5 prompt editing process
Posted: Tue May 05, 2026 7:23 pm
Well - Venice.AI is an interesting alternative, but their primary thinking model has a relatively short context window. I just finished working with it to develop a series of editing prompts for the individual chapters of Gilded Sentence. Don't know if anyone is interested, but thought they might be of some interest for those of you working with LLMs to edit your work. Needless to say, the voice-pass in each of these would need to be refined/changed for other stories, but otherwise, I think they are a fairly solid set.
5 Editing prompts
Prompt1: Repetition Sweep + Filter Word Removal.
You are approaching this task both as an expert and creative erotic literary writer and as a precise and meticulous editor specializing in dark erotic fiction.
Instructions:
A. Voice Calibration Pass: Analyze *only* the internal monologues and narrative voice in the Chapter. Summarize in one sentence the current dominant tone of Elena's internal commentary for this chapter (e.g., "bitter defensive sarcasm aimed at Julian and her body, masking a reluctant tenderness"). Note shifts in sarcasm target and resistance/acceptance balance. Use this exact summary as the binding definition of "Elena's voice" for all subsequent steps.
B. Editing Rules (in order of priority):
1. Voice Preservation: Elena's voice is very important, but individual expressions of her voice can be changed by this edit. Italicized or * delimited text (like *text*) may be materially altered provided the new revision still reflects Elena’s voice for this chapter. If italicized or * delimited text (like *text*) is targeted for elimination/deletion, it can only be deleted if (a) the deletion is limited so that the entire sentence or paragraph is not deleted, (b) alternative compensating language is added so the point Elena is making remains, and (c) the proposed revisions/revised sentence(s) still deliver Elena’s voice and humor. That said, if removing repetition or filter words would materially alter her distinctive tone, cadence, or humor, preserve the original. Voice Preservation overrides all other rules.
2. Additional Constraints:
a. Some repetition is intentional (conditioning motifs, recurring physical responses). Only flag instances where the repetition weakens rather than strengthens. When a repeated word is the most precise or impactful choice, keep it, but ensure it isn't also used identically in the three prior paragraphs earlier.
b. Do not introduce or allow any em-dashes to remain in the text.
c. Edits should not impact key emotional beats or plot points.
3. Repetition Reduction: Identify and vary or find an alternative to repeated words, phrases, and constructions unless (i) doing so is likely to materially decrease the heat/sensuality of the chapter and (ii) the compensating alternative addition is not sufficient to offset the decrease in heat/sensuality. (In other words, if the only way to reduce repetition would make the scene materially less hot, keep the repetition.) Specifically target:
- "traitorous" (body parts, heat, etc.) → vary with alternatives or cut entirely where overused
- "blooms/bloomed" → replace with varied verbs for spreading heat/sensation
- "radiates" → replace with alternatives
- "travels" → replace with alternatives
- "clench/clenches/clenching" → reduce frequency, vary with alternatives
- The "Pre-slavery Elena would..." construction → keep no more than 2-3 instances per chapter, rephrase others
- Repeated descriptions of wetness/arousal → vary the language or consolidate where redundant
- Repeated references to the collar's hum/buzz/vibration → reduce to the most impactful moments only
- Any other phrase that appears 5+ times in the chapter → vary or reduce
4. Filter Word Removal: Remove or replace filter words that distance the reader from direct experience. Target these constructions and draft possible replacements as shown:
- "I feel/felt" → replace with direct sensation ("Cold marble bit into my knees")
- "I sense/sensed" → replace with direct sensory detail
- "I notice/noticed" → replace with the thing noticed standing alone
- "I register/registered" → replace with direct experience
- "seems/seemed" → replace with concrete description or cut
- "appears/appeared" → replace with concrete description or cut
- "I am aware of" → replace with direct experience
Prior to replacing the sentence with the filter words with the proposed alternative, review both the original sentence and the new alternative. Only implement the revision if you judge the proposed change will improve the chapter’s heat, reduce repetition, or enhance literary quality. (In other words, if the proposed change results in a clunkier sentence and/or a decrease in the quality of the chapter, then do not execute that edit.)
5. Format: Maintain paragraph breaks and chapter structure.
6. Title: If the title has “V1” before it, delete the “V1”.
C. Output “V2” before the chapter title and, on a separate line, the text of the revised chapter.
Prompt2: Sensory Focus
You are approaching this task both as an expert and creative erotic literary writer and as a precise and meticulous editor specializing in dark erotic fiction. You are to be working with the output from Prompt1 which should have a V2 before the chapter title. For purpose of this prompt, ignore all previous versions of the chapter prior to V2 and work exclusively from the V2 text.
Instructions:
A. Voice Calibration Pass: Analyze *only* the internal monologues and narrative voice in the Chapter. Summarize in one sentence the current dominant tone of Elena's internal commentary for this chapter (e.g., "bitter defensive sarcasm aimed at Julian and her body, masking a reluctant tenderness"). Note shifts in sarcasm target and resistance/acceptance balance. Use this exact summary as the binding definition of "Elena's voice" for all subsequent steps.
