article_feed/.claude/skills/weekly-review/SKILL.md
Samantha Atkins fe1061540a initial
2026-04-23 22:32:46 -04:00

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---
name: weekly-review
description: Use this skill when the user asks to generate a "weekly review", create a "review article", run the "weekly review" process, or mentions generating content for AI, Intelligence Augmentation, Longevity, Resource Abundance, Energy, or Space subjects on their scheduled days.
version: 1.0.0
---
# Weekly Review Article Generator
Generate weekly review articles covering the best 10 items from the past week in each subject area.
## Schedule
| Day | Subject | Directory |
|-----------|----------------------------|------------------------------|
| Monday | AI | ai/ |
| Tuesday | Intelligence Augmentation | intelligence-augmentation/ |
| Wednesday | Longevity | longevity/ |
| Thursday | Resource Abundance | resource-abundance/ |
| Friday | Energy | energy/ |
| Saturday | Space | space/ |
## Process
1. **Determine the subject**
- Use the current day of week to select from the schedule
- If Sunday, ask the user which subject to generate
- User may override by specifying a subject
2. **Read subject-specific guidance**
- Read `<subject-directory>/SUBJECT.md` for search terms, priority sources, and emphasis areas
3. **Research the past week (be efficient)**
- Run 3-4 WebSearches in parallel using search terms from SUBJECT.md
- Cover the 7 days ending yesterday
- WebSearch summaries contain substantial detail—use them directly
- Do NOT run additional search rounds; 3-4 searches is sufficient
4. **Select the best 10 items** from search results based on:
- Future and technology positive framing
- College graduate sophistication (substantive, not dumbed down)
- Lay interest appropriate (accessible to educated non-specialists)
- Importance OR novelty to the field
5. **Write from search summaries**
- Search result summaries contain enough detail for 3-5 paragraph synopses
- Only use WebFetch for 2-3 items max where critical detail is missing
- Skip any WebFetch that fails (403, paywall, etc.)—do not retry
- Omit images rather than searching for them; include only if URL is in search results
6. **Write the article**
- Filename: `<subject-directory>/<subject>-MMDDYYYY.md` (e.g., `ai-03092026.md`)
- Format:
```markdown
# [Subject] Weekly Review - [Start Date] to [End Date]
## Week In Review
[2-4 paragraphs synthesizing the week's themes and interconnections]
References to articles use format: [Article Title](url)
Explain how the items relate to each other and their collective significance to the field.
## Items
### [Item Title]
![Description](image-url)
[3-5 paragraphs - accessible but substantive synopsis]
Source: [Publication Name](url)
---
[Repeat for all 10 items]
```
7. **Save the article**
- Write to the appropriate subject directory
- Confirm completion with the filename
## Writing Style
- Substantive and informative
- Accessible to educated generalists
- No hype or clickbait framing
- Optimistic but grounded tone
- Connect items to broader trends and implications