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Lab Tools

Laboratory management and utilties.

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lab-tools
12

coding-laboratory-services

Assigns laboratory CPT codes with panel construction and specimen-specific modifiers. Use when coding lab tests, building lab panels, or applying laboratory modifiers.

CaseMark
CaseMark
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open
lab-tools
12

abstracting-clinical-documentation

Extracts codeable diagnoses and procedures from clinical notes with specificity capture. Use when abstracting medical records, identifying codeable conditions, or capturing documentation specificity.

CaseMark
CaseMark
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open
lab-tools
12

labeling-compliance-review

Conducts FDA labeling compliance reviews for drugs, foods, dietary supplements, and medical devices. Analyzes principal display panels and information panels against FDCA, 21 CFR, and FDA guidance to identify misbranding risks, claims violations, and mandatory disclosure gaps. Use when reviewing product labels, auditing FDA compliance, assessing labeling risk, or preparing for FDA submission.

CaseMark
CaseMark
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open
lab-tools
12

managing-debt-covenant-compliance

Tracks financial covenant compliance with calculation methodology and certification requirements. Use when monitoring covenants, calculating compliance metrics, or preparing compliance certificates.

CaseMark
CaseMark
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open
lab-tools
12

managing-compliance-testing

Designs and executes compliance testing programs with sampling methodology and findings documentation. Use when conducting compliance testing, designing test procedures, or documenting testing results.

CaseMark
CaseMark
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open
lab-tools
12

managing-code-of-ethics-compliance

Monitors personal trading, outside activities, and gift/entertainment compliance with documentation. Use when reviewing personal trading, monitoring outside activities, or managing ethics compliance.

CaseMark
CaseMark
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open
lab-tools
12

managing-broker-dealer-compliance

Structures BD compliance monitoring with supervision, registration, and reporting requirements. Use when managing BD compliance, reviewing supervisory procedures, or monitoring registration requirements.

CaseMark
CaseMark
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open
lab-tools
12

conducting-structured-finance-surveillance

Monitors structured product performance with collateral deterioration triggers, coverage test tracking, and credit migration analysis. Use when conducting ABS surveillance, monitoring CLO performance, or tracking structured product credit.

CaseMark
CaseMark
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open
lab-tools
12

conducting-backtest-validation

Structures backtesting methodology with out-of-sample testing, cross-validation, and overfitting detection techniques. Use when validating backtests, detecting overfitting, or ensuring backtest robustness.

CaseMark
CaseMark
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open
lab-tools
12

tracking-treatment-response

Monitors treatment response using imaging criteria, biomarkers, and clinical assessment with documentation. Use when assessing treatment response, documenting disease status, or tracking progression.

CaseMark
CaseMark
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open
lab-tools
12

managing-chronic-kidney-disease

Tracks CKD staging with eGFR trends, nephrology referral criteria, and medication adjustments. Use when managing CKD, monitoring renal function, or adjusting renally-dosed medications.

CaseMark
CaseMark
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open
lab-tools
12

music-research

AI-powered music research with 92+ tools across 17 sources — MusicBrainz, Bandcamp, Discogs, Genius, Last.fm, Wikipedia, and more. Influence tracing, track verification, playlist building, and publishing.

tmoody1973
tmoody1973
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lab-tools
12

cycle

Post-session documentation chain — propagate changes through lab-notebook, journal, architecture, MEMORY, snapshot, and commit.

safety-quotient-lab
safety-quotient-lab
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lab-tools
12

sample-archaeology

Trace sample chains across records — identify original sources, who sampled whom, and production lineage

tmoody1973
tmoody1973
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open
lab-tools
12

datarobot-model-monitoring

Tools and guidance for monitoring model performance, tracking data drift, managing model health, and detecting prediction anomalies.

datarobot-oss
datarobot-oss
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open
lab-tools
12

device-assistant

Personal device and appliance manager with error code lookup and troubleshooting. Tracks all your devices (appliances, electronics, software) with model numbers, manuals, and warranty info. When something breaks, tell it the error code and get instant solutions. Use when: device shows error, need manual, warranty check, adding new device, maintenance reminder. Triggers: /device, /geräte, 'mein Geschirrspüler', 'Fehler E24', 'Fehlermeldung', device problems, appliance issues.

Supraforge
Supraforge
research
open
lab-tools
12

audible

Browse and manage Audible audiobook library, discover new titles, and track listening progress

Supraforge
Supraforge
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open
lab-tools
12

agent-evaluation

Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks Use when: agent testing, agent evaluation, benchmark agents, agent reliability, test agent.

Supraforge
Supraforge
research
open
lab-tools
12

mlflow

Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow - framework-agnostic ML lifecycle platform

Supraforge
Supraforge
research
open
lab-tools
12

conductor-validator

Validates Conductor project artifacts for completeness, consistency, and correctness. Use after setup, when diagnosing issues, or before implementation to verify project context.

Supraforge
Supraforge
research
open
lab-tools
12

msa

Conduct Gage R&R studies and validate measurement systems per AIAG MSA manual. Covers variable and attribute studies, acceptance criteria, and calculation methods. USE WHEN user says 'MSA', 'gage R&R', 'GR&R', 'measurement system', 'repeatability', 'reproducibility', 'attribute agreement', or 'ndc'. Integrates with ControlPlan, SPC, and AutomotiveManufacturing skills.

Supraforge
Supraforge
research
open
lab-tools
12

hand-gesture-recognition

Computer vision expert specializing in real-time hand tracking and gesture interface designUse when "hand tracking, gesture recognition, mediapipe, hand gestures, touchless interface, sign language, hand pose, finger tracking, mediapipe, hand-tracking, gesture-recognition, computer-vision, hci, touchless, ml" mentioned.

Supraforge
Supraforge
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open
lab-tools
12

quest-diagnostics

Access lab results with Quest Diagnostics - view test results, schedule appointments, and manage MyQuest portal

Supraforge
Supraforge
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open
lab-tools
12

snapmaker

Monitor and control Snapmaker 3D printers (U1 with Moonraker/Klipper). Use when checking print status, temperatures, progress, or controlling prints (pause/resume/cancel). Triggers on "printer", "3D print", "Snapmaker", "print status", "nozzle temp", "bed temp".

Supraforge
Supraforge
research
open
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