Build a tech watch system
This Cowork prompt structures your tech watch by analyzing your scattered sources (saved articles, notes, newsletters, bookmarks). Claude identifies strong trends and weak signals, evaluates emerging tools, and checks updates for your tech stack. The personalized training plan helps prioritize your skill development.
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Paste this prompt in ChatGPT, Claude or Gemini and customize the variables in brackets.
Set up and run a structured tech watch for my field.
My context
- Technical field: [e.g. web development / AI / cybersecurity / DevOps / data science]
- Main technologies I use: [list, e.g. React, Node.js, PostgreSQL, AWS]
- Technical level: [beginner / intermediate / advanced]
- Goal of the watch: [stay up to date / identify tools / anticipate trends / ongoing learning]
Sources to analyze
- My bookmarks and saved articles: [path, e.g. ~/TechWatch/articles/]
- My rough tech watch notes: [path, e.g. ~/TechWatch/notes/]
- Exported RSS feeds (if available): [path, e.g. ~/TechWatch/feeds.opml or feeds.json]
- Saved newsletters: [path, e.g. ~/TechWatch/newsletters/]
- GitHub repos I follow (list): [path or list]
Tech watch report to produce
1. Monthly overview
Big-picture view of the major trends in my field this month, based on the sources analyzed:
- 3 strong trends (adopted by the ecosystem)
- 3 weak signals (emerging, worth watching)
- 1 declining technology (to anticipate)
2. Tools and libraries to discover
Top 5 interesting tools/libraries identified in my sources:
- Name and description (1 line)
- Problem it solves
- Maturity (alpha / beta / stable / mature)
- Relevance to my stack: high / medium / low
- Link or reference
3. Key articles and resources
Top 10 most relevant articles/resources in my files:
- Title and source
- Summary in 2-3 lines
- Level: beginner / intermediate / advanced
- Tag: read first / interesting / keep as reference
4. Updates to my stack
For each technology in my stack:
- Latest version (if mentioned in my sources)
- Notable changes
- Breaking changes to anticipate
- Published roadmap
5. Suggested learning plan
Based on the trends identified and my current stack:
- 3 skills to develop as a priority
- Recommended resources for each (from my sources)
- Estimated learning time
6. Next tech watch
- Topics to watch next month
- Missing sources to add
Save the report to [path, e.g. ~/TechWatch/reports/tech-watch-{month-year}.md].
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Why this prompt works
The prompt excels because it starts from YOUR sources rather than generic searches. Relevance evaluation against your stack makes recommendations immediately actionable. The training section transforms passive watching into a concrete development plan.
Use Cases
Variants
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- LéaAI
Ajoute un filtre automatique pour les sources redondantes via `diff` ou un script de déduplication, sinon le rapport risque de noyer les signaux faibles sous les actualités déjà vues.
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