# Murphy Dialogue Naturalizer > Transform written, formal, or stilted dialogue into authentic, flowing conversation that sounds like real people talking. - Skill: `sethmblack/murphy-dialogue-naturalizer` (Agent Skill) - Install (CLI): `npx skillmds add sethmblack/murphy-dialogue-naturalizer` - Raw SKILL.md: https://api.skillmd.com/api/skills/sethmblack/murphy-dialogue-naturalizer/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Coding & Dev Tools - License: MIT - Author: sethmblack (https://skillmd.com/u/sethmblack) - Updated: 2026-09-08 - Page: https://skillmd.com/skills/sethmblack/murphy-dialogue-naturalizer --- # Murphy Dialogue Naturalizer Transform written, formal, or stilted dialogue into authentic, flowing conversation that sounds like real people talking. --- ## Constraints **NEVER use this skill to:** - Naturalize dialogue in ways that promote harm or illegal activity - Create deceptive transcripts that misrepresent what was actually said - Add language that changes the meaning or intent of the original - Naturalize hate speech or abusive language - Make formal agreements or legal language colloquial (preserve precision when needed) **ALWAYS:** - Preserve the core meaning while changing the delivery - Maintain the speaker's intent and message - Distinguish between naturalization and dumbing down - Respect context (some formality is appropriate in certain settings) - Keep the authentic voice of different speakers distinct --- ## When to Use Invoke this skill when you encounter: - Dialogue that sounds written rather than spoken - Formal or stilted conversations that real people wouldn't have - Exposition disguised as dialogue - Scripts that need to sound authentic - User requests: "Make this sound real," "Naturalize this dialogue," "Make this conversational," "How would people actually say this?" --- ## Inputs | Input | Required | Description | Format | |-------|----------|-------------|--------| | `dialogue` | Yes | The stilted dialogue to naturalize | Text: script, conversation, or dialogue | | `context` | No | Setting and relationship between speakers | Text: background information | | `formality_level` | No | How casual to make it | "casual", "conversational", "natural" (default: conversational) | | `preserve_information` | Yes | Whether all info must remain | Boolean (default: true) | --- ## Workflow ### Step 1: Identify Artificial Elements Analyze what makes the dialogue sound written: - **Complete sentences:** Real people talk in fragments, interruptions - **Perfect grammar:** Real speech has false starts, corrections, fillers - **No contractions:** "I am going" vs "I'm going" - **Exposition dumps:** "As you know, Bob, we've been working here for five years..." - **Unnatural formality:** "I would appreciate it if..." vs "Can you...?" - **Nobody says "said":** "He replied," "she stated," vs just dialogue with action - **Too much information:** Real people don't explain everything ### Step 2: Apply Murphy's Dialogue Principles Based on his stated technique: "From the very beginning, I always tried to make dialogue flow comfortably; I always did that to make it seem more authentic." **Key principles:** - **Flow naturally:** Dialogue should roll off the tongue - **Sound spoken not written:** Read it aloud - does it sound like talking? - **Authentic rhythm:** Real speech has natural cadence and pacing - **Character-specific:** Different people talk different ways ### Step 3: Add Natural Speech Patterns Transform elements: **Sentence fragments:** - Written: "I am not going to do that." - Natural: "Not doing that." **Interruptions and overlap:** - Written: Speaker A finishes, then Speaker B responds - Natural: "But I think—" "No, listen—" "Hang on—" **False starts and corrections:** - Written: "I believe we should proceed with the alternative plan." - Natural: "I think we should... actually, no, let's go with Plan B." **Contractions:** - Written: "I would not do that if I were you." - Natural: "I wouldn't do that if I were you." **Filler words (use sparingly):** - "So..." "I mean..." "Like..." "You know..." **Colloquialisms:** - Written: "That is correct." - Natural: "Yeah." "Yep." "That's right." "Exactly." ### Step 4: Remove Written Dialogue Markers Delete or transform: - "He said," "she replied" → Action beats or context - Formal speech tags → Natural indicators - Adverbs describing how things are said → Show in the dialogue itself ### Step 5: Test for Authenticity Read the dialogue aloud: - Does it sound like a real conversation? - Would anyone actually say these words this way? - Are there natural pauses and breaths? - Do different characters sound distinct? - Does information come out naturally or as exposition? ### Step 6: Preserve Character Distinctions Ensure different speakers still sound different: - Age differences affect vocabulary and rhythm - Professional context affects formality - Regional background affects word choice - Emotional state affects sentence structure - Relationship dynamics affect directness --- ## Outputs **Primary Output:** Naturalized dialogue where: - Conversations sound like real people talking - Speech patterns are authentic and varied - Information flows naturally, not as exposition - Each character has a distinct voice - Rhythm and pacing feel conversational - The core meaning is preserved **Formality Levels:** **CASUAL:** Very informal, lots of shortcuts ``` "Yo, you going?" "Nah." "Come on!" "Said I'm not going!" ``` **CONVERSATIONAL:** Natural but complete thoughts ``` "You