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‎.github/dependabot.yml‎

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# ============================================================
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# .github/dependabot.yml (Check for GitHub Actions updates)
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# ============================================================
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# SOURCE: https://github.com/denisecase/templates
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#
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# REQ.PROJECT: This repository SHOULD track GitHub Actions updates automatically.
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# WHY-FILE: GitHub Actions are executable dependencies and may receive security or behavior updates.
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# OBS: Language-level dependencies (e.g., Python packages) are upgraded manually.
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# OBS: GitHub Actions are the only dependency class automated here.
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# ALT: Dependabot could be omitted if workflows are pinned and reviewed manually.
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# CUSTOM: Update interval if CI cadence or security posture changes.
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# NOTE: This file automatically updates the versions used in Actions workflows.
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# You don't need to modify this file.
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# To disable: Delete this file or set enabled: false below.
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# enabled: false # Uncomment to disable Dependabot
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version: 2 # Dependabot configuration version
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updates:
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- package-ecosystem: "github-actions" # Dependency type
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directory: "/" # Location of GitHub Actions workflows
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schedule:
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interval: "monthly" # ALT: Use "weekly" for higher security when needed
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commit-message:
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prefix: "(deps)" # WHY: enable filtering by commit type

‎.github/workflows/ci.yml‎

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# ============================================================
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# .github/workflows/ci.yml (Continuous Integration)
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# ============================================================
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#
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# WHY-FILE: Validate repository hygiene, python, and documentation builds.
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# REQ: CI MUST NOT introduce arbitrary rules that are not reproducible locally.
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# OBS: CI validates only; it should not edit files or deploy docs.
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name: CI
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# WHY: Validate on PRs and pushes.
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# OBS: This workflow validates only.
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on:
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push:
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branches: [main] # WHY: Run when pushing to main branch.
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pull_request:
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branches: [main] # WHY: Run on pull requests targeting main branch.
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workflow_dispatch: # WHY: Allow manual triggering from Actions tab.
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permissions: # WHY: Use least privileges required.
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contents: read
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env:
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PYTHONUNBUFFERED: "1" # WHY: Real-time logging.
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PYTHONIOENCODING: "utf-8" # WHY: Ensure UTF-8 encoding for international characters.
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jobs:
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ci:
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name: CI
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runs-on: ubuntu-latest # WHY: Linux environment is standard for CI.
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timeout-minutes: 10 # WHY: Prevent hanging jobs; markdown lint completes well under this.
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steps:
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# ============================================================
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# ASSEMBLE: Get code
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# ============================================================
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- name: A1) Checkout repository code
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# WHY: Needed to access files for checks.
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uses: actions/checkout@v6
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# ============================================================
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# BASIC CHECKS: Markdown
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# ============================================================
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- name: B1) Lint markdown files
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# WHY: Enforce consistent formatting in normative schema docs and README.
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uses: DavidAnson/markdownlint-cli2-action@v23
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with:
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globs: "**/*.md"
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- name: B2) Skill check
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# WHY: Validate that SKILL.md is well-formed and meets criteria for agent use.
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uses: moonrunnerkc/skillcheck@v0.2.0
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with:
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path: SKILL.md
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min-desc-score: 60
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skip-dirname-check: true # WHY: CI clones to temp paths

‎.github/workflows/links.yml‎

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# ============================================================
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# .github/workflows/links.yml (Lychee Link Checker)
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# ============================================================
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# WHY: Calls org-level link checker; maintained centrally in adaptive-interfaces/.github.
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name: Check Links
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on:
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workflow_dispatch:
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schedule:
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- cron: "0 6 2 * *"
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permissions:
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contents: read
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issues: write
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jobs:
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links:
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uses: adaptive-interfaces/.github/.github/workflows/links.yml@main

