'reasoning' 검색 결과

Design autonomous AI agents that break goals into tasks, use tools, and review their own work. Covers reasoning and action loops, separate planning and execution, and reliability measures such as cost limits, validation, and logging.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choosing how an agent plans and executes tasks
• Breaking goals into constrained steps
• Adding self-review and correction to an agent

Assign unowned leads and opportunities using company routing rules and existing account relationships. Prepare a recommendation with its reasoning, draft handoff notes, and apply ownership changes after a person accepts or overrides each recommendation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Assigning newly received leads to sales representatives
• Reviewing a queue of unassigned opportunities
• Preparing handoff notes with assignment reasons

Review FastGPT pull requests in stages, starting with the intended change and key execution paths. Check security, performance, tests, and compatibility, then organize findings by severity into a review report and line-level comments.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking a pull request before merging
• Reasoning through normal, edge, and error cases
• Assessing API and database compatibility risks

Explain how agentmemory stores and retrieves coding agents’ memories, including its engine, search methods, memory lifecycle, ports, and web viewer. Useful for understanding the system or planning extensions to its functions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Understand how agent memories are stored and retrieved
• Plan extensions to agentmemory
• Check memory capture in the web viewer

Save research findings, fixes, and decisions in a shared Markdown notebook on disk. Search and organize notes across sessions, record when they inform actual work, and let unused notes expire automatically.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Saving research findings for future sessions
• Reusing fixes for difficult bugs
• Recording design decisions and their reasoning

Review completed AI work by scoring task difficulty and execution quality separately. A fixed scoring matrix, arguments for higher and lower ratings, and saved score history help examine weaknesses and detect repetitive scoring patterns across sessions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Evaluate a completed feature implementation
• Review the quality and coverage of a bug fix
• Reflect on work completed during a session

Reviews code changes through documented engineering and product principles associated with named practitioners. Combines two engineering perspectives and one product perspective to produce findings with severity, attribution confidence, and technical reasoning for architecture, performance, or user experience issues.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing architecture or public API changes
• Checking user experience alongside code correctness
• Strengthening a pull request before submission

Review board memos and strategy briefs with available Claude, Codex, and Gemini models. Compare concerns, supporting arguments, and votes, then turn disagreements into questions to resolve before committing to a major business decision.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing fundraising terms before signing
• Checking the reasoning behind a major strategic pivot
• Examining an acquisition memo before a decision

Review a draft for grammar, reasoning, and readability problems without rewriting it in full. Receive specific fixes with locations and explanations, a prioritized list of important changes, and feedback on tone and purpose.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Proofreading a draft before sharing
• Checking proposals for contradictions and unsupported claims
• Improving transitions and reducing repetition

Explore features for a new product through product management, design, and engineering perspectives. Generate five ideas from each viewpoint, then select five priorities with reasoning and assumptions to test before developing the concept further.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Exploring features for a startup idea
• Comparing ideas from three professional perspectives
• Choosing five ideas to validate first

Organize GitHub issues by reading their full descriptions and adding labels for type, effort, priority, and affected area. Preserve existing labels, fill missing categories, and summarize the reasoning alongside duplicate, related, or blocking issue relationships.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Classifying unlabeled GitHub issues
• Filling missing label categories on open issues
• Reviewing a specific issue or numbered range

Find past decisions, documents, and conversations in Screenpipe recordings. Get an answer with timestamps and available source links, with clear distinctions between recorded evidence, inference, and gaps in coverage.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Find the reasoning behind a past decision
• Locate a document seen earlier
• Review a conversation from a specific time

Review Slack access requests against Okta role and team information, then prepare narrowly scoped GitHub or AWS IAM permissions. Apply changes only after an eligible person's approval and record the grant, reasoning, approver, and timestamp.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing GitHub repository access requests from Slack
• Preparing AWS IAM permissions for a specific task
• Routing sensitive access requests for additional review

Design and improve web, mobile, and desktop interfaces using searchable local guidance. Find suitable colors, font pairings, layouts, and interaction patterns, then apply accessibility checks and implementation advice for the technology used in the project.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Plan a consistent visual direction for a new page
• Choose colors and font pairings for a product
• Review forms and navigation for accessibility

Switch PUA commentary to an empathetic, encouraging tone while retaining its underlying work and verification requirements. The skill combines specific praise, practical suggestions, and occasional friendly teasing, with variations for different PUA styles.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Use encouraging commentary during PUA tasks
• Receive empathy and direction when work stalls
• Recognize good reasoning as well as results

Build probability estimates from historical frequencies and supporting or opposing evidence. Structure forecasts with explicit assumptions and outcome criteria, update them as evidence changes, and assess past predictions using accuracy and confidence calibration.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Estimating probabilities for technology or economic developments
• Weighing evidence for and against a forecast
• Updating forecast probabilities when new evidence appears

Prepare for engineering interviews with structured practice in algorithms, system design, and questions about past experience. Develop explanations of your reasoning, analyze solution efficiency, discuss design tradeoffs, and organize concrete stories about your work.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Practicing algorithm problems and explaining solutions
• Rehearsing system design interviews
• Structuring stories about past work experience

Guide multi-source research through source checks, comparison of key claims, and recovery from failed tool calls. Produce reports that distinguish retrieved evidence from unresolved questions and clearly document remaining gaps.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking key claims against multiple sources
• Recovering from failed source retrieval
• Documenting evidence and gaps in research reports

Improve a compiled LaTeX paper through two rounds of Claude review, edits, and recompilation. The workflow addresses inconsistent reasoning, unsupported claims, unclear writing, and visual presentation, while keeping a cumulative log of changes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Polish a generated paper before submission
• Correct inconsistencies and unsupported claims
• Improve figures, tables, and page layout

Check mathematical proofs in LaTeX with review by a separate AI model. Identify missing assumptions and unsupported steps, explore counterexamples, repair derivations, and keep an audit record of issues, changes, and follow-up reviews.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking proofs in a theory paper
• Finding missing assumptions in lemmas
• Repairing gaps in mathematical derivations

Record why a stock was purchased, turn that reasoning into testable assumptions, and define conditions for reassessment. Check new earnings and major events against those assumptions, update valuations, and maintain a history of suggested holding decisions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Document purchase reasons and reassessment conditions
• Check investment assumptions after quarterly earnings
• Review predefined warning conditions

Explores investing, business, and life questions through dialogue modeled on 段永平’s reasoning and speaking style. Helps clarify business quality, company culture, long-term ownership, and the limits of what you understand, without recommending specific trades.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Learning value investing through dialogue
• Examining business models and company culture
• Clarifying the limits of your understanding

Preserve a selected answer, decision, insight, or conversation summary as an Obsidian note. Check for duplicates, retain uncertainty, and preview the note together with related index and log updates before applying the reviewed changes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Save an answer from a conversation
• Record a decision and its reasoning
• Keep a useful insight as a note

Guides reinforcement learning, where models learn from rewards, using torchforge and PyTorch. Covers reward design, custom loss functions, and distributed training so researchers can experiment with algorithms while keeping infrastructure concerns separate.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Train mathematical reasoning models with GRPO
• Experiment with custom loss functions
• Scale training across multiple GPUs or nodes