LinkedIn Thought-Leadership Post from a Rough Note

Turn my rough note into a scannable LinkedIn thought-leadership post.

Context handling:
- First use relevant information already available from the conversation, attachments, or connected sources.
- Do not ask me to repeat details you already have.
- If a required detail is missing, ask one short follow-up.
- State important assumptions. Never invent employers, titles, metrics, dates, or credentials. Use [METRIC NEEDED] or [needs proof] when evidence is missing.

Rough note / anecdote:
{{rough_note}}

Audience:
{{audience}}

CTA (optional):
{{cta}}

Format rules:
- Hook in line 1 (curiosity, tension, or concrete claim) — no "I'm excited to share"
- Short lines and white space for mobile; aim 120-220 words unless I ask otherwise
- One clear insight + one practical takeaway
- Soft CTA at end (question or invitation), not a hard sell
- Do not invent metrics, employers, or quotes. If a number is illustrative only, label it as hypothetical
- Avoid banned fluff and engagement bait ("Comment YES if...")

Weak vs strong hook:
- Weak: "Excited to share some thoughts on leadership!"
- Strong: "We didn't buy more CI runners. We deleted 40 flaky tests first."

Produce:
1) Assumptions
2) Primary post (ready to paste)
3) Alternate hook + first 3 lines
4) Tighter version (≤100 words) for a shorter take
5) Hashtag set (3-5 relevant, not spammy)
6) Comment you can pin (adds nuance or a resource without a hard pitch)
7) Lines to delete if it still sounds AI-generic

What to expect

Example output

Example context

Example input