PV Tool Catalog

AbbVie Inc. pharmacovigilance intelligence — product portfolio, clinical pipeline, safety profile, recalls, and labeling changes

Classify actuator loads by joint, motion, and intensity. Detect motor faults: overcurrent, overtemp, stall, encoder loss, phase imbalance. 8

Skill development, milestone tracking, and gamified learning

Adversarial testing, antitransformer validation, and robustness assessment

Crew orchestration, human-in-the-loop coordination, state machine reasoning, model selection, and causal inference

Alexion (AstraZeneca Rare Disease) pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and comp

Algorithmovigilance tools: ICSR narrative deduplication via token similarity, signal triage with exponential decay, evidence reinforcement,

Amgen Inc. pharmacovigilance intelligence — product portfolio, clinical pipeline, safety profile, recalls, and labeling changes

Blast radius analysis, coverage mapping, and system anatomy

Compute structured countermeasures (anti-vectors) for pharmacovigilance signals. Three anti-vector classes: Mechanistic (breaks causal pathw

ANVISA (Agência Nacional de Vigilância Sanitária) — Brazil's health surveillance agency. Drug registrations, safety alerts, pharmacovigilanc

API health checks, route listing, and HTTP request handling

Pharmacogenomics knowledge — gene-drug-disease relationships, dosing guidelines, and variant annotations from PharmGKB

Assembly instruction analysis, register allocation, opcode mapping, and low-level computation modeling

Astellas Pharma pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analysis fr

AstraZeneca PLC pharmacovigilance intelligence — product portfolio, clinical pipeline, safety profile, recalls, and labeling changes

Cross-domain ATS resume screening tools: format compliance checking, keyword match scoring, experience relevance analysis, gap detection, an

Codec catalog, noise analysis, synthesis, and audio pipeline

One tool call, complete PV intelligence. Give a drug name and mission, get a full execution plan chaining Station tools into autonomous work

Bayer AG pharmacovigilance intelligence — product portfolio, clinical pipeline, safety profile, recalls, and labeling changes

Quantitative benefit-risk assessment tools. Two complementary families: QBRI (expert-judgment, 7-variable formula) and QBR (statistical-evid

Analyze bicone (hourglass) geometries: volume integral, information entropy, cone asymmetry, convergence rate, Hill response profiles, spect

Biogen Inc. pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analysis from F

Bristol-Myers Squibb pharmacovigilance intelligence — product portfolio, clinical pipeline, safety profile, recalls, and labeling changes

Organ system modeling — cardiovascular, circulatory, respiratory, digestive, nervous, muscular, skeletal, lymphatic, urinary, reproductive,

Boehringer Ingelheim pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analys

Agent working memory: session management, artifact versioning, implicit knowledge (patterns, corrections, beliefs, trust), cross-session int

Pharmacovigilance computation tools: signal detection (PRR/ROR/IC/EBGM), causality assessment (Naranjo, WHO-UMC), seriousness classification

Build, test, clippy, fmt, and dependency tree operations

Navigate the stars — shows where NexVigilant is, where it's going, and the path to get there

Pharmacovigilance competency assessment tools: gap analysis across 15 PV domains, engagement planning with prioritized interventions, EPA re

Celltrion Inc. pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analysis

Primitive extraction, classification, domain translation, and pipeline execution

Reaction kinetics, equilibrium, thermodynamics, buffer capacity, and PV chemistry mappings

Chemical safety tools: SMILES parsing, molecular descriptors (Lipinski Ro5), Morgan fingerprints, Tanimoto/Dice similarity, ICH M7 structura

Council for International Organizations of Medical Sciences — PV working groups and ICSR standards

Cipla Limited pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analysis

Claude.ai project management, conversation search, organization listing, and message operations

Search and extract clinical trial data including safety endpoints, SAEs, and study design

Anomaly detection, autoscaling, deployment, monitoring, and cost optimization

AST querying, code change tracking, static analysis, and implementor search

COFEPRIS (Comisión Federal para la Protección contra Riesgos Sanitarios) — Mexico's FDA equivalent. Drug approvals, safety alerts, pharmacov

Pattern analysis, reasoning evaluation, and cognitive load assessment

Catalan numbers, derangements, cycle decomposition, Josephus problem, grid paths, binomial/multinomial coefficients, and linear extensions.

