UCSB-NLP-Chang

60 mods across 1 repository, 48 stars between them.

harbor

01

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Harbor framework for agent evaluation. Use when: (1) Running harbor commands (harbor run, harbor tasks check), (2) Creating/validating SkillsBench tasks, (3) Understanding task format or debugging failures.

48 4mo ago A 49 tokens

skill-creator

02

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

48 4mo ago A 64 tokens

analyzer

03

UCSB-NLP-Chang/Skill-Usage

Agent Claude Code

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.

48 4mo ago A 0 tokens

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Discovers relevant agent skills using keyword (BM25) search. Breaks complex tasks into sub-tasks and finds 10 skills via term matching. Use when starting a new task, looking for specialized capabilities, or wanting to find best practices for a domain.

48 4mo ago A 58 tokens

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Discovers relevant agent skills using semantic (embedding) search. Breaks complex tasks into sub-tasks and finds 10 skills via natural language similarity. Use when starting a new task, looking for specialized capabilities, or wanting to find best practices for a domain.

48 4mo ago A 58 tokens

finding-skills

08

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Discovers relevant agent skills from a local index of skills for a given task. Breaks complex tasks into sub-tasks and finds 10 skills across keyword, semantic, and hybrid search. Use when starting a new task, looking for specialized capabilities, or wanting to find best practices for a domain.

48 4mo ago A 64 tokens

mesh-analysis

09

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Analyzes 3D mesh files (STL) to calculate geometric properties (volume, components) and extract attribute data. Use this skill to process noisy 3D scan data and filter debris.

48 4mo ago A 43 tokens

csv-processing

10

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Use this skill when reading sensor data from CSV files, writing simulation results to CSV, processing time-series data with pandas, or handling missing values in datasets.

48 4mo ago A 34 tokens

pid-controller

11

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Use this skill when implementing PID control loops for adaptive cruise control, vehicle speed regulation, throttle/brake management, or any feedback control system requiring proportional-integral-derivative control.

48 4mo ago A 39 tokens

simulation-metrics

12

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Use this skill when calculating control system performance metrics such as rise time, overshoot percentage, steady-state error, or settling time for evaluating simulation results.

48 4mo ago A 34 tokens

vehicle-dynamics

13

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Use this skill when simulating vehicle motion, calculating safe following distances, time-to-collision, speed/position updates, or implementing vehicle state machines for cruise control modes.

48 4mo ago A 38 tokens

yaml-config

14

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Use this skill when reading or writing YAML configuration files, loading vehicle parameters, or handling config file parsing with proper error handling.

48 4mo ago A 28 tokens

azure-bgp

15

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Analyze and resolve BGP oscillation and BGP route leaks in Azure Virtual WAN–style hub-and-spoke topologies (and similar cloud-managed BGP environments). Detect preference cycles, identify valley-free violations, and propose allowed policy-level mitigations while rejecting prohibited fixes.

48 4mo ago A 58 tokens

citation-management

16

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure…

48 4mo ago A 68 tokens

civ6lib

17

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Civilization 6 district mechanics library. Use when working with district placement validation, adjacency bonus calculations, or understanding Civ6 game rules.

48 4mo ago A 32 tokens

hex-grid-spatial

18

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Hex grid spatial utilities for offset coordinate systems. Use when working with hexagonal grids, calculating distances, finding neighbors, or spatial queries on hex maps.

48 4mo ago A 35 tokens

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Strategy for solving constraint optimization problems on spatial maps. Use when you need to place items on a grid/map to maximize some objective while satisfying constraints.

48 4mo ago A 35 tokens

sqlite-map-parser

20

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Parse SQLite databases into structured JSON data. Use when exploring unknown database schemas, understanding table relationships, and extracting map data as JSON.

48 4mo ago A 30 tokens

pdf

21

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

48 4mo ago A 50 tokens

pymatgen

22

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.

48 4mo ago A 38 tokens

sympy

23

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving equations algebraically, performing calculus operations (derivatives, integrals, limits), manipulating algebraic expressions, working with matrices symbolically, physics…

48 4mo ago A 98 tokens

pcap-analysis

24

UCSB-NLP-Chang/Skill-Usage

Skill Claude CodeCodex

Guidance for analyzing network packet captures (PCAP files) and computing network statistics using Python, with tested utility functions.

48 4mo ago A 28 tokens