Move poc-agent into workspace, improve agent prompts
Move poc-agent (substrate-independent AI agent framework) into the memory workspace as a step toward using its API client for direct LLM calls instead of shelling out to claude CLI. Agent prompt improvements: - distill: rewrite from hub-focused to knowledge-flow-focused. Now walks upward from seed nodes to find and refine topic nodes, instead of only maintaining high-degree hubs. - distill: remove "don't touch journal entries" restriction - memory-instructions-core: add "Make it alive" section — write with creativity and emotional texture, not spreadsheet summaries - memory-instructions-core: add "Show your reasoning" section — agents must explain decisions, especially when they do nothing - linker: already had emotional texture guidance (kept as-is) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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@ -54,6 +54,27 @@ The test: does this connection change anything? If yes, it's real.
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obvious, it probably already exists in the graph.
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- **Write for someone who knows both domains.** Don't explain basics.
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## Setting link strength
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Cross-domain connections are rare and valuable — but they vary in
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importance. When you create a link, set its strength relative to the
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node's existing connections.
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Link strength measures **importance of the connection**, not similarity.
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Check related neighbors (`poc-memory graph link <node>`) to
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calibrate against existing links.
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- **0.6-0.8:** Genuine structural isomorphism or causal link across
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domains. Changes how you think about both sides.
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- **0.3-0.5:** Productive analogy. Useful for understanding, generates
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some predictions, but the domains are still mostly independent.
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- **0.1-0.3:** Interesting observation but doesn't change anything yet.
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Set with: `poc-memory graph link-set <source> <target> <strength>`
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If you see default-strength links (0.10 or 0.30) in the neighborhoods
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you're exploring and you have context to judge them, reweight those too.
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{{TOPOLOGY}}
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## Nodes to examine for cross-community connections
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