16 AI Worldbuilding Templates

Canon-first ideation: Fixed facts [ ]. Must-not-change constraints [ ]. Decision needed [ ]. Generate 4 materially different options; for each list benefits, costs, second-order effects and contradiction risks.

Consequence mapper: If [world rule] is true, map immediate, household, institutional and generational consequences. Label every assumption not supplied in canon.

Contradiction check: Accepted canon [ ]. Proposed addition [ ]. Flag direct conflicts, timeline conflicts, scale problems and unanswered assumptions. Do not invent missing canon.

Alternative systems: Goal [ ]. Constraints [ ]. Produce 5 different systems that solve the goal through different mechanisms. Compare failure modes and who benefits/loses.

Research-question generator: Fictional need [ ]. Real-world domain [ ]. Generate research questions and source types to consult; do not provide uncited factual answers.

Bias/stereotype check: Draft world element [ ]. Identify where it may rely on one-note cultural, gender, racial, class, disability or colonial assumptions. Ask questions rather than rewriting as authority.

Scale test: Capability [ ]. Frequency [ ]. Access [ ]. Cost [ ]. Show what changes at household, city and state scale; flag where the premise becomes inconsistent.

Failure-mode test: System [ ]. Normal operation [ ]. Dependencies [ ]. Generate 5 plausible failure modes, early warning signs and groups affected first.

Canon comparison: Option A [ ]. Option B [ ]. Compare each against [themes], [character goals], [existing canon] and [story stakes]. Recommend nothing until contradictions are listed.

Privacy-minimized prompt: Sensitive material withheld [ ]. Safe summary [ ]. Question [ ]. Work only from the summary and state what cannot be inferred.

Source-verification handoff: AI claim [ ]. Convert it into 3 checkable questions. Identify likely primary/official source types and what evidence would confirm or falsify the claim.

Culture-research handoff: Fictional concept [ ]. Potential real-world parallels [ ]. List contextual research areas, stakeholder perspectives and sensitivity questions; do not invent cultural facts.

Output provenance note: AI-assisted task [ ]. Human constraints supplied [ ]. Generated options considered [ ]. Accepted idea [ ]. Human changes [ ]. External facts verified at [sources/records].

Contract/disclosure check: Intended use of generated material [brainstorm/research aid/text/etc.] | Publisher/platform requirements [ ] | Confidentiality risk [ ] | Registration/disclosure issue to review [ ].

Human-rewrite gate: Generated material [ ]. Keep only [idea/structure/question]. Rewrite from author reasoning and canon. Remove unsupported claims, generic phrasing and unverified details.

Canon-update gate: Proposed accepted fact [ ]. Source [author decision/research/manuscript]. Conflicts checked [ ]. Status [accepted/rejected/experimental]. Record location [series bible/world bible].