AR
Data & Repro
armored-cart-design-agent
Design armored CAR-T cells with cytokine payloads and resistance mechanisms.
FreedomIntelligence/OpenClaw-Medical-SkillsView
Data & Repro
BI
bio-longitudinal-monitoring
Maintainer FreedomIntelligence · Last updated April 1, 2026
Tracks ctDNA dynamics over time for treatment response monitoring using serial liquid biopsy samples. Analyzes tumor fraction trends, mutation clearance kinetics, and defines molecular response criteria. Use when monitoring patients during therapy or detecting molecular relapse before clinical progression.
Original source
FreedomIntelligence/OpenClaw-Medical-Skills
https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-longitudinal-monitoring
- Maintainer
- FreedomIntelligence
- License
- MIT
- Last updated
- April 1, 2026
Skill Snapshot
Key Details From SKILL.md
Key Notes
- Python: pandas + matplotlib for trend analysis and molecular response classification.
- Track ctDNA levels over my patient's treatment" → Monitor tumor fraction and mutation dynamics across serial liquid biopsy timepoints for treatment response assessment and early relapse detection. Python: pandas + matplotlib for trend analysis and molecular response classification.
- Track ctDNA dynamics over treatment for response assessment and relapse detection.
Source Doc
Excerpt From SKILL.md
Clinical Integration
Goal: Generate a structured monitoring report combining tumor fraction dynamics, mutation clearance status, and molecular response classification for clinical decision support.
Approach: Aggregate tumor fraction trend analysis, mutation tracking pivot tables, and response criteria into a single report dictionary with standardized molecular response categories.
Use cases
- Use when monitoring patients during therapy or detecting molecular relapse before clinical progression.
Not for
- Do not rely on this catalog entry alone for installation or maintenance details.
Upstream Related Skills
- ctdna-mutation-detection - Detect mutations to track
- tumor-fraction-estimation - Estimate tumor fraction per timepoint
- fragment-analysis - Complement with fragmentomics trends
Related skills
Related skills
AR
Data & Repro
arxiv-search
Search arXiv physics, math, and computer science preprints using natural language queries. Powered by Valyu semantic search.
FreedomIntelligence/OpenClaw-Medical-SkillsView
AU
Data & Repro
autonomous-oncology-agent
Autonomous oncology research agent: literature mining, trial matching, biomarker analysis, and treatment hypothesis generation.
FreedomIntelligence/OpenClaw-Medical-SkillsView
BI
Data & Repro
bio-cfdna-preprocessing
Preprocesses cell-free DNA sequencing data including adapter trimming, alignment optimized for short fragments, and UMI-aware duplicate remo…
FreedomIntelligence/OpenClaw-Medical-SkillsView