Haqq Content Workbench

Haqq Content Workbench

Overview

Produce accurate, discussion-ready content grounded in the user’s reference text while avoiding duplication and weak sourcing.

Workflow (use what you need)

1) Summarize a long text

• Extract 5–10 key points.
• Preserve the author’s intent; do not add new claims.
• Output: Summary + 3 key takeaways.

2) Source/claim check

• List any claims that require a source.
• If you cannot verify, label: "needs source".
• Never invent citations.

3) Create post variants (anti-duplicate)

• Produce 3 distinct variants with different structure:
  1. Hook + 2 short paragraphs + question
  2. Bullet points + closing question
  3. Short story/analogy + lesson + question
• Keep each variant under 120–160 words.

4) Generate discussion questions

• Provide 5–8 questions.
• Mix: reflective, critical, and practical questions.

5) Archive ideas for later publishing

• Store outputs in a compact format: Title / Angle / Draft / Question / Tags.

Reference Texts

references/al-amr-al-mutlaq.md — The complete reference text (the absolute command) for quoting, summarizing, or formulating questions.

Templates & Patterns

Use the templates in references/templates.md for consistent outputs.