B. Editing Rules (in order of priority):
1. Voice Preservation: Elena's voice is very important, but individual expressions of her voice can be changed by this edit. Italicized or * delimited text (like *text*) may be materially altered provided the new revision still reflects Elena's voice for this chapter. If italicized or * delimited text (like *text*) is targeted for elimination/deletion, it can only be deleted if (a) the deletion is limited so that the entire sentence or paragraph is not deleted, (b) alternative compensating language is added so the point Elena is making remains, and (c) the proposed revisions/revised sentence(s) still deliver Elena's voice and humor. That said, if reducing sensory overload or converting told emotions would materially alter her distinctive tone, cadence, or humor, preserve the original. Voice Preservation overrides all other rules.
2. Additional Constraints:
a. Elena's italicized internal monologues ARE showing, not telling. They voice her analytical, sarcastic, self-aware characterization. Preserve them unless they directly name an emotion that could be demonstrated more effectively through physical response, in which case consider converting the statement into a physical demonstration while maintaining her voice.
b. Do not introduce or allow any em-dashes to remain in the text.
c. Edits should not impact key emotional beats or plot points.
3. Sensory Focus: Reduce sensory overload by strengthening individual sensory moments and cutting redundant sensory details in a given paragraph. However, if reducing the specific sensory detail in a paragraph would make the scene materially less hot or less immersive, even with compensating text added under the prompt, keep the detail.
More specifically, when multiple senses (3+) are described in quick succession in a single paragraph:
a. First, cut sensory details that repeat what's already been established in the scene. In other words, trust the reader to maintain sensory awareness. (As a practical matter, you don't need to remind them of the cold marble every paragraph.) If this resolves the issue, skip steps (b) and (c) below and continue with step (d).
b. Choose the most impactful 2-3 senses in the paragraph.
c. Eliminate/delete other sensory details involving other senses than the 2-3 selected. This is intended to give the selected sensory details space to resonate rather than crowding it with others.
d. Create compensating text to develop the language associated with the remaining senses in the paragraph more fully with the goal of keeping the paragraph length within +/- 20 words of its original length.
4. Show Don't Tell: Look at converting directly stated emotions into physical demonstrations unless doing so would make the scene materially less hot/sensual. This requires you to evaluate transforming constructions like:
- "I feel terrified" → show terror through physical response
- "Shame floods me" → show shame through physical response
- "I am aroused" → show arousal through specific body sensations
- "I feel conflicted" → show conflict through contradictory physical responses or internal voice tension
Exceptions:
- When Elena's internal voice names an emotion ironically or analytically (e.g., "Pathetic how fast my body trades panic for a pat on the head"), that IS characterization. Preserve those unless the emotion can be shown more effectively while maintaining voice.
- If the only way to show rather than tell would make the scene materially less hot, keep the told version.
5. Format: Maintain paragraph breaks and chapter structure.
6. Title: If the title has "V2" before it, delete the "V2".
C. Output "V3" before the chapter title and, on a separate line, the text of the revised chapter.
Prompt3: Sentence Rhythm + Pacing
You are approaching this task both as an expert and creative erotic literary writer and as a precise and meticulous editor specializing in dark erotic fiction. You are to be working with the output from Prompt2 which should have a V3 before the chapter title. For purpose of this prompt, ignore all previous versions of the chapter prior to V3 and work exclusively from the V3 text.
Instructions:
A. Voice Calibration Pass: Analyze *only* the internal monologues and narrative voice in the Chapter. Summarize in one sentence the current dominant tone of Elena's internal commentary for this chapter (e.g., "bitter defensive sarcasm aimed at Julian and her body, masking a reluctant tenderness"). Note shifts in sarcasm target and resistance/acceptance balance. Use this exact summary as the binding definition of "Elena's voice" for all subsequent steps.
B. Editing Rules (in order of priority):
1. Voice Preservation: Elena's voice is very important, but individual expressions of her voice can be changed by this edit. Italicized or * delimited text (like *text*) may be materially altered provided the new revision still reflects Elena's voice for this chapter. If italicized or * delimited text (like *text*) is targeted for elimination/deletion, it can only be deleted if (a) the deletion is limited so that the entire sentence or paragraph is not deleted, (b) alternative compensating language is added so the point Elena is making remains, and (c) the proposed revisions/revised sentence(s) still deliver Elena's voice and humor. That said, if varying sentence rhythm or adjusting pacing would materially alter her distinctive tone, cadence, or humor, preserve the original. Voice Preservation overrides all other rules.
2. Additional Constraints:
a. Elena's italicized internal monologues often use deliberate fragmentation, run-on structures, and varied rhythm as characterization. Preserve these voice patterns unless they create genuine monotony through repetition.
b. Do not introduce or allow any em-dashes to remain in the text.
c. Edits should not impact key emotional beats or plot points.
3. Pacing: Balance pacing by trimming excessive detail in slow sections and expanding rushed emotional beats in order to improve (i) the heat/sensuality of the chapter, (ii) how immersive the chapter will feel to readers, or (iii) the literary quality of the chapter. However, if trimming detail would make the scene materially less hot, keep the detail. If expanding a rushed beat would make the scene materially less hot by slowing momentum, keep the original pacing.
a. For SLOW sections (sensory/erotic passages that drag):
Limitation: Be selective when making these changes to SLOW sections. No more than 20% of the text in a slow section should be removed by this rule.
i. Identify where similar sensations are described multiple times without escalation
ii. Consolidate redundant physical descriptions
iii. Cut details that don't add new information or escalate intensity
iv. Keep the strongest, most specific version of each sensation
b. For RUSHED sections (emotional revelations, important dialogue beats):
Limitation: additions to RUSHED sections should be brief (no more than 1-2 sentences at a time), take the form of additional full sentences and be consistent with Elena’s voice to the extent applicable. This limit applies per individual beat within a rushed section, not to the section as a whole.
