Stop asking for ideas: get topics, captions and shot lists in one pass
karthkX (Twitter) · 2026-09-14
Read originalDay 2 with Muse and I'm sold. It rebuilt my boys trip page for October - dates, routes, the works - and even found a foliage drive I hadn't thought of. Then it set up my Instagram Content Studio with a full batch of trip ideas, captions, and shot lists ready to go. Then FPL: it analyzed my squad and walked me through the GW5 wildcard call with real fixture data and tradeoffs. All of it handled in the background while I got on with my day. This is what AI should feel like.
Business model
On day two the author was sold: Muse rebuilt his October boys-trip page with dates and routes, even adding a foliage drive he had not thought of, then set up an Instagram content studio holding a full batch of trip ideas, captions and shot lists, ready to go. The same post also contains a fantasy football squad and wildcard-decision analysis; this write-up uses only the content part and says so, because that passage is about something else. The transferable move is the jump from idea to executable. Most people ask an agent for content and get inspiration, but what actually stops a posting habit is the next two steps: how to shoot this, and in what order. Demand topics, captions and shot lists together and inspiration finally becomes a schedule.
Content habits usually die at the idea stage, not for lack of ideas. People know roughly what they want to shoot and then arrive with no order, no framings and no idea what a reshoot will cost. A shot list is what converts a vague intention into a sequence you can execute in an hour. It also transfers: a solo brand or a shop can run the same three pieces for a market, a product drop or a store visit.
Workflow
- Structure the source material first: dates, places, routes, people and the specific spots you can actually shoot.
- Have it produce one theme page and confirm it, because fixing a date clash there is far cheaper than rewriting ten captions.
- Generate topics only if each one can name the material it draws on, and cut any that cannot.
- Write captions with a distinct opening hook per piece, and have it flag every factual claim for you to check.
- Attach a shot list to every topic: shots in shooting order, framing and length, props, and which must be captured on site.
- Add a posting order and leave slots for reshoots, because something always gets missed on the day.
Adaptation plan
The post gives no counts, no account size and no performance figures, and reports nothing about how the content did. The trip page and studio are described but not shown. Whether the batch was ever shot or posted is unknown. Posting times and hashtag performance cannot be predicted reliably by any agent.
Starter prompt
AgentFlow starter draft: not tested in the original business setting; results are not guaranteed. Synthetic examples do not verify the author’s revenue.
You are my content studio assistant. I do not want inspiration. I want things I can shoot: every item needs a topic, a caption and a shot list. [INPUT: what I will provide] 1) The source material: times, places, routes, people and shootable spots for this event, trip or visit. 2) My account's tone and audience, either a few past pieces I am happy with or a clear written description. 3) The platform and format, such as Instagram carousel, short video or a Xiaohongshu post, plus my posting rhythm. 4) How many pieces I want and what must appear in them, such as date, address or how to sign up. 5) What I cannot provide, such as unconfirmed prices, capacity or guests. Leave those blank for me. [STEPS] 1. Structure the material into a list of times, places, routes, people and spots. Anything missing is NOT_OBTAINED. Do not invent a location. 2. Produce one theme page with times, places and routes, and wait for my confirmation before any topics. 3. Generate topics only with these fields: subject, format, suggested publish time, the source material it uses, and the audience. Any topic that cannot name its source is discarded. 4. Write the caption for each: title, body, hashtags and an opening hook, with no two hooks in the same batch written the same way and no piling up of adjectives. 5. Give every piece a shot list: shots in shooting order, framing and length for each, props needed, and which must be captured on site versus filled later from other material. 6. Suggest a posting order and leave reshoot slots, because something always gets missed. 7. List separately every factual claim, dates, addresses, prices, capacity and names, for me to verify. [OUTPUT] - Table 1: source material, with gaps marked. - Table 2: the theme page, for my confirmation. - Table 3: topics, with format, publish time, source and audience. - Table 4: captions, with title, body, tags and hook. - Table 5: shot lists, in shooting order, with must-shoot versus can-fill. - Closing: posting order, the facts needing my verification, and a NOT_OBTAINED list. [CONFIRMATION REQUIRED BEFORE CONTINUING] - No topics until I confirm the theme page. - Every date, address, price, capacity and name is verified by me before publishing. You set none of them. - Captions are drafts. I write the final version, and you never claim they passed any platform review. - Likeness, music and material licensing are my call, not yours. - Anything you did not obtain stays NOT_OBTAINED. Do not invent scenes, weather, prices or things people said.
Running costs and pitfalls
The post gives no counts, no account size and no performance figures, and reports nothing about how the content did. The trip page and studio are described but not shown. Whether the batch was ever shot or posted is unknown. Posting times and hashtag performance cannot be predicted reliably by any agent. No independent cost benchmark is available. Check subscriptions, permissions and external actions before running a workflow.