‎CITATION.cff‎

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# ============================================================
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# CITATION.cff (How to cite this project)
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# ============================================================
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# REQ.UNIVERSAL: Professional open projects SHOULD include CITATION.cff.
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# WHY: Support correct citation and attribution.
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# ALT: Internal or private repositories may omit citation metadata.
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# CUSTOM: Update author, repository, license, and keyword fields as needed.
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# USAGE: See https://citation-file-format.github.io/ for details.
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cff-version: "1.2.0"
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type: software
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title: "Adaptive Sensor Testing: A Worked Example for Agent-Assisted Test Generation"
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date-released: "2026-04-04"
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authors:
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- family-names: Case
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given-names: Denise M.
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orcid: "https://orcid.org/0000-0001-6165-7389"
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affiliation: "Northwest Missouri State University, USA"
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repository-code: "https://github.com/adaptive-interfaces/adaptive-sensor-testing"
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url: "https://github.com/adaptive-interfaces/adaptive-sensor-testing"
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license: MIT
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abstract: |
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A complete worked example demonstrating how to structure agent context
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for domain-specific engineering work.
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Includes a simulated PTAT temperature-frequency sensor data package,
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partial test suite, ATD tool registry, AO team context, and domain context file.
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Demonstrates agent test generation and anomaly detection
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using all three adaptive-interfaces priors (ACS, ATD, AO)
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plus a domain context document.
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keywords:
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- agent engineering
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- sensor testing
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- test generation
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- anomaly detection
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- worked example
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- PTAT
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- domain context
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- AI-assisted development
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- skill specification
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message: "If using this project, please cite it as described in this file."

‎MANIFEST.toml‎

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# ============================================================
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# adaptive-sensor-testing/MANIFEST.toml
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# ============================================================
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schema = "adaptive-interfaces-manifest-1"
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schema_url = "https://github.com/adaptive-interfaces/.github/blob/main/schemas/adaptive-interfaces-manifest-1.md"
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[meta]
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framework = "Adaptive Interfaces"
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framework_url = "https://github.com/adaptive-interfaces"
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framework_note = "Provides definitions and conventions for adaptive-interfaces manifest semantics."
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description = "Declarative claim of repository intent, scope, and role."
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purpose = "To make explicit the boundaries, responsibilities, and expectations of this repository relative to others."
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[repo]
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name = "adaptive-sensor-testing"
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kind = "worked-example"
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description = "Complete worked example: a simulated PTAT sensor data codebase used to demonstrate agent test generation and anomaly detection using all three priors (ACS, ATD, AO) plus domain context."
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[layer]
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space = "Agent Engineering"
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role = "worked-example"
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[depends]
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required = [
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"adaptive-conformance-specification",
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"adaptive-tool-discovery",
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"adaptive-onboarding",
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"python>=3.14",
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"uv",
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]
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optional = [
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"pytest",
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"ruff",
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"pyright",
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]
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[provides]
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artifacts = [
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"SKILL.md",
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"MANIFEST.toml",
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"DECISIONS.md",
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"CITATION.cff",
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"LICENSE",
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"README.md",
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"src/sensor_sim/",
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"tests/",
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"data/sample_batch.csv",
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".agent/ao-config.toml",
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".agent/ao-config-python.toml",
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".agent/ao-domain.toml",
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"tools/sensor-api.toml",
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"evaluation/rubric.md",
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"evaluation/scenarios/",
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]
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[scope]
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includes = [
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"synthetic PTAT sensor data generator with injected anomalies",
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"sensor data processing functions for agent test generation",
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"partial test suite demonstrating team test conventions",
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"ao-domain.toml capturing PTAT behavior, expected ranges, anomaly definitions",
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"ATD registry for the sensor data tool surface",
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"evaluation scenarios: basic, drift detection, multi-sensor",
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"rubric for evaluating agent test generation and anomaly reporting",
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]
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excludes = [
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"production sensor hardware or firmware",
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"proprietary sensor processing pipelines",
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"real sensor data",
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"claims of physical accuracy beyond illustrative simulation",
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"model training or fine-tuning",
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]
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[citation]
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cff = "CITATION.cff"
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preferred = "repo"
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[traceability]
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identifier_map = "none"
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‎README.md‎

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# adaptive-sensor-testing
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[![CI Status](https://github.com/adaptive-interfaces/adaptive-sensor-testing/actions/workflows/ci.yml/badge.svg?branch=main)](https://github.com/adaptive-interfaces/adaptive-sensor-testing/actions/workflows/ci.yml)
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[![MIT](https://img.shields.io/badge/license-see%20LICENSE-yellow.svg)](./LICENSE)
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[![Check Links](https://github.com/adaptive-interfaces/adaptive-sensor-testing/actions/workflows/links.yml/badge.svg?branch=main)](https://github.com/adaptive-interfaces/adaptive-sensor-testing/actions/workflows/links.yml)
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[![Dependabot](https://img.shields.io/badge/Dependabot-enabled-brightgreen.svg)](https://github.com/adaptive-interfaces/adaptive-sensor-testing/security)
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> Adaptive Sensor Testing (AST)

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