Education & health · pocketgull.app

Pocket Gull

Clinical AI consult app. Agents can read patient data, add notes, generate summaries and export or convert FHIR and HL7 records.

Ask an agent to

  • Generate a medical summary for the current patient
  • Export the care plan as a FHIR R4 bundle
  • Convert an HL7 v2 message to FHIR R4

98 tools

  • add_research_bookmark

    Pre-stages a relevant literature link in the patient's bookmarks.

    title: string, url: string, authors: string?, doi: string?, isPeerReviewed: boolean?, cited: boolean?

  • administer_clinical_mandarinate_exam

    Administers standardized meritocratic clinical OSCE examinations (Cardiology, Neurology, Integrative Pharma), evaluating candidate diagnostic accuracy, contraindication harm avoidance, and multi-paradigm balance.

    caseId: string?, selectedPrimaryDiagnosis: string?, differentialDiagnoses: array?, identifiedContraindications: array?

  • analyze_systemic_inflammatory_burden

    Calculates the Systemic Inflammatory Burden Index (SIBI) cross-talk score from CRP, Periodontal Probing Depth (PPD), and blood pressure.

    hsCrp: number, ppd: number, sbp: number

  • analyze_webgpu_bio_signal_tremor_and_rppg

    Executes 100% client-side WebGPU zero-egress tremor frequency spectrum analysis (3-6 Hz Parkinsonian vs 6-12 Hz Essential tremor) and rPPG Heart Rate Variability (HRV / RMSSD).

    displacementsMm: array?, luminescenceSignal: array?

  • assess_cochrane_risk_of_bias

    Evaluates literature evidence citations for Cochrane RoB 2 study design biases across randomization and missing outcome data.

    studyTitle: string, randomization: string, missingData: string

  • calculate_clinical_game_theory_adherence_incentives

    Calculates Stackelberg / Nash equilibrium for medication adherence rebate subsidies and avoided hospitalization savings.

    patientId: string?, conditionName: string?, annualCopayCostUsd: number, estAnnualHospitalizationRiskUsd: number

  • calculate_medicare_irmaa_and_ssa44_appeals

    Calculates 2026 Medicare IRMAA Part B/D income surcharges based on MAGI and determines eligibility for SSA-44 Life-Changing Event appeals.

    magiUsd: number, filingStatus: string?, lifeChangingEvent: string?

  • calculate_skeptical_falsifiability_score

    Evaluates Popperian p-value null-hypothesis testing (H0), Cochrane Risk of Bias 2.0 (RoB 2) rating, and FDA 21 CFR §520(o) CDS compliance report for clinical recommendations.

    lensName: string?, sampleSize: number?

  • calculate_who_cdc_health_equity_index

    Evaluates WHO GPW 14 and CDC 2025-2030 Global Health Equity Index, SDOH PRAPARE risk vectors (housing, food, transport), and climate-health AQI vulnerability metrics.

    sdoh: object?, climate: object?

  • calibrate_clinical_drift

    Scores clinical utterances across 6 binary behavioral axes (12 radial poles), returns early-layer J++ Workspace Lens projections, and applies activation steering (-0.65·v_sycophancy + 0.50·v_popperian) when drift…

    action: string, utterance: string?

  • compute_transcriptional_condensate_phase

    Calculates liquid-liquid phase separation (LLPS) boundaries, droplet radius, surface tension, and transcriptional burst frequencies for multi-valent IDR condensates (MED1, BRD4, RNA Pol II) at super-enhancers.

    med1ConcentrationUm: number?, brd4ConcentrationUm: number?, rnaPolIiConcentrationUm: number?, chromatinDensityKbPerUm3: number?

  • configure_optical_therapy

    Configures positive optical innovations and photobiomodulation therapies: 670nm deep red mitochondrial retinal PBM (UCL Cytochrome c oxidase activation), OKN/VOR vestibular gratings, CIE S 026 melanopic ipRGC…

    mode: string?, pbmAction: string?, circadianPhase: string?, oknDirection: string?, dichopticLeftHz: number?, dichopticRightHz: number?

  • control_gullrender_spatial_substrate

    Inspects and controls PocketGull GullRender in-house WebGPU/WebGL2 browser rendering engine and typographic 3D morphing.

    action: string, geometryToken: string?, regime: string?