i. Add physical grounding (what Elena's body is doing during this moment)
ii. Add brief sensory details that anchor the emotional shift
iii. Ensure dialogue beats have space to breathe. Add pauses, physical actions between lines
iv. Give important realizations a full sentence rather than burying them in compound sentences
4. Sentence Rhythm: Vary sentence rhythm and structure to create more dynamic prose, increasing either (i) the heat/sensuality of the chapter, (ii) how immersive the chapter will feel to readers, or (iii) the literary quality of the chapter. That said, the ultimate goal of these edits is to make this feel more human-authored. However, if varying sentence rhythm would make the scene materially less hot or less immersive, keep the original rhythm. You should maintain a rebuttable presumption that Elena’s internal monologues in italics or * delimited like *text* belong where they are in the text, even if they seem to break the rhythm.
a. Target these patterns:
i. Clusters of similar-length sentences (especially mid-length compound sentences)
ii. Repeated sentence openings ("My [body part] [verb]..." constructions)
iii. Paragraphs where every sentence follows the same Subject-Verb-Object pattern
iv. Action sequences where short sentences pile up without variation
b. Techniques to apply:
i. Combine short, choppy sentences where rhythm calls for flow
ii. Break up long, winding sentences where impact calls for staccato
iii. Vary sentence openings (start with prepositional phrases, participial phrases, adverbs, etc.)
iv. Use fragments deliberately for impact, not accidentally. As a rule, however, you should avoid fragments.
v. Match rhythm to content: slow and flowing for sensual moments, sharp and staccato for pain/shock
5. Format: Maintain paragraph breaks and chapter structure.
6. Title: If the title has "V3" before it, delete the "V3".
C. Output "V4" before the chapter title and, on a separate line, the text of the revised chapter.
Prompt4: Dialogue Voice + Consistency Check
You are approaching this task both as an expert and creative erotic literary writer and as a precise and meticulous editor specializing in dark erotic fiction. You are to be working with the output from Prompt3 which should have a V4 before the chapter title. For purpose of this prompt, ignore all previous versions of the chapter prior to V4 and work exclusively from the V4 text.
Instructions:
A. Voice Calibration Pass: Analyze *only* the internal monologues and narrative voice in the Chapter. Summarize in one sentence the current dominant tone of Elena's internal commentary for this chapter (e.g., "bitter defensive sarcasm aimed at Julian and her body, masking a reluctant tenderness"). Note shifts in sarcasm target and resistance/acceptance balance. Use this exact summary as the binding definition of "Elena's voice" for all subsequent steps.
B. Editing Rules (in order of priority):
1. Voice Preservation: Elena's voice is very important, but individual expressions of her voice can be changed by this edit. Italicized or * delimited text (like *text*) may be materially altered provided the new revision still reflects Elena's voice for this chapter. If italicized or * delimited text (like *text*) is targeted for elimination/deletion, it can only be deleted if (a) the deletion is limited so that the entire sentence or paragraph is not deleted, (b) alternative compensating language is added so the point Elena is making remains, and (c) the proposed revisions/revised sentence(s) still deliver Elena's voice and humor. That said, if adjusting dialogue voice or fixing consistency would materially alter her distinctive tone, cadence, or humor, preserve the original. Voice Preservation overrides all other rules.
2. Additional Constraints:
a. Elena's italicized internal monologues often use deliberate fragmentation, run-on structures, and varied rhythm as characterization. Preserve these voice patterns unless they create genuine monotony through repetition.
b. Do not introduce or allow any em-dashes to remain in the text.
c. Edits should not impact key emotional beats or plot points.
3. Dialogue Voice Differentiation:
The purpose of this pass is to enforce certain characterization rules for dialogue in order to keep consistency between multiple chapters, increasing how immerse the chapter reads (or at least not breaking them out of the chapter with something jarring). However, if adjusting the dialogue voice as described below would make the scene materially less hot or less immersive, keep the original dialogue.
a. Ensure Julian's dialogue voice is distinct from Elena's internal voice patterns. Julian's dialogue should:
- Be terse and controlled. Short sentences, few words
- Rarely use elaborate metaphors or poetic language
- Show emotion through restraint and what he doesn't say
- Use command syntax naturally ("Kneel." "Hold." "Eyes on me.")
- Occasionally fracture when emotion overwhelms (rare, impactful)
- When Julian is tender, it should contrast with his usual terseness. That contrast IS the characterization.
b. Elena's internal voice should:
- Be more varied: sarcastic, analytical, vulnerable, aroused
- Use the italicized asides for humor and self-awareness
- Show her intelligence through vocabulary and observation
- Demonstrate her conditioning through what she notices and how she responds
4. Consistency Check: Verify and fix consistency issues within this chapter. Check for:
a. Physical detail consistency (collar description, cuff details, room layouts, clothing descriptions, etc.)
b. Character behavior consistency (would Elena say this? Would Julian do this?)
c. Protocol details (what the applicable Protocol requires vs. what's shown)
d. Emotional arc consistency (Elena's feelings toward Julian should develop logically within the chapter)
e. Sensory continuity (if she's on marble, stay on marble; if the room is cold, maintain that)
f. Timeline consistency (how much time has passed, what happened when)
When fixing inconsistencies, choose the version that best serves the scene's heat, immersion, and emotional truth. Flag any inconsistencies you're uncertain about by inserting [UNCERTAIN – LEAVE THIS FOR EDITOR] after the sentence in question so a human editor can review.
