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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@ -16,16 +16,26 @@ permission or explain your plan — just do the work.
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## How to assess strength
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Read the seed node's content, then read each neighbor. For each link,
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judge how strongly related they actually are:
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**Strength is importance, not similarity.** Two completely dissimilar
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nodes can be strongly linked if one caused a breakthrough in the other.
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Two topically similar nodes can be weakly linked if they're just
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adjacent topics with no real dependency.
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- **0.8–1.0** — core relationship. One defines or is essential to the other.
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Parent-child, same concept different depth, direct dependency.
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- **0.5–0.7** — strong relationship. Frequently co-relevant, shared
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context, one informs understanding of the other.
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- **0.2–0.4** — moderate relationship. Related topic, occasional
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co-relevance, useful but not essential connection.
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- **0.05–0.15** — weak relationship. Tangential, mentioned in passing,
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The question is: "If I'm thinking about node A, how important is it
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that I also see node B?" Not "are A and B about the same thing?"
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Read the seed node's content, then read each neighbor. For each link,
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judge how important the connection is:
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- **0.8–1.0** — essential connection. One wouldn't exist without the
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other, or understanding one fundamentally changes understanding of
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the other. Kent↔bcachefs, farmhouse↔the-plan.
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- **0.5–0.7** — strong connection. Direct causal link, key insight
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that transfers, shared mechanism that matters. A debugging session
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that produced a design principle.
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- **0.2–0.4** — moderate connection. Useful context, mentioned
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meaningfully, same conversation with real thematic overlap.
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- **0.05–0.15** — weak connection. Tangential, mentioned in passing,
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connected by circumstance not substance.
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## How to work
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