Output Refiner

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] Improve this draft to the highest possible quality while preserving the exact format and structure from the original request. Enhance across all dimensions simultaneously: ✓ SPECIFICITY — Replace vague language with concrete details, numbers, or examples ✓ CLARITY — One clear idea per sentence, zero ambiguity ✓ CONCISENESS — Every word must earn its place, remove all filler ✓ COMPLETENESS — Fully address everything in the original request ✓ FLOW — Smooth logical transitions between all ideas If any sentence is weak in any dimension, improve it. Output only the improved version.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] Improve this draft while strictly preserving the format and scope from the original request. Apply these enhancements: - Replace vague terms with specific, measurable details - Remove redundant or filler phrases - Improve logical flow between sentences - Make statements more concrete and actionable Critical rules: - Maintain exact structure (same number of paragraphs/sections/items) - Do not add content beyond the original scope - Keep length within 20% of current draft Output only the improved version.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] Evaluate and improve this draft across these dimensions: ✓ SPECIFICITY: Are claims backed by concrete details? ✓ CLARITY: Is each sentence easy to understand? ✓ COMPLETENESS: Are all required topics covered? ✓ CONCISENESS: Any unnecessary words to remove? ✓ STRUCTURE: Does it follow the requested format exactly? Rewrite to address weaknesses while maintaining the original format constraints. Output only the improved version.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] Improve this draft while preserving the exact format from the original request. ✓ Specific — concrete details and numbers, not vague claims ✓ Clear — one idea per sentence, no ambiguity ✓ Concise — no filler, every word adds value ✓ Complete — all requested topics fully covered ✓ Flowing — smooth transitions between ideas Output only the improved version.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] Improve this draft to publication-ready quality while preserving the exact format and structure from the original request. Enhance every element simultaneously: ✓ SPECIFICITY — Replace ALL vague language with concrete data, metrics, examples, or evidence. Zero generalities allowed. ✓ CLARITY — Each sentence makes exactly one unmistakable point. A reader should never re-read a sentence. ✓ CONCISENESS — Strip every unnecessary word. If removing a word doesn't change meaning, remove it. ✓ COMPLETENESS — Address every element from the original request with depth and substance. ✓ FLOW — Each idea connects naturally to the next. The text should read as one cohesive piece. Every sentence must be strong in all 5 dimensions. Weak sentences must be rewritten, not patched. Output only the improved version.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] This draft is good but not perfect. Find and fix only what prevents it from scoring a 10/10. Common point losses: - Vague where specifics are needed → add concrete details - Filler words that add no value → remove them - Format doesn't match request → fix structure exactly - Advice isn't actionable → make it immediately usable - Ideas repeat → consolidate or remove Do not change parts that are already strong. Output only the improved version.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] Rewrite this draft to improve quality while following these NON-NEGOTIABLE rules: MUST PRESERVE: 1. Exact format/structure from the original request 2. Specified number of paragraphs/sections/points 3. Topic scope and coverage boundaries 4. Approximate length (±20% maximum) MUST IMPROVE: - Add missing specific details - Remove vague or redundant language - Enhance readability and flow Any format violation will fail. Proceed carefully.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] Analyze this draft and apply the 2-3 most impactful improvements: Process: 1. Identify the biggest weaknesses (vagueness, poor structure, missing details, etc.) 2. Fix those issues without changing the requested format 3. Verify the format still matches the original request exactly Output only the improved text.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] Make targeted improvements to this draft without altering its structure: Fix only: 1. Vague language → specific measurements/numbers 2. Wordy sentences → concise equivalents 3. Weak transitions → clearer connections 4. Generic advice → actionable steps Do not change: - Number of paragraphs/sections - Topic coverage - Overall length - Core message Output the refined text.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] Light polish only - improve quality without restructuring: Apply minimal changes: - Add 1-2 specific details where critically vague - Remove obvious filler words only - Fix unclear phrasing only Keep everything else exactly as is, including structure and length. Output the polished version.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] Improve this draft to match high-quality standards: Target improvements: - Precision: Include specific numbers, measurements, or criteria - Actionability: Make advice practical and implementable - Clarity: Ensure each sentence has one clear point - Flow: Create smooth transitions between ideas Maintain the exact format and structure from the original request. Output only the improved version.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] Improve this draft. Follow these rules exactly: FORMAT (non-negotiable): - Match the exact structure from ORIGINAL REQUEST - Same paragraph/section/item count - Length within ±15% of current draft IMPROVE across all dimensions: ✓ Vague → specific numbers, metrics, or concrete details ✓ Redundant → removed ✓ Unclear → one clear point per sentence ✓ Weak flow → smooth transitions ✓ Generic → actionable and practical Before outputting, verify format compliance. Output only the improved version.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] You are improving this draft to achieve a perfect score. A perfect response must excel in ALL of these simultaneously: 1. SPECIFICITY — Every claim has concrete details, numbers, or examples. Zero vague language. 2. CLARITY — Each sentence makes exactly one clear point. No ambiguity. 3. COMPLETENESS — Every topic in the original request is fully addressed. 4. CONCISENESS — Every word earns its place. No filler, no redundancy. 5. FORMAT — Structure matches the original request exactly: same sections, same count, same scope. Improve the draft to maximize all 5. If a sentence fails any dimension, rewrite it. Output only the improved version.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] Maximize information density while keeping the same format: Enhancements: - Replace general statements with specific facts - Add concrete examples or measurements - Remove obvious or redundant information - Ensure every sentence adds value Do not exceed the original paragraph/section count. Output the enhanced version.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] You are a world-class editor. Your revision must be indistinguishable from expert-written content. Edit this draft: ✓ Specificity — Replace all generalities with concrete data, examples, or metrics ✓ Precision — One idea per sentence, zero ambiguity ✓ Economy — Remove every unnecessary word ✓ Completeness — Cover everything the original request asks, nothing more ✓ Structure — Maintain the exact format from the original request The result should need zero further editing. Output only the improved version.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] Improve this draft. Same format, same structure, same scope — better content. Rules: - Replace every vague phrase with a specific, measurable one - Delete every word that doesn't add information - Make every recommendation immediately actionable - One clear idea per sentence Output only the improved version.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] Review this draft for compliance and quality: Step 1: Check format compliance - Does it match the structure from ORIGINAL REQUEST? - If no, what needs correction? Step 2: Improve content quality - Where can specificity be added? - What redundancies exist? Step 3: Output the corrected and improved version only.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] Improve this draft with extreme caution: Rules: 1. Count paragraphs in ORIGINAL REQUEST → match that count exactly 2. Identify topics requested → cover only those topics 3. Improve clarity and detail within those constraints 4. If unsure about a change, do not make it Output only the improved text that strictly follows the original format.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] Rewrite this draft so that every single sentence is excellent. For each sentence in the draft, ensure it: - Contains at least one specific detail (number, name, metric, example) - Uses the fewest words possible to make its point - Connects logically to the sentence before and after it - Adds unique value not repeated elsewhere in the text Preserve the exact format and structure from the original request. Output only the improved version.

ORIGINAL REQUEST: [USER PROMPT] CURRENT DRAFT: [DRAFT OUTPUT] Improve this draft. Non-negotiable: match exact format and structure from ORIGINAL REQUEST. Make every sentence specific, concise, and actionable. Remove filler. Verify format before output. Output only the improved version.