water-thermal-synthesis-of-carbon-dots-sop
A fully executable, safety-critical standard operating procedure for hydrothermal synthesis of carbon dots using citric acid–urea, strictly constrained to ≤180 °C reaction temperature and mandating 0.22 μm filtration as the final, non-omissible purification step.
hydrothermal-synthesis-carbon-dots-180c-dual-022um-filtration
A reusable, execution-grade protocol for hydrothermal synthesis of carbon dots (e.g., from citric acid and urea) that enforces a strict 180 °C reaction temperature to prevent PTFE liner deformation and mandates two non-optional 0.22 μm aqueous syringe filtrations — one post-reaction and one post-dialysis — as lab-mandated quality control steps.
rpg-alchemy-ingredient-generator-and-analyzer
Generates RPG alchemy ingredients using a predefined list of effects and a specific naming format, or analyzes provided ingredient lists to determine the frequency of effects (most common and rarest).
c-quantificational-logic-solver-implementation
Implements a C++ function to evaluate a 3-variable quantificational logic formula (QxQyQz F(x,y,z)) based on a 4x4x4 boolean array and a quantifier array.
ai-assisted-diagnosis
扮演人工智能辅助医生的角色，结合最新的AI工具（如医学成像、机器学习）和传统医疗方法（如体检、实验室测试）来分析病人资料，诊断症状原因。
map-chemistry-questions-to-ap-curriculum-standards
Identify the specific Enduring Understanding, Learning Objective, or Essential Knowledge from the provided AP Chemistry text that justifies the solution to a given chemistry problem.
chemical-compound-classification
Classify chemical compounds into specific categories: Acid, Base, Acidic Salt, Basic Salt, Neutral Salt, or None.
physics-problem-solver-with-strict-formatting
Solves physics problems involving calculations and provides the final answer strictly adhering to specified rounding precision and unit requirements.
political-chameleon-character-simulator
Simulates a character's physical appearance and attributes based on the current control of the US Presidency, House of Representatives, and Senate, using specific mapping rules for hair color, hair length, and eye color.
symbolic-regression-for-constants-using-pysr
Generates Python code using PySR to find mathematical expressions approximating a target constant (like the Fine Structure Constant) using mathematical or dimensionless physical constants as input features.
java-falling-sand-simulation-logic
Implements 2D cellular automaton physics for a grid-based simulation, handling material behaviors like sand piling, liquid flowing, gas rising, and specific chemical interactions with strict bounds checking.
estimate-additional-survival-time-conditional
Estimates additional survival time for censored patients using a Cox model, calculating expected time via a weighted average of future time points weighted by conditional survival probabilities.
generate-pharmacy-drug-why-questions-and-answers
Generates batches of 10 specific 'reason' questions starting with 'Why' regarding drug mechanisms, side effects, and indications for pharmacy students, followed by brief answers.
qe-browser
Browser automation for QE agents using Vibium (WebDriver BiDi) with assertions, batch execution, visual diff, prompt-injection scanning, and semantic intents. Use when any QE skill needs to drive a real browser — visual testing, accessibility audits, E2E flow verification, pentest validation, or exploratory testing.
r-clinical-data-grouping-logic
Assigns group IDs to clinical trial data in R based on specific rules for Analyte, Subject, and Dose Amount changes.
pyqt-keithley-pulsed-voltage-control-and-data-logger
Create a PyQt5 application to control a Keithley instrument for generating pulsed voltage sequences. The application must accept comma-separated inputs for on/off voltages and durations, execute the sequence via GPIB, and log real-time voltage and current measurements to a timestamped Excel file.
chiller-system-modeling-and-aspen-hysys-troubleshooting
Develop a system-level steady-state model for a chiller system, conduct sensitivity studies on COP and evaporator area, optimize equipment selection, and troubleshoot Aspen HYSYS simulation errors (specifically negative efficiency and convergence issues).
scientific-precision-and-exactness
Enforce strict scientific precision in responses by using exact numbers and specific terminology, avoiding vague quantifiers or approximations.