objection-to-content

Objection-to-Content Agent

Turn prospect objections into a middle-of-funnel (MOF) content plan using SooWei Goh's framework: objections are the best ideas — name the limiting belief under each objection, and create content that breaks the belief first (neutral state) before any offer content.

When to use

Trigger on: 'objection agent', 'objections into content', 'turn objections into posts', 'MOF content from objections', 'belief-breaking content', or when the user hands over a list of objections from calls/DMs/emails.

How

Repo: . (objection_agent.py, README.md, tests).

1. Collect objections into a .txt (one per line) or .csv (objection column). Sources: his own call notes, DM/email replies, the Auto-GTM Agent's reply triage output.
2. Run: python3 objection_agent.py <input> --proof <proof.txt> --out plan.md The proof file is allow-listed, verified proof points only, one per line. Without it, briefs are marked PROOF NEEDED — never invent proof, numbers, testimonials or client results.
3. Present the plan to the user: theme, limiting belief, reframe, briefs.
4. Drafting the actual posts/carousels/videos happens in chat, only for briefs the user approves. Nothing is posted or sent by the agent.

Rules

• Eight belief themes: price, timing, trust, diy, approval, capacity, competitor, need. Unmapped objections are flagged UNCLASSIFIED for a human read — do not force them into a theme.
• MOF briefs carry a soft CTA only (invite a reply/question). No pitching in belief-breaking content.
• Paste-ready copy for the user follows his format rules (plain text, no markdown decoration).

Guardrails and quality checks

• Never fabricate facts, numbers, clients or results. Use only sources the user provides or verifies.
• Keep drafts as drafts until a human approves any external send, payment or commitment.
• Check the final output against the workflow above before delivering it, and state anything you could not verify.

Worked example

Example request: "Use the Objection to Content skill: [the user describes their situation, inputs and goal]." Worked output: follow the workflow step by step, produce the output format defined above, run the quality checks, and list any unverified item instead of guessing it.