“summarization”

Summarizes meeting transcripts.

Use when a bounded subtask is summarization, mechanical review, fixture inspection, proposal triage, verification, or boilerplate.

Use when the spoken content of a YouTube video is needed — even if not explicitly requested: pasted video links or IDs, requests to summarize, quote…

Use when video content needs to be extracted as text: pasted YouTube links or IDs, requests to transcribe, summarize, quote, translate, convert video to text…

Read, extract, and summarize content from PDF, Word (.docx), Excel (.xlsx/.xls), PowerPoint (.pptx), and Microsoft 365 Office files.

Use when summarizing agent evaluations where autonomous, assisted, failed, timed-out, or invalid outcomes must remain distinct and comparable.

Summarize an unfamiliar software repository when the user asks for an overview, architecture, or a quick orientation.

Detects drift between raw knowledge sources and generated summaries, automating summarization.

Summarize CodexBar local cost logs by model for Codex or Claude, including current or full breakdowns.

Summarize daily surgery records from markdown files under `surgery_records/YYYY/MM/`.

Inspect and summarize session logs to troubleshoot behavior and regressions.

Implement a scoped task quickly and safely, then validate and summarize changes.

Read, summarize, and search articles in NetNewsWire (the macOS RSS reader) from the command line via AppleScript.

Summarize repository architecture, entry points, runtime flow, and important files.

Summarize residential leases in plain English, extracting rent, term, deposits, fees, utilities, notice periods, maintenance duties, guest rules, pet rules…

Use when summarizing experiment results, interpreting uncertainty, reviewing quantitative claims, or connecting statistical reports to manuscript text.

When Alfonso asks how far along he is in 4Geeks, summarize his learning activity for an optional date range.

Read, summarize, and critically analyze scientific papers.

Summarize Aftercare state explicitly.

Generate a PR description by summarizing commits and diffs on the current branch.

Author a sprint QA report as a self-contained, graphical HTML web presentation (a "slide deck") that summarizes bugs found by QA and tickets/flows validated…

Use Databricks built-in AI Functions (ai_classify, ai_extract, ai_summarize, ai_mask, ai_translate, ai_fix_grammar, ai_gen, ai_analyze_sentiment…

Summarize a Claude Code session into a short, skimmable recap — what was asked, what changed, key decisions, and open follow-ups.

Summarize WIN committee_matrix.json into ranked markdown feedback.