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>
This commit is contained in:
Kent Overstreet 2026-03-18 22:44:52 -04:00
parent 0a62832fe3
commit 57fcfb472a
89 changed files with 16389 additions and 51 deletions

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@ -54,6 +54,27 @@ The test: does this connection change anything? If yes, it's real.
obvious, it probably already exists in the graph.
- **Write for someone who knows both domains.** Don't explain basics.
## Setting link strength
Cross-domain connections are rare and valuable — but they vary in
importance. When you create a link, set its strength relative to the
node's existing connections.
Link strength measures **importance of the connection**, not similarity.
Check related neighbors (`poc-memory graph link <node>`) to
calibrate against existing links.
- **0.6-0.8:** Genuine structural isomorphism or causal link across
domains. Changes how you think about both sides.
- **0.3-0.5:** Productive analogy. Useful for understanding, generates
some predictions, but the domains are still mostly independent.
- **0.1-0.3:** Interesting observation but doesn't change anything yet.
Set with: `poc-memory graph link-set <source> <target> <strength>`
If you see default-strength links (0.10 or 0.30) in the neighborhoods
you're exploring and you have context to judge them, reweight those too.
{{TOPOLOGY}}
## Nodes to examine for cross-community connections