cxcscmu/SkillLearnBench - Page 31

glm-calibrator

Calibrate GLM by adjusting key parameters to minimize RMSE. Use this skill when you need to iteratively tune model parameters to meet performance thresholds.

glm-evaluator

Evaluate GLM simulation results using field observations and RMSE metrics. Use this skill when you need to merge simulation results with field observations and calculate RMSE values for different conditions (overall, annual_deep, summer_deep).

glm-runner

Manage GLM (General Lake Model) configuration and execution. Use this skill when modifying 'glm3.nml' or running the GLM binary to ensure simulation parameters are correctly set and the model runs successfully.

image-grayscale

Use this skill to convert RGB images to grayscale. It provides methods using common libraries like OpenCV or PIL.

object-counting

Use this skill to count occurrences of a template image within a larger target image using template matching techniques.

video-extraction

Use this skill to extract keyframes from video files using FFmpeg. It covers selecting the right extraction frequency and naming conventions for image sequences.

brand-guidelines

Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.

regulated-lvshi-composer

Compose Chinese five-character and seven-character regulated verse under a strict modern Mandarin rule set. Use this Skill when the user asks for five-character or seven-character regulated verse, wants a poem written in a disciplined regulated-verse form, or…

artifact-review-search

Multi-hop search over enterprise artifacts to find key reviewers, approvers, feedback contributors, authors, product reports, competitor insights, and demo URLs. Prevents cross-product leakage and prevents treating meeting participants as reviewers.

jackson-security

Security considerations for Jackson JSON deserialization in Java applications. This skill covers common attack patterns such as the Empty Key ("") attack vector, polymorphic type handling, nested injection, and duplicate keys, along with their root causes and…

python-scala-functional

Guide for translating Python code to functional Scala style. Use when converting Python code involving numeric formatting, higher-order functions, decorators, closures, generators, or when aiming for idiomatic functional Scala with pattern matching, Option…

glm-basics

A good starting point for GLM calibration tasks. Use to inspect glm3.nml, confirm how GLM runs, and identify the relevant files before moving on to calibration and output evaluation.

glm-calibration

Calibration guidance for GLM tasks. Often most effective after glm-basics has clarified the setup; glm-output is the companion skill for exact final metric computation.

glm-output

Output-processing guidance for GLM tasks. Especially useful after glm-basics and glm-calibration when you need verifier-matching metrics from output.nc and a final /root/metrics.json.

travel-planning-workflow

Invoke this skill when performing travel planning. It defines a structured workflow for generating itineraries. Following this workflow is essential to ensure the final plan satisfies user requirements.

image-editing

Comprehensive command-line tools for modifying and manipulating images, such as resize, blur, crop, flip, and many more.