title	filetype	type	domain	version	doi	status	created	updated	author	maintainer	license	copyright	ai_assisted	ai_assistance_details	dependencies	anchors
Stamp	documentation	specification	methodology	0.1.0	10.5281/zenodo.18436622	Active	2026-01-16	2026-01-31	name email orcid Shawn C. Wright swright@waveframelabs.org https://orcid.org/0009-0006-6043-9295	name url Waveframe Labs https://waveframelabs.org	Apache-2.0	holder year Waveframe Labs 2026	partial	AI-assisted drafting and structural refinement under direct human authorship, review, and final approval.

Stamp

Stamp is a deterministic metadata validation and remediation tool for governed research artifacts.

It validates artifact metadata against a formal schema, emits structured diagnostics, proposes safe mechanical fixes, and produces human-action remediation summaries when automation ends.

Stamp is designed to be:

• schema-agnostic
• policy-neutral
• reproducible
• machine- and human-readable

It is a front door to governed research workflows — not an enforcement engine.

Stamp does not embed or assume any specific governance policy. All schemas are supplied explicitly at runtime.

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Getting Started

If you’re new to Stamp and want to understand how to install it, run it, and interpret its output, start here:

Getting Started with Waveframe-Stamp

This guide walks through installation, common workflows, and understanding the JSON output. It is written for users with no prior knowledge of Waveframe Labs or ARI.

Installation

Standard Install (Recommended)

pip install waveframe-stamp

Local Development

git clone [https://github.com/Waveframe-Labs/Waveframe-Stamp.git](https://github.com/Waveframe-Labs/Waveframe-Stamp.git)
cd Waveframe-Stamp
pip install -e .

Quick Usage

Stamp commands emit explicit JSON to stdout for deterministic tooling and automation.

Validate a single artifact:

stamp validate run artifact.md --schema ari-metadata.schema.v3.0.2.json

Validate an entire repository (or directory):

stamp validate repo . --schema ari-metadata.schema.v3.0.2.json

Note: Only artifacts that explicitly declare metadata are governed and validated. Execution traces generated via --trace-out are immutable and excluded from validation.

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Shell Compatibility

Stamp is shell-agnostic. All CLI commands emit explicit JSON and do not rely on shell-specific behavior.

• Linux / macOS: Pipe output to tools like jq if desired.
• Windows (PowerShell): Use ConvertFrom-Json | ConvertTo-Json -Depth 10.
• CI systems: Consume raw JSON directly.

No external shell tooling is required to run Stamp itself.

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What Stamp Is (and Is Not)

Stamp is

• A metadata extractor
• A schema validator
• A diagnostic normalizer (Canonical Diagnostic Objects / CDOs)
• A safe auto-fix engine (conservative by design)
• A human-action explainer (remediation summaries)

Stamp is not

• A policy engine
• A governance authority
• A content validator
• An opinionated formatter
• An enforcement mechanism (that’s CRI-CORE)

Stamp explains what is wrong, what can be fixed automatically, and what requires human judgment — nothing more, nothing less.

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High-Level Architecture

Artifact
  ↓
[ Extraction ]
  ↓
[ Schema Resolution ]
  ↓
[ Validation ]
  ↓
[ Diagnostics (CDOs) ]
  ↓
┌───────────────┬───────────────────┐
│ Auto Fix      │ Human Remediation │
│ (safe only)   │ Summary           │
└───────────────┴───────────────────┘

Each layer is deterministic and independently testable.

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Design Principles

• Determinism over convenience
• Traceability over magic
• No self-approval
• Separation of validation, fixing, and judgment
• Format-agnostic governance

Stamp should always be boring, predictable, and explainable.

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Status

Architecture stable Core contracts frozen UX and packaging hardening in progress

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Governance Semantics

Stamp distinguishes between discovered artifacts and governed artifacts.

An artifact is considered governed if and only if it explicitly declares a metadata block (YAML frontmatter or HTML-comment metadata).

During repository validation:

• files without metadata are discovered
• but are intentionally ignored
• and are not treated as failures

This is a deliberate governance boundary.

Stamp never guesses intent and never infers governance.

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Execution Traces

Stamp can emit an immutable execution trace artifact using:

--trace-out traces/stamp-validation-trace.json

Trace artifacts record:

• tool identity and version
• command executed
• schema used
• timestamps
• per-artifact validation results

Execution traces are:

• machine-validated
• immutable audit records
• intentionally excluded from metadata governance

They exist to support auditability and downstream enforcement tooling.

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License

Stamp is released under the Apache License, Version 2.0.

See the LICENSE file for the full text.

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Citation

If you use Stamp in academic work, tooling research, or technical documentation, please cite it as follows.

BibTeX

@software{stamp_2026,
  title        = {Stamp: A Schema-Agnostic Structural Diagnostics Engine},
  author       = {Wright, Shawn C.},
  orcid        = {0009-0006-6043-9295},
  year         = {2026},
  version      = {0.1.1},
  publisher    = {Waveframe Labs},
  url          = {https://github.com/Waveframe-Labs/Waveframe-Stamp},
  doi          = {10.5281/zenodo.18436622}
}  

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_{© 2026 Waveframe Labs}