Data-layer swarm · Brand-Spec-Authoring Agent · Structured-spec-authoring skill · Build pillar · Published August 1, 2026

How to build machine-readable structured brand-spec authoring for multi-location operators

This guide explains how to architect the structured-spec-authoring skill on the brand-spec-authoring agent end-to-end at multi-location machine-readable brand-spec authoring scale: per-portfolio per-banner per-canonical-spec-section-pointer + per-canonical-schema + per-canonical-authoring-engine-spec + per-canonical-versioning-spec + per-canonical-compliance-gate-spec + per-canonical-consumer-routing-spec + per-canonical-audit-trail + per-portfolio-audit-trail.

Engage the brand-spec-authoring agent See the 32-agent swarm

What you will build

Per-portfolio per-banner per-canonical-spec-section-pointer across 50+ spec section types — tone of voice + vocabulary + cadence + syntactic fingerprint + emotional register + forbidden/required phrase lists + claim allowlist + evidence chain + 24 FTC/FDA/USDA/state regulator templates + 12 paid-platform Ad Policy templates + brand asset canonical name + trademark + product naming + imagery + color palette + typography + iconography + audio music + VO cast + DEI.
Per-canonical-schema + per-canonical-authoring-engine-spec — per-JSON-schema-2020-12 + per-Pydantic-model + per-Zod-schema + per-Protobuf-message + per-OpenAPI-3.1-component + per-AsyncAPI-schema + per-Avro-schema + per-XML-XSD + per-RDF-OWL-ontology + per-Schema.org-mapping + per-JSON-LD-mapping + per-Markdown-HTML-Slack-Notion-rendering + per-WYSIWYG-editor (Notion + Sanity-Studio + Contentful + Strapi + Payload + Builder.io + Storyblok) + per-Git-backed-source-of-record (GitHub + GitLab + Bitbucket + Azure-DevOps + Gitea) + per-AI-co-authoring + per-template-library + per-RAG-retrieval (14 vector stores including all paid-platform Ad Policy stores) + per-8-import-source.
Per-canonical-versioning-spec — per-semantic-version-major-minor-patch + per-Git-commit-SHA + per-PR-style-review + per-9-role-multi-stakeholder-approval + per-shadow-mode + per-6-stage-canary-rollout + per-rollback + per-deprecation-countdown + per-changelog-CHANGELOG.md-RSS-webhook-Slack-bot-email-digest-AsyncAPI-event + per-diff-explainer (AI-summarized + section-by-section + cross-spec impact analysis) + per-versioning-confidence-tier + per-versioning-explainability.
Per-canonical-compliance-gate-spec + per-canonical-consumer-routing-spec — per-FTC-substantiation-doctrine + per-FTC-MARS + per-FTC-AI-disclosure + per-FTC-endorsement-guides + per-FTC-Made-in-USA + per-FTC-Green-Guides + per-FTC-Health-Products-Compliance-Guide + per-FTC-Negative-Option-ROSCA + per-FTC-MAP + per-CFPB-UDAAP + per-FDA-21-CFR-Part-101-Part-202 + per-FDA-DSHEA + per-FDA-medical-device + per-FDA-cosmetic + per-USDA-Organic + per-NAD-NARB + per-state-baby-food + per-state-recreational-cannabis + per-state-ABC-alcohol + per-DEA + per-ATF + per-CPSC-CPSIA + per-EPA-FIFRA + per-Prop-65 + per-export-control-EAR-ITAR-OFAC + per-FDD-Item-12-Item-17-Item-19 + per-FINRA-2210 + per-SEC-Reg-S-K + per-SOX-Section-302 + per-SOX-Section-404 + per-HIPAA + per-Lanham + per-state-UDTPA + per-state-FRR + per-Robinson-Patman + per-WCAG-2.2-AA + per-Section-508 + per-ADA-Title-III + per-CCPA-CPRA + per-GDPR + per-LGPD + per-DPDP + per-PIPEDA + per-CASL + per-COPPA + per-EU-AI-Act-Article-50 + per-EU-AI-Act-Article-13-Article-14-Article-15 + per-NIST-AI-RMF + per-ISO-42001 + per-OPA-Cedar-Casbin-Cerbos-Oso-policy-as-code + per-REST + per-GraphQL + per-gRPC + per-Server-Sent-Events + per-WebSocket + per-AsyncAPI + per-8-language-agent-SDK (Python + TypeScript + Go + Rust + Java + Kotlin + Swift + C-Sharp) + per-MCP-tool-spec + per-OAuth-2.0 + per-API-key + per-JWT + per-mTLS + per-OPA-authorization + per-rate-limit + per-payload-shape + per-versioning-routing-stable-vs-canary + per-deprecation-routing + per-API-SLA + per-20-AI-agent-consumer-pointer.
Per-canonical-cross-skill-handoff + per-canonical-audit-trail — per-handoff-to-28-sibling-skills + per-per-spec-canonical-audit-record + per-SOC-2-Type-II + per-immutable-WORM-storage + per-7-year-IRS-tax-retention + per-7-year-FTC-substantiation-retention + per-7-year-FDD-retention.

