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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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

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

Support startup AI strategy by comparing API use, fine-tuning—additional training of an existing model—and in-house development. Assess three-year costs, regulatory risk, self-hosting breakeven points, and hiring priorities to inform leadership decisions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Compare API use, fine-tuning, and in-house development
• Assess regulatory risks for an AI use case
• Calculate when self-hosting becomes cost-effective

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

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

Turn a validated build sheet into four API request files and a resumable launch script for Claude Managed Agent. Check the files for exposed keys before users launch with their own Anthropic key.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Preparing launch files from a validated build sheet
• Checking generated files for exposed API keys
• Preparing a launch that can resume after interruption

Build a consistent way to run a company by defining responsibilities, weekly metrics, meeting schedules, and quarterly priorities. Compare management frameworks and develop practical routines for resolving issues, tracking commitments, and sharing company information.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choose a company management framework
• Clarify who owns each business function
• Design weekly metrics and leadership meetings

Plan hiring around business needs, estimate staffing costs, and develop salary bands, equity frameworks, and organizational structures. Use people metrics to examine retention and performance, producing practical proposals for growing companies and their HR leaders.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Building hiring plans with timing and cost estimates
• Designing salary bands and equity compensation
• Reviewing team structures and management layers

Structure board presentations and investor updates using financial, sales, product, and people perspectives. Turn supplied metrics into a coherent account of progress, explain missed targets, and make decisions and requests explicit, with placeholders for missing figures.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Preparing a quarterly board presentation
• Drafting a monthly investor update
• Structuring a fundraising narrative

Prepare a graded Claude Managed Agent for recurring schedules, event triggers, or on-demand use. Validate timing, build deployment request data, optionally include self-evaluation for each run, and document the next steps in a roadmap.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Schedule an agent to run every morning or weekly
• Prepare a curl trigger for an external event
• Add self-evaluation to each recurring run

Prepare employee communications for organizational changes, tool rollouts, and policy updates. Create announcements, audience-specific FAQs, manager talking points, and a communication calendar, while checking tone, channel choices, and sequencing against the change's impact.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Preparing an internal reorganization announcement
• Planning communications for a new tool rollout
• Writing audience-specific FAQs for policy changes

Route internal operations questions to six specialist skills covering workflows, vendors, staffing capacity, communications, procedures, and procurement. Receive a brief summary of findings, recommended actions, and links to the documents or data files produced.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding bottlenecks in internal workflows
• Reviewing vendor performance and purchasing costs
• Planning staffing capacity for the next quarter

Coordinate AI agents acting as company executives through shared question and response formats. The skill defines limits on repeated calls, independent analysis, peer checks, conflict reporting, and decision records to support cross-functional reviews and board meetings.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Coordinating financial, technical, and hiring analysis
• Running board meetings with independent role perspectives
• Making conflicting findings and assumptions explicit

Evaluate a Claude Managed Agent against a written rubric, a set of checkable criteria, and guide improvements within a fixed attempt limit. After a version passes, prepare separate evaluation cases to check performance beyond the examples used for revision.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Defining checkable criteria for agent outputs
• Improving an agent within a fixed attempt limit
• Testing a passing version on unseen cases

Plan organizational changes such as tool migrations, restructures, and strategy shifts using ADKAR, a five-stage model for adopting change. Structure communication, training, and follow-up while addressing employee concerns, resistance, and fatigue from overlapping changes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Plan communication and training for a tool migration
• Prepare reorganization announcements and employee FAQs
• Explain a strategy shift and its impact on teams

Support startup financial decisions with cash runway scenarios, customer profitability analysis, fundraising models, and board materials. Compare spending plans, acquisition costs, and ownership dilution to prepare budgets and assess financing needs.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Estimating cash runway under different scenarios
• Analyzing customer value and acquisition costs
• Planning fundraising and ownership dilution

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

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

Examine strategic decisions through a structured meeting of AI agents representing executive roles. Gather independent recommendations, challenge assumptions, summarize disagreements, and record approved decisions with action owners and deadlines after the founder reviews the proposal.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Evaluate market expansion from several executive perspectives
• Compare views on product direction or pricing
• Review hiring plans and organizational choices

Plan revenue growth for B2B SaaS businesses by analyzing sales opportunities, pricing, customer retention, and sales capacity. Develop scenario forecasts, churn intervention plans, hiring models, and revenue reporting for board discussions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Forecast next quarter’s revenue
• Analyze churn and expansion revenue
• Review pricing and packaging

Analyze SaaS customer data with three Python tools that calculate account health, rank churn risk, and prioritize expansion opportunities. Use repeatable weighted scores to plan customer outreach and prepare quarterly business reviews.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Scoring customer health across an account portfolio
• Prioritizing outreach to accounts at risk of leaving
• Ranking upgrade and additional-seat opportunities

Route customer success, sales, revenue operations, and contract requests to one of four specialist skills. Use it when a business request is unclear, so the agent selects the relevant workflow before starting the work.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choose a skill for identifying accounts at risk of churn
• Route RFP participation and proposal requests
• Find the workflow for pipeline and revenue forecasts

Analyze SaaS sales opportunities, revenue forecast errors, and sales and marketing efficiency. Generates reports on stalled deals, pipeline risks, prediction bias, and customer acquisition economics for weekly sales reviews and quarterly business assessments.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing weekly sales coverage and stalled opportunities
• Finding dependence on a few large deals
• Comparing revenue forecasts with actual results over time

Route business questions to relevant executive advisor roles, coordinate discussions across multiple functions, and combine their findings into clear agreements, disagreements, and action items. Record decisions and flag approved decisions that are due for review.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Comparing fundraising with spending cuts
• Reviewing decisions across several business functions
• Clarifying conflicting advisor opinions

Draft freelance contracts, project proposals, and confidentiality agreements with clauses tailored to US, EU, UK, or DACH contexts. Organize scope, payments, ownership, and deliverables in Markdown, with instructions for conversion to Word.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Drafting a contract for a new freelance engagement
• Preparing a client proposal with budget and timeline
• Defining deliverables and acceptance criteria

Support executive decisions by comparing strategic options, risks, trade-offs, and financial scenarios. Prepare board narratives and likely questions, assess fundraising readiness, review leadership metrics, and organize approaches to organizational culture and stakeholder communication.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Comparing strategic options and investment priorities
• Preparing a board narrative and anticipated questions
• Assessing fundraising readiness and timing

Write and review asynchronous C++ networking code using Boost.Asio or standalone Asio. The skill selects an implementation style for the installed library and C++ version, then checks memory lifetimes, concurrent writes, error handling, and build settings.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Implementing asynchronous TCP or UDP servers and clients
• Reviewing buffer lifetimes and concurrent socket writes
• Adapting networking code to older Boost and C++ versions