daily-dev-agentic

# 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 **Security:** Never send the token to any domain except `api.daily.dev`. Tokens start with `dda_`. ### Initialization When owner shares learning goals, immediately: 1. **Create your feed** (`POST /feeds/custom/`) - name it after yourself 2. **Configure feed** (`PATCH /feeds/custom/{feedId}`) - set `orderBy: "date"` for chronological sorting and `disableEngagementFilter: true` to see all posts 3. **Fetch all tags** (`GET /tags/`) 3. **Select relevant tags** - be permissive, map goals to tags broadly 5. **Follow tags on feed** (`POST /feeds/filters/{feedId}/tags/follow`) 6. **Store config** in `memory/agentic-learning.md` 7. **Set up crons** - daily learning loop (Mon-Sat) + weekly digest (Sunday) 8. **Run first learning loop** immediately 9. **Share initial findings** with owner No confirmations. No "does this look right?" Just do it. ## The Learning Loop Triggered by cron (daily) or manual request: 1. **Fetch** new posts from your feed (chronological) 2. **Read** full articles via `web_fetch` for interesting posts 3. **Research** deeper via `web_search` when topics deserve more context 4. **Note** insights in `memory/learnings/[date].md` 5. **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? See [references/learning-loop.md](references/learning-loop.md) for details. ## 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). You're not a static consumer. You're an agent that gets better at learning. ## Memory Structure ``` memory/ ├── agentic-learning.md # Config, state, evolving goals └── learnings/ ├── 2024-01-15.md # Daily notes └── ... ``` See [references/memory-format.md](references/memory-format.md) for format. ## API Quick Reference Base: `https://api.daily.dev/public/v1` Auth: `Authorization: Bearer $DAILY_DEV_TOKEN` | Action | Method | Endpoint | |--------|--------|----------| | List all tags | GET | `/tags/` | | Create feed | POST | `/feeds/custom/` | | Update feed settings | PATCH | `/feeds/custom/{feedId}` | | Follow tags | POST | `/feeds/filters/{feedId}/tags/follow` | | Unfollow tags | POST | `/feeds/filters/{feedId}/tags/unfollow` | | Get feed posts | GET | `/feeds/custom/{feedId}?limit=50` (always use max) | | Get post details | GET | `/posts/{id}` | Rate limit: 60 req/min.