one dataset · paper, tables, graph, wiki
simgrammar the grammar of simulation

thesis

Tech trees are among the most widely used mechanics in the catalog and among the least simulated: research is a currency spent on a graph. Relationship systems are common too, but the white-space analysis shows the two rarely meet. Research performed by a small population of named scientists with skills, collaborations, and grudges turns progression into a social system and makes breakthroughs into stories, using the same agent stack as colony sims.

design sketch

Each project needs a lead and collaborators; compatibility and rivalry change speed and the chance of side discoveries; scientists publish, poach, and defect. The tech graph becomes partially stochastic: what is discovered depends on who works together.

validation experiment

Swap the research meter in a strategy prototype for a ten-scientist system and compare player-recalled research events and build-plan satisfaction. Success: more recalled research stories without lower plan satisfaction.

key risks

  • Stochastic research frustrates players planning builds.
  • Micromanaging researchers adds busywork.

falsifiable prediction

by 2029-06-30

A strategy or management game will ship research performed by a simulated population of named researchers whose relationships affect outcomes.

Title or expansion released after 2026-10-24 with at least 1,000 Steam user reviews; documentation describes research progress that depends on relationships between named researcher characters, not only on their individual stats.

open

checks against the data

3 assertions

The text above states findings about this dataset. The build fails (E032) if any of these stops holding.

  • derived.tech-tree.prevalence_rank <= 5
  • derived.relationship-values.prevalence_share >= 0.08
  • rank.whitespace.relationship-values.tech-tree <= 10

relations

11 stored edges

provenance

runs in log/runs
2026-10-24
created2026-10-24-synthesissynthesis
2026-10-24
reviewed2026-10-24-review-fixesmaintenance
2026-10-25
reviewed2026-10-25-contributor-readinessmaintenance