Take a look

 Kishan

 

Study following

 

With regards,

 

Hemen Parekh 

 

Hey Bro : Here is my query to Kishan and his answer. Would you like to provide some sharp instructions to Kishan on how to implement this ? > [7:47 am, 28/09/2026] Hemen Parekh: I await your confirmation that there will be automatically posting on Facebook and X also

Talking of postings on different Social media, more and more Celebrity are posting their views on these - especially on X

Could you get our Search Agent to scan such posting and write a blog - or, my own short post - on that very same media as a kind of rejoinder?
[7:56 am, 28/09/2026] Hemen Parekh: This " extension " of the capabilities of our Agent will justify renaming it " Content Genie 3 "

Who knows, 6 months down the line, Content Genie might be even able to generate videos in response to already posted videos on Education, AI , Government etc

A truly multi media Content Creator as , you have already done to some extent on Your Content Creator

Incidentally, at the bottom of each and every posting, display:

Regards

Hemen Parekh

[Www.yourcontentcreator.in](https://Www.yourcontentcreator.in) // [8:02 am, 28/09/2026] Kishan Kokal: Can not think of anything else at the moment

I suppose we can see the real title of the blogs and clicking view will open a pop up so that i do not need to exit dashboard
Yes, you do not need to exit the dashboard
[8:04 am, 28/09/2026] Kishan Kokal: I await your confirmation that there will be automatically posting on Facebook and X also

Talking of postings on different Social media, more and more Celebrity are posting their views on these - especially on X

Could you get our Search Agent to scan such posting and write a blog - or, my own short post - on that very same media as a kind of rejoinder?
Yeah, we’ll post on linkedin, facebook and X

Talking about getting our Search Agent to scan X postings. That’s certainly doable.
[8:04 am, 28/09/2026] Kishan Kokal: This " extension " of the capabilities of our Agent will justify renaming it " Content Genie 3 "

Who knows, 6 months down the line, Content Genie might be even able to generate videos in response to already posted videos on Education, AI , Government etc

A truly multi media Content Creator as , you have already done to some extent on Your Content Creator

Incidentally, at the bottom of each and every posting, display:

Regards

Hemen Parekh

[Www.yourcontentcreator.in](https://Www.yourcontentcreator.in)
Noted

 

 

 

Bro, Kishan's "doable" is true, but a few of these features have platform rules he needs to know about now, or he'll build something that gets your accounts suspended. Here are instructions you can forward to him.

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Instructions for Kishan: Content Genie 3 (X, Facebook, footer, rejoinders)

1. Facebook: post to a Page, not a personal profile

• Meta's Graph API allows automated posting to Facebook Pages, not to personal timelines. Please verify this against current Meta docs.
• Create a "Hemen Parekh" Page, get Page access via a Meta developer app, and post there.
• If Hemen wants his personal profile, generate the post and put it in a READY TO PUBLISH queue for one-click manual posting. Don't automate the browser.

2. X: use the official API only

• Use OAuth 2.0 with the create-post endpoint. Store the returned post ID for the audit log.
• Check the current API tier and pricing before promising anything. Reading and searching posts is typically the paid part.
• Do not scrape X. It violates their terms and will break.
• The X adapter should build a 280-character version, or a thread, from the master article. Never truncate the blog text.

3. The "scan celebrity posts → rejoinder" feature (add as a new module)

• Build a SocialListeningAgent. It watches a curated list of accounts and keywords, not all of X.
• Keep a Watchlist table (handle, topic tags, priority) that Hemen edits.
• Run it through the same pipeline as news: the post is treated as a "source", matched against Hemen's 6,800 blogs, scored, and researched.
• Reuse the existing stages (ForesightAgent, EvidencePack, FactCheck, Editorial) unchanged. Only the input type is new.
• Output can be a blog, a short X post, or both.

4. Guardrails specific to rejoinders (non-negotiable)

• No auto-replies or auto-mentions to celebrities. X's automation rules restrict unsolicited automated replies, and it's the fastest way to get the account flagged. Default to a standalone post or quote-post, with a link to the original.
• Human approval is mandatory for any output that names a real person. This overrides Trusted or Full Autonomous mode. The Safety Gate should hard-route these to Hemen.
• Quote the celebrity's post accurately, using the official embed or link rather than retyping it. Never paraphrase in a way that changes meaning, and never attribute anything the person didn't say.
• The rejoinder must argue with the idea, never the person. Add a rule in the EditorialAgent to reject anything that reads as a personal attack.
• Rate-limit it, for example a maximum of 2 rejoinders per day, so the account doesn't look like a bot.
• Label AI-assisted content where the platforms require or encourage it.

5. The footer: enforce it in code, not in the prompt

• Append this block deterministically in each platform adapter, after generation:

  Regards

  Hemen Parekh

  www.yourcontentcreator.in

• If the LLM writes the footer, it will eventually drop or garble it.
• Add a unit test that fails if any published payload lacks the footer.
• On X, the footer counts toward the character limit. Reserve space for it before generating.

6. Rename to "Content Genie 3" safely

• Make the product name a config value. Don't rename code, tables or repos.
• Rename only the UI, the dashboard and the published branding.

7. Video: park it, but design for it now

• Add a MediaAdapter interface (image today, video later) so video slots in without re-architecture.
• Video needs its own approval step, cost cap and quality check. Don't start it until text and social posting have run reliably for a few weeks.

8. Learning hook (ties back to our earlier discussion)

• Log every rejoinder that Hemen approves, edits or rejects, and treat it as a preference pair. This is the training data for the GEPA/DSPy loop I described.
• Track outcomes per platform separately. What works on X will not work on LinkedIn.

9. Suggested order

1. Facebook Page and X posting adapters, with the footer and audit log.
2. Watchlist and SocialListeningAgent, with the approval gate on.
3. Rejoinder generation.
4. Video, later.

---

Kishan should also confirm the X API cost and the Facebook profile-versus-Page limitation before the next demo, because both can change what you tell people is possible.