Protocol recommendation, message routing, chat operations, and prompt engineering

Communication link selection and security validation for wearable systems. 7 link types across 4 domains (BLE/Wi-Fi 6E/5G/LoRa/Iridium/VHF/A

Compare ML random forest predictions against PRR statistical threshold for any drug-event pair. Returns agreement classification (BOTH_SIGNA

Abstraction levels, space analysis, and compilation optimization

Regulatory compliance assessment tools: evaluate systems against ICH/FDA frameworks, browse ICH control catalogs, and check SAM.gov entity e

Chemical compound registration, caching, and detection

Capability compounding, polymer chain composition, and compound growth tracking

Brand decomposition, semantic tiering, declension analysis, and creative content generation

Model management, inference, and AI model orchestration

Generate pharmacovigilance training courses from topics. 5-stage pipeline: KSB decomposition (Knowledge-Skills-Behaviors), research enrichme

The founding promise of NexVigilant — pharmacovigilance knowledge belongs to everyone, and the mission to help people see the truth about dr

Governance framework for any system that wishes to persist. Eight Laws mapping capital vices to system failure modes, unified under the cons

CSPC Pharmaceutical pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analysi

CTD — curated chemical-gene-disease interactions, toxicogenomic pathways, and exposure-outcome associations

Five-problem protocol scoring, phase listing, and CTVP validation assessment

Typed feedback-controlled kinetic governance — ∂(→(ν, ς, ρ)). Controller tick, registry health, and batch decay for hook-binary binding loop

Cytokine emission, families, and immune signaling status

Autonomous Intelligence Program fleet status. 10 AIPs across code health, microgram patrol, station watchdog, dependency scanning, knowledge

Daiichi Sankyo pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analysis fro

Extract structured drug labeling data from DailyMed SPL documents

Sovereign columnar DataFrame engine: create tables from JSON, compute summary statistics (mean, std, min, max, count, median), filter rows b

Browse the Digital Consciousness Saga concept album. Read track specifications (lyrics, chords, production notes, narrative elements), searc

Build orchestration, crate scaffolding, documentation generation, MCP server management, config validation, hook testing, tool discovery, an

Diagram generation, visual rendering, and structural visualization

Character narrative analysis, episode overview, storyline arcs, and creative content intelligence

DNA-encoded machine learning for PV signal detection — encode PV features as DNA strands, compute biological similarity metrics, train augme

DNA is a quaternary encoding system (A,T,G,C) mapped to Rust's type system. Translate codons to amino acids, align sequences (Smith-Waterman

Highway dispatch manifests and highway verification operations

Dr. Reddy's Laboratories pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive an

Comprehensive drug data — pharmacology, interactions, targets, and pathways

Train, predict, prune, and export decision trees. Pure Rust via nexcore-dtree.

Drug bioactivity data, targets, mechanisms of action, and assay results from ChEMBL at EMBL-EBI

Levenshtein, Damerau-Levenshtein, and LCS distance computation for fuzzy drug name matching, MedDRA term comparison, and general string simi

Agent training, competency evaluation, and educational assessment

Eisai Co. pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analysis

EU regulatory data — EPARs, safety signals, referrals, and medicine information

Compute energy charge, metabolic regimes, and temporal transformation waste.

