What if I don't know the exact ID of a skill?

The system includes a matching action that resolves fuzzy names or descriptions into the correct skill ID automatically.

Does this skill track the success of automated tasks?

Yes, every execution is recorded with status, duration, and I/O summaries to help the pattern learner improve recommendations over time.

How do I invoke a specific Nexus skill?

You can trigger any skill by saying 'use skill', 'run skill', or 'invoke skill' followed by the name or ID of the capability you wish to execute.

Can it handle skills with specific prerequisites?

Absolutely. The orchestrator checks for required tools and environment variables before execution to ensure all dependencies are met.

Nexus Skill Orchestrator

Name: Nexus Skill Orchestrator
Author: adverant

byadverant

0•

Productivity & Workflow

Orchestrates the discovery, execution, and performance tracking of specialized Adverant Nexus skills within Claude Code.

The Nexus Skill Orchestrator is the central execution engine for the Adverant Nexus ecosystem, designed to transform Claude into a multi-capability agent. It streamlines the lifecycle of complex tasks by resolving natural language requests into specific skill IDs, retrieving necessary environment contexts, and managing precise execution steps. Beyond simple invocation, this skill maintains a robust feedback loop by recording execution metrics, success rates, and outputs, which feeds into a pattern-learning system to continuously optimize AI performance and workflow reliability.

Key Features

01Pattern learner integration for continuous quality scoring and improvement

020 GitHub stars

03Fuzzy skill resolution to match natural language prompts to specific IDs

04Performance logging with success tracking and duration metrics

05Automated retrieval of skill-specific context and environment configurations

06Standardized execution workflow based on detailed SKILL.md instructions

Use Cases

01Logging and auditing AI task performance to identify and resolve execution bottlenecks

02Automating the setup and execution of domain-specific tasks with predefined requirements

03Invoking complex multi-agent workflows via natural language commands like 'run skill X'

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add adverant/adverant-nexus-cowork-plugin skill-invocation

For use in Claude.ai and ChatGPT

Key Features

01Pattern learner integration for continuous quality scoring and improvement

020 GitHub stars

03Fuzzy skill resolution to match natural language prompts to specific IDs

04Performance logging with success tracking and duration metrics

05Automated retrieval of skill-specific context and environment configurations

06Standardized execution workflow based on detailed SKILL.md instructions

Use Cases

01Logging and auditing AI task performance to identify and resolve execution bottlenecks

02Automating the setup and execution of domain-specific tasks with predefined requirements

03Invoking complex multi-agent workflows via natural language commands like 'run skill X'

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add adverant/adverant-nexus-cowork-plugin skill-invocation

For use in Claude.ai and ChatGPT