Key idea
A weekly review is most useful when it improves one repeatable part of the process.
At the end of a busy week, your notes may contain many observations but little clarity about what to improve. Reviewing only the biggest stock moves encourages hindsight. Reviewing every detail can become so time-consuming that you stop doing it.
Use a bounded review that examines the quality of the research process and ends with one concrete change. The goal is a better next week, not a perfect explanation of the last one.
Select a representative set of notes
Include a useful investigation, an unresolved one, and a rejected candidate. Do not choose only examples that later moved in the direction you expected. If possible, select entries using a rule such as the first complete note from each session.
For each entry, identify the original question, the information available at the time, and the conclusion. If any of those cannot be reconstructed, that missing record is itself a process finding.
Look for recurring friction
Common issues include stale quotes, unclear benchmarks, repeated headlines counted as separate evidence, or too many active candidates. Describe the problem in terms of observable behavior rather than a vague instruction to be more disciplined.
A hypothetical finding might be “Three event-based notes omitted the original release time.” That can be fixed directly. “I need better instincts” gives you little to change or measure.
Separate tool problems from process problems
An unavailable field may be a coverage limitation. A field you repeatedly overlook may be a workflow issue. A confusing interpretation may be an education issue. These categories point to different solutions.
Before adding another subscription or indicator, ask which specific missing capability it would address. More tools will not necessarily solve a habit of failing to record timestamps or define questions.
Choose one change and a review date
Pick a change small enough to apply consistently, such as requiring a source link for every catalyst note or limiting the active queue to a manageable size. State what success will look like in the next set of notes.
At the following review, check whether the change was applied and whether it reduced the original friction. Do not judge the improvement solely by whether the watched stocks rose. You are evaluating a research process, which is different from proving a trading strategy.
Try a 20-minute weekly review with a fixed stopping point. DAXA's connected workflow can help reduce research fragmentation, while this review helps you determine which parts of the process are actually becoming clearer.
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