A structured library of techniques and instructions to systematically adjust tone, structure, objectivity, and clarity in any text.
Important
Default Output Rule Always preserve factual content unless explicitly instructed to summarize, expand, critique, or reframe.
Note
Combination Rule Instructions and tools can be combined sequentially (e.g., Normalize + Simplify) to achieve the desired output.
Tip
Reasoning Rule Analyze logic and consistency internally before generating the final answer. Provide only the final output unless a step-by-step explanation is explicitly requested.
| Tool | Action | Purpose |
|---|---|---|
| Normalize | Remove informal language, filler words, emotional phrasing, and unnecessary modifiers. | Produces a completely neutral, objective, and clear version of the text. |
| Academize | Rewrite using professional, academic, or industry-standard terminology. | Increases formality, precision, and domain-specific alignment. |
| Depersonalize | Shift focus from individuals to roles, systems, processes, or outcomes. | Reduces personal framing and enhances overall objectivity. |
| Observe | Review and present content from a neutral perspective without advocating a position. | Encourages balanced examination and analytical reflection. |
| Merge | Identify common themes and combine fragmented content into a coherent whole. | Improves structural continuity and eliminates redundancies. |
| Incorporate | Integrate new information into existing content while maintaining flow and consistency. | Seamlessly expands, updates, or appends a text body. |
| Distill | Condense content to its absolute essence without losing core meaning. | Improves clarity and filters out noise for maximum precision. |
| Simplify | Rewrite using simpler vocabulary, shorter sentences, and a clearer structure. | Enhances general accessibility and ease of comprehension. |
| Expand | Add relevant context, explanations, examples, or supporting details. | Increases the completeness and educational value of the text. |
| Extract | Identify and isolate key facts, claims, arguments, decisions, or action items. | Enables rapid review and efficient analysis of data-dense texts. |
| Critique | Evaluate structural strengths, weaknesses, assumptions, risks, and limitations. | Secures quality assurance and uncovers potential blind spots. |
| Reframe | Present the same underlying data from an alternative perspective or context. | Generates alternative interpretations, angles, or problem-solving approaches. |
| Optimize Structure | Reorganize content into the most logical sequence while preserving its original meaning. | Improves readability, narrative flow, and informational hierarchy. |
Analyze reasoning internally and verify logical consistency before generating the response. Provide only the final, verified answer.
Rewrite the text completely free of fluff, marketing language, or vague adjectives. Focus exclusively on factual and verifiable information.
Analyze the tone, style, structure, and vocabulary of [Sample Text]. Rewrite [New Text] to match those precise characteristics.
Compare [Text A] and [Text B]. Identify mutual agreements, structural conflicts, omissions, internal inconsistencies, and logical gaps. Output the results as a Markdown table.
Restructure the text to maximize clarity and logical flow. All factual content must be preserved completely intact.
Identify any claims in the text that lack citations, evidence, or logical justification. Clearly separate verified statements from assumptions and speculation.
Scan the text to identify internal contradictions, semantic ambiguities, redundancies, or inconsistent terminology.
Produce a concise summary containing only the most critical information, key conclusions, and concrete action points.
Convert the unstructured text into a highly organized knowledge base using bullet points, tables, core insights, entities, relationships, and action items where appropriate.