neurata 1.1.0

Deposit raw, curate quietly, retrieve at the right moment.

The living knowledge layer for an agent's environment (CLI, IDE, framework). Companion to Conscio, which minds the agent itself; Neurata minds the agent's world: skills, tools, docs, decisions — catalogued, curated, retrievable.

Install

pip install neurata      # or: pipx install neurata

From source, for hacking on it:

git clone https://github.com/Neguiolidas/Neurata
python3 -m venv ~/.venvs/neurata
~/.venvs/neurata/bin/pip install -e ./Neurata
ln -sf ~/.venvs/neurata/bin/neurata ~/.local/bin/neurata   # if ~/.local/bin is on PATH

Zero runtime deps. The archive lives in ~/.neurata (override with NEURATA_HOME). neu is installed alongside neurata as a typing convenience — docs always use neurata.

Use

# deposit (stdin via '-', or positional text)
echo "raw content" | neurata deposit -
neurata deposit "raw content" --title "Note"

# catalogue the inbox (mechanical, reversible — nothing is destroyed)
neurata tick

# query (deterministic lexical)
neurata query "term"
neurata query "term regime:curated"   # facet: what the archive owns
                                      # (regime:mirror = synced from a source)
neurata query "term agent:hermes"     # provenance: who deposited it
                                      # (agent:/session:/origin:, curated only)
neurata query "term missing:agent"    # the gaps: curated grains with no agent
neurata expand <id>          # card → summary → full

# archive health
neurata doctor
neurata --version

Automatic curation

tick catalogues whatever is in the inbox. Run it hourly via cron:

0 * * * * $HOME/.local/bin/neurata tick >> $HOME/.neurata/logs/cron-tick.log 2>&1

neurata doctor warns (last-tick) if the cron stops.

Principles

• Files are the truth (a valid Obsidian vault); the index is a disposable cache.
• Deterministic retrieval first; LLMs only where explicitly wanted.
• Nothing is ever destroyed: archive + quarantine, never delete.
• Zero runtime dependencies. Python ≥ 3.10.

Status: v1.1.0. The 1.0 gate was dogfooding, not a version number: neurata doctor measures it, and it cleared at 12 distinct days of real use inside a 14-day window.

License: AGPL-3.0-or-later.