菜单
Write accessible, research-backed white papers and guides on complex topics. Target 8th grade readability while citing best-in-class scholarship. Output is 2-5 page PDFs that compete for attention in a TikTok world. NOT for charity narratives.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/uabbasi/good-measure-giving --skill content-research-writer命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
基于 SOC 职业分类
正在显示 SKILL.md
| name | content-research-writer |
| description | Write accessible, research-backed white papers and guides on complex topics. Target 8th grade readability while citing best-in-class scholarship. Output is 2-5 page PDFs that compete for attention in a TikTok world. NOT for charity narratives. |
Write white papers and guides that make complex topics accessible to general audiences while maintaining scholarly rigor.
The challenge: 8th grade readability + deep insight + verifiable citations. Like The Atlantic or good Vox explainers—never dumbed down, always clear.
| Constraint | Requirement |
|---|---|
| Reading level | 8th grade (Flesch-Kincaid ~60-70) |
| Length | 2-5 pages (800-2000 words) |
| Citations | Every assertion backed with link |
| Scholarship | Best-in-class sources (not just Islamic) |
| Format | PDF-ready white papers |
| Competition | TikTok attention spans—earn every sentence |
Don't dumb down the idea. Simplify the language.
| Instead of | Write |
|---|---|
| "utilize" | "use" |
| "facilitate" | "help" |
| "methodology" | "method" |
| "implementation" | "how it works" |
| "subsequently" | "then" |
| "approximately" | "about" |
But keep the substance:
Example:
❌ "The implementation of zakat distribution methodologies has historically been predicated upon scholarly interpretations that vary significantly across different madhabs."
✅ "How should zakat be distributed? Scholars have disagreed for centuries. Different schools of Islamic law give different answers."
Readers skim. Put the point first.
Paragraph structure:
Section structure:
No assertion without a source. Format:
"About 3.5 million American Muslims give zakat each year (Pew Research, 2024)."
Source hierarchy:
Avoid:
First 50 words must hook. Options:
Throughout:
# [Clear, Specific Title]
## [Subtitle that previews the insight]
**[50-word hook: surprising fact, question, or story]**
---
## The Big Picture
[150 words: Context. Why this matters. What's at stake.]
## What We Know
[300-400 words: Key findings with citations.
Use subheadings to break up.]
### [Finding 1]
[Evidence + source link]
### [Finding 2]
[Evidence + source link]
## What This Means
[200 words: Implications. So what?]
## What You Can Do
[150 words: Practical application. Clear next steps.]
---
## Sources
[Full citations with links for all sources used]
---
*[Organization name] | [Date] | [Contact/URL]*
Before finalizing, verify:
Research shows that 85% of American Muslims consider zakat obligatory (ISPU Muslim Poll, 2023).
The eight categories of zakat recipients come from a single Quranic verse.¹
¹ Quran 9:60. Translation: Sahih International
## Sources
1. Institute for Social Policy and Understanding. "American Muslim Poll 2023."
https://ispu.org/american-muslim-poll-2023/
2. Pew Research Center. "Muslim Americans: Demographics and Beliefs." 2024.
https://pewresearch.org/...
3. ProPublica Nonprofit Explorer. "Form 990 Database."
https://projects.propublica.org/nonprofits/
Draw from best-in-class scholarship across fields:
| Topic | Source Types |
|---|---|
| Charity effectiveness | GiveWell, ImpactMatters, academic philanthropy research |
| Nonprofit finance | Urban Institute, Chronicle of Philanthropy |
| Religious giving | Pew, ISPU, Lilly Family School of Philanthropy |
| Islamic law | Classical texts + contemporary scholars + academic Islamic studies |
| Poverty/development | World Bank, J-PAL, academic economics |
When scholars disagree, say so clearly:
"Scholars disagree on whether zakat can fund mosques. The majority view, held by Hanafi and Maliki scholars, says no. Some contemporary scholars argue yes, citing changed circumstances (Yaqeen Institute, 2022)."
Never pretend consensus exists when it doesn't.
Too academic:
"The hermeneutical complexities inherent in the exegesis of Quranic injunctions pertaining to zakat distribution necessitate careful consideration of madhab-specific interpretive frameworks."
Too dumbed-down:
"Zakat is like a charity tax. Muslims have to give it. Simple!"
Just right:
"The Quran names eight groups who can receive zakat. But applying 7th-century categories to 21st-century America isn't simple. Does a student drowning in debt count as 'those in bondage'? Scholars still debate this."
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
Run the charity evaluation pipeline - DoltDB storage, 8-phase streaming runner, repository pattern, judge-gated export. Use when working on collectors, scrapers, pipeline code, database queries, or debugging data flow.
Expert guidance on LLM prompting patterns used in this project. Covers versioned prompts, schema enforcement, category calibration, multi-provider fallback, and narrative generation. Activates when working on prompts, LLM integration, or evaluation logic.