domains / general / report-generation / report-generator
The three skills share the name 'report-generator' but target completely different domains and workflows. The first is for influencer marketing campaign reports with strict privacy/authorization constraints. The second is for SEO/GEO analysis reports with multi-format output (HTML/JSON/Excel) and visualization. The third is a specific utility for video compression statistics using ffprobe. None of these are reproductions of the others; they are distinct tools that happen to share a generic name. Combining them is necessary to preserve the distinct procedures for marketing, SEO, and video processing.
| Repository | Path |
|---|---|
| aaron-he-zhu/aaron-marketing-skills | influencer/report/report-generator/SKILL.md |
| foryourhealth111-pixel/Vibe-Skills | bundled/skills/report-generator/SKILL.md |
| benchflow-ai/skillsbench | tasks/video-silence-remover/environment/skills/report-generator/SKILL.md |
| Role | Repository | Path |
|---|---|---|
| peer | aaron-he-zhu/aaron-marketing-skills | influencer/report/report-generator/SKILL.md |
| peer | foryourhealth111-pixel/Vibe-Skills | bundled/skills/report-generator/SKILL.md |
| peer | benchflow-ai/skillsbench | tasks/video-silence-remover/environment/skills/report-generator/SKILL.md |
---
name: report-generator
description: Unified skill for generating reports in Marketing, SEO/GEO, and Video Processing contexts.
---
# Report Generator
This skill handles three distinct reporting workflows. Identify the context based on the input data and user request.
## 1. Influencer Marketing Reports
**Context:** Post-campaign wrap-ups, executive summaries, client results.
**Procedure:**
1. Identify audience (executive, client, team, board).
2. Use pre-computed metrics from `performance-analyzer` and `roi-calculator`. Do not compute raw ROI.
3. Structure the report with narrative, key learnings, and recommendations.
4. **Privacy Constraint:** Use opaque refs (`client_ref`, `creator_ref`) in all saved artifacts. Resolve names only in-memory for transient rendering. Never save resolved PII.
5. Save to `memory/influencer/report-generator/YYYY-MM-DD-<topic>.md` only with explicit WARM-save authorization.
## 2. SEO/GEO Analysis Reports
**Context:** AI search visibility, technical SEO audits, competitive analysis.
**Procedure:**
1. Determine report type (Executive Summary, Technical Analysis, Comprehensive GEO).
2. Collect data from GEO audits, citation monitoring, and competitive sources.
3. Generate visualizations:
- Line charts for trends.
- Bar charts for engine comparisons (ChatGPT, Claude, Perplexity, SGE).
- Heatmaps for keyword opportunities.
4. Output in requested format (Markdown, HTML, JSON, Excel). HTML should include interactive elements and CSS styling.
## 3. Video Compression Reports
**Context:** Post-processing video silence removal or compression.
**Procedure:**
1. Run the report script:
```bash
python3 scripts/generate_report.py \
--original <original.mp4> \
--compressed <compressed.mp4> \
--segments <segments.json> \
--output <report.json>
```
2. Ensure `ffprobe` is available for duration measurement.
3. Output JSON must include `original_duration_seconds`, `compressed_duration_seconds`, `removed_duration_seconds`, `compression_percentage`, and `segments_removed`.
## Conflicts & Disambiguation
- If the user provides video files, use Workflow 3.
- If the user provides SEO/GEO metrics or asks for AI visibility reports, use Workflow 2.
- If the user provides campaign metrics or asks for stakeholder reports, use Workflow 1.
- Do not mix privacy constraints from Workflow 1 with the open data visualization of Workflow 2 unless explicitly requested for a client-facing SEO report (in which case, apply Workflow 1 privacy rules to the output).