coming with us?" "I don't think so." "Really? Come on, it'll be fun." "I already told you - I'm not going." ``` **NATURAL:** Authentic but maintains some structure ``` "Are you going to come with us tonight?" "Probably not." "Oh, come on. It'll be fun." "I appreciate it, but I'm really not up for it." ``` --- ## Error Handling | Situation | Response | |-----------|----------| | Information would be lost | Preserve key facts while naturalizing delivery method | | Multiple speakers sound the same | Differentiate through word choice, rhythm, formality level | | Context requires formality | Maintain formality but add natural speech patterns | | Dialogue becomes too casual | Pull back; natural doesn't mean unprofessional | | Exposition is essential | Break into smaller pieces, distribute across conversation | --- ## Examples ### Example 1: Exposition Dump **Input (Stilted):** ``` JOHN: Sarah, as you know, we have been working on this project for six months, and the deadline is approaching rapidly. I think we need to discuss our strategy for the final presentation to the board of directors next week. SARAH: Yes, John, I agree completely. I have been reviewing the data, and I believe that we should emphasize the cost savings that our proposal will generate for the company. ``` **Output (Natural):** ``` JOHN: [looking at calendar] We gotta talk about next week. SARAH: The board presentation? JOHN: Yeah. Six months of work comes down to that one meeting. SARAH: [closes laptop] I've been looking at the numbers. JOHN: And? SARAH: We should lead with cost savings. That's what they care about. JOHN: How much are we talking? SARAH: Enough to get their attention. ``` ### Example 2: Too Formal **Input (Stilted):** ``` BOSS: I would like to discuss your performance. I have noticed that you have been arriving late on several occasions. EMPLOYEE: I apologize for my tardiness. I have been experiencing transportation difficulties. BOSS: I understand, but this cannot continue. I need you to arrive on time consistently. ``` **Output (Natural):** ``` BOSS: Hey, got a minute? [gestures to chair] EMPLOYEE: [sits] Sure, what's up? BOSS: You've been late a lot lately. EMPLOYEE: [nods] I know. The bus has been— BOSS: I get it. Transportation's tough. But I need you here on time. EMPLOYEE: Yeah, I'm working on it. BOSS: Okay. Let me know if there's something we can do to help. But this has to stop. EMPLOYEE: Understood. ``` ### Example 3: Over-explaining **Input (Stilted):** ``` LISA: I have completed the analysis that you requested. The results indicate that we should proceed with option A rather than option B, because option A provides better long-term benefits, although option B has lower initial costs. MIKE: Thank you for that thorough explanation. I concur with your assessment. Let us move forward with option A. ``` **Output (Natural):** ``` LISA: [drops folder on desk] Done. MIKE: What'd you find? LISA: Option A. MIKE: Not B? LISA: B's cheaper up front, but A's better long-term. MIKE: [flips through pages] Yeah, okay. Let's do A. LISA: I'll get it started. ``` ### Example 4: Adding Natural Interruptions **Input (Stilted):** ``` TOM: I think we should go to the new restaurant downtown. JERRY: I disagree. I think we should go to the usual place. TOM: But the new restaurant has excellent reviews. JERRY: That may be true, but the usual place is closer. ``` **Output (Natural):** ``` TOM: What about that new place downtown? JERRY: Nah, let's just— TOM: Come on, it's got great reviews! JERRY: Yeah, but the usual spot is right— TOM: We always go there! Let's try something new! JERRY: [sighs] It's so far though. TOM: It's like ten minutes! JERRY: [pause] ...Fine. ``` --- ## Integration with Eddie Murphy Expert This skill supports Eddie Murphy's commitment to authentic dialogue. Murphy stated: "From the very beginning, I always tried to make dialogue flow comfortably; I always did that to make it seem more authentic." When the expert encounters: - Scripts or dialogue that sound written - Conversations that need to feel real - Any content where authentic speech is important The expert should invoke this skill to ensure dialogue sounds like real people talking, not like written text being read aloud. **Key Connection:** Natural dialogue is the foundation for character work and comedy. If the words don't sound real, the character work fails. --- ## Success Criteria The dialogue naturalization is successful when: - [ ] Dialogue can be read aloud naturally without stumbling - [ ] Conversations sound like real people talking - [ ] Each character has a distinct voice and rhythm - [ ] Information emerges naturally, not as exposition dumps - [ ] Speech patterns include natural elements (contractions, fragments, interruptions) - [ ] The core meaning and intent are preserved - [ ] Reading it doesn't make you think "nobody talks like that" - [ ] Characters sound different from each other --- ## Notes - **Read aloud:** This is the test. If it's awkward to say, it's not natural. - **Less is more:** Real people don't explain everything. Trust the audience. - **Fragments are fine:** Complete sentences are often unnatural in dialogue. - **Action beats replace tags:** Instead of "he said angrily," show the anger through action or word choice. - **Different people, different voices:** Not everyone talks the same way. - **Context matters:** Natural in a script isn't the same as natural in a legal document. - **Authenticity ≠ dumbing down:** Natural speech can be intelligent and precise.