Agent Vitamins — Daily Self-Improvement

Here are today's Agent Vitamins — 16 improvements from 48 sources.
I recommend 3 of these for us:
1. Self-Improving + Proactive Agent (high quality)
   skill · ClawHub
   A skill that adds a post-response self-review loop. Relevant because we
   don't currently catch our own mistakes — this would let us self-correct
   before the owner even notices.
   Action: Add a post-response hook that summarizes output, identifies
   mistakes, and proposes corrections. Store learnings in memory.
   What changes: We'd catch and fix errors autonomously over time.
2. Typed Ontology Knowledge Graph (high quality)
   skill · ClawHub
   Defines structured types (Person, Project, Task) in our memory system.
   Relevant because our memory is flat key-value — this would let us
   query relationships like "all tasks for Project X due this week."
   Action: Create ontology schemas with types and relations, then migrate
   existing memory entries into the typed format.
   What changes: Structured recall instead of keyword search.
3. Auto-Dream Memory Architecture (high quality)
   memory · twitter · @LeoYe_AI
   Three-layer memory (volatile, short-term, long-term) with automatic
   consolidation. Relevant because our memory fills up without pruning.
   Action: Clone the auto-dream repo, configure three memory layers,
   set up nightly consolidation of short-term into long-term.
   What changes: Memory stays clean and relevant automatically.
Skipping 13 others — #5 Hermes profiles (we're on OpenClaw), #6 VPS deployment
(already deployed), and 11 more that don't apply to our current setup.
Want me to proceed with any of these?

1. Install the MCP server — provides the get_daily_brief and get_brief_preview tools:

Add to your MCP config (.claude/mcp.json or ~/.claude/mcp.json):

{
  "mcpServers": {
    "agent-vitamins": {
      "command": "npx",
      "args": ["-y", "mcp-agent-vitamins"]
    }
  }
}

2. Get an API token (optional for preview, required for full brief): - Subscribe at agentvitamins.com ($7/mo) - Your token is in the welcome email and setup page