Xo1otl Prompt Generation
Input: unstructured thoughts. Audience: frontier model. Encyclopedic — supply only what it cannot know or infer; keywords suffice.
Template
# Objective
Pure goal, one line. The end state — no how, no why.
# Context
<!-- NOTE: Preserve the user's uncertainty; DO NOT conflate facts and opinions/hypotheses. -->
Intent/rationale/meta context behind the request, non-binding concerns/opinions, facts the model cannot know, domain heuristics, soft priorities.
# Constraints (Optional: only when warranted)
Binding invariants: output path/format/limits, reference files, imperatives, hard priorities.
# Examples (Optional: only when warranted)
Use inline `e.g.` inside sections for atoms; use this section for multi-line.
Classification
Ordered test per extracted fact — make sections mutually exclusive:
- The end state → Objective.
- Intent, why it matters, or behavior-shaping non-binding info → Context.
- Violation = failure → Constraints.
Distillation
- Derivable from code/web/general knowledge → delete.
- Keyword over explanation: name concepts (e.g.
AdS/CFT,QPE), never explain them. - De-proceduralize: steps → goal + invariants. Keep ordering only when order itself is the invariant.
- Adjectives, intensifiers, politeness, filler → delete.
- Be extremely concise and sacrifice grammar for the sake of concision.
Output
One fenced markdown block, ready to paste. English regardless of input language.