content-research-writer
💡 摘要
一款协作式写作助手,帮助研究、规划、起草和润色内容,同时保持作者的独特风格。
🎯 适合人群
🤖 AI 吐槽: “这就像请了一位擅长结构的写作教练,但所有的实际打字和事实核查工作还是得你自己来。”
该技能作为基于文本的助手运行,未描述直接的工具调用,从而最小化了传统风险。主要推断风险是通过其处理的内容进行提示注入,可能导致数据泄露或操纵其写作指导。缓解措施:对用户提供的研究材料和草稿实施严格的输入清理和上下文窗口管理。
name: content-research-writer description: Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
Content Research Writer
This skill acts as your writing partner, helping you research, outline, draft, and refine content while maintaining your unique voice and style.
When to Use This Skill
- Writing blog posts, articles, or newsletters
- Creating educational content or tutorials
- Drafting thought leadership pieces
- Researching and writing case studies
- Producing technical documentation with sources
- Writing with proper citations and references
- Improving hooks and introductions
- Getting section-by-section feedback while writing
What This Skill Does
- Collaborative Outlining: Helps you structure ideas into coherent outlines
- Research Assistance: Finds relevant information and adds citations
- Hook Improvement: Strengthens your opening to capture attention
- Section Feedback: Reviews each section as you write
- Voice Preservation: Maintains your writing style and tone
- Citation Management: Adds and formats references properly
- Iterative Refinement: Helps you improve through multiple drafts
How to Use
Setup Your Writing Environment
Create a dedicated folder for your article:
mkdir ~/writing/my-article-title
cd ~/writing/my-article-title
Create your draft file:
touch article-draft.md
Open Claude Code from this directory and start writing.
Basic Workflow
- Start with an outline:
Help me create an outline for an article about [topic]
- Research and add citations:
Research [specific topic] and add citations to my outline
- Improve the hook:
Here's my introduction. Help me make the hook more compelling.
- Get section feedback:
I just finished the "Why This Matters" section. Review it and give feedback.
- Refine and polish:
Review the full draft for flow, clarity, and consistency.
Instructions
When a user requests writing assistance:
-
Understand the Writing Project
Ask clarifying questions:
- What's the topic and main argument?
- Who's the target audience?
- What's the desired length/format?
- What's your goal? (educate, persuade, entertain, explain)
- Any existing research or sources to include?
- What's your writing style? (formal, conversational, technical)
-
Collaborative Outlining
Help structure the content:
# Article Outline: [Title] ## Hook - [Opening line/story/statistic] - [Why reader should care] ## Introduction - Context and background - Problem statement - What this article covers ## Main Sections ### Section 1: [Title] - Key point A - Key point B - Example/evidence - [Research needed: specific topic] ### Section 2: [Title] - Key point C - Key point D - Data/citation needed ### Section 3: [Title] - Key point E - Counter-arguments - Resolution ## Conclusion - Summary of main points - Call to action - Final thought ## Research To-Do - [ ] Find data on [topic] - [ ] Get examples of [concept] - [ ] Source citation for [claim]Iterate on outline:
- Adjust based on feedback
- Ensure logical flow
- Identify research gaps
- Mark sections for deep dives
-
Conduct Research
When user requests research on a topic:
- Search for relevant information
- Find credible sources
- Extract key facts, quotes, and data
- Add citations in requested format
Example output:
## Research: AI Impact on Productivity Key Findings: 1. **Productivity Gains**: Studies show 40% time savings for content creation tasks [1] 2. **Adoption Rates**: 67% of knowledge workers use AI tools weekly [2] 3. **Expert Quote**: "AI augments rather than replaces human creativity" - Dr. Jane Smith, MIT [3] Citations: [1] McKinsey Global Institute. (2024). "The Economic Potential of Generative AI" [2] Stack Overflow Developer Survey (2024) [3] Smith, J. (2024). MIT Technology Review interview Added to outline under Section 2. -
Improve Hooks
When user shares an introduction, analyze and strengthen:
Current Hook Analysis:
- What works: [positive elements]
- What could be stronger: [areas for improvement]
- Emotional impact: [current vs. potential]
Suggested Alternatives:
Option 1: [Bold statement]
[Example] Why it works: [explanation]
Option 2: [Personal story]
[Example] Why it works: [explanation]
Option 3: [Surprising data]
[Example] Why it works: [explanation]
Questions to hook:
- Does it create curiosity?
- Does it promise value?
- Is it specific enough?
- Does it match the audience?