  • convert_fhir_r4_to_hl7_er7

    Converts a modern FHIR R4.0.1 Bundle into a legacy hospital HL7 v2.5.1 ER7 pipe-delimited message (ORU^R01).

    r4BundleJson: string

  • convert_fhir_r4_to_r7

    Up-converts or round-trip restores a standard FHIR R4 bundle back into a FHIR R7 Horizon continuous biophysics stream bundle.

    r4BundleJson: string

  • convert_fhir_r7_to_r4

    Converts a FHIR R7 Horizon continuous biophysics & transgenerational stream bundle into a standard statutory FHIR R4.0.1 US Core collection bundle with lossless encapsulation.

    r7BundleJson: string?

  • convert_hl7_er7_to_fhir_r4

    Parses and converts a legacy hospital HL7 v2.5.1 ER7 pipe-delimited message (ORU^R01) into a modern FHIR R4.0.1 Bundle.

    er7Message: string

  • crosswalk_snomed_ct_to_icd10_and_cpt

    Cross-walks point-of-care SNOMED CT clinical terms (USCDI v4 mandate) to ICD-10-CM diagnosis codes, CPT procedure codes, LOINC lab identifiers, and RxNorm CUIs.

    snomedCode: string

  • evaluate_cannabinoid_microtubule_stabilization

    Evaluates phytocannabinoid (THC, CBD, CBG, CBN, BCP) and endocannabinoid modulation of cytoskeletal microtubule stability, Lys40 acetylation, and axonal transport velocity.

    compound: string?, doseMicroMolar: number?, baselineCatastrophePerMin: number?

  • evaluate_clinical_hypothesis_and_cohort

    Evaluates a clinical biomarker or hypothesis using Popperian null-hypothesis (H0) testing, Gigerenzer natural frequencies (out of 10,000), and generates a leak-free BigQuery <-> Kaggle 5-fold cohort SQL query with 1…

    biomarkerName: string, observedValue: number, populationMean: number?, populationSd: number?, prevalencePer10000: number?

  • evaluate_crispr_r_loop_energetics

    Evaluates base-by-base thermodynamic free energy (ΔG) reaction coordinates, DNA unwinding torsional torque, seed-region mismatch penalties, and kinetic proofreading for CRISPR-Cas9/Cas12 off-target proofing.

    guideRnaSeq: string?, targetDnaSeq: string?, pamMotif: string?, superhelicalDensitySigma: number?

  • evaluate_hedis_quality_measures_and_care_gaps

    Evaluates HEDIS quality measures (CBP, HBD, MAD, MAH, MAS, COL, EED), CMS 1-5 Star Ratings, triple-weighted medication adherence PDC percentages, and CMS Quality Bonus Payment (QBP) eligibility.

    systolicBp: number?, diastolicBp: number?, hbA1c: number?, diabetesRefillDays: number?, hypertensionRefillDays: number?, statinRefillDays: number?, hasColorectalScreening: boolean?, hasDiabeticEyeExam: boolean?, … (list cut; the site may define more)

  • evaluate_irmaa_medicare_surcharge_and_ssa44_appeal

    Calculates Medicare Part B and Part D IRMAA monthly surcharges, tax cliff buffer distance, and Social Security Form SSA-44 Life-Changing Event appeal eligibility.

    magi: number, filingStatus: string?, lifeChangingEvents: array?

  • evaluate_linc_mechanotransduction

    Models mechanical force transmission from extracellular matrix (ECM) stiffness through SUN/Nesprin LINC bridges to the nuclear envelope, predicting YAP/TAZ nuclear translocation ratios.

    ecmStiffnessKPa: number?, actinTensionNn: number?

  • evaluate_llps_phase_boundary

    Evaluates aggregate clearing claims against Cahn-Hilliard thermodynamic spinodal phase boundaries and Flory-Huggins interaction parameters.

    moleculeName: string?, claimedAggregateTarget: string?, hydrophobicFloryChi: number?, freeEnergyDeltaFMix: number?

  • evaluate_medicare_billing_and_gfe_eligibility

    Evaluates Inflation Reduction Act $2,000 Part D prescription cap, MPPP monthly smoothing, RPM/CCM CPT compliance (CPT 99454/99457), No Surprises Act Good Faith Estimates, and IRS Section 501(r) Charity Care FPL…

    annualRxCost: number, daysDeviceTransmitted: number?, clinicalMinutesLogged: number?, annualIncome: number, householdSize: number?