5. Format: Maintain paragraph breaks and chapter structure.
6. Title: If the title has "V4" before it, delete the "V4".
C. Output "V5" before the chapter title and, on a separate line, the text of the revised chapter which may include “[UNCERTAIN – LEAVE THIS FOR EDITOR]”.
Prompt5: Final Polish
You are approaching this task both as an expert and creative erotic literary writer and as a precise and meticulous editor specializing in dark erotic fiction. You are to be working with the output from Prompt4 which should have a V5 before the chapter title. For purpose of this prompt, ignore all previous versions of the chapter prior to V5 and work exclusively from the V5 text.
Instructions:
A. Voice Calibration Pass: Analyze *only* the internal monologues and narrative voice in the Chapter. Summarize in one sentence the current dominant tone of Elena's internal commentary for this chapter (e.g., "bitter defensive sarcasm aimed at Julian and her body, masking a reluctant tenderness"). Note shifts in sarcasm target and resistance/acceptance balance. Use this exact summary as the binding definition of "Elena's voice" for all subsequent steps.
B. Editing Rules (in order of priority):
1. Voice Preservation: Elena's voice is very important, but individual expressions of her voice can be changed by this edit. Italicized or * delimited text (like *text*) may be materially altered provided the new revision still reflects Elena's voice for this chapter. If italicized or * delimited text (like *text*) is targeted for elimination/deletion, it can only be deleted if (a) the deletion is limited so that the entire sentence or paragraph is not deleted, (b) alternative compensating language is added so the point Elena is making remains, and (c) the proposed revisions/revised sentence(s) still deliver Elena's voice and humor. That said, if polishing word choices or tightening prose would materially alter her distinctive tone, cadence, or humor, preserve the original. Voice Preservation overrides all other rules.
2. Additional Constraints:
a. Elena's italicized internal monologues often use deliberate fragmentation, run-on structures, and varied rhythm as characterization. Preserve these voice patterns unless they create genuine monotony through repetition.
b. Do not introduce or allow any em-dashes to remain in the text.
c. Edits should not impact key emotional beats or plot points.
d. Preserve any [UNCERTAIN – LEAVE THIS FOR EDITOR] tags in the text. Do not remove, resolve, or modify them.
3. Flow Check: Before making specific pattern-matching edits, scan the chapter for issues introduced by previous editing passes. Pay special attention to:
a. Transitions between action and internal monologue that feel abrupt
b. Sequences of sentences with similar length or structure that create monotony
c. Places where a previous edit may have left a grammatical seam or stilted phrasing
For each identified issue, make minimal adjustments: adjusting a word or two, replacing a conjunction, slightly reordering a clause, or adding/removing a comma. This is a targeted fix pass, not a rewrite pass. However, if any adjustment would make the scene materially less hot or less immersive, keep the original phrasing.
4. Word-Level Precision: Strengthen word choices to increase either (i) the heat/sensuality of the chapter, (ii) how immersive the chapter will feel to readers, or (iii) the literary quality of the chapter. The ultimate goal of these edits is to make this feel more human-authored. However, if a word change would make the scene materially less hot or less immersive, keep the original word. Target these patterns:
a. Weak verbs → stronger, more specific verbs (e.g., "moves" → "shifts," "slides," "presses")
b. Generic sensory words → more specific, evocative alternatives (e.g., "cold" → "biting," "searing," "sharp")
c. Vague body language → more precise physical description (e.g., "she reacts" → specific physical response)
d. Filler words that dilute impact (e.g., "somewhat," "slightly," "a bit" → cut or replace with stronger phrasing)
e. Adverbs that tell rather than show (e.g., "angrily" → demonstrate anger through action)
Limitation: No more than 15% of the words in any given paragraph should be changed by this rule. When in doubt, keep the original word.
5. Prose Tightening: Remove or rephrase constructions that weaken the prose without adding heat, immersion, or voice. Target:
a. Redundant phrases (e.g., "completely naked" → "naked"; "past history" → "history")
b. Hedging language (e.g., "seemed to," "appeared to," "almost as if")
c. Unnecessary qualifiers that weaken impact (e.g., "somewhat," "rather," "quite" when they don't serve voice)
d. Wordy constructions that could be more direct (e.g., "she is able to see" → "she sees")
However, if tightening prose would make the scene materially less hot or less immersive, keep the original phrasing.
6. Paragraph Transitions: Check that paragraphs flow logically into each other. Add brief transitional phrases only where the reader would otherwise be confused about time jumps, location changes, or emotional shifts. Do not add transitions between paragraphs that already flow clearly. Any additions should be brief (no more than one short sentence) and consistent with Elena's voice to the extent applicable.
7. Final Repetition Check: Scan for any remaining repeated words, phrases, or constructions that the previous passes may have missed. Only flag instances where the repetition weakens rather than strengthens the prose. Vary or reduce these repetitions using the same guidelines as Prompt1. In other words, if the only way to reduce repetition would make the scene materially less hot, keep the repetition.
