apr
Automated Plan Reviser (APR) for iterative FCP specification refinement, documentation harmonization, and GPT Pro 5.2 integration.
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77 skills found
Automated Plan Reviser (APR) for iterative FCP specification refinement, documentation harmonization, and GPT Pro 5.2 integration.
High-performance vector search engine for AI agents featuring sub-millisecond retrieval, HNSW indexing, and quantization for efficient RAG, similarity matching, and knowledge base management.
Create and train custom reinforcement learning plugins for autonomous agents using 9 core algorithms including Decision Transformer and Actor-Critic for self-optimizing behavior.
Guidance for designing autonomous agents for Claude Code, covering system prompts, triggering conditions, frontmatter configuration, and agent development best practices.
Design and build AI agents for any domain. Master agentic patterns, loop-based orchestration, and tool use to enable autonomous behavior in business, research, and creative workflows.
Implement function-calling tools in Prompture agents using ToolRegistry, decorators, and automatic schema generation to enable LLM interaction with external code.
Formalize and freeze workflow execution by initializing Execution Contracts, updating project states, and managing role assignments for controlled agent delivery.
LiteLLM-RS A2A Protocol: A robust Rust-based framework for autonomous agent communication, utilizing JSON-RPC 2.0 to orchestrate multi-provider agent workflows and task management.
Seamlessly toggle between live and mocked external dependencies using the Model Context Protocol (MCP) for autonomous development environments.
AI-optimized artifact tracking system for token-efficient project orchestration, phase management, and automated task delegation using YAML-Markdown hybrid formats.
Physical hardware synthesis bridge for PAI. Generates blueprints, 3D printing code, SVG paths for laser cutting, and G-Code for CNC machining to bring agentic designs into the physical world.
Control Claude Code via MCP protocol for autonomous development. Features persistent sessions, agent teams, precise execution planning, and advanced tool management for complex coding tasks.