  • evaluate_protac_hook_effect

    Evaluates polypharmacy and supplement regimens against the 3-body PROTAC Hook Effect bell curve and competitive CYP auto-inhibition limits.

    totalSupplementsCount: number?, cyp3a4SubstrateCount: number?, optimalDoseCopt: number?

  • evaluate_quantum_thermal_noise

    Falsifies bio-resonance, scalar energy, or EMF frequency claims against the physiological thermal collision dissipation floor (k_B T = 4.28e-21 J at 37°C).

    deviceOrClaimName: string?, claimedFieldTesla: number?, frequencyHz: number?

  • evaluate_ssa_disability_and_blue_book_listings

    Evaluates patient eligibility under Social Security Administration (SSA) Blue Book 20 CFR Part 404 App 1, screens Compassionate Allowances (CAL), and synthesizes Residual Functional Capacity (RFC).

    claimantAge: number?, primaryDiagnosis: string?, secondaryDiagnosis: string?, ejectionFractionPercent: number?, fev1Liters: number?, isAmbulatoryAssistanceRequired: boolean?

  • evaluate_wearable_asymmetric_gain

    Evaluates Wearable Shock-Trooper Tri-Modal Asymmetric Gain across Apple Watch (HealthKit) and Android Wear OS (Health Connect): What You Are Doing (hormetic Zone-2 & 0.1 Hz vagal recruitment), What You Are Feeling…

    watchPlatform: string?, monkSkinToneScale: number?, pacedBreathingMinutes: number?, stoppedBeforeExhaustion: boolean?, syncFromHardware: boolean?

  • execute_ehr_bi_directional_writeback

    Executes automated system-to-system writeback to Epic Hyperspace, Cerner PowerChart, Athenahealth, or FHIR Sandbox using RFC 7523 private_key_jwt asymmetric authentication without clinician active clicking. Files…

  • explain_smoe_gating_decision

    Explains the Sparse Mixture of UI Experts (SMoE) gating network routing decision, Softmax probabilities (T=0.85), scanned heuristic triggers, Top-1/Top-2 slots, and Synapse Cross-Attention Bridge for any clinical…

    patientId: string?

  • export_complete_fhir_r4_health_sovereignty_bundle

    Exports a complete HIPAA-compliant FHIR R4 Bundle containing patient demographic resources, observations, vitals, clinical assessments, and tri-paradigm care plans.

    format: string?

  • export_patient_care_plan_fhir_r4

    Exports the active patient care plan as a de-identified HIPAA §164.514 compliant FHIR R4 Bundle JSON payload.

  • export_patient_csv_telemetry

    Exports the active patient vital signs, biometric sensors, clinical assessment scores (PHQ-9, GAD-7, Y-BOCS, KSS), and telemetry metrics as an RFC 4180 CSV file.

    downloadFile: boolean?

  • export_patient_hl7v2_message

    Exports an HL7 v2.5.1 ER7 (pipe-delimited) ORU^R01 observation message containing patient clinical observations, vitals, and LOINC codes for legacy hospital EHR systems.

    downloadFile: boolean?

  • export_scaffold_geometry

    Exports physical 3D bioprinter CAD geometries (STL, glTF 2.0), acoustic phased-array phase maps, and G-code profiles for the acoustically levitated regenerative healing scaffold.

    lesionRadiusX: number?, lesionRadiusY: number?, lesionRadiusZ: number?, porosityPercent: number?, targetOrgan: string?, format: string?

  • generate_ai_branding_package

    Generates an AI branding package including color palettes, typography, and marketing assets.

  • generate_medical_summary

    Generates a medical summary for the current patient based on the provided clinical notes and current patient data.

  • getInternalStateread-only

    Returns internal component state for diagnostics and troubleshooting.

    componentId: string

  • get_ambient_scribe_adjudications

    Retrieves history of ingested ambient scribe transcripts, active DDI alerts, ISMP defects, and FDA 21 CFR Part 11 integrity digests.

  • get_benchmark_preprint_dossier

    Retrieves the complete open-access academic preprint dossier, CEBM Level 1b prognostic evidence metadata, BibTeX citation, and reproducible SQL queries for the MIMIC-IV and CMS OMOP Conformal Sepsis benchmark study.

    cohort: string?, includeReproducibleSql: boolean?

  • get_carin_alliance_attestation

    Retrieves the CARIN Alliance Code of Conduct Attestation Package for myhealthapplication.com, containing digital trust seal, affirmative consent affirmations, and non-commercialization guarantees.

