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Agent Development For AI Plugins

agent-development

anthropics/claude-plugins-official

This skill provides a comprehensive guide to designing and developing autonomous AI agents for code plugins. It covers the required file structure (YAML frontmatter), best practices for defining agent roles, designing robust system prompts, and setting up clear triggering conditions. Use this when you need to conceptualize, structure, or refine an agent's capabilities to handle complex, multi-step tasks autonomously.

Database Index Advisor

analyzing-database-indexes

jeremylongshore/claude-code-plugins-plus-skills

Analyzes query workloads with the database-index-advisor plugin to spot missing or unused indexes and recommends creations or removals to boost performance and reclaim storage.

Database Index Advisor

analyzing-database-indexes

jeremylongshore/claude-code-plugins-plus-skills

Analyzes query workloads with the database-index-advisor plugin to spot missing or unused indexes and recommends creations or removals to boost performance and reclaim storage.

Dependency Risk Analyzer

analyzing-dependencies

jeremylongshore/claude-code-plugins-plus-skills

Analyzes project dependencies via the dependency-checker plugin to flag security vulnerabilities, outdated packages, and license conflicts before deployment; run it when you need insight on risky npm, pip, composer, gem, or go modules.

Dependency Risk Analyzer

analyzing-dependencies

jeremylongshore/claude-code-plugins-plus-skills

Analyzes project dependencies via the dependency-checker plugin to flag security vulnerabilities, outdated packages, and license conflicts before deployment; run it when you need insight on risky npm, pip, composer, gem, or go modules.

System Throughput Analyzer

analyzing-system-throughput

jeremylongshore/claude-code-plugins-plus-skills

Enables Claude to analyze request and data throughput, detect bottlenecks, and suggest scaling strategies via the throughput-analyzer plugin when performance or capacity optimization is requested.

Text Analysis with NLP

analyzing-text-with-nlp

jeremylongshore/claude-code-plugins-plus-skills

Enables Claude to analyze text with the nlp-text-analyzer plugin, delivering sentiment, keyword, and topic insights for customer feedback, articles, or reports that need NLP understanding.

SOC2 Audit Prep Assistant

assisting-with-soc2-audit-preparation

jeremylongshore/claude-code-plugins-plus-skills

Automates SOC2 audit preparation by invoking the soc2-audit-helper plugin to gather evidence, assess controls, and flag compliance gaps, streamlining readiness reporting and remediation planning.

Access Control Auditor

auditing-access-control

jeremylongshore/claude-code-plugins-plus-skills

Audits IAM policies, ACLs, and similar access control setups via the access-control-auditor plugin to surface misconfigurations, overly permissive roles, and privilege escalation risks across cloud and infrastructure environments.

Access Control Auditor

auditing-access-control

jeremylongshore/claude-code-plugins-plus-skills

Audits IAM policies, ACLs, and similar access control setups via the access-control-auditor plugin to surface misconfigurations, overly permissive roles, and privilege escalation risks across cloud and infrastructure environments.

Classification Model Builder

building-classification-models

jeremylongshore/claude-code-plugins-plus-skills

Automates building and evaluating classification models by analyzing datasets, selecting features, tuning hyperparameters, and reporting metrics via the classification-model-builder plugin for supervised learning requests.

Neural Network Builder

building-neural-networks

jeremylongshore/claude-code-plugins-plus-skills

Enables Claude to configure neural network architectures through the neural-network-builder plugin, creating or modifying models and defining layers, activation functions, and training parameters whenever network design or tuning is requested.

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