//Record of Execution

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.

WORKSPACE · Flint's Workspace
COMPONENTS · 1 Library · 5 Experts · 1 ADS · 1 Workflow · 8 output formats
MODEL · OpenAI GPT-5 (all experts)
STATUS · Built · format-aware · awaiting library content + live test
00System at a Glance· 3 entry points

Open any component

Grounding

Five Star Marketing - Customer Voice & Proof Corpus

Library · empty, awaiting your source upload.

Open Libraries
Container

Five Star Marketing - Content Intelligence Engine

ADS · carries all 5 experts + the library.

Open ADS
Process

Five Star Marketing - Content Intelligence Workflow

Workflow · 5 chapters, each routed to an expert.

Open Workflow
01Library

Five Star Marketing - Customer Voice & Proof Corpus

Built once · grounds every expert in real customer language. Open Libraries ›

Name
Five Star Marketing - Customer Voice & Proof Corpus
Links to originals
OFF (no internal source URLs exposed in responses)
Files
NONE YET — upload your reviews, transcripts, web copy, case studies, FAQs
Custom instruction
Grounding rule (verbatim quoting, no invention, flag gaps) — see below
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.
02Experts

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).

#ExpertRole / stepConfigOpen
01Five Star Marketing - Conversion Brief ExpertDefine the brief · Chapter 1GPT-5Methodology ONNo libraryEdit ›
02Five Star Marketing - Voice & Proof MinerMine customer voice · Chapter 2GPT-5Methodology ONLibrary linkedEdit ›
03Five Star Marketing - Persuasion ArchitectBuild the sequence · Chapter 3GPT-5Methodology ONLibrary linkedEdit ›
04Five Star Marketing - Grounded CopywriterDraft the asset · Chapter 4GPT-5Methodology ONLibrary linkedEdit ›
05Five Star Marketing - Authenticity & Conversion QAQA & refine · Chapter 5GPT-5Methodology ONLibrary linkedEdit ›

Each expert's Main Prompt uses the structured AGENT / NAME / GOAL / STYLE format. Web search is off; MECLABS Experiments toggle left at default.

03Agent Delivery System

Five Star Marketing - Content Intelligence Engine

The container that carries the agents into the workflow. Open ADS ›

ADS name
Five Star Marketing - Content Intelligence Engine
App ID
njvBaoIP4MP2wuZJK9Fk3kZL
Allowed URL
https://meclabsai.com
Linked experts
All 5 — Five Star Marketing - Conversion Brief Expert (primary / starred), Five Star Marketing - Voice & Proof Miner, Five Star Marketing - Persuasion Architect, Five Star Marketing - Grounded Copywriter, Five Star Marketing - Authenticity & Conversion QA
Linked library
Five Star Marketing - Customer Voice & Proof Corpus
Goal type
Generic
Trigger
Simple bar · position Bottom right · ADS position Default
Embed snippet
<script async src="https://meclabsai.com/embed/chat.js?appId=njvBaoIP4MP2wuZJK9Fk3kZL"></script>
04Workflow

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 ›

Output formats · selectable in Chapter 1
Landing PageGoogle Ads Landing PageSEO ArticleBlog PostSocial Post SeriesDisplay/Text AdNurture EmailLong-form Guide
ChChapterPrompt elementRouted expertButton
01Step 1 — Define the JobDefine the briefFive Star Marketing - Conversion Brief ExpertStart the brief
02Step 2 — Mine the VoiceMine customer voiceFive Star Marketing - Voice & Proof MinerMine the voice
03Step 3 — Build the Persuasion SequenceBuild the sequenceFive Star Marketing - Persuasion ArchitectBuild the sequence
04Step 4 — Draft the AssetDraft the assetFive Star Marketing - Grounded CopywriterDraft the asset
05Step 5 — QA & RefineQA and refineFive Star Marketing - Authenticity & Conversion QARun QA
Workflow ID
Cy41yRiLDrv8z7xU
Share with MECLABS
OFF (private — flip when ready to publish)

Chapter 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.

Chapter 01

Step 1 — Define the Job

Routed expert
Five Star Marketing - Conversion Brief Expert
Button
Start the brief
Form fields
output_format (dropdown, 8 options) · audience · core_problem · single_action · stage (dropdown) · non_negotiables
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.
Chapter 02

Step 2 — Mine the Voice

Routed expert
Five Star Marketing - Voice & Proof Miner
Button
Mine the voice
Form fields
none
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.
Chapter 03

Step 3 — Build the Persuasion Sequence

Routed expert
Five Star Marketing - Persuasion Architect
Button
Build the sequence
Form fields
none
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.
Chapter 04

Step 4 — Draft the Asset

Routed expert
Five Star Marketing - Grounded Copywriter
Button
Draft the asset
Form fields
length_note (optional)
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}}
Chapter 05

Step 5 — QA & Refine

Routed expert
Five Star Marketing - Authenticity & Conversion QA
Button
Run QA
Form fields
none
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.