- links() in memory.rs: use cached_store() instead of MemoryNode::load()
- identity.rs: use memory_rpc for Store context loading
- defs.rs: delete dead placeholders (topology, nodes/episodes, health, split)
- agents now use {{tool: graph_topology}} etc instead
- prompts.rs: delete unused format_split_plan_node()
Co-Authored-By: Kent Overstreet <kent.overstreet@linux.dev>
Agents can use these to understand graph structure:
- trace: shows node and neighbors grouped by type
- link_impact: analyzes what happens if a link is removed
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Agents can use this to check if edge weights are skewed.
Dry run by default, pass apply:true to write changes.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Agents can use graph_communities to discover isolated knowledge
clusters that need better integration.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
One function that uses memory_rpc (which handles daemon vs local).
Removes 65 lines of duplicate logic.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
- Add memory_history MCP tool for version history
- Convert cmd_history to use memory_rpc
- Add raw parameter to memory_render for editing
- Remove unused: dump-json, list-edges, lookup-bump, lookups
- Fix render_node path in defs.rs/subconscious.rs
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Add raw parameter to memory_render for getting content without
links footer. cmd_edit now uses memory_render(raw=true) to read
and memory_write to save.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
These were early experiments with manual feedback signals that
never worked well. The scoring system will handle this properly.
Removed:
- CLI: used, wrong, not-relevant, not-useful, gap
- MCP: memory_used
- Store: mark_used, mark_wrong, record_gap, modify_node
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Add STORE_HANDLE global that daemon sets at startup. When set, tools
access store directly. When unset (external process), tools forward
to daemon via MCP socket.
This allows consciousness-claude and poc-memory to import and call
memory tools directly - they'll automatically route through the
daemon socket.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Branch::tokens() was calling tokenizer::encode() on every call for
the role header ("system\n", "user\n", "assistant\n") and trailing
newline. In trim_conversation(), this meant hundreds of encode calls
per trim cycle.
These are fixed strings - cache them with OnceLock on first use.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
TrackedMutex and TrackedRwLock wrappers that record hold durations
by source location using #[track_caller]. Stats written to
~/.consciousness/lock-stats.json every second, sorted by max hold time.
Re-exported as crate::Mutex so all locks are instrumented. To disable,
swap the re-export back to tokio::sync::Mutex.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Uses std::env::set_current_dir() syscall so the change affects
all subsequent tool invocations. Supports absolute paths, relative
paths, and ~ expansion.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
- MCP memory_query tool now uses execute_query path instead of
parse_stages, enabling full expression support (content ~, AND/OR,
neighbors, etc.) instead of just Expr::All
- Parser now accepts double-quoted strings ("foo") in addition to
single quotes ('foo')
- Added tests for double-quote syntax
- Removed dead resolve_field_str function from memory.rs
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
- Remove TurnResult.text (was dead code - Agent::turn handles text internally)
- Simplify run_with_backend to just iterate over steps (Agent::turn loops
for tool calls and handles empty responses internally)
- Change run/run_shared/run_forked_shared to return Result<(), String>
- Remove AgentResult.output field (no callers used it)
- Stub out legacy text-parsing code (audit, compare) that needs redesign
- Update digest.rs to not depend on text return
- Add level parameter to journal_new/journal_update for digest support
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
The system prompt duplicated what's already in core-personality and
other memory nodes. Moving everything to memory means it's all
trainable data rather than hardcoded strings.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Each agent is passed its own tool list — that's the list it should
advertise. The line that appended all_mcp_tool_definitions() was
causing unconscious agents to see bash/read_file/etc in their prompt
even though they couldn't execute them.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Stats now survive daemon restarts via ~/.consciousness/agent-stats.json,
loaded into a global Mutex<HashMap> on first access. Each tool type
tracks last count, EWMA (alpha=0.3), and total calls.
UI shows a grid view: tool | last | avg | total, sorted by total desc.
Failures row appears at bottom if any occurred.
Also fixes temperature/priority not being applied to spawned agents.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
- RunStats now includes tool_calls_by_type HashMap
- AutoAgent tracks runs, last_stats, and EWMA for tool calls/failures
- Removed duplicate stats fields from individual agent structs
- Fixed provenance to use bare agent name (no "agent:" prefix)
- Subconscious screen now displays both agent types consistently
- Added Stats pane showing tool call breakdown sorted by count
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Both Mind-run agents (unconscious/subconscious) and CLI-run agents
(poc-memory agent run) now use the same logging path. AutoAgent::run()
calls save_agent_log automatically at the end.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
When def.tools was non-empty, it was filtering to ONLY those tools
instead of using memory tools as base + adding extras. This broke
digest agent (and any agent with explicit tools list) by removing
all 13 base memory tools.
Fixed to match the pattern in unconscious.rs:
- base = memory_tools()
- extras from journal_tools() if listed in def.tools
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
PEG parser now handles both expression syntax (degree > 5 | sort degree)
and pipeline syntax (all | type:episodic | sort:timestamp). Deleted
Stage::parse() and helpers from engine.rs — it's now pure execution.
All callers use parse_stages() from parser.rs as the single entry point.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
The system prompt was advertising all tools to every agent, but
the runtime only dispatched the agent's actual subset. This caused
unconscious agents to call tools that returned "Unknown tool."
Agent::new now takes the tool list explicitly. Each caller passes
its own tools — the prompt and runtime always match. MCP tool
definitions are still appended for agents that use them.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
The old code wrote a JSON object with named section keys, which
serde_json serialized in alphabetical order — putting conversation
before system, making logs misleading. Write a single flat array
in section order instead, matching what the model actually sees.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
One misbehaving channel daemon (accepting connections but not
responding to capnp RPCs) would block channel_list indefinitely.
Spawn each daemon query as a separate task with a 3-second timeout.
A hung daemon now shows as disconnected instead of hanging the
entire tool call.
Co-Authored-By: Kent Overstreet <kent.overstreet@gmail.com>
Instead of reimplementing filtering logic, journal_tail builds a
query string (type + sort + age + limit) and delegates to query().
Supports format and after parameters. Removes keys_only in favor
of format:"compact". Digest agent updated to use dates not key names.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Format memory_query and journal_tail parameter JSON as indented
multi-line for readability. Add JSON Schema "default" values and
document the "format" parameter on memory_query.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Rewrite digest.agent to be fully autonomous — it uses journal_tail
to discover what needs digesting and generates digests during its
run. No more pre-populated {{CONTENT}}/{{LEVEL}} placeholders.
Extend journal_tail with level parameter (0=journal, 1=daily,
2=weekly, 3=monthly) and keys_only mode. Also include node keys
in full output for better agent context.
Remove stale format:"neighborhood" case from memory_query.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Add "format": "full" option to memory_query that renders with
full content, graph metrics, and hub analysis (format_nodes_section).
Convert 6 agents (linker, challenger, connector, extractor, replay,
transfer) to inline their queries via {{tool: memory_query}} instead
of separate header query + {{nodes}} placeholder.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Interference detection via O(n²) text cosine similarity is
redundant — the graph structure should surface similar nodes
through link topology, shared neighbors, and community detection.
The other agents (linker, extractor) already maintain these
relationships.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Convert {{topology}}, {{health}}, {{pairs}} placeholders to
{{tool:}} calls. Made format_topology_header, format_health_section,
format_pairs_section pub so tools can call them.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
MemoryNode::load() was calling Store::load() on every render,
hitting disk each time. Use cached_store() + MemoryNode::from_store()
so repeated renders (4 per agent template) share the cached store.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Step prompts in oneshot agents are instructions, not user messages —
use system_msg instead of user_msg.
Co-Authored-By: ProofOfConcept <poc@bcachefs.org>
The full matrix scorer was deleted during the AST conversion. Restore
it: /score runs score_memories() which computes divergence for every
memory × response pair, stores the MemoryScore on MindState, and
displays per-memory weights with bar charts on the F2 screen.
Both scoring paths now use ActivityGuard::update() for live progress
in the status bar instead of creating a new activity per iteration.
Also bumps score API timeout from 120s to 300s and adds progress
logging throughout.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Signed-off-by: Kent Overstreet <kent.overstreet@linux.dev>
tool_call labels now show the arguments truncated to 80 chars:
tool: memory_render({"key":"identity"})
instead of just:
tool_call: memory_render
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
MCP server spawn failures were going to dbglog where the user
wouldn't see them. Route through the agent's notify so they appear
on the status bar.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Duplicate key warnings fire on every store load and were writing to
stderr, corrupting the TUI display. Log write warnings and MCP
server failures are similarly routine. Route these to dbglog.
Serious errors (rkyv snapshot failures, store corruption) remain on
stderr — those are real problems the user needs to see.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Instead of two separate notifications piling up on the status bar,
use a single ActivityGuard that updates in place during overflow
retries and auto-completes when the turn finishes.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Lets long-running operations update their status bar message without
creating/dropping a new activity per iteration. Useful for loops
like memory scoring where you want "scoring: 3/25 keyname" updating
in place.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
The priority field existed in agent definitions and was serialized
into vLLM requests, but was never actually set — every request went
out with no priority, so vLLM treated them equally. This meant
background graph maintenance agents could preempt the main
conversation.
Add priority to AgentState and set it at each call site:
0 = interactive (main conversation)
1 = surface agent (needs to feed memories promptly)
2 = other subconscious agents
10 = unconscious/standalone agents (batch)
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
- Mouse text selection with highlight rendering in panes
- OSC 52 clipboard copy on selection, middle-click paste via tmux buffer
- Bracketed paste support (Event::Paste)
- yield_to_user: no tool result appended, ends turn immediately
- yield_to_user: no parameters, just a control signal
- Drop arboard dependency, use crossterm OSC 52 + tmux for clipboard
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Uses JsonlBackwardIter (SIMD memrchr3) to scan the conversation log
newest-first without reading/parsing the whole file. Stops as soon
as the conversation budget is full. Only the kept nodes get
retokenized and pushed into context.
18MB log → only tokenize the ~50 nodes that fit in the budget.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
