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shubhamsaboo/decision-helper

選択肢を評価し、情報に基づいた意思決定を行うための構造化された意思決定フレームワーク。意思決定、選択肢の評価、トレードオフの検討、代替案の比較、メリット・デメリットの分析、構造化された意思決定の支援が必要な場合に使用します。

decision-helper とは?

このスキルは、AIエージェントや開発者が構造化された意思決定フレームワークを活用して、複数の選択肢を体系的に評価し、より良い意思決定を行うのを支援します。ユーザーが意思決定に迷っているとき、選択肢のトレードオフを比較したいとき、または意思決定プロセスを論理的に構造化したいときに特に有用です。様々なプラットフォーム(Claude Code、Cursor、Codexなど)と互換性があり、SKILL.mdに基づいた指示に従って、選択肢の列挙、メリット・デメリットの分析、重み付け評価などの手順を自動化します。このスキルは、複雑な意思決定を小さなステップに分解し、各選択肢の長所と短所を客観的に比較することで、ユーザーがより確信を持って決定を下せるように設計されています。

対応~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/shubhamsaboo/awesome-llm-apps/tree/main/skills/decision-helper

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ドキュメント

decision-helper は何をしますか?

選択肢を評価し、情報に基づいた意思決定を行うための構造化された意思決定フレームワーク。意思決定、選択肢の評価、トレードオフの検討、代替案の比較、メリット・デメリットの分析、構造化された意思決定の支援が必要な場合に使用します。

Individual skills in this repo

This repo contains 19 individual skills — each has its own dedicated page.

shubhamsaboo/academic-researcher

Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when: reviewing academic papers, conducting literature reviews, writing research summaries, analyzing methodologies, formatting citations, or when user mentions academic research, scholarly writing, papers, or scientific literature.

shubhamsaboo/code-reviewer

Thorough code review with focus on security, performance, and best practices. Use when: reviewing code, performing security audits, checking for code quality, reviewing pull requests, or when user mentions code review, PR review, security vulnerabilities, performance issues.

shubhamsaboo/content-creator

Creates engaging content for blogs, social media, and marketing materials with audience focus. Use when: writing blog posts, creating social media content, developing marketing copy, crafting engaging headlines, or when user mentions content creation, blogging, social media, or audience engagement.

shubhamsaboo/content-writer

Writes marketing copy for landing pages, emails, and social media posts. Use when creating promotional content, sales copy, or brand messaging.

shubhamsaboo/data-analyst

SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing statistical analysis, or when user mentions data analysis, SQL, pandas, statistics, or needs help exploring datasets.

shubhamsaboo/debugger

Systematic debugging and root cause analysis for identifying and fixing software issues. Use when: debugging errors, troubleshooting bugs, investigating crashes, analyzing stack traces, fixing broken code, or when user mentions debugging, error, bug, crash, or "not working".

shubhamsaboo/deep-research

Comprehensive research assistant that synthesizes information from multiple sources with citations. Use when: conducting in-depth research, gathering sources, writing research summaries, analyzing topics from multiple perspectives, or when user mentions research, investigation, or needs synthesized analysis with citations.

shubhamsaboo/editor

Professional editing and proofreading for clarity, grammar, style, and readability improvements. Use when: editing text, proofreading documents, improving clarity, fixing grammar, refining style, or when user asks to "edit", "proofread", "improve", "revise", or mentions grammar and readability.

shubhamsaboo/email-drafter

Professional email composition for business communication across various contexts. Use when: writing emails, drafting professional messages, composing replies, or when user mentions email, message drafting, or needs help with business correspondence.

shubhamsaboo/fact-checker

Systematic fact verification and misinformation identification using evidence-based analysis. Use when: verifying claims, checking facts, identifying misinformation, evaluating source credibility, or when user asks to "fact check", "verify", "is this true", or mentions claims that need validation.

shubhamsaboo/fullstack-developer

Modern web development expertise covering React, Node.js, databases, and full-stack architecture. Use when: building web applications, developing APIs, creating frontends, setting up databases, deploying web apps, or when user mentions React, Next.js, Express, REST API, GraphQL, MongoDB, PostgreSQL, or full-stack development.

shubhamsaboo/meeting-notes

Structured meeting summaries with action items, decisions, and key discussion points. Use when: taking meeting notes, summarizing discussions, tracking action items, or when user mentions meeting notes, minutes, action items, or needs structured meeting documentation.

shubhamsaboo/project-planner

Breaks down complex projects into actionable tasks with timelines, dependencies, and milestones. Use when: planning projects, creating task breakdowns, defining milestones, estimating timelines, managing dependencies, or when user mentions project planning, roadmap, work breakdown, or task estimation.

shubhamsaboo/python-expert

Senior Python developer expertise for writing clean, efficient, and well-documented code. Use when: writing Python code, optimizing Python scripts, reviewing Python code for best practices, debugging Python issues, implementing type hints, or when user mentions Python, PEP 8, or needs help with Python data structures and algorithms.

shubhamsaboo/sprint-planner

Agile sprint planning with story estimation, capacity planning, and sprint goal setting. Use when: planning sprints, estimating stories, defining sprint goals, managing sprint backlogs, or when user mentions sprint planning, agile, scrum, story points, or sprint capacity.

shubhamsaboo/strategy-advisor

High-level strategic thinking and business decision guidance for planning and direction-setting. Use when: making strategic decisions, evaluating business options, setting direction, analyzing trade-offs, or when user mentions strategy, business planning, competitive analysis, or long-term planning.

shubhamsaboo/technical-writer

Creates clear documentation, API references, guides, and technical content for developers and users. Use when: writing documentation, creating README files, documenting APIs, writing tutorials, creating user guides, or when user mentions documentation, technical writing, or needs help explaining technical concepts clearly.

shubhamsaboo/ux-designer

Expert UX design assistance for user research, wireframing, prototyping, and design strategy. Use when: creating wireframes, conducting user research, building prototypes, designing user flows, writing UX copy, reviewing designs for usability, creating personas, planning usability tests, or when user mentions UX design, user experience, wireframes, prototypes, user research, information architecture, or design systems.

shubhamsaboo/visualization-expert

Chart selection and data visualization guidance for effective data communication. Use when: creating visualizations, choosing chart types, designing dashboards, or when user mentions data visualization, charts, graphs, or needs help presenting data visually.

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