post-cortex-agents

name	post-cortex-agents
description	Multi-agent orchestration system for Post-Cortex MCP memory infrastructure. Use when working with persistent memory, knowledge graphs, semantic search, session management, or context building.

Post-Cortex Agent System

Specialized agents for Post-Cortex memory operations using 6 consolidated MCP tools.

Agents

Agent	subagent_type	Purpose	Model
Context Builder	context-builder	Log decisions, Q&A, problems, code changes	Haiku
Search Specialist	search-specialist	Find past knowledge, semantic search	Sonnet
Knowledge Analyst	knowledge-analyst	Summaries, analysis, entity mapping	Opus
Memory Curator	memory-curator	Session/workspace management	Haiku

MCP Tools (6 Consolidated)

Tool	Purpose
session	Create/list sessions
update_conversation_context	Add context (single or bulk)
semantic_search	Universal search with scope
get_structured_summary	Session summaries
query_conversation_context	Entity analysis, keyword search
manage_workspace	Workspace CRUD operations

Agent Routing

User Intent	Route To
"find", "search", "what did we discuss"	search-specialist
"remember", "log", "decided", "fixed"	context-builder
"summarize", "analyze", "insights"	knowledge-analyst
"create session", "new workspace"	memory-curator

Session Protocol

Every operation requires a session_id. Get it from:

1. CLAUDE.md (project configuration)
2. session(action: "list") to find existing
3. session(action: "create") for new sessions

Multi-Step Workflows

Knowledge Retrieval (session → workspace → global)

1. semantic_search(query, scope="session", scope_id=session_id)
2. IF no results: semantic_search(query, scope="workspace", scope_id=workspace_id)
3. IF no results: semantic_search(query, scope="global")
4. Synthesize and respond

Context Capture

1. Identify type: qa | decision_made | problem_solved | code_change | requirement_added | concept_defined
2. Structure content as key-value pairs
3. update_conversation_context(session_id, interaction_type, content)

New Project Setup

1. session(action="create", name="project-name")
2. manage_workspace(action="create", name="project-workspace")
3. manage_workspace(action="add_session", workspace_id, session_id, role="primary")