FIELD / RESEARCH
Research & practice
From source material to reports, presentations and decisions.
8 resources
Building evidence appendices and editable presentation charts
A Bucheon Sangdong research-presentation workflow linked calculations to evidence appendices and refined chart comparisons and table labels. Windows Codex records were checked alongside a surviving presentation package.
Why an OpenClaw model comparison first needed a better evaluator
Four models completed 96 runs across eight tasks in the same secretary environment. The useful findings included a trace-parser defect, structured-output failures, and limits in the evaluation itself.
Turning a broken Hangul form into a reusable skill repair
A HWPX editing failure came from treating a table’s enclosing paragraph as editable body text. Codex narrowed edits to cell paragraphs and carried the fix into OpenClaw’s generator and skill instructions.
Bucheon Sangdong: research deliverables made with agents
A research production case that separates what agents produce from the decisions people make.
From research to a published web report
How UPMI connects report text, imagery, and article cards in one publishing workflow.
Designing an agent's role around the task
Separating drafting, review, and delivery makes automation and human decisions easier to understand.
Turning a plan into working documents
An urban-regeneration research note on turning a broad vision into tasks with owners, dates, and evidence.
What counts as useful work by an AI agent?
A practical record of inputs, agent tasks, human review and finished deliverables.