plutonium-definition
Use BEFORE editing a resource definition — adding fields, inputs, displays, columns, search, filters, scopes, custom actions, or bulk actions.
Use BEFORE editing a resource definition — adding fields, inputs, displays, columns, search, filters, scopes, custom actions, or bulk actions.
Use BEFORE editing a Plutonium resource model, adding associations, has_cents, SGID, or routing helpers. For tenancy / associated_with / relation_scope, also load plutonium-entity-scoping.
PII removal for brain knowledge contributions
Designs and validates digital filters in MATLAB. Use when cleaning up noisy signals, removing interference, filtering signals, designing FIR/IIR filters (lowpass/highpass/bandpass/bandstop/notch), or comparing filters in Filter Analyzer.
Use when Lean 4 proofs involve UInt8/UInt16/UInt32/BitVec conversions, bv_decide, or bridging between numeric types and Nat.
Use when simp only fails unexpectedly in Lean 4, or when dealing with Bool vs Prop conditions, filter+lambda, let bindings in omega, linter false positives, or hypothesis normalization mismatches.
Patterns for designing and analyzing clinical trials, including survival analysis, endpoint selection, sample size calculation, interim analyses, and regulatory considerations. Covers FDA/EMA guidelines and modern adaptive designs. Use when ", " mentioned.
Core skill for the hiveminder agent. Provides scanning, analysis, and synthesis capabilities for architecture review and strategic planning. Research-fronted and evidence-oriented approaches for high-quality decision making.
Patterns for computer-aided drug discovery including virtual screening, molecular docking, ADMET prediction, lead optimization, and integration with AI/ML methods. Covers both structure-based and ligand-based approaches. Use when ", " mentioned.
Activate a Cognitive Digital Twin. Can simulate a custom subject (via core/ directory) OR load pre-installed celebrity/expert personas (from personas/ directory).
Overview of Plutonium resources - what they are and how the pieces fit together
Plutonium model features - has_cents, associations, scopes, and routing
Pharmaceutical machine-learning workflow guide for library profiling, molecular featurization, benchmark dataset fetch, medicinal-chemistry filtering, and optional pose-generation handoff. Use when the user asks for datamol, molfeat, PyTDC, medchem, compound-library triage, dataset preparation, or chemistry-ML baselines beyond simple descriptor calculation.
Computational chemistry workflow guide for DeepChem, PySCF, RDKit, assay-table normalization, PDBbind-style structure datasets, QSAR and structure benchmarks, DrugBank lookup, ligand-only and structure-aware affinity prediction, ADMET triage, bioactivity prediction, virtual screening, and docking follow-up.
Detects and intercepts prompt injection attempts in external content before the agent acts on them