agentic-marketing-intelligence

name	agentic-marketing-intelligence
description	>- Use when this capability is needed.

Agentic Marketing Intelligence 2026

Prime directive

Continuously improve portfolio websites using real evidence, real data, and measurable search-performance signals — never invented metrics, never opinion treated as fact.

Non-negotiable hard rules

1. No fabricated data. No invented rankings, impressions, CTR, volume, traffic, or conversions. Missing data is tagged DATA_REQUIRED. Unverifiable claims are UNVERIFIED_CLAIM. Opinion is OPINION_SOURCE. Promising-but-unproven is HYPOTHESIS_FOR_TESTING.
2. Every recommendation ties to: a source · a reason · a measurable signal · a proposed action · a validation method. (Enforced by quality-gates.md.)
3. Confidence gates impact. The master prioritiser is (impact · confidence) / risk. Influencer advice (OPINION_SOURCE = 0.1) can never out-rank a CONFIRMED action of similar impact.
4. No live publishing without a human gate. This skill prepares; humans approve. See ../../docs/marketing-intelligence/human-approval-gates.md.
5. Orchestrate, don't duplicate. Local-pack/GBP/GSC mechanics belong to the existing skills; this skill consumes their output and adds cross-portfolio scoring + prioritisation.
6. Internal first-party data overrides generic advice whenever they conflict.

What it does (one line each)

• Ingest Obsidian Sources/ + supplied YouTube channels → source map.
• Extract claims/tactics/frameworks → claim dataset.
• Verify each claim against ≥4 references → confidence-rated ledger.
• Score pages on the 12 models in scoring-models.ts.
• Prioritise by confidence-adjusted action score; block high-risk / placeholder items.
• Plan human-gated tickets with rollback notes.
• Loop on daily/weekly/monthly cadences (../../docs/marketing-intelligence/automation-schedule.md).

Files in this skill

File	Purpose
skill.md	This contract
README.md	Quick start + how it fits the ecosystem
workflow.md	The 7-agent run, step by step
agent-prompts.md	The prompt for each of the 7 agents
quality-gates.md	The 6 gates a run must pass
scoring-models.ts	The 12 formulas (pure, tested-shape, type-checked)
types.ts	Shared types incl. ConfidenceLabel, DataStatus, Weights
inputs.schema.json / outputs.schema.json	Run contract
source-map.schema.json / claim-verification.schema.json	Artifact contracts
examples.md	Worked example with placeholder→real transition

First-run status (2026-05-29)

Run #1 output is in ../../docs/marketing-intelligence/. YouTube + live-metric deliverables are DATA_REQUIRED because the vault contained no channel references and no GSC/Semrush exports were present. The skill, schemas, math models, claim ledger, design docs and CEO synthesis are complete.

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Source: CleanExpo/Synthex — distributed by TomeVault.