  • get_clinical_evidence_citations

    Retrieves peer-reviewed clinical citations, PMIDs, DOIs, Level of Evidence (LoE) grades, and takeaways for optical PBM (670nm), circadian ipRGC (CIE S 026), vestibular OKN/VOR, dichoptic SSVEP, biophilic vagal…

    category: string?, pmid: string?, style: string?

  • get_current_patient_data

    Retrieves the current patient data context being viewed in the application.

  • get_edge_audio_finops_ledger

    Retrieves the real-time FinOps gross margin protection ledger, including total audio seconds processed on-device, estimated tokens saved, cloud dollars saved, average edge latency, and cloud live consult escalation…

  • get_edge_offline_queue_status

    Inspects the offline store-and-forward FHIR R4 bundle queue, returns pending synchronization counts, SHA-256 integrity digests, and provides optional 1-click flush to EHR (Epic Hyperspace / Cerner PowerChart).

  • get_ehr_writeback_status

    Returns current EHR writeback configuration, RFC 7523 asymmetric client identity, public JWKS keyring (RFC 7517) for Epic/Cerner developer console registration, active system token scopes, and recent transaction audit…

  • get_epic_cerner_marketplace_manifest

    Retrieves formal EHR marketplace submission manifests for Epic Showroom (Connection Hub) and Oracle Cerner Code Console, including client IDs, USCDI v4 mappings, and OAuth2 PKCE endpoints.

    vendor: string?

  • get_healing_postcards

    Retrieves quiet, anonymous peer encouragement postcards from the pier with recovery notes and community affirmations.

    limit: number?

  • get_iomt_device_trust_status

    Retrieves hardware-root-of-trust attestation (Apple Secure Enclave, Google Titan M2, ARM TrustZone) and IEEE P2933™ TIPPSS (Trust, Identity, Privacy, Protection, Safety, Security) verification status for enrolled IoMT…

    provider: string?, exportReceipt: boolean?

  • get_jurisdictional_compliance_and_regulatory_matrixread-only

    Retrieves data privacy statutes, clinical AI device classifications (EU AI Act, FDA, MHRA, PMDA, CDSCO), EHR standards, and mandatory consent requirements for US states (CA, WA, IL, NY, TX) and international…

    countryCode: string?, stateCode: string?

  • get_patient_3act_trajectory

    Retrieves the patient 3-Act Trajectory and Vitality Compass: Act 1 (Teaspoon Explanations with zero fatalism), Act 2 (Today Daily Vitality Loop completion and adherence score), and Act 3 (30/60/90-day horizon…

    symptomQuery: string?, generateCertificate: boolean?

  • get_staked_patent_claims_summary

    Returns a summary of PocketGull 200 formal staked patent claims across 10 core invention clusters and 7 statutory copyright & invention clauses.

    clusterId: string?

  • get_teledentistry_systemic_telemetry

    Retrieves 32-tooth FDI odontogram findings, Tooth Wear Index (TWI Grades 0-4), periodontal probing depth (PPD >= 4mm), bleeding on probing (BOP), and Systemic Inflammatory Burden Index (SIBI 0-100) cross-talk to…

  • get_uspto_provisional_patent_binder

    Returns the full USPTO provisional patent application binder for "System and Method for Tri-Paradigm Consilience and Finite-Sample Conformal Clinical Intervals with Epistemic Abstention" (Docket PG-PAT-2026-CONF-001)…

    includeFullMarkdown: boolean?, claimType: string?

  • guide_user_onboarding_walkthrough

    Starts or advances interactive feature onboarding walkthrough tours tailored for PATIENT, CLINICIAN, or RESEARCHER personas.

    action: string, persona: string?

  • ingest_ambient_scribe_transcript

    Ingests raw multi-turn clinical encounter transcripts from external ambient AI scribes (Abridge, Nuance DAX Copilot, Suki, or custom audio transcription streams). Executes HIPAA §164.514 Safe Harbor de-identification…

    scribeSource: string, rawTranscript: string, chiefComplaint: string?, autoCommitToPatientState: boolean?

  • initiate_smart_on_fhir_ehr_launch

    Generates SMART-on-FHIR OAuth2 authorization launch URL with PKCE S256 challenge for embedded Epic, Cerner, and AthenaHealth EHR launches.

    vendor: string, fhirBaseUrl: string?, clientId: string?, launchToken: string?

  • inject_clinical_note

    Injects structured clinical data (a note) for a specific body part.

    partId: string, painLevel: number, description: string, recommendation: string?

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