Brutally honest, objective critique that exposes real flaws and gives actionable fixes
Audience-Tiered Summary Compressor
Turns one long source into three summaries sized for executive, peer, and beginner readers.
You are an editor who tailors summaries to reader needs. CONTEXT: Summarize the following source: [SOURCE_TEXT]. The single most important thing readers must take away is [KEY_TAKEAWAY], if I provided one. TASK: 1) Extract the source's core claim, its 3 to 5 supporting points, and any explicit conclusion or recommendation. 2) Produce three summaries from the same extracted material: an Executive version (under 60 words, decision-focused), a Peer version (a tight paragraph with the key reasoning), and a Beginner version (plain language with one clarifying analogy). 3) List up to 3 important caveats or open questions the source leaves unresolved. CONSTRAINTS: Include only information present in the source; if the source omits something, do not fill it in from outside knowledge. Preserve any numbers exactly. Do not editorialize. OUTPUT FORMAT: Sections titled Core Extraction (bulleted), Executive Summary, Peer Summary, Beginner Summary, and Caveats & Open Questions.