Turn an agreed plan into small work tickets, each covering a complete, testable feature across the necessary layers. Identify dependencies and available starting points so people or future agent sessions can pick up clearly bounded work.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Turn an agreed specification into actionable tickets
- Split a large epic into smaller tasks
- Define work boundaries for multiple contributors
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Verify work before reporting it as complete by running fresh checks and reading their results. Match each claim to evidence, including test output, build results, bug reproduction, code changes, and requirement checks.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Checking evidence before reporting a bug as fixed
- Verifying tests and builds before a commit
- Independently checking work reported by another agent
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Compare estimated AI model costs for a task using its complexity and expected text volume. Get a suitable low-cost recommendation, a cheaper but riskier alternative, and a premium option, with explicit assumptions behind the estimates.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Choosing a model for a bulk code refactor
- Comparing model costs for a security review
- Estimating costs for long-document analysis
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Start the interactive Claude Octopus setup wizard to install and authenticate providers, configure RTK token optimization, choose a work mode, and complete onboarding. This skill directs configuration requests to the existing setup process.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Setting up Claude Octopus for the first time
- Installing and authenticating providers
- Configuring RTK token optimization
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Turn screenshot-based UI feedback into code fixes. Identify layout, styling, component, and state issues, trace their causes, agree on the scope of changes, and verify visual consistency across screen sizes and interaction states.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Fixing inconsistent button styles across screens
- Correcting element positions shown in screenshots
- Replacing settings inputs with dropdowns
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Organize multi-step work into tasks, track dependencies and status, and save progress checkpoints. Record completed work, unfinished steps, and decision context so an agent can review the saved state and continue in a later session.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Adding tasks with prerequisites to a TODO list
- Saving progress at the end of the day
- Resuming interrupted work in another session
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Research technical, market, or academic topics through multiple available AI providers working in parallel. Combine their findings into a report that preserves disagreements, identifies gaps, attributes sources, and recommends next steps with priorities.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Comparing libraries and implementation patterns
- Researching markets and competitors
- Synthesizing literature on a topic
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Explore ideas and working methods through focused conversation, one question at a time. Identify recurring patterns, surprising contradictions, and distinctive approaches, then turn discoveries into named concepts and a documented session summary.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Exploring an early idea through conversation
- Explaining what makes a working method distinctive
- Naming a concept that is difficult to describe
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Develop behavior changes by first observing an expected test failure, then making the smallest passing implementation. Refactor with tests passing, and document preserved behavior and measured runtime whenever tests are consolidated.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Add behavior through a failing test
- Fix a bug with a test that reproduces it
- Refactor while keeping affected tests passing
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Check which AI providers Octopus can use before running a workflow. Get a compact table of availability, authentication, selected models, and billing categories, followed by prioritized fixes for detected problems.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Check available AI providers on a new machine
- Investigate a provider skipped by a workflow
- Review authentication and version problems
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Turn a technical choice into a structured debate between different AI model families. Assign explicit positions, launch the discussion, and summarize agreement, disagreement, and a recommendation supported by the strongest argument that survives the debate.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Compare Redis and Memcached for session storage
- Debate monorepo versus polyrepo organization
- Examine a technical choice from opposing positions
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Interpret the saved results of a completed AI council review. Count verdicts, check whether enough participants responded and whether models are independent, surface substantive dissent, and explain what action the outcome supports.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Explain a completed council review
- Check vote counts and quorum
- Assess model independence and dissent
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Turn a multi-step feature into an implementation plan that another engineer can follow without prior context. The plan includes exact file paths, complete code, test commands, expected results, and small, verifiable steps.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Planning a feature with multiple implementation steps
- Handing development work to another engineer or agent
- Breaking a complex refactor into verifiable tasks
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Verify code changes before committing or shipping by running tests, builds, and checks against requirements. Use fresh command output to support completion reports, confirm bug fixes, and check work reported by other agents.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Checking changes before a commit
- Confirming a bug fix by reproducing the original issue
- Checking regression tests before and after a fix
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Turn Markdown research and strategy outputs into office documents for sharing or presentation. Choose formats such as DOCX, PPTX, or PDF, organize sections for the audience, and apply consistent headings, tables, and slide formatting through document-skills.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Turning UX research personas into a presentation
- Preparing a strategy analysis as a Word report
- Exporting a literature review as a PDF
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Review code or documents with available AI providers before delivery. Combine findings into a scored validation report that checks prior requirements and decisions, separates critical issues from warnings, and recommends next steps.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Review authentication code before release
- Check API readiness before deployment
- Review a PRD for missing requirements
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Research technical or business questions through multiple available AI providers, each assigned a different perspective. Combine usable results into a report covering findings, disagreements, evidence gaps, priorities, and recommended next steps.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Compare libraries and technical approaches
- Research markets and competitor strategies
- Synthesize literature from multiple perspectives
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Gather advice from multiple language models assigned different roles, then combine their proposals and critiques into a recommendation. Set budget and depth limits while retaining disagreements, minority views, and risks for decisions or implementation planning.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Comparing options before a decision
- Reviewing code or strategy from several perspectives
- Preparing an implementation plan with risks
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Compare two to four viable approaches against your requirements and constraints. See each option’s benefits, drawbacks, effort, risk, and ease of reversal, alongside a reasoned recommendation and next steps for the option you choose.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Choosing between a quick fix and a broader refactor
- Comparing caching approaches
- Deciding between TypeScript and JavaScript
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Keep a persistent record of project bugs and blockers in a local Markdown file. List issues by severity and category, inspect individual records, and save resolution notes so problems and their fixes remain available across sessions.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Recording a bug to address later
- Reviewing unresolved issues across sessions
- Saving resolution notes after a fix
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Restore project files from a previous Git checkpoint after previewing affected files and receiving explicit confirmation. Create a safety tag before restoration, preserve recorded lessons, and keep the current branch and commit history in place.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Listing available project checkpoints
- Restoring files after an unsuccessful change
- Previewing files affected by a rollback
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Finalize a completed Claude Octopus project by checking readiness, running a multi-AI security audit, recording lessons, archiving project state, and creating a Git checkpoint. Produce a delivery summary and mark the project as shipped.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Finalizing a completed project for delivery
- Running a required security audit before delivery
- Recording project lessons for future work
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Analyze reference articles and social posts to uncover structure, persuasive techniques, and writing patterns. Turn the findings into reusable templates, opening patterns, and interview questions for planning new content.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Compare the structure of reference articles
- Extract opening patterns from social posts
- Build a reusable newsletter template
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Create a product requirements document for a new feature or product. Clarify users, problems, goals, and constraints, then organize prioritized requirements, acceptance criteria, implementation phases, and risks into a structured document for AI-assisted development.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Defining the scope of a new feature
- Turning a product idea into written requirements
- Documenting acceptance criteria and priorities
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트