Skills report-generator
πŸ“¦

report-generator

v17.0.0 Content revision r1 Medium Risk πŸ“ Filesystem accessβš™οΈ External commands🌐 Network access

Create Stakeholder-Ready Campaign Reports

Campaign metrics often lack the structure and context stakeholders need. This skill turns existing influencer data into audience-specific reports with insights and recommendations.

Supports: Claude Codex Code(CC)
πŸ“Š 69 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 "report-generator" from https://skillstore.io/skills/aaron-he-zhu-report-generator.md and its manifest at https://skillstore.io/api/skills/aaron-he-zhu-report-generator/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 "report-generator". Create an executive report for a holiday campaign with $50,000 spend, $165,000 revenue, and 3.5 million reach.

Expected outcome:

Holiday Campaign Executive Summary

The campaign generated $165,000 from $50,000 in spend, producing 230% ROI and 3.3 ROAS.

Recommendation: Increase the next-quarter budget while prioritizing the best-performing creators and product demonstration content.

Using "report-generator". Summarize a client campaign that exceeded its reach target by 20 percent but missed its conversion target by 15 percent.

Expected outcome:

Client Performance Summary

Reach exceeded target by 20%, showing strong awareness delivery. Conversions finished 15% below target, indicating a gap after engagement.

Next step: Test clearer calls to action and improve landing-page alignment.

Using "report-generator". Create an internal team report with creator results, content findings, and next actions.

Expected outcome:

  • Top performers: Identify creators that exceeded reach, engagement, and conversion benchmarks.
  • Content learning: Compare product demonstrations, tutorials, and lifestyle posts using consistent metrics.
  • Actions: Assign creator renewal decisions, brief revisions, and measurement updates to named owners with deadlines.

Security Audit

Medium Risk
v5 β€’ 7/12/2026 Open versioned report

All 38 static findings are false positives caused by Markdown links, code fences, inline code, metadata URLs, or ordinary reporting language. One medium semantic risk remains because the skill directs agents to persist campaign reports and selected metrics in shared memory without requesting confirmation.

2
Files scanned
637
Lines analyzed
0
Review items
0
False positives ignored

Confirmed security concerns (1)

Medium
Campaign Data Persisted Without Confirmation
The skill directs agents to save reports and promote ROI, creator decisions, and campaign learnings into shared memory without checking sensitivity or user consent.
The persistence instructions and target paths are explicit. The impact depends on host memory scope and whether campaign data is confidential.
Audited by: codex View Audit History β†’
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Open versioned report
Security Assessment

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https://skillstore.io/skills/aaron-he-zhu-report-generator/audits/5?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

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Academic citations (APA Β· BibTeX Β· CFF)

APA citation

aaron-he-zhu. (2026). report-generator security audit report (audit version 5) [Author version 17.0.0]. Skillstore. https://skillstore.io/skills/aaron-he-zhu-report-generator/audits/5

BibTeX citation

@techreport{aaron-he-zhu-aaron-he-zhu-report-generator-2026, author = {aaron-he-zhu}, title = {report-generator security audit report (audit version 5)}, institution = {Skillstore}, year = {2026}, number = {5}, url = {https://skillstore.io/skills/aaron-he-zhu-report-generator/audits/5}, 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: "report-generator security audit report (audit version 5)" version: "17.0.0" type: report authors: - name: "aaron-he-zhu" date-released: "2026-07-12" url: "https://skillstore.io/skills/aaron-he-zhu-report-generator/audits/5" identifiers: - type: other value: "skillstore:aaron-he-zhu-report-generator:audit:5" description: "Skillstore immutable audit report identifier"

Compare variants

2 installable variants

Each author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.

Why this variant is first

Highest Skillstore Score
aaron-he-zhu Recommended Current

aaron-he-zhu-report-generator

Skillstore Score 69
Evidence Confidence Medium
Skillstore usage 5
Updated

2026-08-21

curiouslearner-report-generator

Skillstore Score 38
Evidence Confidence Medium
Skillstore usage 19
Updated

2026-08-21

Skillstore Score

Why this score Evidence Confidence: Medium
41
Architecture
100
Maintainability
87
Content
65
Community
91
Spec Compliance

What You Can Build

Executive Campaign Review

Summarize business outcomes, ROI, major lessons, and investment recommendations for leadership.

Client Results Delivery

Present campaign performance, creator highlights, audience insights, and next steps in a polished client report.

Team Performance Retrospective

Document detailed metrics, content patterns, budget variance, learnings, and assigned actions for future campaigns.

Try These Prompts

Create a Basic Campaign Report
Create a campaign report for [campaign name]. The audience is [executive, client, team, or board]. Use these metrics: [metrics].
Build an Executive Summary
Build an executive summary for [campaign and period]. Compare results with [targets or prior period]. Highlight ROI, key outcomes, and one recommendation.
Prepare a Client Performance Report
Prepare a client report for [campaign]. Include objectives, delivery, performance, top creators, audience insights, recommendations, and next steps. Use [provided data].
Develop a Detailed Team Retrospective
Develop a team retrospective for [campaign]. Analyze results by platform, creator, content format, budget, and efficiency. Add evidence-based recommendations, owners, and deadlines.

Best Practices

  • Provide validated metrics, campaign dates, audience, targets, and comparison periods before requesting the report.
  • Match detail to the audience and explain every important metric with relevant context.
  • Review confidential data and confirm persistence preferences before saving reports or conclusions.

Avoid

  • Do not ask the skill to invent missing results, targets, benchmarks, or financial values.
  • Do not use one report structure for executives, clients, and delivery teams.
  • Do not present isolated metrics without explaining performance, causes, implications, and next actions.

Frequently Asked Questions

Does this skill calculate ROI or ROAS?
No. It reports supplied values and expects a separate analyzer or calculator to produce validated financial metrics.
Which report audiences are supported?
It supports executive, client, internal team, and board audiences with different detail levels and priorities.
What information should I provide?
Provide the campaign name, period, audience, objectives, targets, spend, revenue, reach, engagement, conversions, and creator results when available.
Can it work without live platform connections?
Yes. Supply the campaign metrics directly, and the skill can create the report without live integrations.
Does it create charts?
It recommends suitable chart types and report layouts. Actual chart rendering depends on the host and available tools.
Where can reports be saved?
The skill proposes workspace memory paths. Confirm the location and remove sensitive information before enabling persistence.

Developer Details

License

Apache-2.0

Author version

v17.0.0

Skillstore revision

r1

Ref

d71c7417a35d5c2624161bd2fe8de8a41a362128

Maintenance freshness

7/18/2026

Usage

1 downloads Β· 0 views

File structure

πŸ“ references/

πŸ“„ report-templates.md

πŸ“„ SKILL.md

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