What makes Content Amplifier notable?

1.1K downloads. Trust evidence available

How should Content Amplifier be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

Content Amplifier

Use when the user asks to "amplify influencer content with paid media", "set up whitelisting or Spark Ads", "decide which posts to boost", "repurpose influen... Skill: Content Amplifier Owner: aaron-he-zhu Summary: Use when the user asks to "amplify influencer content with paid media", "set up whitelisting or Spark Ads", "decide which posts to boost", "repurpose influen... Tags: latest:19.0.0 Version history: v19.0.0 | 2026-07-24T14:25:08.332Z | auto **Summary:** v19.0.0 introduces distribution manifest and updates doc structure. - Added new distribution-manifest.json to imp

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.1k

Updated

Oct 11, 2026

Version

19.0.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 10/11/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 11, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 11, 2026
Adoption signal: 1.1K downloadsadoption · observed Oct 11, 2026
Latest release: 19.0.0release · observed Jul 24, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17e1tg8pjra8dn1dvtq21sahx83hrxj:content-amplifier

Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-aaron-he-zhu-content-amplifier/snapshot"

Documentation

CLAWHUB

144,667 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: content-amplifier
slug: content-amplifier
displayName: "Content Amplifier · 内容放量"
summary: "把跑赢的创作者内容用付费放大，并将 UGC 复用到付费、网站、邮件与自然渠道"
description: 'Use when the user asks to "amplify influencer content with paid media", "set up whitelisting or Spark Ads", "decide which posts to boost", "repurpose influencer content", "turn one video into multiple ads", or "build a UGC asset library"; produces (paid mode) a content-selection scorecard, a paid amplification strategy (whitelisting/boosting/dark posts), audience targeting, and a budget+optimization plan, or (repurpose mode) a rights-tracked content inventory, a 1-video-to-10+-asset repurposing map, per-format transformation specs, and a 30-day distribution plan. Not for gating whether a deliverable is publishable or FTC-compliant — use creator-content-auditor; not for the always-on brand posting calendar — use social-calendar-builder; not for drafting a net-new idea into platform-native packages — use social-creative-builder. 复用达人内容 / 内容放量.'
version: "19.0.0"
license: Apache-2.0
compatibility: "Claude Code and compatible agent-skill hosts"
homepage: "https://github.com/aaron-he-zhu/aaron-marketing-skills"
when_to_use: "Use when a brand has live, approved creator content and wants to extract more value from it. Paid mode: extend reach with paid spend — choosing which posts to boost, setting up whitelisted Partnership Ads or TikTok Spark Ads, planning dark posts, allocating an ad budget across creators and platforms, building audience targeting off creator lookalikes, running an optimization and scale/pause playbook. Repurpose mode: reuse one asset across paid, website, email, and organic social — generating ad variations from organic clips, building a searchable rights-tracked library, populating product pages with social proof, or planning a multi-channel rollout from a small source set."
argument-hint: "[--mode paid|repurpose] <campaign or content set> [budget] [platforms/channels]"
metadata: {"author": "aaron-he-zhu", "version": "19.0.0", "discipline": "influencer", "phase": "activate", "geo-relevance": "low", "hermes": {"tags": ["marketing", "influencer", "activate"], "category": "influencer"}, "openclaw": {"emoji": "📣", "homepage": "https://github.com/aaron-he-zhu/aaron-marketing-skills"}}
---

# Content Amplifier

Extract more value from live, approved creator content. Two modes: **paid** (extend reach with paid spend — whitelisting, Spark Ads, dark posts, budget + optimization) and **repurpose** (reuse one asset across paid, website, email, and social — inventory, repurposing map, format specs, distribution plan). Both start from content that is already published and cleared; neither reviews whether the content is publishable — that gate is [creator-content-auditor](../creator-content-auditor/SKILL.md).

**Scope guard**: this skill does NOT score a deliverable for brand alignment, message accuracy, or FTC/disclosure compliance, and it does NOT compute a STAR Trust/Appeal score or run t

_meta.json

{
  "ownerId": "kn73qjxwmbna25qq8q051epqt980sys5",
  "slug": "content-amplifier",
  "version": "19.0.0",
  "publishedAt": 1784903108332
}

references/atom-extraction.md

# Content-Atom Extraction Method

A method for breaking one piece of UGC into reusable "content atoms" — the smallest standalone units worth repurposing. The agent does this by reading the pasted transcript, caption, or review text. No audio/video processing, no libraries: you read the words and extract.