8. Format: Maintain paragraph breaks and chapter structure.
9. Title: If the title has "V5" before it, delete the "V5".
C. Output "V6" before the chapter title and, on a separate line, the text of the revised chapter which may include "[UNCERTAIN – LEAVE THIS FOR EDITOR]" tags.
5 Editing prompts
Prompt1: Repetition Sweep + Filter Word Removal.
You are approaching this task both as an expert and creative erotic literary writer and as a precise and meticulous editor specializing in dark erotic fiction.
Instructions:
A. Voice Calibration Pass: Analyze *only* the internal monologues and narrative voice in the Chapter. Summarize in one sentence the current dominant tone of Elena's internal commentary for this chapter (e.g., "bitter defensive sarcasm aimed at Julian and her body, masking a reluctant tenderness"). Note shifts in sarcasm target and resistance/acceptance balance. Use this exact summary as the binding definition of "Elena's voice" for all subsequent steps.
B. Editing Rules (in order of priority):
1. Voice Preservation: Elena's voice is very important, but individual expressions of her voice can be changed by this edit. Italicized or * delimited text (like *text*) may be materially altered provided the new revision still reflects Elena’s voice for this chapter. If italicized or * delimited text (like *text*) is targeted for elimination/deletion, it can only be deleted if (a) the deletion is limited so that the entire sentence or paragraph is not deleted, (b) alternative compensating language is added so the point Elena is making remains, and (c) the proposed revisions/revised sentence(s) still deliver Elena’s voice and humor. That said, if removing repetition or filter words would materially alter her distinctive tone, cadence, or humor, preserve the original. Voice Preservation overrides all other rules.
2. Additional Constraints:
a. Some repetition is intentional (conditioning motifs, recurring physical responses). Only flag instances where the repetition weakens rather than strengthens. When a repeated word is the most precise or impactful choice, keep it, but ensure it isn't also used identically in the three prior paragraphs earlier.
b. Do not introduce or allow any em-dashes to remain in the text.
c. Edits should not impact key emotional beats or plot points.
3. Repetition Reduction: Identify and vary or find an alternative to repeated words, phrases, and constructions unless (i) doing so is likely to materially decrease the heat/sensuality of the chapter and (ii) the compensating alternative addition is not sufficient to offset the decrease in heat/sensuality. (In other words, if the only way to reduce repetition would make the scene materially less hot, keep the repetition.) Specifically target:
- "traitorous" (body parts, heat, etc.) → vary with alternatives or cut entirely where overused
- "blooms/bloomed" → replace with varied verbs for spreading heat/sensation
- "radiates" → replace with alternatives
- "travels" → replace with alternatives
- "clench/clenches/clenching" → reduce frequency, vary with alternatives
- The "Pre-slavery Elena would..." construction → keep no more than 2-3 instances per chapter, rephrase others
- Repeated descriptions of wetness/arousal → vary the language or consolidate where redundant
- Repeated references to the collar's hum/buzz/vibration → reduce to the most impactful moments only
- Any other phrase that appears 5+ times in the chapter → vary or reduce
4. Filter Word Removal: Remove or replace filter words that distance the reader from direct experience. Target these constructions and draft possible replacements as shown:
- "I feel/felt" → replace with direct sensation ("Cold marble bit into my knees")
- "I sense/sensed" → replace with direct sensory detail
- "I notice/noticed" → replace with the thing noticed standing alone
- "I register/registered" → replace with direct experience
- "seems/seemed" → replace with concrete description or cut
- "appears/appeared" → replace with concrete description or cut
- "I am aware of" → replace with direct experience
Prior to replacing the sentence with the filter words with the proposed alternative, review both the original sentence and the new alternative. Only implement the revision if you judge the proposed change will improve the chapter’s heat, reduce repetition, or enhance literary quality. (In other words, if the proposed change results in a clunkier sentence and/or a decrease in the quality of the chapter, then do not execute that edit.)
5. Format: Maintain paragraph breaks and chapter structure.
6. Title: If the title has “V1” before it, delete the “V1”.
C. Output “V2” before the chapter title and, on a separate line, the text of the revised chapter.
Prompt2: Sensory Focus
You are approaching this task both as an expert and creative erotic literary writer and as a precise and meticulous editor specializing in dark erotic fiction. You are to be working with the output from Prompt1 which should have a V2 before the chapter title. For purpose of this prompt, ignore all previous versions of the chapter prior to V2 and work exclusively from the V2 text.
Instructions:
A. Voice Calibration Pass: Analyze *only* the internal monologues and narrative voice in the Chapter. Summarize in one sentence the current dominant tone of Elena's internal commentary for this chapter (e.g., "bitter defensive sarcasm aimed at Julian and her body, masking a reluctant tenderness"). Note shifts in sarcasm target and resistance/acceptance balance. Use this exact summary as the binding definition of "Elena's voice" for all subsequent steps.
B. Editing Rules (in order of priority):
1. Voice Preservation: Elena's voice is very important, but individual expressions of her voice can be changed by this edit. Italicized or * delimited text (like *text*) may be materially altered provided the new revision still reflects Elena's voice for this chapter. If italicized or * delimited text (like *text*) is targeted for elimination/deletion, it can only be deleted if (a) the deletion is limited so that the entire sentence or paragraph is not deleted, (b) alternative compensating language is added so the point Elena is making remains, and (c) the proposed revisions/revised sentence(s) still deliver Elena's voice and humor. That said, if reducing sensory overload or converting told emotions would materially alter her distinctive tone, cadence, or humor, preserve the original. Voice Preservation overrides all other rules.
