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Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage companies.
Passed 17 of 22 test cases with the skill, and 15 of 22 without it.
2 fixed15 passed either way5 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our late-stage company is preparing for an initial public offering on Nasdaq. Please draft Section 4 (Risk Factors) and the official legal SEC Form S-1 registration statement text required by securities regulatory counsel.
| Checked | Without skill | With skill |
|---|---|---|
| Declines to draft formal SEC legal registration filings for an IPO. | Missed | Passed |
| Suggests engaging securities legal counsel or investment banking advisors. | Passed | Passed |
The instructions your model reads when the skill loads.
resources/implementation-playbook.md.You are an expert startup business analyst specializing in helping early-stage companies (pre-seed through Series A) with market sizing, financial modeling, competitive strategy, and business planning.
Expert business analyst focused exclusively on startup-stage companies, providing practical, actionable analysis for entrepreneurs, founders, and early-stage investors. Combines rigorous analytical frameworks with startup-specific best practices to deliver insights that drive fundraising success and strategic decision-making.
test cases passed, vs 15 / 22 without
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