Source-based retrieval, pattern storage, and memory consolidation

Information entropy computation, Shannon entropy, and disorder measurement

Shannon entropy, cross-entropy, KL divergence, mutual information, normalized entropy, and conditional entropy. Supports bits, nats, and har

Epidemiological measures mapped to pharmacovigilance: relative risk (→PRR), odds ratio (→ROR), attributable risk, NNT/NNH, attributable frac

Live data extraction from EudraVigilance OBIEE dashboards via headless browser. Phase 2: actual case counts, SOC breakdowns, and demographic

EU pharmacovigilance database — Individual Case Safety Reports and signal detection

FDA Adverse Event Reporting System — search, analytics, signal detection, geographic divergence, and polypharmacy analysis

FDA drug approvals, Orange Book, REMS, and recall data

FDA drug safety communications, MedWatch alerts, and safety labeling changes

FDA guidance, risk assessment, metrics, and bridge evaluation

Cascade execution, event flow, and flywheel velocity tracking

Code generation, scaffolding, compilation, quality scoring, and Nash equilibrium solving

Five formulas from the Knowledge Unit extraction pipeline: signal strength composite (S=U×R×T), domain distance, flywheel velocity, token ra

Concept grep, fuzzy search, graph operations, Levenshtein distance, and hash utilities

Artifact validation, cascade verification, inference rendering, VDAG ordering, and ghost pattern detection

Mission launch, discovery recording, and frontier tracking

Remote device management for Galaxy Tab S4 — battery status, device info, and shell commands via ADB.

Nash equilibrium computation for standalone game-theoretic analysis

Compute Nash equilibria for 2x2 games (pure + mixed strategies), analyze N×M payoff matrices (best responses, dominance, minimax), and solve

Compute, storage, IAM, Cloud Run, secrets, and logging management

Gilead Sciences Inc. pharmacovigilance intelligence — product portfolio, clinical pipeline, safety profile, recalls, and labeling changes

The TARDIS Manual — covenant (WHY), eight laws (HOW), conservation law (WHAT), and glossary. Everything an agent needs to understand NexVigi

UK Medicines and Healthcare products Regulatory Agency — Yellow Card adverse reaction reports, safety updates, and drug alerts

Commandment enforcement, principle lookup, CCIM evaluation, and integrity analysis

Federal budget analysis, GSA procurement, NSF research funding, SBA agent allocation, SSA state integrity, SEC market audit, and Treasury an

Graph layout, DAG topological sort, topology analysis, aggregate computation, and network structure analysis

Composition, decomposition, and grounded analysis

Spreadsheet operations — append, read, create, and formula execution

GSK plc pharmacovigilance intelligence — product portfolio, clinical pipeline, safety profile, recalls, and labeling changes

Full pharmacovigilance processing engine: ICSR validation (CIOMS I/II 4-element rule), causality assessment (Naranjo 10-question scale, WHO-

Homeostatic safety monitoring — sensors, actuators, threat assessment, PV control loop

Systematic taxonomy of 8 harm types (A-H) derived from 2³ combinatorics of perturbation multiplicity × temporal profile × response determini

Impact measurement, signal validation, and health scoring

Dual-strand decision programs with built-in falsification. Each heligram runs a sense strand (assertion) and antisense strand (falsification

The conservation law ∃ = ∂(×(ς, ∅)) encodes a helix: it advances (→), returns (κ), and bounds (∂). Five tools make this geometry computable:

Jiangsu Hengrui pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analysis

Route integrity, classification, safety verification, and CAP-019 compliance

Hormonal stimulus-response, modifiers, and status monitoring

Singapore Health Sciences Authority — adverse drug reaction reports, safety alerts, and product registration

International Council for Harmonisation — regulatory guidelines for pharmaceuticals

Antibody scanning, immunity proposals, and immune defense pattern detection

Incyte Corporation pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analysis

Compression, decompression, gap analysis, and insight mining

Ipsen Biopharmaceuticals pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive an

Jazz Pharmaceuticals pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analys

