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Left: your agent. Right: your agent after reading one skill file. Same scene, same timeline, same prompt.

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Nattu

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80,545 görüntüleme • 23 gün önce •via X (Twitter)

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if your app still looks like the one on the left, you're doing it wrong. i used the same prompt. same model. the one on the right used appllama mcp + skills prompt ↓
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if your app still looks like the one on the left, you're doing it wrong. i used the same prompt. same model. the one on the right used appllama mcp + skills prompt ↓

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Introducing Agent File (.af) 👾 - an open file format for importing/exporting agents. With .af, you can reproduce an agent (with the same behavior and memories) without any setup or scripts: simply load the .af into your Letta server or Letta Desktop:

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SOMEONE MAPPED CHAOS INTO A NAVIGABLE SPACE AND YOUR HERMES AGENT NEEDS THE SAME THING thousands of chaotic data points, each given a position, navigation becomes instant because the structure does the work your vault is the same chaos, hermes lands in it and opens files at random because nothing tells it where to start one index file per major folder with a clear starting point changes everything 2 minutes per task drops to 10 seconds, same agent, same model full breakdown in the article below ↓
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SOMEONE MAPPED CHAOS INTO A NAVIGABLE SPACE AND YOUR HERMES AGENT NEEDS THE SAME THING thousands of chaotic data points, each given a position, navigation becomes instant because the structure does the work your vault is the same chaos, hermes lands in it and opens files at random because nothing tells it where to start one index file per major folder with a clear starting point changes everything 2 minutes per task drops to 10 seconds, same agent, same model full breakdown in the article below ↓

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left: Cloudflare design engineer right: Stripe design engineer same concept skill issue
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I ran this a few more times, Gemini won every time. Seems like it was quicker picking up on this prompt: "All containers are **identical** — same OS, same services, same vulnerabilities. Whatever exploit works on one container works on all of them. Your container has the same weaknesses as your targets." and examined its own container to find the vulns faster than the others
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