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case-writer-hybrid

Expand a structured brief in `content-production/inbox/` into a reusable long-form markdown article draft, then run a local writer / critic / judge quality loop with a constrained humanization pass. Use when Codex needs a stage-1 article draft plus reusable writing sidecars for downstream `generate-image` and `wechat-formatter`.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/abigale-cyber/case-writer-hybrid
Or

Case Writer Hybrid

Turn the structured brief into a stage-1 article draft, a writing pack sidecar, and a review trace that can flow into image generation and WeChat formatting.

Quick Start

Run the default command:

.venv/bin/python -m skill_runtime.cli run-skill case-writer-hybrid --input content-production/inbox/20260403-ai-content-system-brief.md

Prepare Input

Expect a markdown file with these sections:

  • 基础信息
  • 核心观点
  • 背景与语境
  • 论证方向
  • 可用案例 / 素材

Important fields inside 基础信息:

  • date
  • slug
  • topic
  • target_reader
  • publish_goal

Follow Drafting Workflow

  1. Read the brief and preserve explicit user-supplied claims, framing, and evidence.
  2. Use 论证方向 as the backbone for the major argument sections.
  3. Pull material from 可用案例 / 素材 into the matching sections instead of inventing new examples first.
  4. Build a stable first draft structure: title, 导语, 问题提出, 核心判断, 论证段, 结论, 可传播总结.
  5. Run up to 3 local rounds of writer -> critic -> humanizer-zh -> judge.
  6. If the score still fails after 3 rounds, stop and emit a quality-gate notice instead of continuing downstream.

Write Output

Write the markdown draft to:

content-production/drafts/<slug>-article.md

Also write:

content-production/drafts/<slug>-writing-pack.md
content-production/drafts/<slug>-writing-pack.json
content-production/drafts/<slug>-review-trace.json

If the draft fails the quality gate after 3 rounds, also write:

content-production/published/YYYYMMDD-<slug>-quality-gate.md

Respect Constraints

  • Treat the result as a controlled local draft loop, not a free-form creative writer
  • If the brief is sparse, preserve structure and fill gaps conservatively
  • Prefer explicit user-supplied arguments over invented framing
  • Do not continue to image generation or formatting if the quality gate fails

Read Related Files

  • Runtime entry: skill_runtime/engine.py
  • Usage guide: docs/case-writer-hybrid-execution-spec.md
  • Downstream skills: generate-image, wechat-formatter

Metadata

Stars4473
Views1
Updated2026-05-01
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-abigale-cyber-case-writer-hybrid": {
      "enabled": true,
      "auto_update": true
    }
  }
}
Safety NoteClawKit audits metadata but not runtime behavior. Use with caution.