General Reasoning
Official@generalreasoning · United Kingdom
6EQUJ5
Agent Skills by General Reasoning
Showing 156 vetted skills indexed across 1 GitHub repositories.
GeneralReasoningrestclient-migration
Migrate legacy RestTemplate usage to RestClient in Spring Boot 3.2+ projects.
GeneralReasoningjakarta-namespace
Migrate Java EE javax imports to jakarta namespace for Spring Boot 3.x projects.
GeneralReasoningspring-boot-migration
Migrate Spring Boot 2.x projects to 3.x with Jakarta namespace and dependency updates.
GeneralReasoningspring-security-6
Migrate Spring Security 5 configurations to SecurityFilterChain-based Spring Security 6.
GeneralReasoninghibernate-upgrade
Migrate Hibernate 5 to Hibernate 6 in Spring Boot 3 projects.
GeneralReasoningExtract text and tables from PDFs using Python libraries.
GeneralReasoningmarker
Convert PDF documents into Markdown while preserving LaTeX formulas.
GeneralReasoningjax-skills
Load, map, reduce, differentiate, scan, and JIT-compile arrays with JAX.
GeneralReasoninggeospatial-analysis
Analyze geospatial data with geopandas for distance calculations and spatial filtering.
GeneralReasoningfjsp-baseline-repair-with-downtime-and-policy
Repair infeasible FJSP schedules into downtime- and precedence-feasible plans within policy budgets.
GeneralReasoningeconomic-dispatch
Optimize generator setpoints and operating margins using MATPOWER gencost data.
GeneralReasoningdc-power-flow
Compute DC power flow line flows from a bus susceptance matrix.
GeneralReasoningpower-flow-data
Parse MATPOWER network data to extract bus, generator, and branch topology.
GeneralReasoningd3js-visualization
Transform local CSV, TSV, or JSON data into standalone D3.js HTML/SVG charts.
GeneralReasoningpddl-skills
Load PDDL domains and problems, generate plans, and validate results.
GeneralReasoningexoplanet-workflows
Outline exoplanet detection workflows from light-curve data with TLS, Lomb-Scargle, or BLS method selection.
GeneralReasoninglight-curve-preprocessing
Preprocess astronomical light curves with sigma clipping, flattening, and quality flag handling.
GeneralReasoningtransit-least-squares
Detect exoplanet transits in light curves using the transitleastsquares package.
GeneralReasoningbox-least-squares
Detect periodic box-shaped dips in photometric time series using Astropy's BoxLeastSquares.
GeneralReasoninglomb-scargle-periodogram
Analyze unevenly sampled time series with Lomb-Scargle periodograms.
GeneralReasoninglocational-marginal-prices
Extract nodal electricity prices from DC-OPF dual values in $/MWh.
GeneralReasoningmanufacturing-failure-reason-codebook-normalization
Normalize failure reason text into standardized product codebook codes.
GeneralReasoningthreat-detection
Detect port scans, DoS, and beaconing using exact network thresholds.
GeneralReasoningpcap-analysis
Analyze PCAP files to extract network statistics and detect traffic patterns.
Frequently Asked Questions About General Reasoning
FAQPage SchemaWhat specific technical tasks are enabled by these capabilities?▼
These capabilities enable complex data extraction from PDFs, scientific simulation of physical systems, industrial control tuning, and large-scale migration of legacy Java enterprise codebases to modern frameworks.
Which target personas benefit most from these technical resources?▼
Data engineers, scientific researchers, control systems engineers, and enterprise software architects benefit from these modular, domain-specific implementations designed for high-precision technical environments.
What are the primary prerequisites and dependencies for implementation?▼
Most implementations require a standard environment with core scientific libraries, Java 17+ for Spring migrations, and specific domain packages like MATPOWER, ObsPy, or QuTiP depending on the target discipline.