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🦀 ClawHub

Case Writer Hybrid

by @abigale-cyber

Expand a structured brief in `content-production/inbox/` into a reusable long-form markdown article draft, then run a local writer / critic / judge quality l...

Versionv1.0.0
Downloads524
#clawhub
TERMINAL
clawhub install case-writer-hybrid

📖 About This Skill

name: case-writer-hybrid description: 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.

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/-article.md

    Also write:

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

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

    content-production/published/YYYYMMDD--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

    • 💡 Examples

    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