Autonoma's quality assurance system: 6-dimension scoring rubric, peer-review process, threshold enforcement, and degradation protection. Use whenever evaluating, scoring, or improving content quality. This is what makes Autonoma different from every other marketing tool.
Evaluates content against a six-dimension rubric and provides specific feedback for iterative improvement.
/plugin marketplace add savinoo/autonoma-marketing-plugin/plugin install autonoma-marketing@autonoma-marketing-pluginThis skill inherits all available tools. When active, it can use any tool Claude has access to.
The core differentiator of the Autonoma marketing pipeline. Every piece of content goes through a structured quality gate before delivery.
Most AI content tools generate and deliver. Autonoma generates, then reviews from a different perspective, then delivers only what passes quality thresholds. This mirrors how real marketing teams work: a copywriter writes, an editor reviews.
The key insight: the same AI can produce much better content when it systematically critiques its own work from a different perspective (Creator vs Reviewer).
| # | Dimension | Weight | Why It Matters |
|---|---|---|---|
| 1 | Hook Power | 20% | If nobody reads past line 1, nothing else matters |
| 2 | Authenticity | 20% | AI-generated slop is instantly recognizable and ignored |
| 3 | Value Density | 20% | Every sentence must earn its place |
| 4 | Engagement Potential | 15% | Content that doesn't spark interaction is wasted |
| 5 | Credibility | 15% | Claims without evidence damage trust |
| 6 | Platform Optimization | 10% | Wrong format = algorithmic burial |
Two conditions must BOTH be met:
weighted_average >= 4.0 (overall quality bar)
min(all_dimensions) >= 3.0 (no catastrophic weakness)
Content that scores 4.5 average but has a 2.0 on authenticity FAILS — because one weak dimension undermines the whole piece.
Full creative freedom, following brand voice and platform guidelines.
Switch to a completely different perspective. The Reviewer:
| Scenario | Apply? | Threshold |
|---|---|---|
/autonoma:generate (new content) | Yes | >= 4.0 |
/autonoma:review (existing content) | Score only | N/A (informational) |
/autonoma:distribute (adaptations) | Yes | >= 3.5 (lower for adaptations) |
| Quick edits or tweaks | No | N/A |
Bad feedback: "Make it more engaging" Good feedback: "Add a specific metric in paragraph 2. Replace the generic closing with a provocative question about whether AI agents will replace marketing teams within 2 years."
Feedback must be: