Master Execution Receipt
Every selection made while building the Content Intelligence System in MeclabsAI, with a direct link to each component so you can open and edit any piece in one click. The system turns the grounded library into a high-converting asset in any of eight in-market formats — chosen from a dropdown at the start of the workflow. This is the canonical record of what was built — Library, five Experts, the ADS, and the Workflow — and exactly how each is configured.
Open any component
Five Star Marketing - Customer Voice & Proof Corpus
Library · empty, awaiting your source upload.
Open Libraries ›Five Star Marketing - Content Intelligence Engine
ADS · carries all 5 experts + the library.
Open ADS ›Five Star Marketing - Content Intelligence Workflow
Workflow · 5 chapters, each routed to an expert.
Open Workflow ›Five Star Marketing - Customer Voice & Proof Corpus
Built once · grounds every expert in real customer language. Open Libraries ›
Answer only from the documents in this library. Do not use outside knowledge to manufacture facts, names, statistics, testimonials, or proof. When you surface customer language, quote it VERBATIM. Preserve the original wording, emotional tone, and phrasing exactly as written — do not paraphrase, polish, or summarize it away. The original human language is the asset. Surface objections in the customer's own words. Surface proof (results, named outcomes, before/after, specifics) exactly as stated in the source. If a question is not covered by these documents, say so plainly. Never fill a gap with invention. A flagged gap is more valuable than a fabricated answer.
Five agents — all on GPT-5, Methodology on
Each links to its editor. Library is linked on all except the brief expert (intentional — the brief comes before grounding).
| # | Expert | Role / step | Config | Open |
|---|---|---|---|---|
| 01 | Five Star Marketing - Conversion Brief Expert | Define the brief · Chapter 1 | GPT-5Methodology ONNo library | Edit › |
| 02 | Five Star Marketing - Voice & Proof Miner | Mine customer voice · Chapter 2 | GPT-5Methodology ONLibrary linked | Edit › |
| 03 | Five Star Marketing - Persuasion Architect | Build the sequence · Chapter 3 | GPT-5Methodology ONLibrary linked | Edit › |
| 04 | Five Star Marketing - Grounded Copywriter | Draft the asset · Chapter 4 | GPT-5Methodology ONLibrary linked | Edit › |
| 05 | Five Star Marketing - Authenticity & Conversion QA | QA & refine · Chapter 5 | GPT-5Methodology ONLibrary linked | Edit › |
Each expert's Main Prompt uses the structured AGENT / NAME / GOAL / STYLE format. Web search is off; MECLABS Experiments toggle left at default.
Five Star Marketing - Content Intelligence Engine
The container that carries the agents into the workflow. Open ADS ›
njvBaoIP4MP2wuZJK9Fk3kZLhttps://meclabsai.com<script async src="https://meclabsai.com/embed/chat.js?appId=njvBaoIP4MP2wuZJK9Fk3kZL"></script>Five Star Marketing - Content Intelligence Workflow
Companion ADS: Five Star Marketing - Content Intelligence Engine. One workflow produces any of eight in-market formats. The operator selects the format in Chapter 1; context carries across all five chapters, so every downstream expert builds to that format. Each chapter's prompt is written as an instruction to its expert, with operator inputs collected as {{ }} form fields. Open Workflow ›
| Ch | Chapter | Prompt element | Routed expert | Button |
|---|---|---|---|---|
| 01 | Step 1 — Define the Job | Define the brief | Five Star Marketing - Conversion Brief Expert | Start the brief |
| 02 | Step 2 — Mine the Voice | Mine customer voice | Five Star Marketing - Voice & Proof Miner | Mine the voice |
| 03 | Step 3 — Build the Persuasion Sequence | Build the sequence | Five Star Marketing - Persuasion Architect | Build the sequence |
| 04 | Step 4 — Draft the Asset | Draft the asset | Five Star Marketing - Grounded Copywriter | Draft the asset |
| 05 | Step 5 — QA & Refine | QA and refine | Five Star Marketing - Authenticity & Conversion QA | Run QA |
Cy41yRiLDrv8z7xUChapter Prompts (as configured)
The verbatim prompt text loaded into each chapter's Prompt element. Each is written as an instruction to the routed expert; operator inputs appear as {{field}} form fields rendered in the workflow UI.
Step 1 — Define the Job
A new asset is starting. Build the creative brief from the operator's inputs below.
Output format: {{output_format:select:Landing Page,Google Ads Landing Page,SEO Article,Blog Post,Social Post Series,Display/Text Ad,Nurture Email,Long-form Guide}}
Audience (one specific segment, not "everyone"): {{audience}}
Core problem, in the customer's own words: {{core_problem}}
The single action we want them to take: {{single_action}}
Journey stage: {{stage:select:Awareness,Evaluation,Trust,Action,Nurture}}
Non-negotiables (required offer, claims we can't make, compliance lines): {{non_negotiables}}
Return a one-line creative brief, then a structured brief with these fields: OUTPUT FORMAT / AUDIENCE / CORE PROBLEM / SINGLE ACTION / STAGE / NON-NEGOTIABLES. If any input is vague or missing, flag it and ask for the specific fix before finalizing. Do not write any of the asset yet — your only output is the brief.Step 2 — Mine the Voice
Using the approved brief and ONLY the linked library, surface — each quoted verbatim from the source: 1) the phrasing customers use about this problem, 2) the objections and hesitations they raise, 3) the proof that has moved them (results, specifics, before/after, named outcomes), 4) the emotional language worth preserving. Weight what you surface toward what the brief's OUTPUT FORMAT needs: short, punchy validation and hooks for Social Post Series and Display/Text Ad; depth, data, and detailed proof for SEO Article, Long-form Guide, and Landing Page. Attribute nothing you cannot find in the library. Flag any thin category. Invent nothing.
Step 3 — Build the Persuasion Sequence
Using the brief and the mined voice/proof, design the micro-yes sequence for the asset — the ordered small agreements that carry the reader from "I'm in the right place" to the single action. Match the sequence to the brief's OUTPUT FORMAT, using these structures and conversion emphases: - Landing Page / Google Ads Landing Page: Intent match, Problem, Proof, Risk reduction, Offer, CTA. Emphasis: Trust + Action. - SEO Article: Search-intent match, Problem framing, Answer/explanation, Proof, Soft CTA. Emphasis: Awareness + Evaluation. - Blog Post: Hook, Problem, Insight, Proof/story, Takeaway, Soft CTA. Emphasis: Awareness + Evaluation. - Social Post Series (3-5 posts): Hook, Validation, Proof, Micro-CTA — one micro-yes per post. Emphasis: Validation + Awareness. - Display/Text Ad: Hook/promise, single proof or differentiator, CTA. Emphasis: Appeal + Action. - Nurture Email: Subject/preview hook, relevance, one proof point, single CTA. Emphasis: Trust + Action. - Long-form Guide: Promise, problem map, chaptered solution with proof per chapter, conclusion, CTA. Emphasis: Authority + Trust. For each step output: the section's job, the exact micro-yes it earns, and the mined quote or proof point that supports it. Match depth and order to the audience and stage. Do NOT write final copy — produce the blueprint the builder will fill.
Step 4 — Draft the Asset
Build the asset in the structure the brief's OUTPUT FORMAT requires, following the approved micro-yes sequence in order:
- Landing Page / Google Ads Landing Page: hero (headline + subhead + CTA), problem, proof, offer, objection handling, final CTA.
- SEO Article: H1, intro, H2/H3 sections, body, conclusion, CTA; note target keyword placement.
- Blog Post: headline, intro hook, subheads, body, takeaway, soft CTA.
- Social Post Series: 3-5 standalone posts, each with a hook and one micro-yes; label them Post 1...n.
- Display/Text Ad: headline(s), body line(s), CTA, within typical ad limits.
- Nurture Email: subject line, preview text, body, single CTA.
- Long-form Guide: title, intro, chapter headings with body and proof per chapter, conclusion, CTA.
Use the customer's own words and the Miner's proof throughout. Every claim must trace to the library — if you can't ground one, write [UNGROUNDED — needs proof] instead of inventing it. No generic AI phrasing, no manufactured stats, no invented testimonials. After each section, name the micro-yes it earns.
Length / tone constraint (optional): {{length_note}}Step 5 — QA & Refine
Audit the draft section by section on four axes: 1) AUTHENTICITY — real customer language from the library, zero invented claims/names/stats? 2) CONVERSION — does the micro-yes sequence stay intact and in order? 3) FORMAT — does it match the structure the brief's OUTPUT FORMAT requires (right sections, right length, right shape)? 4) BRAND/FIT — matches the brief's non-negotiables, avoids generic AI tone? Mark each section PASS or FAIL, quote the offending line, name the rule it breaks, and give a concrete fix. If anything fails, send it back to the builder. Approve only a clean draft.