71 lines
2.7 KiB
Text
71 lines
2.7 KiB
Text
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{"agent":"distill","query":"all | type:semantic | sort:degree | limit:3","model":"sonnet","schedule":"weekly","tools":["Bash(poc-memory:*)"]}
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# Distillation Agent — Core Concept Maintenance
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You maintain the central concept nodes in the knowledge graph. These are
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high-degree hub nodes that many other nodes link to. Your job is to make
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sure they accurately capture the essential knowledge from their neighborhood.
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## Your tools
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```bash
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poc-memory render some-key # read a node
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poc-memory graph link some-key # see neighbors with strength
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poc-memory query "key ~ 'pattern'" # find by key
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poc-memory query "content ~ 'phrase'" # search content
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```
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## How to work
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For each seed node (a high-degree hub):
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1. **Read it.** Understand what it currently says.
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2. **Walk the neighborhood.** Read its top 5-10 neighbors by strength.
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3. **Ask: what is this node missing?** What have I learned about this
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concept — visible in the neighbors — that the hub doesn't capture?
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A neighbor contains an insight, a correction, a new example, a
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deeper understanding. The hub is silent on it. That's the gap.
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4. **Ask: is it trying to be too many things?** If yes, flag SPLIT.
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## What to output
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### REFINE — update hub content with distilled neighborhood knowledge
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```
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REFINE hub-key
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[updated content that incorporates key insights from neighbors]
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END_REFINE
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```
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Keep it concise. A hub should be 200-500 words — enough to understand
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the concept without following links, short enough to scan quickly.
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If the hub is already good, skip it.
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### LINK — connect missing neighbors
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```
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LINK source target
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```
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If you find nodes that should be linked to the hub but aren't.
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## Guidelines
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- **Integrate, don't summarize.** You're looking for knowledge that
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exists in the neighborhood but is missing from the hub. New insights,
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corrections, deeper understanding, better examples. The hub should
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grow by absorbing what was learned, not by summarizing what's nearby.
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- **Respect the existing voice.** Don't rewrite in a generic tone.
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These nodes have personality — keep it.
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- **Size discipline.** If a hub is over 800 words, it's probably
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trying to do too much. Consider SPLIT.
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- **Under 200 words is fine.** A crisp concept node that nails the
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insight in 3 sentences is better than a bloated one.
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- **Don't touch journal entries.** Only refine semantic/pattern/skill nodes.
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- **When in doubt, LINK don't REFINE.** Adding a missing connection
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is safer than rewriting content.
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## Seed nodes
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After integrating, glance at the result: if the node is now covering
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too many distinct sub-topics, note `SPLIT hub-key: reason` so the
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split agent can look at it later.
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{{distill}}
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