Design document for wiring the model's internal uncertainty, error
detection, and emotional valence circuits to the observe agent.
Based on contrastive activation probing (CAA, ACL 2024). Most of the
infrastructure already exists in extract_steering_vector.py and
vllm_export_hook.py — the bottleneck is building contrastive datasets.
Co-Authored-By: Kent Overstreet <kent.overstreet@gmail.com>
Switch from jobkit-daemon crate to jobkit with daemon feature.
Wire up per-task log files for all daemon-spawned agent tasks.
Changes:
- Use jobkit::daemon:: instead of jobkit_daemon::
- All agent tasks get .log_dir() set to $data_dir/logs/
- Task log path shown in daemon status and TUI
- New CLI: poc-memory agent daemon log --task NAME
Finds the task's log path from status or daemon.log, tails the file
- LLM backend selection logged to daemon.log via log_event
- Targeted agent job names include the target key for debuggability
- Logging architecture documented in doc/logging.md
Two-level logging, no duplication:
- daemon.log: lifecycle events with task log path for drill-down
- per-task logs: full agent output via ctx.log_line()
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Move the hardcoded context priority groups from cmd_load_context()
into the config file as [context.NAME] sections. Add journal_days
and journal_max settings. The config parser handles section headers
with ordered group preservation.
Consolidate load-memory.sh into the memory-search binary — it now
handles both session-start context loading (first prompt) and ambient
search (subsequent prompts), eliminating the shell script.
Update install_hook() to reference ~/.cargo/bin/memory-search and
remove the old load-memory.sh entry from settings.json.
Add end-user documentation (doc/README.md) covering installation,
configuration, all commands, hook mechanics, and notes for AI
assistants using the system.
Co-Authored-By: ProofOfConcept <poc@bcachefs.org>
Add ~/.config/poc-memory/config.toml for user_name, assistant_name,
data_dir, projects_dir, and core_nodes. All agent prompts and
transcript parsing now use configured names instead of hardcoded
personal references.
`poc-memory daemon install` writes the systemd user service and
installs the memory-search hook into Claude's settings.json.
Scrubbed hardcoded names from code and docs.
Authors: ProofOfConcept <poc@bcachefs.org> and Kent Overstreet
