Planning, sales, accounting, legal, and project management (4.2K skills)
Organize engineering priorities, technical choices, delivery risks, and release readiness into a leadership review. Produce decision notes and follow-up handoffs while keeping draft recommendations separate from accepted decisions and observed results.
Group customer feedback, bug reports, and feature requests into clear themes. Rank their severity or opportunity, identify missing evidence, and recommend whether research, planning, or a coding handoff should come next.
Compare options for a business or team decision using goals, evidence, and constraints. Get a recommendation and decision note that explain tradeoffs and assumptions, including demand, capacity, cost, and timing when choosing between hiring, outsourcing, or reducing scope.
Review AI-agent progress, blockers, quality checks, and throughput from a manager's perspective. Separate observed results from prepared guidance, identify missing evidence, and clarify the next action needed to move work forward.
Turn supplied budgets, actual results, cash flow, and closing information into a finance brief. Explain differences between plans and results, identify cash and closing risks, and separate documented figures from assumptions and missing evidence.
Plan decisions where improving one goal can harm another. Identify competing priorities, set the current emphasis and minimum acceptable levels, check effects across the whole plan, and define signals that call for rebalancing.
Plan a new project with limited resources by checking demand and conditions, choosing a small starting point that supports reuse and expansion, and defining three steps with success criteria before moving into broader work.
Break down a complex problem into opposing needs, identify the central conflict and its dominant side, then choose a response. The analysis also highlights changing priorities and tensions that need monitoring as work progresses.
Combine feedback from users, code, logs, and runtime results into a reasoned plan. Separate agreement from conflicting evidence, explain the judgment, and validate it with the people or systems that supplied the original information.
Structure complex work that spans many sessions or iterations. Assess resources and obstacles, identify the current stage, choose one immediate achievable target, and set milestones for moving from preparation toward broader execution.
Search US patent and trademark records through USPTO APIs. Retrieve examination histories, citations, ownership transfers, and registration status to support prior art research, meaning searches for earlier inventions, and analysis of company patent and trademark holdings.
Prepare documentation for a medical device quality management system under ISO 13485. Review existing documents for gaps, draft quality manuals and procedures, and organize device files with prioritized actions for certification preparation.
Prepare market research reports covering market size, competitors, entry opportunities, and risks. Organize cited evidence, distinguish assumptions from facts, and present charts and strategic recommendations with implementation plans to support business and investment decisions.
Turn an existing plan into a readable, self-contained HTML document. It preserves the original scope and commitments while clarifying supported phases, owners, dependencies, decisions, and open questions so people can review the work and act on it.
Find potential customers based on your product and ideal customer profile, a description of companies you want to sell to. Research each prospect, score its fit with supporting evidence, and compile reports and a CSV.
Discover competitors based on a company's business, then research their pricing, features, public feedback, and published performance comparisons. Compile findings into an HTML report with company profiles, comparison tables, and a dated mentions feed.
Find sales prospects from an event's speaker list by checking their companies against your target customer profile. Get ranked HTML reports and a CSV, with public research, reasons to reach out, and suggested message openers.
Optimize stock allocations from price data using NVIDIA cuOpt, with controls for severe losses or overall variability. Compare risk and return, inspect allocation tables, backtest against benchmarks, and evaluate scheduled or drift-triggered rebalancing.
Refresh a job-search profile using facts from a resume. The skill drafts LinkedIn headlines and an About section, reviews and crops profile photos, and identifies inconsistencies across the resume, LinkedIn, and GitHub.
Combine existing decision records, product requirements, specifications, and other documents into project planning files. Classify sources, report conflicts, and either create a new plan or add requirements and phases to an existing one.
Turn gaps found in a milestone audit into grouped work phases. Read the latest audit, prioritize outstanding work, and update the roadmap after user confirmation, with an option to plan each phase in detail.
Bring an external plan into GSD, a project planning system, after checking it against recorded project decisions. Detect conflicts before writing files, convert the plan to PLAN.md, and validate it with gsd-plan-checker.
Insert urgent work between existing project phases using decimal numbers such as 72.1. The workflow checks the requested phase, calculates the insertion number, and updates the roadmap while preserving the existing phase numbering.
Manage milestone phases from one terminal with a status dashboard and suggested next actions. Delegate planning and execution to background agents while discussing another phase, keeping several parts of the work moving at once.