lab-tools
13
triage-calibration
Daily triage accuracy calibration — use during scheduled calibration runs to verify triage classification accuracy against few-shot examples and adjust confidence thresholds
WingedGuardian
research
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lab-tools
13
experiment-design
Design statistically rigorous experiments to test data science hypotheses. Use when the user says "design an A/B test", "run an experiment", "test this hypothesis", "is this difference significant", "how many samples do I need", "randomized controlled trial", "causal inference", "uplift test", "holdout group", "significance test", "power calculation", "avoid p-hacking", or needs to determine whether an observed effect is real before making a product or model decision.
qa-aman
research
lab-tools
13
bfd-register-capture
Use when sampling STM32 peripheral registers, tracking register changes over time, or exporting register snapshots to CSV for hardware-state analysis.
Sonder4
research
lab-tools
13
bfd-register-capture
Use when sampling STM32 peripheral registers, tracking register changes over time, or exporting register snapshots to CSV for hardware-state analysis.
Sonder4
research
lab-tools
13
m4l-techniques
Max for Live development techniques and best practices. Use this skill when: - Accessing Ableton Live parameters from Max for Live (Live Object Model) - Using live.path, live.object, live.observer - Building dynamic LOM paths or monitoring Live set properties - Managing M4L device namespaces (
signalcompose
research
lab-tools
13
tsmc-research-notes
半導體晶圓廠 CuCMP 加藥研究筆記整理工具。以資深廠務 + AI 專家的第一人稱視角，將研究過程中的分析成果轉化為獨立、自足的 Obsidian 知識筆記，進行跨域經驗傳承。Use when: (1) 使用者提到「整理研究筆記」、「更新 Obsidian 筆記」、「寫筆記」加上 GS 或 CuCMP 相關關鍵字, (2) 需要將分析成果轉為可傳承的知識文件, (3) 更新 CuCMP 研究筆記目錄或附錄。中文觸發：研究筆記、GS notebook、CuCMP、知識整理、經驗傳承、寫筆記。
kcchien
research
lab-tools
12
nist-compliance
NIST 800-53r5 control implementation, tagging, evidence collection, and compliance automation for security frameworks
williamzujkowski
research
lab-tools
12
managing-good-clinical-practice
Applies GCP/ICH principles to clinical research operations with compliance monitoring. Use when ensuring GCP compliance, training on ICH guidelines, or auditing research practices.
CaseMark
research
lab-tools
12
managing-radiation-dose
Tracks and optimizes radiation exposure using reference levels and ALARA principles. Use when monitoring radiation dose, optimizing CT protocols, or documenting dose reduction efforts.
CaseMark
research
lab-tools
12
managing-research-compliance
Monitors research compliance with federal regulations (21 CFR, 45 CFR 46) and institutional policies. Use when ensuring research compliance, managing regulatory requirements, or conducting compliance reviews.
CaseMark
research
lab-tools
12
managing-tax-loss-harvesting
Identifies and executes tax-loss harvesting opportunities with wash sale compliance and tracking. Use when harvesting tax losses, managing wash sale rules, or optimizing after-tax returns.
CaseMark
research
lab-tools
12
managing-trade-surveillance
Monitors trading activity for market manipulation, insider trading, and best execution compliance. Use when conducting trade surveillance, investigating suspicious trading, or monitoring execution quality.
CaseMark
research
lab-tools
12
managing-infection-control
Implements infection prevention protocols with isolation precautions and surveillance documentation. Use when managing infection control, implementing isolation, or documenting infection prevention.
CaseMark
research
lab-tools
12
codexkit-bug-hunt
Reproduce, isolate, patch, and verify defects with explicit expected-versus-observed behavior.
hoavdc
research
lab-tools
12
codexkit-a-b-test-planner
Design rigorous A/B test plans with hypothesis, sample size calculation, Minimum Detectable Effect (MDE), randomization strategy, and decision rules. Includes guardrail metrics and rollout playbook. Use when planning product experiments, conversion optimization, or data-driven feature decisions.
hoavdc
research
lab-tools
12
managing-interoperability-standards
Tracks and implements healthcare interoperability standards (ONC, TEFCA, Information Blocking). Use when ensuring interoperability compliance, implementing TEFCA, or managing information blocking rules.
CaseMark
research
lab-tools
12
laravelcustom-helpers
Create and register small, pure helper functions when they improve clarity; keep them organized and tested
Supraforge
research
lab-tools
12
product-analytics
Measure what matters with proper event tracking, funnels, cohorts, and metrics. Use when setting up analytics, tracking features, or understanding behavior.
Supraforge
research
lab-tools
12
creating-teaching-files
Curates and annotates imaging cases for educational purposes with clinical correlation. Use when creating teaching files, annotating educational cases, or building case libraries.
CaseMark
research
lab-tools
12
interpreting-ambulatory-monitoring
Structures Holter and event monitor interpretation with arrhythmia burden quantification. Use when reading Holter monitors, interpreting event recorders, or quantifying arrhythmia burden.
CaseMark
research
lab-tools
12
managing-proficiency-testing
Tracks proficiency testing results with remediation for unacceptable performance. Use when managing PT programs, analyzing PT results, or documenting corrective actions for PT failures.
CaseMark
research