Why per-vendor-Acrolinx-account-flat-PDF-style-guide breaks at multi-location machine-readable brand-spec authoring scale

At 1-account-1-flat-PDF-style-guide scale per-account per-flat-PDF-style-guide primitive is enough. At multi-location machine-readable brand-spec authoring scale per-canonical-spec-section-pointer + per-canonical-schema + per-canonical-authoring-engine-spec + per-canonical-versioning-spec + per-canonical-compliance-gate-spec + per-canonical-consumer-routing-spec + per-canonical-audit-trail.

Per-account-flat-PDF-style-guide + per-spec-section-pointer-blind + per-schema-blind + per-authoring-engine-blind + per-versioning-blind + per-PR-style-review-blind + per-multi-stakeholder-approval-blind + per-compliance-gate-blind + per-consumer-routing-blind + per-multi-format-audit-trail-blind + per-FTC-substantiation-doctrine-blind + per-FTC-MARS-blind + per-FTC-AI-disclosure-blind + per-FTC-endorsement-guides-blind + per-FTC-Made-in-USA-blind + per-FTC-Negative-Option-ROSCA-blind + per-FTC-MAP-blind + per-CFPB-UDAAP-blind + per-FDA-21-CFR-Part-101-Part-202-blind + per-FDA-DSHEA-blind + per-USDA-Organic-blind + per-NAD-NARB-blind + per-DEA-blind + per-CPSC-CPSIA-blind + per-EPA-FIFRA-blind + per-Prop-65-blind + per-FDD-Item-12-Item-17-Item-19-blind + per-FINRA-2210-blind + per-SEC-Reg-S-K-blind + per-SOX-Section-302-Section-404-blind + per-HIPAA-blind + per-Lanham-blind + per-state-FRR-blind + per-Robinson-Patman-blind + per-WCAG-2.2-AA-blind + per-EU-AI-Act-Article-50-blind + per-EU-AI-Act-Article-13-Article-14-Article-15-blind + per-NIST-AI-RMF-blind + per-ISO-42001-blind + per-7-year-IRS-tax-retention-blind + per-7-year-FTC-substantiation-retention-blind + per-7-year-FDD-retention-blind.

The operator-side architecture above per-vendor-flat-PDF-style-guide primitive is canonical-spec-section-pointer + per-schema + per-authoring-engine-spec + per-versioning-spec + per-compliance-gate-spec + per-consumer-routing-spec + per-cross-skill-handoff + per-audit-trail + per-portfolio-audit-trail.

What is in market today

Per-platform per-brand-voice-style-guide-vendor

Acrolinx, Writer.com, Grammarly Business, Microsoft Editor, Hemingway Editor, ProWritingAid, Stylus, LanguageTool. Per-account per-flat-PDF-style-guide primitive. Per-canonical-spec-section-pointer-canonical-schema-canonical-authoring-engine-canonical-versioning-canonical-compliance-gate-canonical-consumer-routing-canonical-audit-trail is not the primitive.

Per-platform per-brand-asset-DAM-vendor

Brandfolder, Frontify, Bynder, Brandkit, Lingo, StyleSheet, Linguamatics, Wedia, Cloudinary, MediaValet, Widen Collective, Aprimo DAM. Per-account per-flat-brand-asset-bundle primitive (typically blind to per-spec JSON-schema/Pydantic/Zod/Protobuf machine-readable semantics). Per-canonical-per-spec-JSON-schema-2020-12-canonical-per-spec-Pydantic-model-canonical-per-spec-Zod-schema-canonical-per-spec-Protobuf-message-canonical-per-spec-OpenAPI-3.1-component-canonical-per-spec-AsyncAPI-schema-canonical-per-spec-Avro-schema-canonical-per-spec-XML-schema-XSD-canonical-per-spec-RDF-OWL-ontology-canonical-per-spec-Schema.org-mapping-canonical-per-spec-JSON-LD-mapping-canonical-per-spec-Markdown-rendering-canonical-per-spec-HTML-rendering-canonical-per-spec-Slack-Card-rendering-canonical-per-spec-Notion-block-rendering is not the primitive.

