The Intelligence Engine

42 Capabilities. 14 Specialists.
One Conductor.

Core is the intelligence layer that orchestrates every AI operation. It perceives, reasons, decides, acts, and records with cryptographic proof. Five phases. One OODA loop. Every cycle sealed.

quantum-pipes/core·AGENT
Running
1
PERCEIVE
Gather context, run agentic RAG
$ qp perceive --context session_a1b2c3
[agentic-rag] parallel search initiated
├─ vector_search → 12 chunks (cosine > 0.82) 34ms
├─ grep_search → 7 files matched 18ms
└─ path_search → 3 workspace entries 6ms
[re-rank] 22 → 8 selected (mmr λ=0.7)
[context] 4,291 tokens assembled ✓
OODA + Capsule Seal
cycle: 0
step:PERCEIVE
Capabilities
9
Cognitive Commands
10
Inference Capabilities
CAT Pattern

Orchestration, Not Prompting.
Conductor → Agent → Tool.

The Conductor decomposes intent into executable plans, dispatches specialist agents, and monitors every tool call through policy gates.

GOAL

"Audit this codebase for security gaps"

CONDUCTOR

Selects agents, plans execution, monitors progress

AGENTS

Auditor, Reviewer, Coder — parallel execution

TOOLS

file_read (12ms), vault_search (34ms), shell_execute (201ms)

OUTCOME

12 vulnerabilities, 3 critical, remediation ready

14 Specialists for Every Domain.
One Conductor to Rule Them.

Each role owns a distinct set of capabilities and is dispatched by the Conductor based on intent, risk level, and policy constraints.

Researcher

Broad analysis, investigation, and evidence gathering

Auditor

Compliance, risk assessment, and security audit

Writer

Documentation, content, and stakeholder communications

Deployer

Shell execution, deployment, and system remediation

Debugger

Debugging, performance analysis, and vision analysis

Curator

Criteria evaluation and system learning

Tester

Test execution and test generation

Audio

Transcription, synthesis, diarization, understanding

Coder

Code generation and technical implementation

Optimizer

Performance analysis and data optimization

Planner

Strategic, project, and resource planning

Decomposer

Task decomposition and work breakdown

Reviewer

Code review and security auditing

Architect

Strategic planning and system design

Capability Registry

43 Capabilities. 9 Domains.

Every capability is policy-gated, risk-scored, and auditable. Filter by domain to explore what Core can do.

Analysis

11

Legal, financial, market, HR, accounting, data, comparative, criteria, pattern, risk

Planning

4

Strategic, project, task decomposition, resource

Investigation

5

Research, debugging, RCA, performance, vision

Creation

5

Code generation, documentation, content, formal documents, test generation

Validation

5

Compliance check, code review, security audit, test execution, evidence collection

Communication

2

Stakeholder comms, progress reporting

Execution

2

Deployment, shell execution

Sysadmin

5

Diagnosis, learning, health check, validation, remediation

Audio

4

Transcription, synthesis, diarization, understanding

Nine Commands. 613 Cognitive Patterns.

Structured invocations that give you deterministic control over the intelligence engine. Click a command to see it execute.

quantum-pipes
/brainstorm
$ /brainstorm "Improve search relevance for legal docs"
Idea 1: Hybrid BM25 + vector with legal embeddings
Feasibility: HIGH Impact: HIGH Risk: LOW
Idea 2: Citation graph for related precedents
Feasibility: MEDIUM Impact: HIGH Risk: MEDIUM
Idea 3: Query expansion with LKIF ontology
Feasibility: HIGH Impact: MEDIUM Risk: LOW
Recommended: Idea 1 first, prototype Idea 2.
613 cognitive patterns evaluated ✓

Chain executor runs commands in sequence with context accumulation. Each step feeds into the next with vault materialization and capsule sealing between stages.

Inference Engine

Your Models. Your Choice.
Automatic Failover.

Requests fall through the cascade with circuit breaker protection. When one provider fails, the next catches it automatically.

NVIDIA NIMsEnterprise GPU

Optimized inference on NVIDIA hardware

vLLMSelf-Hosted

High-throughput serving for production

OllamaLocal

Zero config, no external calls

OpenAICloud

GPT models when cloud is permitted

AnthropicCloud

Claude models when cloud is permitted

GeminiCloud

Google models when cloud is permitted

PerplexityCloud

Web research with Sonar models

CloudflareCloud

Workers AI inference

CHATCOMPLETIONSEMBEDDINGSVISIONTRANSCRIPTIONSPEECHTOOLSREASONINGSTRUCTURED_OUTPUTWEB_SEARCH

From Question to Answer

Nine pipeline stages transform every input into a validated, extracted, and sealed response. Click any step to inspect it.

1

Preflight

Parallel chat preprocessing

Three-Tier Memory

Parallel recall across short, medium, and long-term memory layers gives agents the context they need at every timescale.

Short-term

Session

Active conversation context. OODA loop working memory. Cleared on session end.

Medium-term

Days to weeks

Cross-conversation patterns. User preferences. Project state.

Long-term

Permanent

Organization knowledge graph. Sealed capsules. Immutable audit trail.

Hybrid search (vector + BM25 + graph), capsule chain, entity extraction

Parallel recall across all tiers

Traditional AI vs Quantum Pipes Core

Traditional AI
One model, one prompt

Hope for the best, no task routing.

No orchestration

Prompt-and-pray. No planning, no policy.

No audit trail

You know what happened. Not why or who approved.

No memory

Every conversation starts from zero.

Manual tool use

Humans bridge every AI-to-action gap.

Single provider lock-in

Provider down = you're down.

Quantum Pipes Core
Infinite capabilities

Every task routes to a specialist. New ones synthesized on demand.

Specialist agents + Conductor

OODA loops, policy, parallel execution.

Every decision sealed

Trigger, reasoning, authority, execution, outcome.

Three-tier memory

Session, cross-conversation, permanent graph.

Automated tool execution

Sandboxed ISE with policy gates and kill switch.

Multi-provider cascade

8 providers, circuit breakers, automatic failover.

Built For People Who Build With AI

🤖

AI Engineers

Infinite capabilities, specialist agents, OODA loops. Build agents that actually work.

🏢

Enterprise IT

Multi-provider inference, circuit breakers, kill switch. Production-grade.

🔬

Researchers

Deep research commands, agentic RAG, knowledge graph. Hypothesis to evidence.

⚖️

Legal & Compliance

Capsule-sealed decisions, compliance export, policy enforcement.

💻

Developers

9 cognitive commands, code review, test generation. Your codebase, your terms.

📊

CTOs

Phase routing, cost guard, Joy metrics. Control the AI stack.

Deploy Intelligence That
Proves Itself.

Every capability audited. Every decision sealed. Every action traceable back to policy, intent, and evidence.

Apache 2.0 Air-Gap Ready Post-Quantum Crypto Zero Data Exfiltration