Fiction Autoresearch Workspace
benchmark-first fiction loop for variants, evaluations, and skill-routed revision
Fiction Autoresearch Loop
benchmark stack -> variant hypothesis -> rewrite pass -> evidence logged -> benchmark stack
benchmarks
cards + rubricshook, reveal, ending, and pressure bars for concrete story units
loops
presets + contractsdefault run shapes, candidate slots, and loop logging contracts
projects
story workspacesdrafts, state files, variants, and recorded loop history per project
evaluations
cases + reviewsbefore/after proof that a pass actually improved the target
catalog
1 registrysource of truth for plugin surface, loop status, and validation
current stage
Rewrite the scene spine so every beat cashes the new direction instead of repeating the old one.
next action
Ship the revised beat ladder, then run a benchmark verification pass.
benchmark score
84/100
Latest measured score against the active benchmark.
benchmark delta
+9
Change versus the previous recorded loop.
lane load
1
Projects currently queued in this stage.
handoff note
Select a project and move it through the loop to show how benchmark-first fiction revision works.
Auto loop active
one timed lane handoff every 4.2s
Clockwork Orchard
Live pass in progress with the new chapter spine already applied.
WO-031 / loops/presets/default-webserial.yaml
next action
Ship the revised beat ladder, then run a benchmark verification pass.
PROJECT: CLOCKWORK ORCHARD
EXPERIMENT: WO-031 / loops/presets/default-webserial.yaml
WORK PASS:
Under the glass canopy, each mechanical fruit opens one tooth at a time as the orchard remembers who planted it.
SYSTEM:
Current score 84/100 (+9 vs previous loop).
Status note: Live pass in progress with the new chapter spine already applied.
Next action: Ship the revised beat ladder, then run a benchmark verification pass.
OUTPUT CONTRACT:
Keep the benchmark promise visible.
Choose one measurable creative move.
Preserve enough evidence to justify the next loop.
projects on board
5
Total fiction projects visible in the loop.
loops completed
4
Every full return through the benchmark stack.
in flight
4
Not yet parked in Evidence Logged.
active pass
P3
Current pass number for the selected project.