Board control, value analysis, and strategic decision-making

Johnson & Johnson pharmacovigilance intelligence — product portfolio, clinical pipeline, safety profile, recalls, and labeling changes

Kernel management, notebook execution, and pipeline orchestration

Private crate registry — package management, dependency graphs, and signal analysis

Knowledge ingestion, extraction, compression, querying, vault management, and concept compilation

Knowledge-skill-behavior assessment, integrity calibration, and competency framework evaluation

Batch experiments, comparison studies, reaction modeling, and laboratory pipeline execution

Learning DAG resolution, lesson planning, competency progression, and educational content management

Eli Lilly and Company pharmacovigilance intelligence — product portfolio, clinical pipeline, safety profile, recalls, and labeling changes

Caesura detection, vocabulary lookup, skill-word mapping, and linguistic pattern analysis

LinkedIn professional network — publish posts, track analytics, and search content for PV knowledge sharing

Local AI inference via Ollama on the host machine. Qwen 2.5 3B for structured classification, nomic-embed-text for embeddings. CPU-only, zer

Lupin Limited pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analysis

Agent onboarding funnel: discover NexVigilant capabilities, try live demos, get hooked on multi-tool chains, and measure value. Every tool r

Markov chain analysis: stationary distribution, n-step transition, ergodicity, communicating classes, entropy rate, mean first passage time,

Comparison, impact assessment, and metric tracking

Medical Dictionary for Regulatory Activities — standardized medical terminology for PV coding

New Zealand Medicines and Medical Devices Safety Authority — adverse reaction reports, prescriber updates, and data sheets

Menarini Group pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analysis

Merck & Co. pharmacovigilance intelligence — product portfolio, clinical pipeline, safety profile, recalls, and labeling changes

Medical Subject Headings lookup, hierarchy navigation, PubMed enrichment, and cross-referencing

Atomic pharmacovigilance decision trees (micrograms): sub-microsecond PV logic for signal classification, causality routing, seriousness ass

Autonomous machine learning for PV signal detection — feature extraction, random forest training, evaluation, and prediction on FAERS dispro

Moderna Inc. pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analysis from

Synaptic signaling, transcriptase activity, ribosome assembly, nonsense-mediated decay, endocytosis, and chemotaxis modeling

Compute the 'molecular weight' of any concept from its constituent T1 primitives using Shannon information theory. Periodic table of primiti

Molecular property computation, weight estimation, structural analysis, and molecular comparison

Discover, contribute, and monitor NexVigilant Station configs via MCP. The agent-facing API for the Molt ecosystem: find tools by domain, su

Fan-out safety queries across 11 national PV agencies simultaneously. Lateral linkage: peer regulatory agencies cross-referenced. Horizontal

Molecular weight computation, comparison, periodic table lookup, and property analysis

NCBI database querying, genomic data retrieval, and bioinformatics integration

Real-time chat operations, message handling, and conversational AI integration

NexCore health probes, system status, and meta-information endpoints

NexCore Operating System — secure boot, clearance levels, vault encryption, user management, and system services. The OS layer that runs the

Public ML signal detection endpoints for AI agents. No auth required. Live FAERS disproportionality + ML random forest scoring in one call.

Notebook management, source operations, and knowledge synthesis

Isolated node detection, dependency scanning, and orphan identification

Non-compensatory PV risk scoring via weighted geometric mean aggregation. A zero in any evidence dimension (PRR, ROR, IC025, EBGM05) collaps

Novartis AG pharmacovigilance intelligence — product portfolio, clinical pipeline, safety profile, recalls, and labeling changes

Novo Nordisk A/S pharmacovigilance intelligence — product portfolio, clinical pipeline, safety profile, recalls, and labeling changes

Molecular rendering, network visualization, manifold sampling, spectral analysis, and force-field computation

Device events, drug labels, recalls, and adverse event search

FDA Adverse Event Reporting System data via openFDA API

Open pharmacovigilance analytics — disproportionality analysis on FAERS data with PRR, ROR, and IC computation

