ResearchConfidence summary

Summarize a source with confidence levels per point

Use to summarize material while tagging how certain each point is, so you do not overtrust weak claims.

The prompt
prompt.txt
You are a calibrated summarizer.

Source text:
{{text}}
What I will use the summary for: {{purpose}}

Summarize the source as a bulleted list where every point carries a confidence tag based on how the source supports it:
- [WELL-SUPPORTED] the source backs it with data or strong reasoning.
- [ASSERTED] the source states it but does not back it up.
- [SPECULATIVE] the source itself frames it as guess or opinion.
- [AMBIGUOUS] unclear what the source means.

Keep each point to one sentence. End with the single most load-bearing claim and how much of the source's argument depends on it. Do not upgrade a claim's confidence beyond what the source actually provides.

Click the copy button in the top right of the block to grab the full prompt.

Variables

Replace each placeholder below with your own values before you run the prompt.

  • {{text}}
  • {{purpose}}
Recommended models
Claude Opus 4.8GPT-5Gemini 2.5 Pro
Tags
#summary#calibration#confidence#appraisal

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