Establishes CPU/GPU baselines before resource-intensive operations.
CQRS architecture knowledge base. Provides patterns, antipatterns, and PHP-specific guidelines for Command Query Responsibility…
CQRS (Command Query Responsibility Segregation) patterns for separating read and write models.
Gather verified repository, version, change, package, and validation evidence; draft polished GitHub release notes; and create or edit…
General working-craft handoff for any agent session picking up work in a repo — how to problem-solve, what to look for, how to verify, how…
Prepare R packages for CRAN submission by checking for common ad-hoc requirements not caught by devtools::check().
Use when a human asks you to find and bring in the knowledge they already work with, in one command, with no per-source setup.
Build, extend, and debug Crawl4AI-based scrapers, crawlers, and small services.
Performs comprehensive technical SEO audits and site crawls using Crawl4AI to analyze on-page factors, site architecture, and competitor…
Color-aware CRDT operations with GF(3) conservation, Narya proofs, ACSet schemas, and Bumpus narrative sheaves.
Standardizes academic regression tables and figures to meet the specific publication requirements of the China Rural Economy (CRE) journal.
Create a new bridge plugin for MCP server integration
To create a compliance rule set: defines the standard, burden of proof, and counterargument; result: test product with risk and next step.
Provides comprehensive guidance for Angular framework including components, modules, services, dependency injection, routing, forms, and…
Create a new skill in this repository and publish it: folder in skills/, SKILL.md with frontmatter, entry in skills.json (catalog that the…
This skill includes reference files you can copy: Adapt examples/events.ts for your transformer's use case.
Writes or revises the main product README so prospective users understand the value of the software and reach a first successful outcome.
Create a synopsis: assigns standard, burden of proof and counter-argument; result: test product with risk and next step.
Creates one tracker Project, Milestone, or Issue from complete caller-owned fields.
Create a new AIWG addon with AI-guided setup
Create a release checklist and GitHub issue for an R package.