explore
SolidExpand a materially unclear problem or solution space into distinct directions before its decision owner commits. Use when framing, user value, scope, reversibility, or available options are unsettled; use research instead when the options are known and an uncertain fact is the blocker.
Install
Quality Score: 82/100
Skill Content
Details
- Author
- xiongxianfei
- Repository
- xiongxianfei/rigorloop
- Created
- 4 months ago
- Last Updated
- today
- Language
- Python
- License
- MIT
Similar Skills
Semantically similar based on skill content — not just same category
research
Reduce a bounded, decision-relevant factual uncertainty with attributable evidence and explicit confidence. Use when platform behavior, compatibility, standards, policies, prices, performance, security, scale, or operational facts could materially change a known decision; use explore instead when the option space itself is unclear.
learn
Capture durable lessons after implementation, review, verification, or incidents. Use when recurring mistakes, systemic gaps, or explicit retrospective work should guide future contributors.
proposal
Create a concise direction-approval proposal before Design. Use when the user has a selected direction, explored options, problem statement, or issue that needs its challenge, goals, bounds, governing principle, direction, and feasibility recorded. Use proposal-review to review an existing proposal; use architecture and spec for detailed Design decisions.