Principles Disciple
Turn repeated Agent corrections into Owner-approved, observable, reversible behavior principles. Stop correcting the same AI behavior across sessions.
Install
openclaw plugins install clawhub:principles-discipleprinciples-disciple
Native OpenClaw plugin for Principles Disciple: an evolutionary programming agent framework with strategic guardrails and reflection loops.
Installation
npm install principles-disciple
Requires OpenClaw >=2026.4.4 as a peer dependency.
Usage
This plugin integrates with OpenClaw to provide an evolutionary programming framework. It intercepts agent operations through hooks to enforce security guardrails, track pain points, collect trajectory data, and enable deep reflection capabilities.
Slash Commands
All commands support short aliases for easier input:
| Short | Full Command | Description |
|---|---|---|
/pdi | /pd-init | Initialize workspace |
/pdb | /pd-bootstrap | Scan environment tools |
/pdr | /pd-research | Research tools and capabilities |
/pdt | /pd-thinking | Manage thinking models |
/pdh | /pd-help | Show command reference |
| Command | Description |
|---|---|
/pd-status | View evolution status |
/pd-context | Control context injection |
/pd-focus | Focus file management |
/pd-evolution-status | View evolution state |
/pd-rollback | Rollback to previous state |
/pd-export | Export trajectory/correction data |
/pd-samples | Review correction samples |
/pd-workflow-debug | Debug workflow state |
Configuration
The plugin accepts the following configuration options:
| Option | Default | Description |
|---|---|---|
language | zh | Interaction language (en or zh) |
auditLevel | medium | Security guardrail level (low, medium, high) |
riskPaths | [] | High-risk directories requiring explicit authorization |
Part of the principles monorepo
See the root README.md for the full project overview.
License
MIT License - LICENSE