Context engineering infrastructure for AI agents.
A local reasoning substrate that other systems build on. It manages a knowledge graph, produces specialized roles and workflows, and sharpens itself through use. Domain-specific plugins layer on top.
Four plugins. Each layers on the substrate for a different domain.
The substrate. Knowledge graph, 25+ MCP tools, 39 workflows, 16 roles, 7 thinking colors. Graph-of-thought priming at session start. [[WikiLink]] context injection on every task. Memory lifecycle — decay, consolidation, community detection.
Used to build maenifold itself. Product manager orchestrator, 4 specialized agents (SWE, researcher, red-team, blue-team), TDD pipeline with red-team/blue-team validation. Sprint planning, requirements traceability, parallel task execution.
The official Claude Code plugin for Microsoft’s FinOps Toolkit. 4 agents (CFO, FinOps practitioner, database query, hubs), 4 commands, 2 skills, an output style, and 17 KQL queries. Layers on maenifold — the agents inherit the knowledge graph, the reasoning workflows, the memory lifecycle.
Purpose-built for SaaS ISVs operating in Azure. Quota operations, capacity reservations, zone management, estate-level governance. Companion material to training offered by Microsoft’s Customer Success Unit. Documentation site, training decks, lab modules, and scripts.
Infrastructure that extends itself. Agents create workflows. Workflows produce knowledge. Knowledge sharpens the graph. The graph makes better agents.
think-tank on any domain's literature. Parallel agents research in waves — scoping, deep dives, synthesis, peer review. They write memories with [[WikiLinks]]. Structure emerges from use — no schema, no ontology, no upfront design.role-creation-workflow produces perspectives — cognitive modes grounded in your actual knowledge, not generic personas.agent-creation-workflow produces full agent definitions — autonomous subprocesses with tools, triggers, and constitutional prompts. 16 built-in roles. Write more. They persist.Six layers of composable primitives. Complexity emerges from composition.
| Layer | Primitives | Purpose |
|---|---|---|
| Memory | WriteMemory ReadMemory EditMemory DeleteMemory MoveMemory Sync | Persist knowledge with [[WikiLinks]] |
| Graph | SearchMemories BuildContext FindSimilarConcepts Visualize | Query and traverse knowledge |
| Session | RecentActivity AssumptionLedger ListMemories | Track work, state, and uncertainty |
| Persona | Adopt | Roles, colors, and perspectives |
| Reasoning | SequentialThinking | Multi-step thought with revision and branching |
| Orchestration | Workflow | State machines over steps and tools |
15+ RAG techniques supported natively or via composition — Knowledge Graph RAG, HyDE, FLARE, RAG-Fusion, Self-RAG, multi-hop traversal. These are infrastructure primitives: small, composable, unix-pipeable. Complexity emerges from scripting them together. The full technique matrix is in the docs.
Install the binary, add the marketplace, install the plugin. The infrastructure activates — graph-of-thought priming, [[WikiLink]] context injection, 25+ tools, 39 workflows, 16 roles.
# Install the binary
brew install msbrettorg/tap/maenifold
# Add the plugin marketplace and install the base plugin
claude plugin marketplace add msbrettorg/maenifold
claude plugin install maenifold@maenifold-marketplaceFull setup guide — MCP configuration, CLI examples, product team plugin.