Skills budget-optimizer
๐Ÿ“ฆ

budget-optimizer

v17.0.0 Content revision r1 Medium Risk ๐Ÿ“ Filesystem accessโš™๏ธ External commands๐ŸŒ Network access

Optimize Influencer Marketing Budgets

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.

Supports: Claude Codex Code(CC)
๐Ÿ“Š 70 Adequate

Install with my Agent

Copy this request to your Agent. It includes the canonical Skill page and manifest.

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.

Your Agent should still show its plan and request any confirmation required by the security policy.

Agent-readable resources

Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.

Test it

Using "budget-optimizer". Allocate $30,000 across TikTok and Instagram for a Gen Z skincare launch.

Expected outcome:

  • TikTok creators: $15,000 across micro and nano tiers.
  • Instagram creators: $9,000 for Reels, posts, and Stories.
  • Amplification: $4,500. Contingency: $1,500.
  • Projected reach, engagement, CPM, and ROI are labeled Estimated.

Using "budget-optimizer". Compare $50,000, $75,000, and $100,000 awareness budgets.

Expected outcome:

The recommended $75,000 scenario balances macro reach with micro creator volume, preserves contingency, and avoids excessive concentration.

Using "budget-optimizer". Reallocate $12,000 remaining after reviewing creator performance.

Expected outcome:

Move $7,000 from underperforming placements to the strongest creators, reserve $3,000 for amplification, and retain $2,000 as contingency.

Security Audit

Medium Risk
v4 โ€ข 7/12/2026 Open versioned report

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.

2
Files scanned
489
Lines analyzed
0
Review items
0
False positives ignored

Confirmed security concerns (1)

Medium
User-Derived Output Path Lacks Sanitization
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.
Audited by: codex View Audit History โ†’
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Open versioned report
Security Assessment

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Academic citations (APA ยท BibTeX ยท CFF)

APA citation

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 score Evidence 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.

Developer Details

License

Apache-2.0

Author version

v17.0.0

Skillstore revision

r1

Ref

d71c7417a35d5c2624161bd2fe8de8a41a362128

Maintenance freshness

7/18/2026

Usage

1 downloads ยท 1 views

File structure

๐Ÿ“ references/

๐Ÿ“„ templates.md

๐Ÿ“„ SKILL.md

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