The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Docker
Govern consequential AI agent actions in Docker with deterministic policy, human approval, and signed Decision Dossiers.
Install
docker run --privilegedclaude mcp add docker -- docker run --privileged{
"mcpServers": {
"docker": {
"command": "docker",
"args": [
"run",
"--privileged"
]
}
}
}Install command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →Decionis for Docker
Deterministic execution authority for AI agents and automated workflows running with Docker.
Decionis adds an explicit authority boundary between an AI agent's intent and consequential execution.
When an agent attempts a sensitive action—such as deploying infrastructure, modifying production data, publishing a package, invoking a privileged MCP tool, or performing another governed operation—Decionis evaluates the proposed action against deterministic, versioned policy before execution.
The result is an explicit decision:
PROCEED · HOLD · BLOCK
When policy requires human authority, Decionis Presence can request cryptographically verifiable human approval before execution continues.
Every governed decision can produce a signed Decision Dossier containing the policy, evidence, reason codes, evaluation metadata, and cryptographic proof behind the decision.
Why Decionis for Docker?
AI coding agents increasingly operate inside containers, development environments, CI/CD pipelines, and MCP-connected toolchains.
They can write code.
They can also:
terraform apply
npm publish
git push --force
docker run --privileged
database.drop
github.create_release
The question is no longer only:
Can the agent execute this tool?
It is:
Is the agent authorized to execute this action, under this policy, in this context, right now?
Decionis provides that authority layer.
AI Agent / Automation
│
│ proposes action
▼
┌──────────────────────┐
│ DECIONIS │
│ Execution Authority │
│ │
│ deterministic policy │
└──────────┬───────────┘
│
┌──────┼──────┐
│ │ │
PROCEED HOLD BLOCK
│ │
│ ▼
│ PRESENCE
│ Human Authority
│ │
│ verified
│ │
└──────┴───────────► Execute
│
▼
Decision Dossier
What this repository provides
decionis/docker is the open integration surface for running and experiencing Decionis in Docker-based developer environments.
The project is designed to include:
Decionis MCP Server
Run Decionis Execution Authority as a containerized MCP service for compatible agent environments and MCP clients.
Agents can request deterministic authorization before consequential tool execution and retrieve the resulting Decision Dossier.
Docker Desktop Extension
A native Docker Desktop experience for observing governed agent activity.
The extension is designed to surface:
- live execution-authority decisions
- PROCEED, HOLD, and BLOCK outcomes
- policy and reason codes
- pending Presence approvals
- policy drift and overrides
- signed Decision Dossiers
Presence approval
A HOLD decision can require human authority before an agent continues.
Presence provides action-bound human verification using supported mechanisms such as passkeys and trusted-device approval.
Agent requests production deployment
│
▼
Decionis
│
HOLD
│
▼
Presence
│
Human approval
│
▼
PROCEED
│
▼
Execute
The agent does not decide whether human approval is necessary.
Policy does.
Dev Container governance
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