modbender 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:
- Hook + 2 short paragraphs + question
- Bullet points + closing question
- 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.