Exposes the full query language as a tool: filtering, sorting, field
selection, neighbor walks. Examples:
degree > 10 | sort weight | limit 5
neighbors('identity') | select strength
key ~ 'journal.*' | count
Also added query_to_string() in the parser so queries return strings
instead of printing to stdout. Updated memory-instructions-core to
list all current tools (added memory_query and journal, removed
CLI commands section and nonexistent memory_search_content).
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
ContextSource::Store was handled identically to File — reading .md
files from disk. Now uses MemoryNode::load() to read from the capnp
store. This is why personality wasn't showing correctly in poc-agent:
store-sourced context groups (cognitive-modes, stuck-toolkit,
instructions, memory-instructions-core) were being looked up as
flat files and silently missing.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
- Removed write/search/mark_used static methods from MemoryNode —
those are store ops, not MemoryNode concerns
- Removed SearchResult duplicate — use query::engine::SearchResult
- Simplified Link to (String, f32) tuple — inline detection moved
to render()
- Collapsed tool definitions to one-liners
- Consolidated store-mutation tools into with_store() helper
- Supersede uses store directly instead of MemoryNode round-trip
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
MemoryNode moved from agent/memory.rs to hippocampus/memory.rs — it's
a view over hippocampus data, not agent-specific.
Store operations (set_weight, set_link_strength, add_link) moved into
store/ops.rs. CLI code (cli/graph.rs, cli/node.rs) and agent tools
both call the same store methods now. render_node() delegates to
MemoryNode::from_store().render() — 3 lines instead of 40.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Memory tools now dispatch through a special path in the runner (like
working_stack) instead of the generic tools::dispatch. This gives them
&mut self access to track loaded nodes:
- memory_render/memory_links: loads MemoryNode, registers in
context.loaded_nodes (replace if already tracked)
- memory_write: refreshes existing tracked node if present
- All other memory tools: dispatch directly, no tracking needed
The debug screen (context_state_summary) now shows a "Memory nodes"
section listing all loaded nodes with version, weight, and link count.
This is the agent knowing what it's holding — the foundation for
intelligent refresh and eviction.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Every memory tool call was spawning a poc-memory subprocess. Now uses
MemoryNode and direct Store API calls:
- memory_render: MemoryNode::load() + render()
- memory_write: MemoryNode::write() via store.upsert_provenance()
- memory_search: MemoryNode::search() via search engine
- memory_links: MemoryNode::load() + iterate links
- memory_link_add: store.add_relation() with Jaccard strength
- memory_link_set: direct relation mutation
- memory_used: store.mark_used()
- memory_weight_set: direct node.weight mutation
- memory_supersede: MemoryNode::load() + write() + weight_set()
No more Command::new("poc-memory") in this module.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
MemoryNode is the agent's live view of a loaded memory node — key,
content, links, version, weight. Operations (load, write, search,
mark_used) go directly through the store API instead of spawning
poc-memory subprocesses.
This is the foundation for context-aware memory: the agent can track
which nodes are loaded in its context window, detect changes, and
refresh regions when nodes are updated.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
The agent was shelling out to poc-hook which shells out to memory-search.
Now that everything is one crate, just call the library function. Removes
subprocess overhead on every user message.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Both hippocampus/config.rs and agent/config.rs read from the same
config file (~/.config/poc-agent/config.json5). Having two separate
implementations was a footgun — load_context_groups() was duplicated
three times across the codebase.
Merged into src/config.rs:
- Config (memory settings, global get()/reload())
- AppConfig (agent backend/model settings, figment-based loading)
- SessionConfig (resolved agent session, renamed from agent's Config)
- Single ContextGroup/ContextSource definition used everywhere
Eliminated: duplicate load_context_groups(), duplicate ContextGroup
definition in identity.rs, duplicate config file path constants.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
No more subcrate nesting — src/, agents/, schema/, defaults/, build.rs
all live at the workspace root. poc-daemon remains as the only workspace
member. Crate name (poc-memory) and all imports unchanged.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