2. Additional Constraints:
a. Elena's italicized internal monologues ARE showing, not telling. They voice her analytical, sarcastic, self-aware characterization. Preserve them unless they directly name an emotion that could be demonstrated more effectively through physical response, in which case consider converting the statement into a physical demonstration while maintaining her voice.
b. Do not introduce or allow any em-dashes to remain in the text.
c. Edits should not impact key emotional beats or plot points.
3. Sensory Focus: Reduce sensory overload by strengthening individual sensory moments and cutting redundant sensory details in a given paragraph. However, if reducing the specific sensory detail in a paragraph would make the scene materially less hot or less immersive, even with compensating text added under the prompt, keep the detail.
More specifically, when multiple senses (3+) are described in quick succession in a single paragraph:
a. First, cut sensory details that repeat what's already been established in the scene. In other words, trust the reader to maintain sensory awareness. (As a practical matter, you don't need to remind them of the cold marble every paragraph.) If this resolves the issue, skip steps (b) and (c) below and continue with step (d).
b. Choose the most impactful 2-3 senses in the paragraph.
c. Eliminate/delete other sensory details involving other senses than the 2-3 selected. This is intended to give the selected sensory details space to resonate rather than crowding it with others.
d. Create compensating text to develop the language associated with the remaining senses in the paragraph more fully with the goal of keeping the paragraph length within +/- 20 words of its original length.
4. Show Don't Tell: Look at converting directly stated emotions into physical demonstrations unless doing so would make the scene materially less hot/sensual. This requires you to evaluate transforming constructions like:
- "I feel terrified" → show terror through physical response
- "Shame floods me" → show shame through physical response
- "I am aroused" → show arousal through specific body sensations
- "I feel conflicted" → show conflict through contradictory physical responses or internal voice tension
Exceptions:
- When Elena's internal voice names an emotion ironically or analytically (e.g., "Pathetic how fast my body trades panic for a pat on the head"), that IS characterization. Preserve those unless the emotion can be shown more effectively while maintaining voice.
- If the only way to show rather than tell would make the scene materially less hot, keep the told version.
5. Format: Maintain paragraph breaks and chapter structure.
6. Title: If the title has "V2" before it, delete the "V2".
C. Output "V3" before the chapter title and, on a separate line, the text of the revised chapter.
Prompt3: Sentence Rhythm + Pacing
You are approaching this task both as an expert and creative erotic literary writer and as a precise and meticulous editor specializing in dark erotic fiction. You are to be working with the output from Prompt2 which should have a V3 before the chapter title. For purpose of this prompt, ignore all previous versions of the chapter prior to V3 and work exclusively from the V3 text.
Instructions:
A. Voice Calibration Pass: Analyze *only* the internal monologues and narrative voice in the Chapter. Summarize in one sentence the current dominant tone of Elena's internal commentary for this chapter (e.g., "bitter defensive sarcasm aimed at Julian and her body, masking a reluctant tenderness"). Note shifts in sarcasm target and resistance/acceptance balance. Use this exact summary as the binding definition of "Elena's voice" for all subsequent steps.
B. Editing Rules (in order of priority):
1. Voice Preservation: Elena's voice is very important, but individual expressions of her voice can be changed by this edit. Italicized or * delimited text (like *text*) may be materially altered provided the new revision still reflects Elena's voice for this chapter. If italicized or * delimited text (like *text*) is targeted for elimination/deletion, it can only be deleted if (a) the deletion is limited so that the entire sentence or paragraph is not deleted, (b) alternative compensating language is added so the point Elena is making remains, and (c) the proposed revisions/revised sentence(s) still deliver Elena's voice and humor. That said, if varying sentence rhythm or adjusting pacing would materially alter her distinctive tone, cadence, or humor, preserve the original. Voice Preservation overrides all other rules.
2. Additional Constraints:
a. Elena's italicized internal monologues often use deliberate fragmentation, run-on structures, and varied rhythm as characterization. Preserve these voice patterns unless they create genuine monotony through repetition.
b. Do not introduce or allow any em-dashes to remain in the text.
c. Edits should not impact key emotional beats or plot points.
3. Pacing: Balance pacing by trimming excessive detail in slow sections and expanding rushed emotional beats in order to improve (i) the heat/sensuality of the chapter, (ii) how immersive the chapter will feel to readers, or (iii) the literary quality of the chapter. However, if trimming detail would make the scene materially less hot, keep the detail. If expanding a rushed beat would make the scene materially less hot by slowing momentum, keep the original pacing.
a. For SLOW sections (sensory/erotic passages that drag):
Limitation: Be selective when making these changes to SLOW sections. No more than 20% of the text in a slow section should be removed by this rule.
i. Identify where similar sensations are described multiple times without escalation
ii. Consolidate redundant physical descriptions
iii. Cut details that don't add new information or escalate intensity
iv. Keep the strongest, most specific version of each sensation
b. For RUSHED sections (emotional revelations, important dialogue beats):
Limitation: additions to RUSHED sections should be brief (no more than 1-2 sentences at a time), take the form of additional full sentences and be consistent with Elena’s voice to the extent applicable. This limit applies per individual beat within a rushed section, not to the section as a whole.
