research
SolidReduce 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.
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
explore
Expand 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.
research-to-decision
Run bounded technical or product research and turn it into a decision-ready repository artifact. Use when a spec, architecture choice, dependency, standard, feasibility gate, or implementation plan depends on external evidence or a controlled experiment, especially when research is delegated to another agent or chat.
learn
Capture durable lessons after implementation, review, verification, or incidents. Use when recurring mistakes, systemic gaps, or explicit retrospective work should guide future contributors.