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treatment-plans
Generate concise (typically 1–4 pages) patient-centered medical treatment plans in LaTeX/PDF when a clinician needs an actionable plan with SMART goals, evidence-based interventions, monitoring, and HIPAA-aware documentation.
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Generate concise (typically 1–4 pages) patient-centered medical treatment plans in LaTeX/PDF when a clinician needs an actionable plan with SMART goals, evidence-based interventions, monitoring, and HIPAA-aware documentation.
A comprehensive auditor for any agent skill — including Manus, OpenClaw/ClawHub, Claude, LobeHub, or custom SKILL.md-based skills. Use this skill whenever a user wants to evaluate, audit, review, score, or quality-check an agent skill before publishing, updating, or deploying. Covers two hard veto gates (structural redlines + research integrity redlines), static quality scoring across 25 criteria (ISO 25010 + OpenSSF + Agent), dynamic test input generation, multi-mode execution testing, multi-layer output evaluation with five specialized category rubrics (Evidence Insight / Protocol Design / Data Analysis / Academic Writing / Other), a Research Veto that applies to all four research categories, human eval viewer generation, actionable P0/P1/P2 optimization recommendations, and automatic skill improvement that outputs a polished, production-ready SKILL.md. Also use whenever a user says "audit my skill", "evaluate my skill", "improve my skill", or wants a corrected version after evaluation.
Run GSEA on a ranked gene list and produce the enrichment table, running-score table, and enrichment plots.
Identifies real, evidence-audited, topic-specific research gaps in medical research by first retrieving and verifying literature from trusted sources, then mapping the current evidence landscape, rejecting pseudo-gaps, and converting only medium/high-confidence gaps into study-ready research opportunities. Always require real literature retrieval before formal gap claims. Never fabricate references, metadata, or findings.
Converts an audited medical research gap into a complete, structured, gap-traceable study design. Always use this skill whenever a user already has one or more candidate research gaps and wants to transform them into an executable biomedical research plan rather than re-run broad topic ideation. Covers six gap-to-design patterns (evidence-completion, mechanism-resolution, cell-state/context-mapping, translation-bridge, causality-upgrade, population/stage-specific) and always outputs one recommended primary protocol, a gap-to-design dependency map, step-by-step workflow, figure plan, validation strategy, minimal executable version, publication upgrade path, and verified design-support literature rules. Never fabricate references. Preserve claim-evidence discipline and do not replace a topic-specific gap with a generic workflow.
Evidence-based medical knowledge and research mentor grounded in the Bian Que tradition. Covers clinical reasoning, diagnostic thinking (望闻问切), pharmacology, pathology, differential diagnosis, medical literature appraisal, and the philosophy of early intervention. Trigger whenever users ask about medicine, clinical science, drugs, disease mechanisms, diagnosis, lab interpretation, treatment comparison, or health sciences. Even without explicit research framing, trigger on any topic touching disease, therapeutics, or clinical decision-making. Part of the AIPOCH Medical Research Skill Hub.
Use when correcting batch effects in merged bulk expression matrices with sample-level batch metadata while preserving biological group structure and generating before-and-after QC plots. NOT for: single-cell integration, raw FASTQ processing, differential expression without batch labels, or datasets without biological groups.
| name | treatment-plans |
| description | Generate concise (typically 1–4 pages) patient-centered medical treatment plans in LaTeX/PDF when a clinician needs an actionable plan with SMART goals, evidence-based interventions, monitoring, and HIPAA-aware documentation. |
| license | MIT |
| author | AIPOCH |
Use this skill when you need to produce a clinically actionable, professionally typeset treatment plan (LaTeX → PDF), especially when:
Versions may vary by environment; pin them in your project if you need reproducibility.
xelatex (recommended)pdflatex (supported)tcolorbox (with most library), tikz/pgf, geometry, xcolor, fontspec (XeLaTeX/LuaLaTeX), fancyhdr, titlesec, enumitem, booktabs, longtable, array, colortbl, hyperref, natbibscripts/generate_template.pycheck_completeness.pyvalidate_treatment_plan.pytimeline_generator.pyscripts/generate_schematic.py for diagram generationBelow is a complete, runnable example that (1) generates a template, (2) compiles to PDF, and (3) runs validation checks. Adjust paths to match your repository layout.
cd .claude/skills/treatment-plans/scripts
# Generate a mental health plan template
python generate_template.py --type mental_health --output depression_treatment_plan.tex
# Example: a simple treatment pathway flowchart
python scripts/generate_schematic.py "Depression treatment pathway: assessment -> CBT/SSRI -> monitoring -> escalation criteria" -o figures/depression_pathway.png
Include the figure in your .tex file (example snippet):
\begin{figure}[h]
\centering
\includegraphics[width=0.95\linewidth]{figures/depression_pathway.png}
\caption{Treatment pathway overview.}
\end{figure}
# Recommended (better font support)
xelatex depression_treatment_plan.tex
# If you use bibliography features
bibtex depression_treatment_plan || true
xelatex depression_treatment_plan.tex
xelatex depression_treatment_plan.tex
python check_completeness.py depression_treatment_plan.tex
python validate_treatment_plan.py depression_treatment_plan.tex
python timeline_generator.py --plan depression_treatment_plan.tex --output timeline.pdf
Minimal LaTeX skeleton:
\maketitle
\thispagestyle{empty}
\begin{patientinfo}
% De-identified demographics, diagnosis, date, framework
\end{patientinfo}
\begin{goalbox}[Primary Treatment Goals]
\begin{itemize}
\item Goal 1 (metric + timeframe)
\item Goal 2 (metric + timeframe)
\end{itemize}
\end{goalbox}
\begin{keybox}[Core Interventions]
\begin{itemize}
\item Intervention 1 (dose/frequency if applicable)
\item Intervention 2 (visit cadence / therapy frequency)
\end{itemize}
\end{keybox}
\begin{warningbox}[Critical Decision Points]
\begin{itemize}
\item Escalate if threshold X is met
\end{itemize}
\end{warningbox}
\newpage
\tableofcontents
\newpage
Include only what changes decisions; prefer tables/bullets:
one_page_treatment_plan.tex: default for most cases (quick reference)general_medical_treatment_plan.tex: internal medicine / general practicerehabilitation_treatment_plan.tex: PT/OT/SLP protocols and milestonesmental_health_treatment_plan.tex: psychotherapy + pharmacotherapy + safety planchronic_disease_management_plan.tex: long-term targets + coordinationperioperative_care_plan.tex: pre/intra/post-op structure (ERAS, VTE, antibiotics)pain_management_plan.tex: multimodal analgesia + opioid risk mitigation