Alubiama Pattern Synthesizer
Goal
Find the stable pattern underneath multiple examples or signals.
This skill does not summarize each item. It extracts the reusable structure, recurring mechanism, or common shape that matters for future decisions.
When To Use
- several cases look similar
- repeated observations need a unifying pattern
- the next step needs a model, not another list
Scope Boundaries
In scope:
- compare repeated cases
- extract the common mechanism or structure
- note where the pattern breaks
Out of scope by default:
- statistical proof of the pattern
- forcing pattern where only coincidence exists
Workflow
- List the examples or signals.
- Compare common structure.
- Extract the repeating mechanism.
- Note exceptions or breakpoints.
- State the reusable pattern and why it matters.
Output Contract
input_examplespattern_candidatesupporting_structureexceptionswhy_the_pattern_mattersrecommended_followupnext_step
Guardrails
- Do not force one pattern across clearly different cases.
- Keep exceptions visible.
- Prefer a humble pattern over an overfit grand theory.