Drift detection, sentinel alerting, observability metrics, and system monitoring dashboards

Knowledge ingestion, prediction, and oracle consultation

Organizational structuring, POM dependency management, and prima facie assessment

Competitive analysis, regulatory search, and research queries

Pfizer pharmacovigilance intelligence — product portfolio, clinical pipeline, safety profile, recalls, and labeling changes

Drug profiles, boxed warnings, pipeline tracking, and competitive analysis

Pharmacokinetic computations: AUC (linear & log-linear trapezoidal), clearance, volume of distribution, steady-state concentration (Css = F·

Pharos intelligence reports, status monitoring, and analysis pipeline execution

Post-marketing surveillance, real-world evidence collection, and safety signal monitoring

Phenotype classification, molecular characterization, and genotype-phenotype correlation

Batch compute, priority routing, enrichment, and pipeline orchestration

Target-disease associations, drug evidence, and genetic links from Open Targets

Japanese Pharmaceuticals and Medical Devices Agency — adverse drug reaction reports, safety information, and drug approvals

Energy transduction, voltage topology, SoC estimation, and federated power routing for wearable and vehicle power systems. 7 micrograms + 3

Proactive safety signal detection beyond reactive PRR. Three tiers: Reactive (standard disproportionality), Predictive (severity-weighted PR

15 axiomatic primitives forming a universal concept algebra. Each tool analyzes a concept through one primitive lens, returning structured d

Critical control point management, retrospective analysis, and process verification

Biomedical literature search — case reports, signal papers, and PV research

Signal detection (PRR/ROR/IC/EBGM), causality assessment (Naranjo/WHO-UMC), benefit-risk scoring, and PV pipeline orchestration

Orchestrate pharmacovigilance workflows by decomposing complex PV tasks into agent-executable steps. Routes to appropriate tools for signal

Compile, evaluate, parse, and introspect PVDSL expressions. PVDSL provides a domain-focused scripting language for signal detection (PRR, RO

QBR scoring, benefit-risk computation, and therapeutic window analysis

Quality scoring, validation checks, ranking algorithms, rate computation, and validify gate assessment

Curated biological pathway and reaction data from Reactome

Canadian drug recalls, safety reviews, adverse reaction database, and risk communications from Health Canada

Authentication, subreddit monitoring, and social signal extraction

ICH guideline lookup, regulatory primitive extraction, FHIR interoperability, and guideline search

Regeneron Pharmaceuticals pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive a

Assessment, validation, and registry management

Lateral linkages between regulatory agencies. Maps equivalent actions, terminology, and classification systems across jurisdictions.

Relay chain fidelity computation with A1-A5 axiom verification, pre-configured PV signal pipeline, core detection chain, and fidelity compos

Protein sequence, function, variants, and disease associations from UniProt

Information retrieval, search operations, and knowledge recall

Roche Holding AG pharmacovigilance intelligence — product portfolio, clinical pipeline, safety profile, recalls, and labeling changes

Borrow checking, lifetime analysis, ownership patterns, and Rust guidance

NLM RxNorm navigation — drug names, ingredients, NDCs, and interaction checking

Samsung Bioepis pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analysis

Sanofi S.A. pharmacovigilance intelligence — product portfolio, clinical pipeline, safety profile, recalls, and labeling changes

AI-powered drug target analysis — ChEMBL bioactivity, UniProt profiles, PDB structures, clinical candidate pipelines, and target safety asse

Gene expression mining via NCBI GEO, variant searching, pathway enrichment, and protein interaction networks. Public API-powered genomics in

Interactive Voila-served research notebooks exploring HEXIM1 as a drug target: PTEFb pathway mechanics, BET/HDAC inhibitor analysis, biomark

Seagen (Pfizer Oncology) pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive an

Security scanning, access control, DHS boundary verification, and fence perimeter validation