> Method only. Do NOT install or call whisper, mediapipe, pandas, or any package. If the user has a video, ask them to paste the transcript or captions and work from that text.

## 1. The 7 Atom Tiers

Read the source text and pull every standalone unit that fits one of these tiers. One source usually yields 5–15 atoms. Tag each atom with a timestamp (or text position if no timecodes) and the platforms it suits best.

| Tier | What it is | Looks like | Suggested platforms |
|------|-----------|-----------|--------------------|
| `narrative_arc` | The whole before→after journey in one line | "I had X problem, tried this, now Y" | YouTube, landing page hero, case study |
| `quote` | A short, quotable line in the creator's voice | "This is the only one that actually worked." | quote card, website testimonial, ad headline, email |
| `controversial_take` | A claim that splits opinion or pushes back on common advice | "Everyone says X — they're wrong." | X, Reddit, TikTok hook, ad hook |
| `data_point` | A specific number, result, or measurable claim | "Saved 4 hours a week." "Down 12 lbs in 6 weeks." | ad copy, landing-page stat, email subject |
| `story` | A self-contained anecdote with a beginning and payoff | "So last Tuesday I…" | Reels, TikTok, Stories, blog snippet |
| `framework` | A named or numbered method the creator teaches | "My 3-step morning routine" | carousel, LinkedIn, YouTube Short, blog |
| `prediction` | A forward-looking claim about a trend or outcome | "By next year everyone will…" | X, LinkedIn, thought-leadership post |

### Per-atom record

```markdown
- atom_id: A-001
  tier: quote
  text: "This is the only one that actually worked."
  timestamp: 00:00:18   # or char-offset / "para 2" if no timecodes
  source_asset: UGC-001 (@creator1, TikTok)
  suggested_platforms: [quote card, website testimonial, ad headline]
  virality_score: 0.71
```

## 2. Virality Heuristic

Score each atom 0–1 so you repurpose the strongest first. Rate three traits on a 0–1 scale by reading the text, then weight them:

```
base = (Novelty × 0.4) + (Controversy × 0.3) + (Utility × 0.3)
```

- **Novelty (0.4)** — how fresh or surprising is the claim? Seen-it-everywhere = low; genuinely new angle = high.
- **Controversy (0.3)** — does it provoke a reaction or take a side? Neutral = low; "you've been doing it wrong" = high.
- **Utility (0.3)** — can a viewer act on it? Vague vibe = low; concrete step or result = high.

### Bonuses (additive, then cap the total at 1.0)

Atom-type bonus:

| Atom tier | Bonus |
|-----------|-------|
| `controversial_take` | +0.10 |
| `data_point` | +0.08 |
| `framework` | +0.06 |
| `quote` | +0.04 |
| others | 0 |

Content

references/templates.md

# Content Amplifier — Templates, Specs & Worked Examples

Fill-in templates for both modes of [content-amplifier](../SKILL.md). Anchors are mode-prefixed: `paid-*` for the paid-amplification workflow, `repurpose-*` for the UGC-reuse workflow. Links back to repo root use `../../../`.

---

# Mode: paid

Templates for extending the reach of organic creator content with paid spend.

## paid-1: Content Inventory (Step 1)

```markdown
### Content Inventory for Amplification

**Campaign**: [name]
**Total Content Pieces**: [#]
**Amplification Budget**: $[X]

### Content Performance Overview

| Creator | Platform | Content Type | Organic Reach | ER | Views | Potential |
|---------|----------|--------------|---------------|----|-------|-----------|
| @[handle1] | [platform] | [type] | [reach] | [%] | [views] | ⭐⭐⭐⭐⭐ |
| @[handle2] | [platform] | [type] | [reach] | [%] | [views] | ⭐⭐⭐⭐ |
| @[handle3] | [platform] | [type] | [reach] | [%] | [views] | ⭐⭐⭐ |
```

