What makes Budget Optimizer notable?

1.1K downloads. Trust evidence available

How should Budget Optimizer 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

Budget Optimizer

Use when the user asks to "allocate my influencer budget", "optimize spend across tiers", or "compare budget scenarios"; produces a tier/platform/content all... Skill: Budget Optimizer Owner: aaron-he-zhu Summary: Use when the user asks to "allocate my influencer budget", "optimize spend across tiers", or "compare budget scenarios"; produces a tier/platform/content all... Tags: latest:19.0.0 Version history: v19.0.0 | 2026-07-24T14:18:31.951Z | auto Version 19.0.0 - Added new manifest file: distribution-manifest.json - Removed unused or redundant documentation files: SKILL 2

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:budget-optimizer

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-budget-optimizer/snapshot"

Documentation

CLAWHUB

144,364 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: budget-optimizer
slug: budget-optimizer
displayName: "Budget Optimizer · 预算优化"
summary: "跨创作者与层级的预算分配:目标导向的花费拆分与情景对比"
description: 'Use when the user asks to "allocate my influencer budget", "optimize spend across tiers", or "compare budget scenarios"; produces a tier/platform/content allocation table, ROI and CPM/CPE projections, scenario comparisons, and mid-campaign reallocation moves. Not for building the full campaign plan — use campaign-planner. 达人预算分配/投放预算优化'
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 planning budget allocation for a new influencer campaign, splitting spend across nano/micro/macro tiers or platforms, estimating influencer costs and projecting ROI, modeling conservative vs aggressive scenarios, justifying a budget request, or reallocating budget mid-campaign based on performance."
argument-hint: "<total budget> [platforms] [campaign goal]"
metadata: {"author": "aaron-he-zhu", "version": "19.0.0", "discipline": "influencer", "phase": "target", "geo-relevance": "low", "hermes": {"tags": ["marketing", "influencer", "target"], "category": "influencer"}, "openclaw": {"emoji": "📣", "homepage": "https://github.com/aaron-he-zhu/aaron-marketing-skills"}}
---

# Budget Optimizer

This skill helps you allocate and optimize your influencer marketing budget to maximize return on investment. It considers platform costs, influencer tier economics, and campaign objectives to recommend optimal budget distribution.

## Quick Start

Shortest invocation:

```
Help me allocate a $30,000 budget for an influencer campaign on Instagram and TikTok
```

Common scenario:

```
Optimize my influencer budget across micro and macro influencers for a Gen Z product launch — compare a $50K and a $100K scenario
```

Output: a tier/platform/content allocation table, projected reach + CPM/CPE, 2-3 budget scenarios, and a recommended split.

## Skill Contract

- **Reads**: total budget, fixed vs influencer-available split, campaign goal, target platforms, tier constraints (max per influencer, minimum count), industry, and — for mid-campaign work — spend-to-date and per-influencer results. Connector data via `~~influencer database` / `~~social platform analytics` when available.
- **Writes**: a budget allocation recommendation (tier / platform / content tables), ROI and cost-efficiency projections, scenario comparison, optimization strategies, plus a handoff summary. Save path: `memory/influencer/budget-optimizer/YYYY-MM-DD-<topic>.md`.
- **Promotes**: approved total budget, the chosen scenario, locked tier mix, and any spend constraints — promote durable facts to `memory/hot-cache.md`.
- **Done when**:
  1. Allocation sums to 100% of the stated budget with a contingency line.
  2. Every projected metric is labeled Measured / User-provided / Estimated.
  3. One recommended scenario is named with its rationa

_meta.json

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  "slug": "budget-optimizer",
  "version": "19.0.0",
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}

references/templates.md

# Budget Optimizer — Templates, Cost Benchmarks & Scenarios

Fill-in templates, the built-in cost benchmark tables, scenario A/B/C blocks, optimization strategies, and the mid-campaign reallocation template for [budget-optimizer](../SKILL.md). Each section maps to a numbered Instructions step in the parent skill.

