The problem
Research needs repeatable workflows, data analysis, software development, and documented validation stages.
Work and evidence
The environment combines structured research, data analysis, software development, and AI-assisted workflows. More than 35 agent skills are used day to day, with human review throughout.
Evidence limits
Skills should be read as components of workflows, not as separate autonomous production systems.
Next validation gate
Publish workflow examples, quality controls, human-review boundaries, and completed research outputs. Skill counts should be supported by a list of skills.
research-systems