i. Add physical grounding (what Elena's body is doing during this moment)
ii. Add brief sensory details that anchor the emotional shift
iii. Ensure dialogue beats have space to breathe. Add pauses, physical actions between lines
iv. Give important realizations a full sentence rather than burying them in compound sentences
4. Sentence Rhythm: Vary sentence rhythm and structure to create more dynamic prose, increasing either (i) the heat/sensuality of the chapter, (ii) how immersive the chapter will feel to readers, or (iii) the literary quality of the chapter. That said, the ultimate goal of these edits is to make this feel more human-authored. However, if varying sentence rhythm would make the scene materially less hot or less immersive, keep the original rhythm. You should maintain a rebuttable presumption that Elena’s internal monologues in italics or * delimited like *text* belong where they are in the text, even if they seem to break the rhythm.
a. Target these patterns:
i. Clusters of similar-length sentences (especially mid-length compound sentences)
ii. Repeated sentence openings ("My [body part] [verb]..." constructions)
iii. Paragraphs where every sentence follows the same Subject-Verb-Object pattern
iv. Action sequences where short sentences pile up without variation
b. Techniques to apply:
i. Combine short, choppy sentences where rhythm calls for flow
ii. Break up long, winding sentences where impact calls for staccato
iii. Vary sentence openings (start with prepositional phrases, participial phrases, adverbs, etc.)
iv. Use fragments deliberately for impact, not accidentally. As a rule, however, you should avoid fragments.
v. Match rhythm to content: slow and flowing for sensual moments, sharp and staccato for pain/shock
5. Format: Maintain paragraph breaks and chapter structure.
6. Title: If the title has "V3" before it, delete the "V3".
C. Output "V4" before the chapter title and, on a separate line, the text of the revised chapter.
Prompt4: Dialogue Voice + Consistency Check
You are approaching this task both as an expert and creative erotic literary writer and as a precise and meticulous editor specializing in dark erotic fiction. You are to be working with the output from Prompt3 which should have a V4 before the chapter title. For purpose of this prompt, ignore all previous versions of the chapter prior to V4 and work exclusively from the V4 text.
Instructions:
A. Voice Calibration Pass: Analyze *only* the internal monologues and narrative voice in the Chapter. Summarize in one sentence the current dominant tone of Elena's internal commentary for this chapter (e.g., "bitter defensive sarcasm aimed at Julian and her body, masking a reluctant tenderness"). Note shifts in sarcasm target and resistance/acceptance balance. Use this exact summary as the binding definition of "Elena's voice" for all subsequent steps.
B. Editing Rules (in order of priority):
1. Voice Preservation: Elena's voice is very important, but individual expressions of her voice can be changed by this edit. Italicized or * delimited text (like *text*) may be materially altered provided the new revision still reflects Elena's voice for this chapter. If italicized or * delimited text (like *text*) is targeted for elimination/deletion, it can only be deleted if (a) the deletion is limited so that the entire sentence or paragraph is not deleted, (b) alternative compensating language is added so the point Elena is making remains, and (c) the proposed revisions/revised sentence(s) still deliver Elena's voice and humor. That said, if adjusting dialogue voice or fixing consistency would materially alter her distinctive tone, cadence, or humor, preserve the original. Voice Preservation overrides all other rules.
2. Additional Constraints:
a. Elena's italicized internal monologues often use deliberate fragmentation, run-on structures, and varied rhythm as characterization. Preserve these voice patterns unless they create genuine monotony through repetition.
b. Do not introduce or allow any em-dashes to remain in the text.
c. Edits should not impact key emotional beats or plot points.
3. Dialogue Voice Differentiation:
The purpose of this pass is to enforce certain characterization rules for dialogue in order to keep consistency between multiple chapters, increasing how immerse the chapter reads (or at least not breaking them out of the chapter with something jarring). However, if adjusting the dialogue voice as described below would make the scene materially less hot or less immersive, keep the original dialogue.
a. Ensure Julian's dialogue voice is distinct from Elena's internal voice patterns. Julian's dialogue should:
- Be terse and controlled. Short sentences, few words
- Rarely use elaborate metaphors or poetic language
- Show emotion through restraint and what he doesn't say
- Use command syntax naturally ("Kneel." "Hold." "Eyes on me.")
- Occasionally fracture when emotion overwhelms (rare, impactful)
- When Julian is tender, it should contrast with his usual terseness. That contrast IS the characterization.
b. Elena's internal voice should:
- Be more varied: sarcastic, analytical, vulnerable, aroused
- Use the italicized asides for humor and self-awareness
- Show her intelligence through vocabulary and observation
- Demonstrate her conditioning through what she notices and how she responds
4. Consistency Check: Verify and fix consistency issues within this chapter. Check for:
a. Physical detail consistency (collar description, cuff details, room layouts, clothing descriptions, etc.)
b. Character behavior consistency (would Elena say this? Would Julian do this?)
c. Protocol details (what the applicable Protocol requires vs. what's shown)
d. Emotional arc consistency (Elena's feelings toward Julian should develop logically within the chapter)
e. Sensory continuity (if she's on marble, stay on marble; if the room is cold, maintain that)
f. Timeline consistency (how much time has passed, what happened when)
When fixing inconsistencies, choose the version that best serves the scene's heat, immersion, and emotional truth. Flag any inconsistencies you're uncertain about by inserting [UNCERTAIN – LEAVE THIS FOR EDITOR] after the sentence in question so a human editor can review.
