Dynamic agent composition and orchestration system - create custom agents with unique personalities, voices, and trait combinations on-the-fly
Dynamic agent composition system - create specialized agents with unique personalities and voices, composed from traits on-the-fly
Create custom agents by combining expertise, personality, and approach traits. 800 unique agent combinations possible.
Core Philosophy: Cognitive diversity through composable agent personalities. Every analysis benefits from multiple perspectives.
# From Claude Code, run:
/plugin marketplace add rafaelcalleja/kai-agents-skill
/plugin install kai-agents-skill@rafaelcalleja-kai-agents-skill
# Clone and use directly
git clone https://github.com/rafaelcalleja/kai-agents-skill.git
claude --plugin-dir ./kai-agents-skill
cd kai-agents-skill/skills/Agents/Tools
bun install
Once installed, test with:
Provides dynamic agent composition. Triggers on:
| Category | Count | Options |
|---|---|---|
| Expertise | 10 | security, legal, finance, medical, technical, research, creative, business, data, communications |
| Personality | 10 | skeptical, enthusiastic, cautious, bold, analytical, creative, empathetic, contrarian, pragmatic, meticulous |
| Approach | 8 | thorough, rapid, systematic, exploratory, comparative, synthesizing, adversarial, consultative |
Total combinations: 10 x 10 x 8 = 800 unique agents
Just ask naturally:
cd skills/Agents/Tools
# List all available traits
bun run AgentFactory.ts --list
# Compose agent by traits
bun run AgentFactory.ts --traits "security,skeptical,thorough"
# Infer traits from task
bun run AgentFactory.ts --task "Review this API for vulnerabilities"
kai-agents-skill/
├── .claude-plugin/
│ ├── marketplace.json
│ └── plugin.json
├── skills/
│ └── Agents/
│ ├── SKILL.md
│ ├── AgentPersonalities.md
│ ├── Data/
│ │ └── Traits.yaml
│ ├── Templates/
│ │ └── DynamicAgent.hbs
│ ├── Tools/
│ │ └── AgentFactory.ts
│ └── Workflows/
│ ├── CreateCustomAgent.md
│ └── ListTraits.md
└── README.md
Synced with standard plugin structure:
plugin.json to .claude-plugin/ directoryCLAUDE_PLUGIN_ROOT for portabilitysubagent_type: "general-purpose" instead of "Intern".claude/settings.local.jsonOwn this plugin?
Verify ownership to unlock analytics, metadata editing, and a verified badge. GitHub access is read-only (username + org membership).
Sign in to claimOwn this plugin?
Verify ownership to unlock analytics, metadata editing, and a verified badge. GitHub access is read-only (username + org membership).
Sign in to claimBased on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
Specialized agents for code review, security analysis, and performance optimization
Native Fabric pattern execution for Claude Code. 227 AI patterns applied directly with full model power and conversation context.
Collection of productivity-enhancing slash commands for common development workflows
Prompt engineering and context engineering skill based on Anthropic best practices. Covers clarity, structure, progressive discovery, and signal-to-noise optimization for AI agents.
Collection of example skills demonstrating various capabilities including skill creation, MCP building, webapp testing, makefile automation, Codex CLI, Fabric AI patterns, Gemini CLI, workflow orchestration, skill protocol mastery, subagent development, hooks mastery, and subagent configuration
npx claudepluginhub joshuarweaver/cascade-ai-ml-agents-misc-2 --plugin rafaelcalleja-kai-agents-skillCompile humans into AI agents through deep interviews. Conducts comprehensive behavioral interviews, analyzes work artifacts via MCP tools, and generates installable Claude Code plugins that embody a person's decision-making, communication style, and expertise.
Build and run multiple personas across any AI agent.
Professor Synapse — a router that summons expert agents on demand, with persistent agent-tagged memory and a summon-gate that keeps work on-persona. Your own agents and memory live in the plugin's data dir and survive updates.
Mission Planner, Agent Creator, Skill Creator, and Librarian — the complete Forge suite for science-backed AI team assembly
Craft AI personality, tone, persona, and behavioral consistency across contexts.
A single-skill package for generating harness blueprints for agentic systems.