Skip to content

Provider Prompt Adaptation (CONCEPT:ECO-4.0)

Overview

Abstracted-backend provider-aware prompt optimization with static and KG-backed rule storage. Built-in rules for OpenAI, Anthropic, Google with contextual activation. Based on Rosetta Prompt research.

Implementation Details

  • Source Code: agent_utilities/prompting/provider_adapter.py
  • Pillar: ECO

Documentation Coverage

This is an auto-generated dedicated concept page to ensure 100% documentation coverage across the ecosystem.

Self-Describing Function Registry (CONCEPT:ECO-4.0)

Overview

Runtime function registration with input/output JSON schemas and declarative trigger bindings (http/cron/event). Unified discover_all_capabilities() for AgentOS-style category collapse via KG.

Implementation Details

  • Source Code: agent_utilities/knowledge_graph/orchestration/engine_query.py (discover_all_capabilities())
  • Pillar: ECO

Documentation Coverage

This is an auto-generated dedicated concept page to ensure 100% documentation coverage across the ecosystem.

Dynamic Skill Evolution (CONCEPT:ECO-4.0)

Overview

On-the-fly skill creation and synthesis to avoid catastrophic forgetting during continual learning. SkillNeologismDetector (identifies when existing skills don't cover a task), SkillFactory (creates new skills from execution traces), SkillMerger (detects overlapping skills via Jaccard similarity and consolidates). Derived from Skill Neologisms (arXiv:2605.04970v1).

Implementation Details

  • Source Code: agent_utilities/knowledge_graph/adaptation/skill_evolver.py
  • Pillar: ECO

Documentation Coverage

This is an auto-generated dedicated concept page to ensure 100% documentation coverage across the ecosystem.