Bundle catalog

frameworks bundle

Six Sigma DMAIC

A free, open-source set of 10 Markdown files that shows an AI assistant how to apply Six Sigma DMAIC to evidence, decisions, and reviewable outputs.

Use this bundle to apply Six Sigma DMAIC to a concrete question while keeping evidence, assumptions, stakeholder judgment, and review criteria visible. The page previews a framework guide, an overview, a workflow, and a template; the intended output is DMAIC project and evidence brief. Start source review with asq.org — Quality Resources / Dmaic.

Project-reviewed beta

10 Markdown files · 1,417 words · no signup · CC-BY-4.0

Inspect before downloading

See what is inside

These previews come from the published bundle files, so you can judge the method and writing before using it.

Is this bundle right for your task?

Who it is for

  • Practitioners using Six Sigma DMAIC to structure analysis, decisions, facilitation, or review
  • Teams working in Manufacturing, Healthcare, Operations

When to use it

  • A team needs to apply Six Sigma DMAIC to a concrete decision without skipping evidence, constraints, or stakeholder judgment.
  • An existing analysis needs its assumptions, reasoning, affected parties, and review criteria checked.

What you need to provide

  • The decision or question, available evidence, operating constraints, affected stakeholders, and desired outcome.
  • Existing analysis, definitions, assumptions, examples, and review criteria that the framework must reconcile.

Tasks and expected outputs

Questions it helps answer

  • Prepare a dmaic project and evidence brief without fabricating local facts.
  • Separate verified, provided, assumed, and missing evidence.
  • Produce review-ready decisions with explicit verification and approval boundaries.

What it helps produce

  • DMAIC project and evidence brief

Practical example

Use it with an agent

Load the bundle as context, provide the evidence named above, then adapt this example to your situation.

Provide the decision or question, available evidence, operating constraints, affected stakeholders, and desired outcome. Ask the agent to apply Six Sigma DMAIC and produce DMAIC project and evidence brief that shows how evidence maps to the framework, where judgment is required, and what remains unresolved. Begin with asq.org — Quality Resources / Dmaic, then confirm that the reference is current and applicable. Inspect Six Sigma DMAIC source-backed Application Framework before drafting.

Context path: bundles/frameworks/six-sigma-dmaic

What the bundle includes

Frameworks

  • source-evidence matrix
  • structured process improvement application matrix
  • qualified-review gate

Evaluations

  • Six Sigma DMAIC source verification check

Sources used to build this bundle

These are the public references behind the role definition and operating guidance. The bundle does not replace current documentation or evidence from your site.

Limitations and safe use

Do not use this for

  • Applying the framework mechanically when the decision requires missing evidence, stakeholder judgment, or qualified review.

Known limitations

  • Use the cited official or primary sources for general structured process improvement context; local facts, configuration, records, values, states, and permissions require inspected evidence.
  • Task-specific work requires current evidence for problem, scope, customer requirements, and critical-to-quality measures, process map, baseline, and operational definitions, measurement-system and data-collection evidence, analysis and root-cause evidence, improvement options, pilot design, and results, and control plan, owner, cadence, and response limits.
  • Do not infer baseline performance, measurement reliability, root cause, pilot effect, process stability, and control ownership.

Safety notes

  • Minimize personal, customer, employee, financial, credential, and other sensitive data.
  • Require explicit confirmation before changing production work, equipment, staffing, quality controls, or safety procedures, or declaring an improvement without monitored evidence.
  • Route legal, privacy, security, compliance, financial, employment, safety, and other qualified judgments to accountable reviewers.

Next step

Inspect it before relying on it

Download the bundle for use, review its source files and evidence, or read the agent guidance. If the project is useful, starring the repository helps others discover it.