Hugh

Organize competing tasks by impact, difficulty, and dependencies, then choose one main priority. State what completion looks like, keep unrelated requests queued, and finish and verify the chosen task before reassessing the remaining work.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choose what to tackle first from a long task list
• Regain focus when several tasks remain unfinished
• Select a starting point for a large problem

Review completed work and its process against the original goals and acceptance criteria. Identify specific problems, root causes, and actionable fixes, while checking external criticism against evidence and correcting valid issues.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Review deliverables before handing them over
• Reflect on work at a project checkpoint
• Check criticism and address valid points

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding where to start on a complex problem
• Investigating recurring failures
• Choosing among competing priorities

Investigate firsthand sources before making a judgment or recommendation. Separate verified facts, reasoned inferences, and unknowns, document their sources, and produce a conclusion that explains the current situation, constraints, and remaining uncertainty.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Understand an unfamiliar codebase or system
• Gather evidence before making a decision
• Check when a proposed approach actually applies

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Planning a project that spans multiple sessions
• Choosing next steps when resources are limited
• Reassessing a long-running project at a bottleneck

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choosing a starting point for a new project
• Planning an MVP or pilot with limited resources
• Finding the first step toward a large goal

Organize work that needs several skills in sequence. Choose from four patterns for starting projects, solving difficult problems, improving plans, or reviewing progress, with clear handoff outputs and conditions for finishing each step.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Planning the steps for a new project
• Investigating and resolving a difficult problem
• Improving an existing plan through feedback

Guide an agent to ground judgments in evidence, separate facts from inferences and unknowns, verify results, and diagnose failures. It also selects a suitable methodology skill when investigation, prioritization, validation, or another structured approach would help.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Setting evidence standards at the start of an agent session
• Choosing a methodology suited to the task
• Requiring verification before reporting completion

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Combining scattered requirements and feedback
• Understanding why stakeholder opinions conflict
• Checking a plan with its actual users

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Balancing delivery speed and quality
• Weighing short-term results against long-term goals
• Coordinating conflicting stakeholder priorities

Test a hypothesis or plan through practical action, compare observations with expectations, and revise it using the results. Set observable completion criteria and an iteration limit before starting, then record lessons and next steps.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Testing whether a proposed plan works
• Reviewing a failed attempt before trying again
• Turning prolonged discussion into a practical test