Advisor Update Writer

Write concise research updates that help an advisor, mentor, collaborator, or lab audience make decisions.

Use this skill when:

• the user needs a weekly update, advisor email, lab update, meeting memo, or collaborator status note
• experiment results, writing progress, reviewer risks, or implementation blockers need to be summarized
• the update should ask for a decision, feedback, resources, compute, paper-positioning advice, or priority choice
• project memory should be turned into a human-readable progress report
• several feedback loops need to be reconciled: algorithm, experiments, writing, review, rebuttal, artifact, or release

Do not use this skill for a full experiment report. Use experiment-report-writer when the main artifact is a detailed technical report. Use this skill when the main artifact is a decision-oriented communication.

Pair this skill with:

• research-project-memory to recover current status, decisions, claims, evidence, risks, and actions
• experiment-report-writer when detailed experiment evidence needs a source report
• figure-results-review when plots or tables will be shown to an advisor