Agent Challenges

Sparc Methodology

ruvnet

Guides software work through the SPARC phases: Specification, Pseudocode, Architecture, Refinement, Completion.

Performance Analysis

ruvnet

Guides performance profiling, benchmarking, and optimization with reproducible measurement practices.

Swarm Advanced

ruvnet

Documents advanced Claude Flow swarm orchestration patterns for research, development, testing and analysis workflows.

Stream Chain

ruvnet

Orchestrates multi-step agent workflows where each step's output feeds the next, via custom chains or predefined pipelines.

Sparc Methodology

ruvnet

Documents the SPARC software development methodology and its 17 Claude Flow multi-agent modes.

Github Workflow Automation

ruvnet

Guides GitHub Actions CI/CD automation with AI swarm coordination, workflow templates, and repository management commands.

Jupyter Notebook

openai

Featured

Scaffolds and edits Jupyter notebooks for experiments or tutorials using bundled templates and a helper script.

Supervisor Review Queue

anthropics

Featured

Manages a professor's legal-clinic review queue for student work awaiting approval before release.

Research Start

anthropics

Featured

Builds an unverified legal research roadmap for a clinic student: statutes, case law areas, sources and search terms.

Ramp

anthropics

Featured

Guides new law clinic students through semester onboarding: clinic procedures, tool commands, practice exercises and verification habits.

Outline Builder

anthropics

Featured

Scaffolds a law-school course outline from class notes and casebooks, leaving rule content for the student to fill in.

Irac Practice

anthropics

Featured

Grades a student's IRAC legal essay on structure, issue-spotting, rule accuracy and analysis, without rewriting it.