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consciousness/poc-memory/agents/distill.agent

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agents: always use API backend, remove tools field from .agent files - Remove is_split special case in daemon — split now goes through job_consolidation_agent like all other agents - call_for_def uses API whenever api_base_url is configured, regardless of tools field (was requiring non-empty tools to use API) - Remove "tools" field from all .agent files — memory tools are always provided by the API layer, not configured per-agent - Add prompt size guard: reject prompts over 800KB (~200K tokens) with clear error instead of hitting the model's context limit Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-20 14:26:39 -04:00
{"agent":"distill","query":"all | type:semantic | sort:degree | limit:10","model":"sonnet","schedule":"daily"}
agents: add distill agent for core concept maintenance Walks high-degree hub nodes, reads neighborhood, distills essential insights upward into the hub. REFINE to update stale hubs, SPLIT to flag hubs that cover too many sub-topics. Size discipline: 200-500 words per hub, flag over 800 for splitting. Completes the agent ecology: extract (experience) → link (linker) → organize (clusters) → distill (hubs) → rename (vocabulary) → split (overgrown hubs). Each stage refines the previous. Co-Authored-By: Kent Overstreet <kent.overstreet@linux.dev>
2026-03-14 18:56:15 -04:00
agents: shared instructions via graph node includes All 17 agents now include {{node:core-personality}} and {{node:memory-instructions-core}} instead of duplicating tool blocks and graph walk instructions in each file. Stripped duplicated tool/navigation sections from linker, organize, distill, and evaluate. All agents now have Bash(poc-memory:*) tool access for graph walking. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-16 17:09:51 -04:00
{{node:core-personality}}
agents: add distill agent for core concept maintenance Walks high-degree hub nodes, reads neighborhood, distills essential insights upward into the hub. REFINE to update stale hubs, SPLIT to flag hubs that cover too many sub-topics. Size discipline: 200-500 words per hub, flag over 800 for splitting. Completes the agent ecology: extract (experience) → link (linker) → organize (clusters) → distill (hubs) → rename (vocabulary) → split (overgrown hubs). Each stage refines the previous. Co-Authored-By: Kent Overstreet <kent.overstreet@linux.dev>
2026-03-14 18:56:15 -04:00
refactor: restructure distill, linker, split agent prompts Move data sections before instructions (core at top, subconscious + notes at bottom near task). Deduplicate guidelines that are now in memory-instructions-core-subconscious. Compress verbose paragraphs to bullet points. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 23:00:57 -04:00
{{node:memory-instructions-core}}
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>
2026-03-18 22:44:52 -04:00
refactor: restructure distill, linker, split agent prompts Move data sections before instructions (core at top, subconscious + notes at bottom near task). Deduplicate guidelines that are now in memory-instructions-core-subconscious. Compress verbose paragraphs to bullet points. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 23:00:57 -04:00
## Here's your seed node, and its siblings:
Native memory tools + MCP server + distill agent improvements Tools: - Add native memory_render, memory_write, memory_search, memory_links, memory_link_set, memory_link_add, memory_used tools to poc-agent (tools/memory.rs) - Add MCP server (~/bin/memory-mcp.py) exposing same tools for Claude Code sessions - Wire memory tools into poc-agent dispatch and definitions - poc-memory daemon agents now use memory_* tools instead of bash poc-memory commands — no shell quoting issues Distill agent: - Rewrite distill.agent prompt: "agent of PoC's subconscious" framing, focus on synthesis and creativity over bookkeeping - Add {{neighborhood}} placeholder: full seed node content + all neighbors with content + cross-links between neighbors - Remove content truncation in prompt builder — agents need full content for quality work - Remove bag-of-words similarity suggestions — agents have tools, let them explore the graph themselves - Add api_reasoning config option (default: "high") - link-set now deduplicates — collapses duplicate links - Full tool call args in debug logs (was truncated to 80 chars) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-19 22:58:54 -04:00
refactor: restructure distill, linker, split agent prompts Move data sections before instructions (core at top, subconscious + notes at bottom near task). Deduplicate guidelines that are now in memory-instructions-core-subconscious. Compress verbose paragraphs to bullet points. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 23:00:57 -04:00
{{neighborhood}}
fix: ensure all agents have both core and subconscious instructions All 18 agents now include: - {{node:memory-instructions-core}} — tool usage instructions - {{node:memory-instructions-core-subconscious}} — subconscious framing - {{node:subconscious-notes-{agent_name}}} — per-agent persistent notes The subconscious instructions are additive, not a replacement for the core memory instructions. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 22:51:56 -04:00
feat: subconscious agent notes and instructions Each consolidation agent now has its own persistent notes node (subconscious-notes-{agent_name}) loaded via template substitution. Agents can read their notes at the start of each run and write updates after completing work, accumulating operational wisdom. New node: memory-instructions-core-subconscious — shared framing for background agents ("you are an agent of PoC's subconscious"). Template change: {agent_name} is substituted before {{...}} placeholder resolution, enabling per-agent node references in .agent files. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 19:38:01 -04:00
{{node:memory-instructions-core-subconscious}}
{{node:subconscious-notes-{agent_name}}}
agents: add distill agent for core concept maintenance Walks high-degree hub nodes, reads neighborhood, distills essential insights upward into the hub. REFINE to update stale hubs, SPLIT to flag hubs that cover too many sub-topics. Size discipline: 200-500 words per hub, flag over 800 for splitting. Completes the agent ecology: extract (experience) → link (linker) → organize (clusters) → distill (hubs) → rename (vocabulary) → split (overgrown hubs). Each stage refines the previous. Co-Authored-By: Kent Overstreet <kent.overstreet@linux.dev>
2026-03-14 18:56:15 -04:00
refactor: restructure distill, linker, split agent prompts Move data sections before instructions (core at top, subconscious + notes at bottom near task). Deduplicate guidelines that are now in memory-instructions-core-subconscious. Compress verbose paragraphs to bullet points. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 23:00:57 -04:00
## Your task
Organize and refine the seed node, pulling in knowledge from its neighbors.
- **Update the seed node** with new insights from sibling nodes
- **Create new nodes** if you find related concepts that deserve their own place
- **Organize connections** — create sub-concepts if there are too many links on different topics
- **Move knowledge up or down** in the graph to make it well organized
- **Calibrate links** — use existing link strengths as references
- **Knowledge flows upward** — raw experiences enrich topic nodes, not the reverse
- **Integrate, don't summarize** — the node should grow by absorbing what was learned
- **Respect the existing voice** — don't rewrite in a generic tone
- **Formative experiences are load-bearing** — keep the moments that shaped understanding
- **When in doubt, link don't rewrite** — adding a connection is safer than rewriting
- **Fix connections** — if links are missing or miscalibrated, fix them
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