Open-World Self-Evolution for LLM Agents — agents that build both their skills and their own verification signals from scratch, with no target-task supervision. (Code coming soon.)
Skill Claude CodeCodex
Use when populating Excel workbooks for quantitative proteomics tasks - computing expression lookups, group statistics, and log2 fold-change values using Python and writing numeric results via openpyxl while preserving cell formatting. Handles two-sheet workbooks (Task + Data) with 2D protein×sample expression…
Skill Claude CodeCodex
Use when populating Excel workbooks for quantitative proteomics tasks - writing INDEX/MATCH lookups, AVERAGE/STDEV.S group statistics, and log2 fold-change formulas while preserving cell formatting via openpyxl 3.1.5.
Skill Claude CodeCodex
Maps Python constructs to idiomatic Scala 2.13 equivalents.
Skill Claude CodeCodex
Generates complete Scala 2.13 Tokenizer.scala from Python Tokenizer.py translation.
Skill Claude CodeCodex
Builds the open Dicke model Hamiltonian and Lindblad collapse operators in the full 2^N tensor product Hilbert space, solves for the steady-state density matrix, and extracts the reduced cavity state via partial trace.
Skill Claude CodeCodex
Computes the Wigner function of a bosonic density matrix on a specified phase-space grid using QuTiP and exports the result as a CSV file.
Skill Claude CodeCodex
Derives linearized state-space model (A, B matrices) for 6-section R2R system, computes steady-state operating points, discretizes, and computes LQR gain.
Skill Claude CodeCodex
Implements MPC controller with prediction matrices, QP formulation, simulation loop for R2R web handling. Generates controllerparams.json, controllog.json, and metrics.json.
Skill Claude CodeCodex
Identifies and fixes performance anti-patterns in Next.js API routes including artificial delays, N+1 sequential fetch patterns, missing caching headers, and unnecessary data processing.
Skill Claude CodeCodex
Identifies and fixes bundle size issues including wildcard/barrel imports, missing dynamic imports for heavy components, unnecessary use client directives, and useEffect-based data fetching.
Skill Claude CodeCodex
Identifies and fixes excessive React re-rendering issues including missing React.memo, unmemoized callbacks/computations, and context overloading.
Skill Claude CodeCodex
Utilities for exploring and extracting data from complex, multi-sheet Excel workbooks with irregular formatting. Provides functions to discover sheet structure, locate gold prices in IMF data, and extract country reserve data.
Skill Claude CodeCodex
Utilities for writing financial Excel formulas (log returns, rolling volatility, annualized volatility, XLOOKUP/INDEX+MATCH, RaR calculations) into openpyxl workbooks and triggering LibreOffice headless recalculation.
Skill Claude CodeCodex
End-to-end demographic analysis pipeline that extracts population data from PDF, reads income data from Excel, merges datasets, computes range-based income quartiles, generates four openpyxl pivot table objects, and exports a five-sheet Excel workbook.
Skill Claude CodeCodex
Toolkit for parsing SEC Form 13F-HR quarterly TSV datasets. Loads COVERPAGE/INFOTABLE/SUMMARYPAGE with safe dtypes (CUSIPs as zero-padded strings, VALUE as numeric dollars), fuzzy-matches fund manager names with RapidFuzz, retrieves fund AUM, deduplicates equity holdings (filtering options), compares holdings across…
Skill Claude CodeCodex
Loads seismic waveform data from .npz files and converts them into ObsPy Stream objects ready for SeisBench model inference. Handles channel identification, reordering to Z/N/E convention, float32 conversion, detrending, and resampling to 100 Hz.
Skill Claude CodeCodex
Creates Atheris-based coverage-guided fuzz drivers for Python libraries using FuzzedDataProvider for structured input generation. Includes templates and patterns for different library types (parsers, formatters, serializers, ML frameworks).
Skill Claude CodeCodex
Sets up Python virtual environments using uv for each library, installs dependencies from project configuration files, and executes the fuzzer for a specified duration with proper log redirection.
Skill Claude CodeCodex
Detects Python libraries/packages in a directory by checking for pyproject.toml, setup.py, setup.cfg, or other standard Python project markers. Provides utilities to list library paths and analyze their structure, entry points, and key functions for testing.
Skill Claude CodeCodex
Builds demand-side investment shock model on NA sheet with bell-shaped spending, currency conversion, deflation, import adjustment, multiplier. Creates 3 scenarios.
Skill Claude CodeCodex
Computes the import content share of investment (theta) from GeoStat Supply and Use Tables using the proportionality assumption. Links SUT data to a SUT Calc sheet, calculates product-level import-to-supply ratios, and derives the aggregate import content share for GFCF. Use when estimating import leakage for…
Skill Claude CodeCodex
Populates WEOData sheet with IMF WEO data for Georgia, extends GDP deflator and real GDP projections to 2043, and copies GeoStat SUT sheets into the workbook.
Skill Claude CodeCodex
Implements the SimPO (Simple Preference Optimization) loss function and handles environment setup, execution, and result saving for code reproduction tasks.
Skill Claude CodeCodex
Security audit skill for scanning dependency files (e.g., package-lock.json) using Trivy offline scanner to identify HIGH/CRITICAL vulnerabilities and produce CSV reports.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: