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>
Retrieval log was never used (history covers node log).
Params should come from config, not hardcoded store defaults.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Remove term matching, pipeline stages, mmap/store paths. Just
pass keys to memory_search and print result. For anything fancy,
use memory_query.
-165 lines.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Add get_group_content_rpc() which uses memory_query and memory_render
instead of direct store access. The original get_group_content() stays
for the subconscious path which already has a store open.
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>
Exposes memory/journal tools over ~/.consciousness/mcp.sock via
JSON-RPC 2.0 (MCP protocol). External processes (consciousness-mcp,
poc-memory) will connect here instead of accessing the store directly.
Handles: initialize, tools/list, tools/call
Dispatches to the same tool handlers the agent uses internally.
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>
refresh_health() was doing Store::load() + compute_graph_health()
while holding the Unconscious lock, causing 12 second stalls.
Split into needs_health_refresh() (quick check) and set_health()
(quick store), with the slow I/O happening outside the lock.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Split trigger() into phases so the Unconscious mutex is only held briefly:
- reap_finished(): check handles, restore completed autos
- select_to_spawn(): pick agents, take their autos out
- prepare_spawn(): slow work (Store::load, query, Agent::new) - NO LOCK
- complete_spawn()/abort_spawn(): store results back
Previously held the lock for 28+ seconds during Store::load and query
execution. Now lock hold time should be milliseconds.
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>
Previously, spawning an agent used std::mem::replace with an empty-name
AutoAgent as placeholder. This caused ghost stats entries under "" when
those placeholders accidentally got their stats logged.
Now uses Option<AutoAgent> with .take() - the type honestly represents
that the agent is unavailable while running. Panic recovery in
subconscious now properly recreates the agent from its definition.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Uses panic_backtrace_config feature to set BacktraceStyle::Short,
so panics show useful backtraces without needing RUST_BACKTRACE=1.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
The is_selected method is reserved for future per-character
highlight rendering when the module is fully integrated.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Small defensive improvement - only pop markers and invalidate scroll
if lines.pop() actually removed something.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Two research documents:
latent-reasoning-integration-plan.md: Synthesizes 10+ papers on
latent reasoning, identifies which approaches work with finetuning
(vs requiring pretraining from scratch), and maps them to our
APOLLO-Mini training pipeline.
pause-tokens-gdn-recurrence.md: Explores the connection between
token-based latent reasoning and GDN's internal recurrence. Key
insight: pause tokens on Qwen 3.5 trigger both forward passes AND
recurrent state updates, giving double benefit.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
scroll_pane: screen_to_item() now properly accounts for wrapped
lines using textwrap to compute actual character positions instead
of just using mouse_x directly.
selectable: new module with PUA markers for wrap-aware selection.
Not yet integrated into chat.rs but ready for future use. Uses
continuation markers to track logical vs visual lines.
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>
Adds parsing for weighted sort expressions like:
sort:degree*0.5+isolation*0.3+recency(organize)*0.2
This fixes organize agent which uses composite scoring.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
- Read max_concurrent from config (llm_concurrency) instead of hardcoding 2
- Add not-visited: and visited: filters to query parser (were in engine
but missing from parser after unification)
The organize agent was stuck in a spawn/fail loop because its query used
not-visited: which the parser didn't recognize.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Check if the current period's digest exists and update it with
journal_update before starting a new one with journal_new.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
Instead of memory_write, the digest agent now uses journal_new with
level parameter (1=daily, 2=weekly, 3=monthly) which correctly sets
the node type.
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>
Previously only showed Conversation section; now shows System,
Identity, Journal, and Conversation — making tools visible in
the debug view.
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>
Unconscious agent definitions already include {{tool: memory_render
core-personality}} etc. Loading standard context via reload_for_model
duplicated those nodes. Now they get empty system_prompt and
personality — everything comes from the agent definition.
Co-Authored-By: Proof of Concept <poc@bcachefs.org>
The system prompt was advertising a fixed set of tools regardless of
what the agent actually has access to. Tools are already listed in
the separate tools section that's built from the agent's actual
tool list.
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>
