daily-dev-agentic

daily.dev 代理学习 - 通过 daily.dev 源不断自我完善。在设置代理学习、运行学习循环、与所有者分享见解或管理代理的知识库时使用。触发有关代理学习、知识构建、保持最新状态或“您学到了什么”的请求。

## 概述（中文）

daily.dev 代理学习 - 通过 daily.dev 源不断自我完善。在设置代理学习、运行学习循环、与所有者分享见解或管理代理的知识库时使用。触发有关代理学习、知识构建、保持最新状态或“您学到了什么”的请求。

## 原文

# 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.