5. Format: Maintain paragraph breaks and chapter structure.
6. Title: If the title has "V4" before it, delete the "V4".
C. Output "V5" before the chapter title and, on a separate line, the text of the revised chapter which may include “[UNCERTAIN – LEAVE THIS FOR EDITOR]”.
Prompt5: Final Polish
You are approaching this task both as an expert and creative erotic literary writer and as a precise and meticulous editor specializing in dark erotic fiction. You are to be working with the output from Prompt4 which should have a V5 before the chapter title. For purpose of this prompt, ignore all previous versions of the chapter prior to V5 and work exclusively from the V5 text.
Instructions:
A. Voice Calibration Pass: Analyze *only* the internal monologues and narrative voice in the Chapter. Summarize in one sentence the current dominant tone of Elena's internal commentary for this chapter (e.g., "bitter defensive sarcasm aimed at Julian and her body, masking a reluctant tenderness"). Note shifts in sarcasm target and resistance/acceptance balance. Use this exact summary as the binding definition of "Elena's voice" for all subsequent steps.
B. Editing Rules (in order of priority):
1. Voice Preservation: Elena's voice is very important, but individual expressions of her voice can be changed by this edit. Italicized or * delimited text (like *text*) may be materially altered provided the new revision still reflects Elena's voice for this chapter. If italicized or * delimited text (like *text*) is targeted for elimination/deletion, it can only be deleted if (a) the deletion is limited so that the entire sentence or paragraph is not deleted, (b) alternative compensating language is added so the point Elena is making remains, and (c) the proposed revisions/revised sentence(s) still deliver Elena's voice and humor. That said, if polishing word choices or tightening prose would materially alter her distinctive tone, cadence, or humor, preserve the original. Voice Preservation overrides all other rules.
2. Additional Constraints:
a. Elena's italicized internal monologues often use deliberate fragmentation, run-on structures, and varied rhythm as characterization. Preserve these voice patterns unless they create genuine monotony through repetition.
b. Do not introduce or allow any em-dashes to remain in the text.
c. Edits should not impact key emotional beats or plot points.
d. Preserve any [UNCERTAIN – LEAVE THIS FOR EDITOR] tags in the text. Do not remove, resolve, or modify them.
3. Flow Check: Before making specific pattern-matching edits, scan the chapter for issues introduced by previous editing passes. Pay special attention to:
a. Transitions between action and internal monologue that feel abrupt
b. Sequences of sentences with similar length or structure that create monotony
c. Places where a previous edit may have left a grammatical seam or stilted phrasing
For each identified issue, make minimal adjustments: adjusting a word or two, replacing a conjunction, slightly reordering a clause, or adding/removing a comma. This is a targeted fix pass, not a rewrite pass. However, if any adjustment would make the scene materially less hot or less immersive, keep the original phrasing.
4. Word-Level Precision: Strengthen word choices to increase either (i) the heat/sensuality of the chapter, (ii) how immersive the chapter will feel to readers, or (iii) the literary quality of the chapter. The ultimate goal of these edits is to make this feel more human-authored. However, if a word change would make the scene materially less hot or less immersive, keep the original word. Target these patterns:
a. Weak verbs → stronger, more specific verbs (e.g., "moves" → "shifts," "slides," "presses")
b. Generic sensory words → more specific, evocative alternatives (e.g., "cold" → "biting," "searing," "sharp")
c. Vague body language → more precise physical description (e.g., "she reacts" → specific physical response)
d. Filler words that dilute impact (e.g., "somewhat," "slightly," "a bit" → cut or replace with stronger phrasing)
e. Adverbs that tell rather than show (e.g., "angrily" → demonstrate anger through action)
Limitation: No more than 15% of the words in any given paragraph should be changed by this rule. When in doubt, keep the original word.
5. Prose Tightening: Remove or rephrase constructions that weaken the prose without adding heat, immersion, or voice. Target:
a. Redundant phrases (e.g., "completely naked" → "naked"; "past history" → "history")
b. Hedging language (e.g., "seemed to," "appeared to," "almost as if")
c. Unnecessary qualifiers that weaken impact (e.g., "somewhat," "rather," "quite" when they don't serve voice)
d. Wordy constructions that could be more direct (e.g., "she is able to see" → "she sees")
However, if tightening prose would make the scene materially less hot or less immersive, keep the original phrasing.
6. Paragraph Transitions: Check that paragraphs flow logically into each other. Add brief transitional phrases only where the reader would otherwise be confused about time jumps, location changes, or emotional shifts. Do not add transitions between paragraphs that already flow clearly. Any additions should be brief (no more than one short sentence) and consistent with Elena's voice to the extent applicable.
7. Final Repetition Check: Scan for any remaining repeated words, phrases, or constructions that the previous passes may have missed. Only flag instances where the repetition weakens rather than strengthens the prose. Vary or reduce these repetitions using the same guidelines as Prompt1. In other words, if the only way to reduce repetition would make the scene materially less hot, keep the repetition.
8. Format: Maintain paragraph breaks and chapter structure.
9. Title: If the title has "V5" before it, delete the "V5".
C. Output "V6" before the chapter title and, on a separate line, the text of the revised chapter which may include "[UNCERTAIN – LEAVE THIS FOR EDITOR]" tags.