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learn-verify

learn-verify

github.com/vasanthsreeramProductivity165448 installsUpdated 10w ago
Repository

About learn-verify

learn-verify is a skill for checking claims before they are taught as facts, including empirical, historical, bibliographic, API, and theorem claims. It uses sources and records a verdict with supporting evidence.

Key features

  1. 01Frame claims as falsifiable sentences
  2. 02Find and check reliable sources
  3. 03Record support and source editions
  4. 04Note disagreements and return a verdict

Use cases

  1. 01Verify empirical or historical facts
  2. 02Check API, tool, or bibliographic details
  3. 03Validate theorems and standard facts

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/vasanthsreeram/alvarmethod --skill learn-verify

After installing, type/learn-verifyin Claude Code to confirm it loaded.

Details

From the project README

Learn verify

Trust is engineered. Check the claim before it is taught as fact.

When to run

  • Empirical, historical, bibliographic, or API/tool claims
  • Named theorems, identities, or "standard facts" you cannot reconstruct
  • Anything you were about to present with unearned certainty

Skip a full search only when you can derive the statement in-session and the learner does not need an external citation. Still say that it was derived, not sourced.

Method

  1. Write the claim in one falsifiable sentence.
  2. Fetch or search primary-ish sources (paper, textbook, official docs, standard reference). Do not cite a URL you did not open.
  3. Quote or paraphrase the supporting line. Note edition / year if it matters.
  4. Mark disagreements. Prefer the source the field actually uses.
  5. Return a verdict.

Verdict

## Claim
…

## Verdict
confirmed | qualified | contradicted | unknown

## Sources
- <title> — <url or citation> — <what it says>

## Teach as
<one sentence the teacher may now say, with any hedge>

qualified = true under stated assumptions (dimension, characteristic, gauge, version).

unknown = do not teach it as fact. Say you could not verify.

Rules

  • No invented papers, quotes, or page numbers.
  • One claim per run. Batch only if they are the same fact in different words.
  • Write the verdict into the session file if a teach session is open.

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