From learning-loop
Extracts testable factual claims from note content, classifying as empirical, mechanistic, causal, comparative, or absence. Outputs statement, type, source citation, testability. Skips metadata, links, tags.
npx claudepluginhub robinslange/learning-loop --plugin learning-loopPull testable claims from note content. Skip metadata, links, tags — focus on assertions. 1. Read the note body. 2. Identify every factual claim — statements that could be true or false. 3. Classify each claim. 4. Skip: opinions stated as opinions, framing, metadata, link text. | Type | Description | Example | |------|-------------|---------| | **Empirical** | Based on observation or measuremen...
Read-only code locator returning file:line tables for symbol definitions, callers, usages, and directory maps. Caveman-compressed output saves ~60% tokens vs vanilla Explore. Refuses fixes.
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Pull testable claims from note content. Skip metadata, links, tags — focus on assertions.
| Type | Description | Example |
|---|---|---|
| Empirical | Based on observation or measurement | "Theanine bioavailability is 65-75%" |
| Mechanistic | Inferred from how something works | "LAT1 saturation limits brain uptake" |
| Causal | Claims X causes Y | "Exercise diverts kynurenine to muscle" |
| Comparative | Claims X > Y or X differs from Y | "Grid trading fails at micro capital" |
| Absence | Claims something doesn't exist or hasn't been done | "No app bridges cognitive testing and supplement tracking" |
Some notes are purely observational or reflective. If a note contains no testable claims, return:
No testable claims found. Note is [observational/reflective/procedural].
This is not a quality issue — not every note needs claims.