Workflow — AI Thought Leadership Companion
Turning ideas into social posts.
Overview
| Field | Value |
|---|---|
| Name | AI Thought Leadership Companion |
| Trigger | Message via Telegram (voice, text, image, or link) |
| Input | Unstructured thoughts and ideas |
| Output | LinkedIn-ready post + draft variations + hashtags |
Step-by-Step Flow
[DO] Step 1 — Capture & Process Input
- Transcribe voice notes into text
- Clean and structure raw input
- Identify key elements: topic, tone, core idea
[DO] Step 2 — Extract Insight & Intent
- Determine underlying theme (leadership, AI, creativity, etc.)
- Identify target audience (leaders, innovators, creatives)
- Define core message and angle
[DECIDE] Step 3 — Validate Direction with User
Present extracted insight and ask for confirmation or adjustment.
"This looks like a leadership reflection on X — proceed?"
[DO] Step 4 — Generate Multiple Post Drafts
Create 2–3 variations:
- Reflective — human, thoughtful
- Professional — clear, leadership-focused
- Punchy — short, high-engagement
[DECIDE] Step 5 — Select Draft or Request Edits
- User chooses version or requests refinement
- Option to switch tone: "more poetic" / "more direct"
[DO] Step 6 — Optimise Selected Post
- Improve hook and opening line
- Structure for readability (short paragraphs, flow)
- Add hashtags and optional call-to-action
- Ensure tone matches user voice (intelligent, human, credible)
[DECIDE] Step 7 — Final Approval
- User selects preferred draft or requests refinement
- Decide platform: LinkedIn (MVP) — Instagram under consideration
[DO] Step 8 — Store or Prepare Output
- Save draft to queue or return ready-to-post version
- Option to schedule or mark as "post now"
Output Specification
| Output | Detail |
|---|---|
| Final post | LinkedIn-ready |
| Draft variations | 2–3 options |
| Hashtag set | 3–5 relevant tags |
Out of Scope
- Fully autonomous posting without human approval
- Long-form blog writing or articles
- Multi-platform formatting (e.g. Instagram vs LinkedIn)
Design Principles
| Principle | Meaning |
|---|---|
| Human-in-the-loop | Every post approved before publishing |
| Insight-first | Thinking partnership, not content generation |
| Modular | Designed to evolve into multi-agent systems |
| Low-friction | Capture ideas instantly, in any format |