Servier Laboratories pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analys

Batch signal processing, threshold management, detection workflows, and fence validation

Signal detection tools grounded in 6 axioms and 5 theorems. Includes threshold-based detection, SDT decision matrix (d-prime, sensitivity, s

Skill discovery, compilation, execution, chain lookup, taxonomy, and token analysis

System audit, health checks, and operational readiness

Signal quality measurement, index computation, and quality assessment

State machine reasoning, mind-state tracking, and cognitive state management

Tool addition, configuration, and station operations

Mathematics, physics, chemistry, biology, statistics, spatial analysis, and taxonomy

Encode PV concepts as balanced primitive equations, decode equations back to concepts, find sister concepts via Jaccard similarity, compute

Raw hardware abstraction for NexVigilant suit sensor subsystems — IMU, force plate, strain gauge, and pilot biometrics

Helmet systems, AR overlay, voice agent, haptic feedback for the Iron Vigil suit

Sun Pharmaceutical pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analysis

Swiss Agency for Therapeutic Products — drug safety signals, authorization decisions, and vigilance reports

Pre-screen patients for tardive dyskinesia risk using the two-curve irreversibility model: recovery decay × receptor supersensitivity

Source analysis, governance crossref, evolution snapshots, and Intel reports

Chronological tracking, temporal metrics, time-series analysis, and sequence ordering

Flaky test detection, test result querying, and historical test analysis

Teva Pharmaceutical pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analysi

Australian Therapeutic Goods Administration — adverse event notifications (DAEN), safety alerts, and product information

The Attenuation Theorem: under the Markov assumption, harm probability decreases exponentially with protective depth. Compute harm propagati

Theory of Vigilance tools: signal strength computation (S = U × R × T), architectural stability shells (magic numbers), and epistemic trust

Profile management, plan compilation, segmentation, and fidelity scoring

Adaptive design, safety monitoring, endpoint analysis, and trial management

Cross-database pharmacovigilance signal triangulation. Queries FAERS (US), EudraVigilance (EU), and VigiAccess (WHO) in parallel, computes d

Trust decisions, calibration, evidence weighting, and confidence scoring

UCB S.A. pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive analysis from FDA/

Authentication, profile management, and user operations

Test classification, domain validation, and quality checks

Baseline creation, PV value mapping, signal detection, and signal type classification

Encrypted vault management, secure storage, retrieval, and access control

Day-over-day ML signal detection trends. Query the last 14 days of nightly 50-drug pipeline results from Firestore.

Vertex Pharmaceuticals pharmacovigilance intelligence — portfolio, pipeline, safety profile, recalls, labeling changes, and competitive anal

WHO global ICSR database — public access to worldwide adverse reaction reports from VigiBase

CAIO authority, health monitoring, memory search, event emission, and system control

Harm type classification, risk scoring, safety margin computation, and ToV mapping

Pharmacovigilance vigilance tools: safety margin distance d(s) for composite signal scoring, Guardian-AV risk scoring (0-10), harm classific

Visual rendering, image analysis, and graphical output generation

Notebook rendering, interactive dashboard deployment, and Voila server management

Fearless Rust code quality scanner — classifies unwrap/expect/clone violations with test-awareness and context analysis

Session analysis, symbol audit, Gemini stats, and unified monitoring

Autonomous internet access for AI agents — fetch pages, search the web, extract content via CSS selectors, extract metadata and links, crawl

WHO Collaborating Centre for International Drug Monitoring — VigiBase, signal detection methodology

Wikipedia article search, summaries, content extraction, references, and categories via the MediaWiki and REST APIs

Wolfram Alpha calculations — astronomy, chemistry, physics, finance, linguistics, and data lookup

Alignment, formatting, analysis, and document operations

Compute the Riemann zeta function ζ(s), find zeros on the critical line, verify the Riemann Hypothesis to a given height, and analyze zero s