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DocOps Architecture
Portfolio sample. Demonstrates automated documentation scoring pipelines, multi-agent editorial evaluation rubrics, linter rules, and API publishing workflows across a 1,900+ article enterprise knowledge base.

Enterprise DocOps Governance & Multi-Agent Scoring Framework

Architecture Overview: An automated Docs-as-Code pipeline utilizing Claude API multi-agent orchestration, CLI tooling, and Document360 API integrations to enforce editorial quality, system variable verification, and security compliance across 1,900+ knowledge base articles.

1. The 5-Dimension Editorial Quality Rubric

DimensionWeightEvaluation CriteriaDisqualifying Anti-Patterns
1. Voice & Syntax25 ptsSecond-person, active voice, present tense. Specific UI verbs ("Go to", "select").Passive voice, hedging ("You may want to"), polite filler.
2. Procedural Integrity25 ptsStrict Step/Result pattern. Exactly one user action per numbered step.Multi-action compound steps, missing system verification.
3. Structural Hierarchy20 ptsSingle H1 title, H2 major sections. H4 reserved for system variables.H3 used for primary sections, horizontal rules.
4. Technical Accuracy20 ptsField/Value tables populated for every system variable. Live verification.Blank table cells, undocumented feature toggles.
5. Security & Hygiene10 ptsAutomated regex scans for credentials, API tokens, internal URLs.Hardcoded credentials, internal test patient PII.