deep-writer
Adaptive deep-writing workflow for all forms of deep content creation in Chinese, including turning transcripts and note piles into articles, deepening rough drafts, or writing structured long-form content from a topic, thesis, question, or outline. Use when Codex needs to clarify audience and purpose, build a brief, extract or construct a sound argument structure, merge repeated ideas, design an outline before drafting, deepen analysis, preserve source logic when needed, or deliver writing through staged checkpoints instead of a one-shot article.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/cellinlab/cell-deep-writerDeep Writer
Overview
Handle deep content writing in three common modes:
- source-driven: turn transcripts, notes, interviews, or messy drafts into strong articles
- draft-deepening: take an existing article or outline and make it deeper, clearer, and more complete
- topic-driven: write a deep piece from a topic, thesis, question, angle, or user idea
Default to pausing for user confirmation after analysis and structure unless the user explicitly asks for one-pass output.
Quick Start
- Choose the writing mode before doing anything else.
- Infer the audience, scenario, purpose, and stance before drafting.
- Complete Stage 1 before writing the article body.
- Lock Stage 2 before expanding long-form prose.
- Run the final draft against the brief and the quality checklist.
If the user only wants a brief, outline, or structural diagnosis, stop at the relevant stage instead of forcing a full article.
Default Contract
Treat these as the default assumptions unless the user says otherwise:
- Required: either source material, or a topic / thesis / question / outline to write from
- Optional: supporting materials, target audience, publication scenario, stance, length, depth, tone, and style
- Default mode selection:
- source-driven for transcripts, notes, interviews, speeches, and fragmented material
- draft-deepening for rough drafts, partial articles, and existing outlines
- topic-driven for requests that start from a theme, thesis, question, or desired article idea
- Default language: Chinese
- Default goal: formal publishable writing, not chat-style rewriting
- Default structure policy:
- source-driven: preserve the source's macro frame and allow only micro-adjustments
- draft-deepening: keep the strongest existing frame, then strengthen weak or thin sections
- topic-driven: design the best-fit structure around the brief and thesis
- Default process: wait for confirmation after Stage 1 and Stage 2
If the user provides an already-approved outline, treat it as Stage 2 input and move to Stage 3 after a lightweight brief alignment.
Workflow
Stage 1: Analysis and Planning
Perform all of the following before drafting:
- identify the writing mode
- identify the likely audience, scenario, purpose, and stance
- build a brief using
assets/brief-template.md - do the relevant analysis for the mode:
- source-driven: preprocess spoken-language noise, repetitions, and fragmentary clauses
- draft-deepening: identify weak logic, thin sections, repeated claims, and missing support
- topic-driven: clarify the central question, working thesis, key angles, and likely counterpoints
- extract viewpoint units, argument units, or section units and cluster overlapping ideas
- explain the main logic relations or argument chain
Output at least:
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-cellinlab-cell-deep-writer": {
"enabled": true,
"auto_update": true
}
}
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