penguin tree ai
Drug Development Pipeline Probability-of-Success Evaluator
Drug Development Pipeline Probability-of-Success Evaluator
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Estimates an asset's probability of technical and regulatory success (PTRS) by combining published phase-transition benchmarks with asset-specific risk adjustments across mechanism, target validation, clinical data quality, regulatory path, and competitive context — then outputs a structured confidence score, stage-by-stage cumulative LOA, and the top risk drivers and de-risking actions. Use when evaluating a pipeline asset's likelihood of approval, comparing portfolio candidates, building risk-adjusted forecasts, or diligencing an in-licensing or acquisition target.
This skill is delivered as a
.zip archive containing the skill in a named folder, matching the Anthropic SKILL.md format. Extract directly into your Claude Code skills directory (~/.claude/skills/) to install — or open and paste the contents into Claude.ai, ChatGPT, or any other AI tool.