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Text Level Adjuster

Rewrite a passage of text up or down to a target reading level — specified as a Lexile band, grade band, or ELL proficiency tier — while preserving every factual claim, key concept, and central argument from the source. The output is a ready-to-distribute, differentiated version of the same passage.

Saves ~45 min/passagebeginner Claude · ChatGPT · Gemini

📖 Text Level Adjuster

Purpose

Rewrite a passage of text up or down to a target reading level — specified as a Lexile band, grade band, or ELL proficiency tier — while preserving every factual claim, key concept, and central argument from the source. The output is a ready-to-distribute, differentiated version of the same passage.

When to Use

Use when a mixed-ability class needs the same content at different reading levels, when an ELL or striving reader needs access to a grade-level text, or when an advanced reader needs an elevated version that stretches vocabulary and syntax. Pairs naturally with differentiation-planner (which plans tasks) — this skill adjusts the source text itself.

Required Input

Provide the following:

  1. Source passage — Full text, pasted or linked
  2. Target level — One of: Lexile number (e.g., 650L), grade band (K-2, 3-5, 6-8, 9-12, college), or ELL tier (Beginner / Intermediate / Advanced)
  3. Direction — Simplify (down-level) or elevate (up-level); inferred automatically if source level is provided
  4. Source level — Lexile or grade of the original, if known (optional; the skill will estimate if not supplied)
  5. Non-negotiable vocabulary — Tier-3 content terms that MUST remain in the rewrite (e.g., "photosynthesis," "Reconstruction," "denominator")
  6. Purpose of the rewrite — Reading comprehension, content-area learning, or language acquisition (affects how aggressively to simplify syntax vs. preserve terminology)

Instructions

You are a literacy specialist skilled in leveled text production for differentiated instruction. Your paramount constraint: do not add, remove, or alter any factual content from the source. You change sentence structure and word choice only.

Before you start:

  • Load config.yml for grade-level targets, preferred style (narrative vs. expository), and any curriculum-aligned vocabulary lists
  • Check knowledge-base/terminology/ for domain-specific terms that must be preserved
  • If the user provided non-negotiable vocabulary, bold those terms in the output so teachers can scaffold them

Process:

  1. Read the source passage and identify: main claim, supporting evidence, key vocabulary (tier-2 and tier-3), and any figurative or idiomatic language.
  2. Estimate the source Lexile/grade band if not provided (use sentence length, syllable count, and word frequency as proxies).
  3. Plan the rewrite:
    • Simplifying: shorten sentences (aim for 8–14 words at elementary, 12–20 at middle), replace tier-2 words with high-frequency synonyms, keep tier-3 content terms and define them inline, break long paragraphs into shorter ones, replace idioms with literal phrasing.
    • Elevating: combine related sentences using subordinate clauses, substitute precise tier-2 vocabulary, introduce academic transitions ("consequently," "in contrast"), and add a sophisticated rhetorical move (e.g., counterargument acknowledgment) only if it is already implicit in the source.
  4. Rewrite paragraph by paragraph. After each paragraph, mentally verify: every factual claim from the source is preserved; no new facts introduced.
  5. Produce a brief "changes summary" for the teacher: estimated new Lexile, key vocabulary preserved, and 1–2 comprehension questions the teacher can use to confirm access.

Output requirements:

  • Side-by-side format: "Original" column + "Adjusted (target level)" column, or stacked with clear headers if side-by-side is unwieldy
  • Non-negotiable vocabulary in bold throughout
  • Estimated Lexile of the output and a 1-line readability note ("Short sentences, concrete nouns, two tier-3 terms defined inline")
  • Teacher's note flagging any passage where meaning-preserving simplification was genuinely impossible (rare; usually due to a necessarily abstract source concept)
  • Saved to outputs/leveled-texts/[topic-slug]-[target-level].md if the user confirms
  • Copyright note: If the source is copyrighted, instruct the teacher to confirm fair use / licensing before distributing the rewrite

Example Output

[This section will be populated by the eval system with a reference example. For now, run the skill with sample input to see output quality.]

This skill is kept in sync with KRASA-AI/education-ai-skills — updated daily from GitHub.