which provides built-in network policy enforcement.

• Designing a private GKE cluster network
• Planning IP ranges for Pods, Services, and nodes
• Configuring outbound access with a static source IP

Create and manage isolated GSD workspaces with repository copies and separate planning folders. Use one command to create an environment, review active workspace status, or remove a workspace and clean up its worktrees.

• Create a workspace with its own planning folder
• List active workspaces and review their status
• Remove an unused workspace and clean up worktrees

Start a new development milestone for an existing project. The skill gathers goals, updates project documents, optionally researches new features, and creates scoped requirements and a phased roadmap for the next cycle of work.

• Planning the next release of an existing project
• Defining requirements for new features
• Updating goals and a phased roadmap

Organize accumulated planning folders by archiving phase directories from completed milestones. Review a preview of the proposed moves, then confirm to place those directories in a versioned milestone archive.

• Organize phase folders after a milestone is completed
• Review proposed archive moves before confirming
• Keep completed phase records in versioned archives