## Step 1 — Budget Parameters (intake template)

```markdown
### Budget Optimization Parameters

**Campaign Details**:
- Campaign Goal: [awareness/engagement/conversion]
- Target Audience: [description]
- Timeline: [duration]
- Geographic Focus: [regions]

**Budget Information**:
- Total Budget: $[X]
- Fixed Costs: $[X] (agency, tools, etc.)
- Available for Influencers: $[X]

**Platform Priorities**:
- Primary: [platform]
- Secondary: [platform(s)]

**Constraints**:
- Must include: [requirements]
- Maximum per influencer: $[X]
- Minimum influencers: [#]
```

## Step 2 — Cost Benchmarks

### Influencer Cost by Tier & Platform

#### Instagram

| Tier | Followers | Cost/Post | Cost/Story | Cost/Reel |
|------|-----------|-----------|------------|-----------|
| Nano | 1K-10K | $50-250 | $25-100 | $75-300 |
| Micro | 10K-100K | $250-1,000 | $100-500 | $300-1,500 |
| Mid-tier | 100K-500K | $1,000-5,000 | $500-2,000 | $1,500-7,500 |
| Macro | 500K-1M | $5,000-10,000 | $2,000-5,000 | $7,500-15,000 |
| Mega | 1M+ | $10,000+ | $5,000+ | $15,000+ |

#### TikTok

| Tier | Followers | Cost/Video | Notes |
|------|-----------|------------|-------|
| Nano | 1K-10K | $50-200 | High engagement typical |
| Micro | 10K-100K | $200-1,000 | Sweet spot for many brands |
| Mid-tier | 100K-500K | $1,000-3,000 | Viral potential |
| Macro | 500K-1M | $3,000-7,500 | Established creators |
| Mega | 1M+ | $7,500+ | Celebrity tier |

#### YouTube

| Tier | Subscribers | Dedicated Video | Integration | Mention |
|------|-------------|-----------------|-------------|---------|
| Micro | 10K-100K | $1,000-5,000 | $500-2,000 | $200-500 |
| Mid-tier | 100K-500K | $5,000-15,000 | $2,000-7,500 | $500-2,000 |
| Macro | 500K-1M | $15,000-30,000 | $7,500-15,000 | $2,000-5,000 |
| Mega | 1M+ | $30,000+ | $15,000+ | $5,000+ |

### Industry Adjustments

| Industry | Cost Multiplier | Notes |
|----------|-----------------|-------|
| Beauty/Fashion | 1.2-1.5x | High demand, competitive |
| Tech | 1.1-1.3x | Specialized expertise |
| Food/Beverage | 1.0x | Standard rates |
| Finance | 1.3-1.5x | Compliance requirements |
| Health/Wellness | 1.2-1.4x | Trust requirements |
| Gaming | 0.9-1.1x | Platform dependent |
| Travel | 1.0-1.2x | Seasonal variations |
| Parenting | 1.0-1.1x | Engaged audiences |

## Step 3 — Budget Allocation Recommendation

```markdown
## Budget Allocation Recommendation

### Total Budget: $[X]

#### By Influencer Tier

| Tier | % Budget | Amount | # Influencers | Cost/Influencer |
|------|----------|--------|---------------|-----------------|
| Macro | [%] | $[X] | [#] | ~$[X] |
| Micro | [%] | $[X] | [#] | ~$[X] |
| Nano | [%] | $[X] | [#] | ~$[X] |
| **To

skill-card.md

## Description:

Budget Optimizer helps agents allocate influencer marketing budgets across creator tiers, platforms, and content types, then compare ROI, CPM/CPE, and mid-campaign reallocation scenarios.

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 operators and agents use this skill to split influencer or paid-ad budgets across tiers, platforms, content types, and scenarios. It is useful for planning new campaigns, justifying budget requests, and preparing mid-campaign reallocation recommendations.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill may save campaign budget recommendations and approved budget facts into workspace memory.

Mitigation: Avoid sensitive CRM or campaign-performance data unless the host memory and connector settings match the user's data-retention expectations.

## Reference(s):

- [Budget Optimizer templates and benchmarks](references/templates.md)
- [ClawHub skill page](https://clawhub.ai/aaron-he-zhu/skills/budget-optimizer)
- [Project homepage](https://github.com/aaron-he-zhu/aaron-marketing-skills)

## Skill Output:

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

**Output Format:** [Markdown tables and concise narrative recommendations]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [May save budget recommendations and approved budget facts to workspace memory when used.]

## Skill Version(s):

19.0.0 (source: SKILL.md frontmatter and server release evidence)

## 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.

distribution-manifest.json

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}

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