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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 description version
weekly-review 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. 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:
# [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]
  1. 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