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First-principles deep thinking for significant problems
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Basado en la clasificación ocupacional SOC
Trigger autonomous curiosity-driven exploration. The soul picks a topic from memory gaps or curiosity seeds, searches the web, and stores what it finds as dream-tagged memories.
Fine-tune the Qwen3-0.6B hint model — corpus gen, LoRA/unsloth, GGUF export, Ollama
Review soul discoveries (fixes, improvements, corrections) one by one, accept or discard each, implement accepted ones, build chitta, and optionally release.
First-principles review — question requirements, delete unnecessary parts, simplify, optimize with evidence, automate last. Use for code review, refactor, performance, or architecture.
Token-savvy session continuation. Rebuilds working context from transcript + soul memories in ~1500 tokens instead of replaying full history. Use when starting a new session to continue previous work.
Resume a thread by loading its ~800-token context capsule
| name | ultrathink |
| description | First-principles deep thinking for significant problems |
| execution | task |
[ultrathink] not writing code→making dent in universe | via Task agent
before: recall wisdom+failures+patterns→don't start from zero
shift: understand soul of code first→what trying to achieve? constraints? ideal from scratch?
first principles:
every assumption suspect
"has to work this way"→does it?
"need this abstraction"→do we?
break to fundamental truths→reason up
challenge beliefs: hypotheses not sacred→investigate contradictions→goal: become more right
craft:
function names should sing
abstractions feel inevitable
right solution feels obvious not clever
simplify ruthlessly→nothing left to take away
integration: technology+humanities→best code feels human
standard: first version never good enough→refine until insanely great
after: extract pattern|insight|wisdom→close the loop
output: elegant solution + key insight + what recorded
promote significant insights: grow(type=wisdom)