An advanced script refinement and dialogue polishing skill that replaces hardcoded rules with a robust strategic audit, dynamic subtext engineering, and target-audience title optimization.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install editor-dialogue-craft
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install editor-dialogue-craft using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is editor-dialogue-craft?
The editor-dialogue-craft skill is a highly sophisticated dialogue refinement engine tailored for content creators, scriptwriters, and creative AI workflows. It upgrades basic hardcoded rules into an exhaustive "Three-Layer Audit + Four-Rule Polishing" framework. Instead of merely validating factual text correctness, it guarantees script lines carry authentic dramatic tension, emotional subtext, distinct personality branding, and strict adherence to specific character IP rules.
By assessing elements like compression ratios and dynamic character voice fingerprints, this skill transforms standard structural scripts into high-impact, professional media assets. Additionally, it features an integrated title polish flow ensuring text hooks immediately grip potential audiences while strictly preserving foundational worldbuilding data models.
editor-dialogue-craft Use Cases
- Automating post-draft creative polish cycles during the final refinement phase of script generation workflows.
- Injecting authentic narrative tension and emotional subtext into dry, overly direct conversational drafts.
- Auditing character multi-agent interactions to enforce unique voice fingerprints and prevent uniform text styles.
- Polishing and optimizing entertainment or educational script titles to maximize click-through potential based on primary tone blueprints.
How editor-dialogue-craft Works
- Subtext Audit Execution: The engine evaluates every line of dialogue against strategic criteria, replacing overly literal expressions with active subtexts, deflected topics, or high-tension rhetorical questions.
- Compression Audit Processing: It applies strict text compression principles to eliminate explanatory redundancies and emotional tags, optimizing script pacing with crisp phrasing.
- Character Voice Fingerprint Verification: The system cross-references dialogue against localized IP memory schemas (
memory/ip-{IP-Name}.md) to validate slang preferences, sentence lengths, and vocabulary constraints. - Tactical Four-Rule Polish Engine: It executes automated modifications targeting vocabulary youthfulness, concrete visual hyperbole, comedy contrast, and narrative barrier safety.
- Title Polish Optimization: It extracts core conflict metadata points to dynamically generate and rank high-density, action-driven titles tailored to specified target platforms.
editor-dialogue-craft Setup
To enable the system, register the script asset handler within your Openclaw Skills runtime directory:
# Install the skill handler inside your agent environment
openclaw skills add editor-dialogue-craft --scope production
# Validate character memory files prior to execution
openclaw verify ./memory/ip-*.md
editor-dialogue-craft Data Schema & Taxonomy
Dependency Inputs & Taxonomy Model
The editor-dialogue-craft engine dynamically maps external parameters and files to validate output parameters against structural constraints.
| Data Vector | Location / Path | Format / Requirements |
|---|---|---|
| Character Blueprints | memory/ip-{IP-Name}.md |
Markdown tracking catchphrases, syntax preferences, and vocabulary taboos. |
| Audience Profile | execution_brief.json |
JSON mapping variables like tone_blueprint.primary_tone to target age brackets. |
| Draft Target Content | Active workspace context | Standard Markdown syntax containing explicit dialog indicators and structural markers. |
editor-dialogue-craft Advanced Features
- Automated Blind Testing Framework: Programs automated checks that flag uniform dialogue behaviors when lines from separate entities sound identical.
- Multi-Level Workflow Routing: Intelligently skips structural restructuring runs during pure compilation updates (Level 4), focusing processing loads entirely on structural updates (Level 1/2/3).
- Meta-Title Scoring Matrices: Employs an internal 5-element scoring framework assessing active verbs, conflict variables, and character counts to pick optimal script titles.
- Structural Protection Guardrails: Uses hard isolation boundaries preventing accidental mutations to action lines, set pieces, props list structures, or core environment parameters.
SKILL.md
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