## paid-2: Content Selection (Step 2)

```markdown
## Content Selection for Amplification

### Selection Criteria

| Criterion | Weight | Why It Matters |
|-----------|--------|----------------|
| Organic performance | [%] | Proven engagement |
| Hook quality | [%] | Paid attention capture |
| Message clarity | [%] | Brand communication |
| Production quality | [%] | Professional impression |
| CTA effectiveness | [%] | Conversion potential |

### Content Scoring

| Content | Organic | Hook | Message | Quality | CTA | Total | Rank |
|---------|---------|------|---------|---------|-----|-------|------|
| @[handle1] | [1-5] | [1-5] | [1-5] | [1-5] | [1-5] | [X/25] | 1 |
| @[handle2] | [1-5] | [1-5] | [1-5] | [1-5] | [1-5] | [X/25] | 2 |

### Top Picks for Amplification

**Tier 1: Must Amplify**

| Content | Reason | Recommended Spend |
|---------|--------|-------------------|
| @[handle1] [content] | [why] | $[X] ([%] of budget) |
| @[handle2] [content] | [why] | $[X] ([%] of budget) |

**Tier 2: Consider If Budget Allows**

| Content | Reason | Recommended Spend |
|---------|--------|-------------------|
| @[handle3] [content] | [why] | $[X] ([%] of budget) |

**Do Not Amplify**

| Content | Reason |
|---------|--------|
| @[handle4] [content] | [why it's not worth paid spend] |
```

## paid-3: Amplification Strategy (Step 3 + method detail)

```markdown
## Amplification Strategy

### Strategy Overview

**Objective**: [awareness/traffic/conversions]
**Total Budget**: $[X]
**Duration**: [timeframe]
**Platforms**: [platforms]

### Amplification Methods

#### Option 1: Whitelisting / Spark Ads

**What it is**: Running ads through the creator's account

| Platform | Format | Requirements | Best For |
|----------|--------|--------------|----------|
| Meta Branded Content | Partnership Ads | Creator grants access | Native feel, social proof |
| TikTok Spark Ads | Spark Ads | Creator authorization | TikTok algorithm, authenticity |
| YouTube | BrandConnect | Creator approval | Long-form, YouTube search |

**

skill-card.md

## Description:

Helps teams amplify approved creator content through paid media or repurpose it into rights-tracked assets for ads, website, email, and organic channels.

This skill is ready for commercial/non-commercial use.

## Publisher:

[aaron-he-zhu](https://clawhub.ai/user/aaron-he-zhu)

### License/Terms of Use:

MIT-0

## Use Case:

Marketing, influencer, and growth teams use this skill to decide which approved creator posts to boost, plan whitelisting or Spark Ads, allocate paid budgets, and turn existing UGC into multi-channel assets. It assumes content is already cleared and routes publishability, disclosure, and claim-compliance checks to an auditor skill.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill can produce paid ad spend recommendations based on incomplete or estimated campaign data.

Mitigation: Confirm budget, performance metrics, and platform assumptions before launching or scaling paid campaigns.

Risk: The skill may process sensitive marketing inputs such as creator metrics, rights terms, CRM audiences, or ad-platform performance when the user provides them.

Mitigation: Share only data approved for agent use and approve memory saves only for information that may be reused later.

Risk: Repurposing creator content without confirmed rights can create commercial, legal, or platform-policy exposure.

Mitigation: Confirm usage rights and expiration dates before recommending paid, website, email, or other reuse.

## Reference(s):

- [Content Amplifier on ClawHub](https://clawhub.ai/aaron-he-zhu/skills/content-amplifier)
- [Project homepage](https://github.com/aaron-he-zhu/aaron-marketing-skills)
- [Content-Atom Extraction Method](references/atom-extraction.md)
- [Templates, Specs & Worked Examples](references/templates.md)

## Skill Output:

**Output Type(s):** [analysis, markdown, configuration, guidance]

**Output Format:** [Markdown tables, plans, scorecards, setup guidance, and handoff summaries]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [May include paid amplification budgets, selection scores, rights trackers, repurposing maps, platform setup steps, and 30-day distribution plans.]

## Skill Version(s):

19.0.0 (source: server release evidence and skill frontmatter)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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