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TrustPlane — EATP-powered trust environment for human-AI collaborative work

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Project description

TrustPlane

Your AI assistant does things. Can you prove it stayed within bounds?

TrustPlane is a trust environment for human-AI collaborative work. It sits between you and your AI tools, recording what happens, enforcing boundaries you set, and giving you a cryptographic audit trail you can verify independently.

Installation

pip install trust-plane

Quick Start (30 seconds)

Start with shadow mode. It watches what your AI does without blocking anything:

# Set up a project in shadow mode — observe first, enforce later
attest quickstart --project-name "My Project" --author "Your Name" \
  --domain web-app --mode shadow-first

# Work normally with your AI assistant...

# See what happened
attest shadow --report

# See what WOULD have been blocked under enforcement
attest diagnose

That's it. You now have an audit trail of AI activity with zero disruption to your workflow.

Full Setup

When you're ready to enforce constraints (not just observe), use full-governance mode:

attest quickstart --project-name "Production App" --author "DevOps Team" \
  --domain web-app --mode full-governance

This creates a project with the software constraint template applied and strict enforcement active. Actions that violate constraints will be held for human approval.

Record Decisions and Milestones

# Record a decision with reasoning
attest decide --type scope --decision "Focus on X" --rationale "Because Y"

# Record a milestone
attest milestone --version v0.1 --description "First draft" --file paper.md

# Verify the full audit trail
attest verify

# Show project status
attest status

Templates

TrustPlane ships with domain-specific constraint templates. Each configures all five constraint dimensions (operational, data access, financial, temporal, communication).

# List available templates
attest template list

# See what a template constrains
attest template describe software

# Apply a template to an existing project
attest template apply research

Available templates:

Template Domain Key Constraints
software Web apps, services Blocks production access, merge to main, CI/CD changes
data-pipeline ETL, data engineering Protects source data, blocks production pipelines
research Academic, analysis Protects raw data, requires publication review
governance Policy, compliance Protects constitutions, blocks external publication
minimal Exploration Only blocks credential file patterns

CI Integration

Add trust verification to your CI pipeline:

# .github/workflows/trust.yml
- name: Verify trust chain
  run: attest verify --dir ./trust-plane

Verification checks cryptographic chain integrity across all recorded decisions, milestones, and audit events. A broken chain means someone tampered with the audit trail.

Pre-commit Hook

Verify trust chain integrity before every commit:

# .pre-commit-config.yaml
- repo: local
  hooks:
    - id: trust-verify
      name: TrustPlane verification
      entry: attest verify
      language: system
      pass_filenames: false

As a Library

from trustplane import TrustProject, DecisionRecord, DecisionType

project = await TrustProject.create(
    trust_dir="./trust-plane",
    project_name="My Project",
    author="Jane Doe",
    constraints=["honest_limitations_required"],
)

await project.record_decision(DecisionRecord(
    decision_type=DecisionType.SCOPE,
    decision="Focus on philosophy only",
    rationale="Clean separation of concerns",
    confidence=0.9,
))

report = await project.verify()
assert report["chain_valid"] is True

License

Apache-2.0 -- Terrene Foundation

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