Influencer campaign budgets are difficult to balance across creators, platforms, and content formats. This skill builds allocations, projections, scenarios, and reallocation recommendations from your inputs.
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Agent request
Review the Skillstore skill "budget-optimizer" from https://skillstore.io/skills/aaron-he-zhu-budget-optimizer.md and its manifest at https://skillstore.io/api/skills/aaron-he-zhu-budget-optimizer/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.
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Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
All 34 static findings are false positives caused by Markdown code fences, inline code, relative documentation links, marketing terminology, and repository metadata URLs. No shell execution, network request, system reconnaissance, or executable path traversal is present. One medium contextual risk remains because the output filename includes an unconstrained topic value.
The output filename includes an unconstrained topic placeholder. A topic containing separators could direct the write outside the intended memory directory.
Line 79 directly places the topic placeholder in a filename without slugging rules. Exploitability depends on how the host resolves agent-generated paths.
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
aaron-he-zhu. (2026). budget-optimizer security audit report (audit version 4) [Author version 17.0.0]. Skillstore. https://skillstore.io/skills/aaron-he-zhu-budget-optimizer/audits/4
BibTeX citation
@techreport{aaron-he-zhu-aaron-he-zhu-budget-optimizer-2026,
author = {aaron-he-zhu},
title = {budget-optimizer security audit report (audit version 4)},
institution = {Skillstore},
year = {2026},
number = {4},
url = {https://skillstore.io/skills/aaron-he-zhu-budget-optimizer/audits/4},
note = {Author version 17.0.0}
}
CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "budget-optimizer security audit report (audit version 4)"
version: "17.0.0"
type: report
authors:
- name: "aaron-he-zhu"
date-released: "2026-07-12"
url: "https://skillstore.io/skills/aaron-he-zhu-budget-optimizer/audits/4"
identifiers:
- type: other
value: "skillstore:aaron-he-zhu-budget-optimizer:audit:4"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this scoreEvidence Confidence: Medium
41
Architecture
100
Maintainability
87
Content
65
Community
100
Spec Compliance
What You Can Build
Plan a Product Launch
Build a platform and creator-tier allocation with projected reach, engagement, and contingency.
Compare Client Budget Options
Present three spend scenarios with costs, expected outcomes, tradeoffs, and a recommended option.
Reallocate Active Campaign Spend
Compare planned and actual results, then move remaining funds toward stronger creators or channels.
Try These Prompts
Create a Basic Allocation
Allocate [budget] across [platforms] for a [campaign goal] influencer campaign. Include creator tiers, content, amplification, and contingency.
Compare Budget Scenarios
Compare [low], [target], and [high] budgets for [audience] on [platforms]. Recommend one scenario and explain the tradeoffs.
Project Campaign Returns
Optimize [budget] using these rates and performance assumptions: [data]. Project CPM, CPE, conversions, ROI, and ROAS. Label every metric source.
Reallocate Mid-Campaign Spend
Review this planned allocation, spend to date, and creator performance: [data]. Reallocate the remaining budget while preserving [constraints]. Quantify expected impact.
Best Practices
Provide current rate cards, target platforms, audience, timeline, goal, and fixed costs before requesting an allocation.
Label all numbers as Measured, User-provided, or Estimated, and document every major assumption.
Keep five to ten percent as contingency and review performance before reallocating active spend.
Avoid
Do not treat benchmark ranges as guaranteed creator prices or campaign results.
Do not place more than forty percent of the budget with one creator without documenting concentration risk.
Do not execute reallocations from projections alone when current performance data is available.
Frequently Asked Questions
Which platforms does the skill cover?
It includes built-in benchmarks for Instagram, TikTok, and YouTube. User-provided data can support other platforms.
Does it need live integrations?
No. It works from provided inputs and built-in benchmarks. Optional connectors can replace estimates with current rates and measured results.
Can it calculate ROI and ROAS?
Yes, when the required value, conversion, and revenue assumptions are available. Otherwise, it reports clearly labeled estimates.
Can it optimize paid advertising budgets?
It can plan channel allocation and ROAS scenarios. It does not read live pacing, choose bid strategies, or execute changes.
Can it reallocate an active campaign?
Yes. Provide spend to date and creator-level results so it can compare performance and recommend remaining-budget moves.
Does it replace campaign planning?
No. It focuses on allocation, projections, scenarios, and reallocation. Campaign strategy and creator recruitment remain separate tasks.