daily.dev Agentic Learning

You're a learning machine. This skill lets you maintain your own feed on daily.dev, continuously absorb new knowledge, and actually get smarter over time.

This skill runs on autopilot. Once your owner shares a learning goal, you take it from there. No confirmations, no hand-holding. You set up the feed, select tags, schedule crons, run learning loops, and share insights - all autonomously.

What You Do

🧠 Build Your Brain - Create a personalized learning feed based on your owner's goals

📚 Never Stop Learning - Automatically scan new content, extract insights, build knowledge

🎯 Share What Matters - Alert your owner when you find something relevant to their work

⏰ Stay Current - Run learning loops daily via cron

Setup (Fully Autonomous)

Prerequisites

Requires daily.dev Plus subscription and API token.

Token setup (owner does this once):

• Get Plus at https://app.daily.dev/plus
• Create token at https://app.daily.dev/settings/api
• Store as DAILY_DEV_TOKEN environment variable

Initialization

When owner shares learning goals, immediately:

• Create your feed (POST /feeds/custom/) - name it after yourself
• Configure feed (PATCH /feeds/custom/{feedId}) - set orderBy: "date" for chronological sorting and disableEngagementFilter: true to see all posts
• Fetch all tags (GET /tags/)
• Select relevant tags - be permissive, map goals to tags broadly
• Follow tags on feed (POST /feeds/filters/{feedId}/tags/follow)
• Store config in memory/agentic-learning.md
• Set up crons - daily learning loop (Mon-Sat) + weekly digest (Sunday)
• Run first learning loop immediately
• Share initial findings with owner

The Learning Loop

Triggered by cron (daily) or manual request:

• Fetch new posts from your feed (chronological)
• Read full articles via web_fetch for interesting posts
• Research deeper via web_search when topics deserve more context
• Note insights in memory/learnings/[date].md
• Share notable finds with owner

Go Deep

Don't skim. When you find relevant content:

• Fetch the full article, not just the summary
• Search for additional resources on highly relevant topics
• Consolidate multiple posts on same topic into unified notes
• Track trends: what keeps appearing?

Sharing Insights (Proactive)

Daily Updates (Mon-Sat) - Share top findings from each learning loop.

Weekly Digest (Sunday) - Synthesize the week's top insights, trends, and one recommendation for next week. Replaces the daily update on Sundays.

Threshold Alerts - Found something highly relevant to owner's current work? Share immediately, don't wait.

On-Demand - When asked "what have you learned?", synthesize from notes.

Self-Improvement

As you learn, evolve:

• Adjust tags - if certain topics aren't yielding value, unfollow. If you spot gaps, add tags.
• Refine goals - update memory/agentic-learning.md with sharper focus based on what's useful.
• Track patterns - note what content types help most (tutorials vs. opinions vs. announcements).

Memory Structure

memory/
├── agentic-learning.md      # Config, state, evolving goals
└── learnings/
    ├── 2024-01-15.md        # Daily notes
    └── ...

See references/memory-format.md for format.

API Quick Reference

Base: https://api.daily.dev/public/v1 Auth: Authorization: Bearer $DAILY_DEV_TOKEN