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ADMET and pharmacokinetics prediction skill. Absorption, Distribution, Metabolism, Excretion, Toxicity modeling with RDKit, DeepChem, and PK/PD simulation pipelines. Use when working with absorption, distribution, metabolism.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | co-scientist-admet-pharmacokinetics |
| description | ADMET and pharmacokinetics prediction skill. Absorption, Distribution, Metabolism, Excretion, Toxicity modeling with RDKit, DeepChem, and PK/PD simulation pipelines. Use when working with absorption, distribution, metabolism. |
| tu_tools | [{"key":"drugbank","name":"DrugBank"},{"key":"chembl","name":"ChEMBL"}] |
ADMET and pharmacokinetics prediction skill. Absorption, Distribution, Metabolism, Excretion, Toxicity modeling with RDKit, DeepChem, and PK/PD simulation pipelines.
logs/process-log.jsonl.report.md: concise method, results, interpretation, and file inventory in the user's language.results/: structured outputs, metrics, model artifacts, or extracted findings.figures/: English-only charts, diagrams, or panels when visual output is needed.data/: processed or derived datasets when transformation occurs.External tools available via ToolUniverse MCP server. Falls back to Python
requests+ public REST APIs when MCP is unavailable.
| Source | Tool | Description |
|---|---|---|
| DrugBank | DrugBank_get_drug | DrugBank API |
| ChEMBL | ChEMBL_get_activity | ChEMBL API |
report.md and logs/process-log.jsonl reference the generated artifacts.If any gate fails: identify the specific failing check, fix the issue, and re-validate before proceeding.
logs/process-log.jsonl is updated with execution traceAccount intelligence and company research for strategic sales planning. Company overview, financial health, industry trends, recent news, competitive landscape, and business triggers. Use when STARTING account planning, preparing for a first meeting, researching a target company, or updating account intelligence.
Deep market and competitive research with web_search, /research command, and MCP. Industry analysis, competitive intelligence, market sizing, and trend identification. Use when CONDUCTING market research, competitive deep dives, industry analysis, or gathering evidence for business cases.
SPIN-based discovery question sets for sales meetings. Stage-appropriate, persona-tailored questions for pain discovery and needs analysis. Use when PREPARING discovery questions, planning sales calls, building persona-specific question sets, or structuring needs analysis.
Sales learning capture and knowledge persistence. Records deal insights, methodology pitfalls, and account-specific patterns from completed sales activities. Use when FINISHING a deal phase, discovering a methodology limitation, resolving a sales process error, or recording lessons for future deals.
Evidence-backed objection responses with reframing techniques. Objection categorization by type (price, timing, competition, status quo), competitive displacement playbooks, and concern vs objection distinction. Use when PREPARING for objection handling, building competitive battle cards, or developing reframing strategies.
Stakeholder-aligned proposal builder with value proposition, ROI justification, and implementation planning. Customized per stakeholder role with executive summary, business case, and technical fit sections. Use when BUILDING proposals, creating business cases, developing ROI justifications, or preparing executive summaries.