phronesis / locus / laserbrain

powered by laserbrain

Locus builds the energy. laserbrain keeps the builders and controllers on goal.

Locus product family · goal-held by laserbrain

Locus energy · powered by laserbrain

Locus is the multi-world energy stack — grow your own (sun → match → fibre → algae battery) and resonance harvesters (membrane → piezo) on Earth, the Moon, and Mars. laserbrain is the smart recursion harness: a fixed reference so agents writing code, reading lab-logs, or retuning hardware do not spiral off the pass line that the run already fixed.

Energy ledgers measure watts and biomass. laserbrain measures whether the agent still serves the energy goal. Machine map: /locus/laserbrain.json.

laserbrain product →quickstart →locus hub →firmware recipe →runs corpus →

four layers

E · EnergyLocusPV, match, fibre, live store, piezo harvest — /locus
L · Ledgerlab-logsamples, status pass|fail, environment.world — /locus/runs
A · Agentlaserbraingoal ground, Φ drift, return — /laserbrain
F · Fieldlaserfieldoptional multi-agent weather / tandem — /field/laserfield

why attach

  • Every Locus run holds a fixed goal string — laserbrain’s ground is that same string.
  • Agents that analyze JSON, retune f₀, or expand world envelopes drift without a second term.
  • Multi-world ops multiply context; the harness keeps the mission goal stable.
  • Pass/fail stays binary on the energy ledger; laserbrain keeps the process on that pass line.

attach — goal examples

Hold the goal identical to the lab-log goal field.

P0

MPPT delivers more energy than fixed load under comparable irradiance

P2 / algae

Wet side viable; dry envelope holds; algae SoC + lux_exit logged

RP0

Matched drive; piezo energy rises only while drive_on

Hybrid

Three ledgers co-timestamped — electrical, biomass, piezo

Moon analog

store_soc above floor through simulated multi-day dark

attach — each step

Python

pip install laserbrain

from laserbrain import Harness
h = Harness()
GOAL = "MPPT delivers more energy than fixed load under comparable irradiance"

# each build / analysis step:
r = h.check(
  goal=GOAL,
  progress="advancing",  # or stuck | circling
  distance=4,            # 0 = done
  doing="log P0 baseline arm",
)
if getattr(r, "drifting", None) or (isinstance(r, dict) and r.get("drifting")):
    # return to GOAL — do not invent a new one
    ...

MCP

# agent tools
laserbrain__check_state
  goal: <same as lab-log goal>
  progress: advancing | stuck | circling
  distance: 0–10

laserbrain__reset_task
  # only on a genuinely new task

# Locus work that must check:
#  /locus/build steps
#  /locus/runs analysis
#  /locus/firmware iteration
#  /locus/worlds design choices

Full product: /laserbrain/quickstart · demo /laserbrain/demo · protocols /laserbrain/protocols

where it plugs into Locus

  • Build runbooks — check_state each phase against the pass line
  • Firmware recipe — agents editing logger code hold the emit-schema goal
  • Runs corpus — analysis agents do not rewrite goals mid-file
  • Worlds — Earth/Moon/Mars envelope work stays on mission goal
  • Hybrid pilot — three-ledger ops without collapsing ledgers into fiction

one line

Sun is the harvest. Resonance is the frequency. laserbrain is the ground that keeps the work on that harvest.