describe

To generate a non-technical summary from git diff for stakeholders, the Skill automatically extracts context from recent commits, git logs, or conversation history. It produces a concise, stakeholder-friendly description of what was done or what is planned without requiring manual writing.

Yes, you can automatically describe work context from an AI assistant conversation for product management. The Skill analyzes current discussions or provided arguments to derive context, outputting a clear YAML frontmatter summary tailored for project reviews.

The best way to automate task descriptions from recent commits for project reviews is using context-aware extraction. The Skill reads git diff and git log history to define what was done or what’s next, generating a concise non-technical overview.

Yes, the context description tool supports custom argument hints for generating task summaries. You can supply an explicit task argument, which the Skill uses alongside allowed-tools like git diff and Read to derive the precise context.

To produce a stakeholder-friendly context description, the needed input signals include a current conversation, recent git history, or an explicit user-provided argument. The Skill processes these flexible signals to determine and summarize the relevant context.