ospf-ayurveda-kg

Freeze this session's state for later resumption with claude --resume

List frozen sessions and provide resume commands for all panels

ADMET prediction agent - assess absorption, distribution, metabolism, excretion, and toxicity profiles from molecular structure and physicochemical properties

Drug candidate ranking agent - multi-criteria scoring and prioritization of compounds for Oral Mucositis treatment

Clinical feasibility assessment agent - evaluate practical development pathways, regulatory strategy, cost estimates, and real-world viability for drug candidates

Combination therapy design agent - rational multi-compound strategy design, synergy assessment, and Ayurvedic formulation evaluation

Data scraper agent - build and run scrapers to collect drug, compound, target, and disease data from biomedical databases

Oral Mucositis disease modeling agent - map OM pathobiology phases, identify underserved therapeutic targets, and evaluate candidates against disease biology

Multi-agent drug discovery orchestrator - spawn parallel domain expert agents that analyze candidates from different angles, debate findings, and converge on a consensus recommendation for Oral Mucositis treatment

Drug repurposing agent - identify approved drugs that could be repositioned for Oral Mucositis based on target overlap, mechanism, and clinical feasibility

Ethnobotany and Ayurvedic pharmacology agent - reason about traditional formulations, plant synergies, and bridge traditional medicine to modern pharmacology

Frontend developer agent - build prototype UI to display pre-generated Claude analysis outputs, knowledge graph data, and drug candidate reports

Literature review agent - systematic evidence gathering and appraisal for drug-target-disease hypotheses, with evidence level classification

Natural product lead identification agent - scan project databases to surface phytochemicals and natural products with OM-relevant target activity

Biological pathway analysis agent - map signaling cascades, identify network vulnerabilities, evaluate multi-target strategies, and assess pathway-level drug coverage

Safety pharmacology agent - toxicity assessment, drug interaction risk, and safety evaluation for immunocompromised cancer patients

Structure-Activity Relationship analysis agent - systematic analog comparison, pharmacophore identification, and structural optimization suggestions

Molecular target profiling agent - deep analysis of gene/protein targets for druggability, disease relevance, and pathway context

Identify and clean up stale/merged branches (local and remote)

Quick overview of all branches — merged status, divergence, last activity

Codebase architect expert - consult when deciding where to place files, organizing modules, or refactoring for vertical architecture

Write a good commit message for staged changes and commit

Create a pull request from the current branch with auto-generated description

Git expert - consult for branching strategy, commits, PRs, tags, and version control management

GraphRAG expert - consult when implementing, calling, or creating prompts for the Graph-Aware RAG system

Review Recent Project Activity

Create a new Claude skill for this project

Reread and refresh understanding of CLAUDE.md files

Create annotated milestone or data tags with changelog

Cancer researcher agent - analyze drug trials, biomarkers, resistance mechanisms, and emerging cancer therapies

Chemist agent - analyze drug structures, predict properties from structural similarities, and compare compounds