report-generation
Skill1 starsChanged 9 months agoMITView on GitHub
Use as the final step after all research skills to assemble sections into a complete business validation report with Go/No-Go recommendation and PDF export — requires run_id and all prior sections
- Installs packages
3 other projects use a version of this.
Adopted by
Most recently taken up by
- qunyou-agent/finance-skillstheir own version, first seen Jul 6, 2026
- Community-Access/accessibility-agentstheir own version, first seen May 6, 2026
- ThuPhuong1010/claude-factorytheir own version, first seen Mar 29, 2026
Other versions3 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 3
- Community-Access/accessibility-agents★ 409same name
- qunyou-agent/finance-skills★ 4same name
- ThuPhuong1010/claude-factory★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository7 other files it gives its agents.
- brainstormingSkill
- competitor-analysisSkill
- financial-modelingSkill
- idea-intakeSkill
- market-researchSkill
- risk-assessmentSkill
- using-business-validatorSkill
The file
We split this skill into the rules it gives an agent
9 rules. About 0 are common, 5 are distinctive, and 4 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈5
Distinctive · estimate
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 13
Do NOT generate the report until ALL sections exist for the given run_id:
- Distinctive: line 19
If any section is missing, inform the user and invoke the missing skill with the run_id.
- Very specific: line 60
Check that all 4 section files exist in docs/reports/<run_id>/ using the exact run_id.
- Distinctive: line 61
Read each one plus the business brief.
- Very specific: line 65
Use the template at @report-template.md as the structure.
- Distinctive: line 99
If GO or CONDITIONAL GO, provide 5-7 concrete next steps ordered by priority.
- Very specific: line 103
Ensure the output directory exists: mkdir -p docs/reports/<run_id>
- Very specific: line 115
If pandoc is not installed, inform the user: "PDF generation requires pandoc.
- Distinctive: line 118
If pandoc is installed but the default PDF engine is not available, try:
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Report Generation
Overview
Assemble all research sections into a unified business validation report. Add Executive Summary, Go/No-Go recommendation, and generate PDF.
<HARD-GATE>
Do NOT generate the report until ALL sections exist for the given run_id:
- `docs/reports/<run_id>/01-market-research.md`
- `docs/reports/<run_id>/02-competitor-analysis.md`
- `docs/reports/<run_id>/03-financial-model.md`
- `docs/reports/<run_id>/04-risk-assessment.md`If any section is missing, inform the user and invoke the missing skill with the run_id.
</HARD-GATE>
Inputs
- run_id: From idea-intake (format:
YYYY-MM-DD-<slug>-<hhmm>) - Business brief:
docs/business-briefs/<run_id>.md - All 4 section files in
docs/reports/<run_id>/
Output
- Markdown:
docs/reports/<run_id>/REPORT.md - PDF:
docs/reports/<run_id>/REPORT.pdf
Process
digraph report_generation {
"Verify all sections exist for run_id" [shape=box];
"Read all sections" [shape=box];
"Assemble report from template" [shape=box];
"Write Executive Summary" [shape=box];
"Write Go/No-Go recommendation" [shape=box];
"Write Next Steps" [shape=box];
"Consolidate sources" [shape=box];
"Save REPORT.md" [shape=box];
"Generate PDF" [shape=box, style=filled, fillcolor="#e8f5e9"];
"Verify all sections exist for run_id" -> "Read all sections";
"Read all sections" -> "Assemble report from template";
"Assemble report from template" -> "Write Executive Summary";
"Write Executive Summary" -> "Write Go/No-Go recommendation";
"Write Go/No-Go recommendation" -> "Write Next Steps";
"Write Next Steps" -> "Consolidate sources";
"Consolidate sources" -> "Save REPORT.md";
"Save REPORT.md" -> "Generate PDF";
}Step 1: Verify and Read Sections
Check that all 4 section files exist in docs/reports/<run_id>/ using the exact run_id.
Read each one plus the business brief.
Step 2: Assemble the Report
Use the template at @report-template.md as the structure.
Replace placeholders with actual section content.
Step 3: Write Original Sections
These sections are NOT research — they are synthesis:
Executive Summary
- 1 paragraph: What the idea is
- 1 paragraph: Market opportunity (key numbers)
- 1 paragraph: Competitive position
- 1 paragraph: Financial viability
- 1 paragraph: Key risks and recommendation
Go / No-Go Recommendation
Score the idea on these dimensions:
| Dimension | Score (1-5) | Weight |
| Market Size and Growth | X | 25% |
| Competitive Position | X | 20% |
| Financial Viability | X | 25% |
| Risk Profile | X | 15% |
| Founder Readiness | X | 15% |
| Weighted Total | X.X / 5.0 |
Decision framework:
- 4.0+: GO — Strong opportunity
- 3.0-3.9: CONDITIONAL GO — Proceed with caution, address key risks
- 2.0-2.9: NO-GO — Significant issues must be resolved first
- Below 2.0: NO-GO — Fundamental viability concerns
Next Steps
If GO or CONDITIONAL GO, provide 5-7 concrete next steps ordered by priority.
Step 4: Save Report
Ensure the output directory exists: mkdir -p docs/reports/<run_id>
Write to docs/reports/<run_id>/REPORT.md
Step 5: Generate PDF
Attempt PDF generation via pandoc:
pandoc docs/reports/<run_id>/REPORT.md -o docs/reports/<run_id>/REPORT.pdf -V margin-top=25mm -V margin-bottom=25mm -V margin-left=20mm -V margin-right=20mmIf pandoc is not installed, inform the user:
"PDF generation requires pandoc. Install with: brew install pandoc (macOS) or apt install pandoc (Linux). The Markdown report is ready at docs/reports/<run_id>/REPORT.md."
If pandoc is installed but the default PDF engine is not available, try:
pandoc docs/reports/<run_id>/REPORT.md -o docs/reports/<run_id>/REPORT.pdf --pdf-engine=weasyprintOr suggest the user install a LaTeX distribution: brew install basictex
Step 6: Present Results
Show the user:
- The run_id
- Path to the Markdown report
- Path to the PDF (if generated)
- The Executive Summary
- The Go/No-Go verdict and score
Does it work?
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