GitHub
ln-002-best-practices-researcher
Research best practices via MCP Ref/Context7 and create documentation (guide/manual/ADR). Single research, multiple output types.
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tools computational chemistry AI Skills
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metanova-nova-miner
This skill should be used when setting up, optimizing, or managing MetaNova NOVA miners on Bittensor Subnet 68 (SN68). Use it for miner configuration, molecular search strategy development, PSICHIC scoring opti...
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GitHub
architecture-decisions
Document architecture decisions using Architecture Decision Records (ADRs) with context, alternatives, and consequences.
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GitHub
dspy-basics
Core DSPy fundamentals for signature design, basic modules (Predict, ChainOfThought), and program composition patterns. Use when creating new signatures, building simple DSPy programs, or learning foundational...
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GitHub
reviewing-python-architecture
Review ADRs to check they follow testing principles. Use when reviewing ADRs or architecture decisions.
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GitHub
reviewing-typescript-architecture
Review ADRs to check they follow testing principles. Use when reviewing ADRs or architecture decisions.
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GitHub
x-data-signals
Use this skill to decode the "DNA" of the recommendation engine. These signals are the foundational data structures used to retrieve candidates (before ranking) and as features for the Heavy Ranker (during rank...
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GitHub
large-cell-ratio-matching
MaxFuse parameter tuning for datasets with large protein:RNA cell ratios (>100:1)
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GitHub
adaptive-predator-prey
Use when tuning predator-prey dynamics, regime detection coefficients, or cooldown mechanisms
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GitHub
parameter-scaling
MaxFuse parameter tuning when protein panel size changes (26 → 59+ markers)
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GitHub
cross-modal-normalization
Scale alignment for RNA-protein cross-modal integration - BOTH modalities must be z-scored
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GitHub
pcb-review
🚧 STUB - Automated PCB schematic and layout review assistance
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GitHub
hydraulics
Hydraulic engineering domain knowledge for OpenSolve Pipe development. Use when implementing solvers, adding components, or reviewing hydraulic calculations.
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GitHub
explore-chimerax-commands
ChimeraX command exploration and MCP operation reference
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GitHub
reference-mmcif
Reference documentation for PDBx/mmCIF dictionary queries and category lookup
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GitHub
pii-detection
Comprehensive guide to detecting Personally Identifiable Information (PII) across systems, databases, and logs using regex patterns, NER models, and automated scanning tools.
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GitHub
differential-diagnosis
Framework for reasoning about competing hypotheses when analyzing correlated failures. Use when observing patterns across multiple entities and need to determine probable cause with quantified confidence scorin...
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GitHub
phoenix-capital-exit-investigator
Capital allocation and exit recycling investigator. Use when working on low-confidence modules like capital allocation and exit recycling.
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GitHub
cross-system-analyst
Analyzes relationships and connections between body systems, identifying root causes and hidden patterns in medical data.
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GitHub
html-builder
Transforms medical analysis reports into stunning, personalized, data-driven Health Realms using intelligent visualization.
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GitHub
data-structurer
Extracts structured, chart-ready JSON data from medical analysis for visualization, including diagnoses, timeline, prognosis, and supplement schedules.
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GitHub
medical-analysis
Agentic medical analyst that explores extracted documents iteratively like a real physician - forming hypotheses, seeking evidence, cross-referencing, and building comprehensive analysis through multiple explor...
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GitHub
synthesizer
Merges medical analysis and cross-system insights into a cohesive, prioritized, patient-facing narrative while preserving all rich content from the agentic analysis.
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GitHub
research-assessment
Use this skill when evaluating research projects, POCs, experiments, or prototypes for production readiness. Provides the "What Did We Prove?" framework, production readiness checklist, and gap analysis matrix...
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