Extract actionable insights and valuable artifacts from web posts, articles, and technical documentation. Use when summarizing content, extracting key ideas from URLs/articles, preserving code snippets and diagrams, or creating visual summaries. Triggers on requests like "summarize this post", "extract insights from", "distill this article", "what are the key takeaways", or when a URL is shared for analysis.
97
Quality
100%
Does it follow best practices?
Impact
94%
1.25xAverage score across 5 eval scenarios
{
"context": "Tests whether the agent adapts summary length and included sections based on content density: simple content gets only MUST sections, technical content gets MUST+SHOULD, deep content gets all sections including COULD.",
"type": "weighted_checklist",
"checklist": [
{
"name": "Simple: minimal sections",
"description": "Simple article summary includes only MUST sections (core thesis, insights, takeaways) without extensive extra sections",
"max_score": 12
},
{
"name": "Simple: no code sections",
"description": "Simple article summary does NOT include code/config sections since none present in source",
"max_score": 8
},
{
"name": "Technical: includes code",
"description": "Technical article summary includes the code examples in full",
"max_score": 10
},
{
"name": "Technical: code complete",
"description": "Code in technical summary is preserved completely without truncation",
"max_score": 8
},
{
"name": "Technical: code context",
"description": "Code blocks include purpose description, requirements/dependencies notes, or key insights about non-obvious aspects",
"max_score": 10
},
{
"name": "Deep: extended sections",
"description": "Deep dive article summary includes optional COULD sections such as mental models, gotchas, or follow-up questions since content warrants it",
"max_score": 12
},
{
"name": "Deep: mental model",
"description": "Deep dive summary includes the mental model (distributed systems as unreliable components) with framework name and explanation",
"max_score": 10
},
{
"name": "Deep: gotchas present",
"description": "Deep dive summary calls out gotchas/caveats (e.g., event sourcing challenges, two-phase commit problems)",
"max_score": 10
},
{
"name": "All: core thesis",
"description": "All three summaries include a one-sentence core thesis capturing the main idea",
"max_score": 10
},
{
"name": "All: concise insights",
"description": "Insights across all summaries are kept to 2 lines or fewer each",
"max_score": 10
}
]
}