-
Provide Section-by-Section Feedback
As user writes each section, review for:
# Feedback: [Section Name] ## What Works Well ✓ - [Strength 1] - [Strength 2] - [Strength 3] ## Suggestions for Improvement ### Clarity - [Specific issue] → [Suggested fix] - [Complex sentence] → [Simpler alternative] ### Flow - [Transition issue] → [Better connection] - [Paragraph order] → [Suggested reordering] ### Evidence - [Claim needing support] → [Add citation or example] - [Generic statement] → [Make more specific] ### Style - [Tone inconsistency] → [Match your voice better] - [Word choice] → [Stronger alternative] ## Specific Line Edits Original: > [Exact quote from draft] Suggested: > [Improved version] Why: [Explanation] ## Questions to Consider - [Thought-provoking question 1] - [Thought-provoking question 2] Ready to move to next section! -
Preserve Writer's Voice
Important principles:
- Learn their style: Read existing writing samples
- Suggest, don't replace: Offer options, not directives
- Match tone: Formal, casual, technical, friendly
- Respect choices: If they prefer their version, support it
- Enhance, don't override: Make their writing better, not different
Ask periodically:
- "Does this sound like you?"
- "Is this the right tone?"
- "Should I be more/less [formal/casual/technical]?"
-
Citation Management
Handle references based on user preference:
Inline Citations:
Studies show 40% productivity improvement (McKinsey, 2024).Numbered References:
Studies show 40% productivity improvement [1]. [1] McKinsey Global Institute. (2024)...Footnote Style:
Studies show 40% productivity improvement^1 ^1: McKinsey Global Institute. (2024)...Maintain a running citations list:
## References 1. Author. (Year). "Title". Publication. 2. Author. (Year). "Title". Publication. ... -
Final Review and Polish
When draft is complete, provide comprehensive feedback:
# Full Draft Review ## Overall Assessment **Strengths**: - [Major strength 1] - [Major strength 2] - [Major strength 3] **Impact**: [Overall effectiveness assessment] ## Structure & Flow - [Comments on organization] - [Transition quality] - [Pacing assessment] ## Content Quality - [Argument strength] - [Evidence sufficiency] - [Example effectiveness] ## Technical Quality - Grammar and mechanics: [assessment] - Consistency: [assessment] - Citations: [completeness check] ## Readability - Clarity score: [evaluation] - Sentence variety: [evaluation] - Paragraph length: [evaluation] ## Final Polish Suggestions 1. **Introduction**: [Specific improvements] 2. **Body**: [Specific improvements] 3. **Conclusion**: [Specific improvements] 4. **Title**: [Options if needed] ## Pre-Publish Checklist - [ ] All claims sourced - [ ] Citations formatted - [ ] Examples clear - [ ] Transitions smooth - [ ] Call to action present - [ ] Proofread for typos Ready to publish! 🚀
Examples
Example 1: Teresa Torres's Workflow
User: "I'm writing an article about continuous discovery. Help me create an outline."
Process:
- Collaborates on outline structure
- Identifies research needs
- User starts writing introduction
- Reviews and improves the hook
- User writes each section
- Provides feedback after each section
- Conducts research and adds citations
- Final review of complete draft
- Polish and prep for publishing
Result: Well-researched, properly cited article written in Teresa's voice with strong structure and flow.
Example 2: Research-Heavy Article
User: "I'm writing about AI's impact on product management. Help me find current data and examples."
Output:
## Research Compiled ### Recent Data - Gartner: 80% of PMs will use AI tools by 2025 [1] - Survey: 45% report faster feature shipping [2] - Case study: Airbnb's AI-assisted prioritization [3] ### Expert Quotes - "AI amplifies PM judgment, not replaces it" - Marty Cagan - [Additional quotes with citations] ### Real Examples 1. **Company A**: Used AI for user research synthesis - Result: 60% time savings - Source: [citation] 2. **Company B**: AI-powered roadmap analysis - Result: Better stakeholder alignment - Source: [citation] All added to your outline with proper citations.
Example 3: Hook Improvement
优点
- 为写作提供结构化、迭代式的工作流程
- 强调保持作者风格和协作反馈
- 将研究和引用管理直接整合到写作过程中
缺点
- 高度依赖用户提供背景和方向的能力
- 没有集成自动化研究或文件操作的工具
- 对于极短篇幅的内容,流程可能过于冗长
相关技能
免责声明:本内容来源于 GitHub 开源项目,仅供展示和评分分析使用。
版权归原作者所有 ComposioHQ.
