skills/skills.volces.com/adaptive-reasoning

adaptive-reasoning

SKILL.md

Adaptive Reasoning

Self-assess complexity before responding. Adjust reasoning level dynamically.

Quick Assessment (run mentally on every request)

Score the request 0-10 on these dimensions:

Signal Weight Examples
Multi-step logic +3 Planning, proofs, debugging chains
Ambiguity +2 Nuanced questions, trade-offs, "it depends"
Code architecture +2 System design, refactoring, security review
Math/formal reasoning +2 Calculations, algorithms, logic puzzles
Novel problem +1 No clear pattern, requires creativity
High stakes +1 Production changes, irreversible actions

Subtract:

  • Routine/repetitive task: -2
Installs
14
First Seen
Mar 14, 2026