Per-platform per-CMS-headless-vendor

Notion, Sanity Studio, Contentful Composable, Strapi, Payload, Builder.io, Storyblok, Hygraph, GraphCMS, Prismic, Kentico, Sitecore, Adobe Experience Manager, Confluence, Google Docs, Adobe Workfront. Per-account per-flat-content-block primitive (typically blind to per-spec semantic versioning + PR-style review + multi-stakeholder approval semantics). Per-canonical-per-spec-semantic-version-major-minor-patch-canonical-per-spec-Git-commit-SHA-canonical-per-spec-PR-style-review-canonical-per-spec-multi-stakeholder-approval-canonical-per-spec-shadow-mode-canonical-per-spec-canary-rollout-canonical-per-spec-rollback-canonical-per-spec-deprecation-countdown-canonical-per-spec-changelog-canonical-per-spec-diff-explainer is not the primitive.

Per-platform per-OpenAPI-AsyncAPI-spec-vendor

SwaggerHub, Stoplight, Postman, Apicurio, Buf, Apollo Studio, ReadMe, Redocly, Theneo, Speakeasy. Per-account per-flat-OpenAPI-or-AsyncAPI primitive (typically blind to per-spec brand voice + claim allowlist + FTC substantiation + EU AI Act Article 50 + 18-jurisdiction compliance semantics for brand-spec authoring). Per-canonical-per-spec-REST-API-canonical-per-spec-GraphQL-API-canonical-per-spec-gRPC-API-canonical-per-spec-Server-Sent-Events-stream-canonical-per-spec-WebSocket-stream-canonical-per-spec-AsyncAPI-event-stream-canonical-per-spec-agent-SDK-binding-canonical-per-spec-MCP-tool-spec-canonical-per-spec-OAuth-2.0-canonical-per-spec-API-key-canonical-per-spec-JWT-canonical-per-spec-mTLS-canonical-per-spec-OPA-policy-as-code-authorization-canonical-per-spec-rate-limit-canonical-per-spec-payload-shape-canonical-per-spec-versioning-routing-stable-vs-canary-canonical-per-spec-deprecation-routing-canonical-per-spec-API-SLA-canonical-per-spec-AI-agent-consumer-pointer is not the primitive.

How the architecture is built

Per-portfolio per-banner per-canonical-spec-section-pointer-substrate. Per-50-plus-canonical-spec-section canonical-section.
Per-portfolio per-canonical-schema. Per-JSON-schema-2020-12 + per-Pydantic-model + per-Zod-schema + per-Protobuf-message + per-OpenAPI-3.1-component + per-AsyncAPI-schema + per-Avro-schema + per-XML-XSD + per-RDF-OWL-ontology + per-Schema.org-mapping + per-JSON-LD-mapping + per-Markdown-HTML-Slack-Notion-rendering + per-cross-section-reference-validation + per-circular-reference-detection + per-schema-confidence-tier canonical-schema.
Per-portfolio per-canonical-authoring-engine-spec. Per-WYSIWYG-editor + per-Git-backed-source-of-record + per-AI-co-authoring + per-template-library + per-RAG-retrieval + per-8-import-source + per-authoring-confidence-tier canonical-authoring.
Per-portfolio per-canonical-versioning-spec. Per-semantic-version-major-minor-patch + per-Git-commit-SHA + per-PR-style-review + per-9-role-multi-stakeholder-approval + per-shadow-mode + per-6-stage-canary-rollout + per-rollback + per-deprecation-countdown + per-changelog (CHANGELOG.md + RSS + webhook + Slack-bot + email-digest + AsyncAPI-event) + per-diff-explainer canonical-versioning.
Per-portfolio per-canonical-compliance-gate-spec. Per-FTC-substantiation + per-FTC-MARS + per-FTC-AI-disclosure + per-FTC-endorsement-guides + per-FTC-Made-in-USA + per-FTC-Green-Guides + per-FTC-Health-Products-Compliance-Guide + per-FTC-Negative-Option-ROSCA + per-FTC-MAP + per-CFPB-UDAAP + per-FDA-21-CFR-Part-101-Part-202 + per-FDA-DSHEA + per-FDA-medical-device + per-FDA-cosmetic + per-USDA-Organic + per-NAD-NARB + per-state-baby-food + per-state-recreational-cannabis + per-state-ABC-alcohol + per-DEA + per-ATF + per-CPSC-CPSIA + per-EPA-FIFRA + per-Prop-65 + per-export-control-EAR-ITAR-OFAC + per-FDD-Item-12-Item-17-Item-19 + per-FINRA-2210 + per-SEC-Reg-S-K + per-SOX-Section-302 + per-SOX-Section-404 + per-HIPAA + per-Lanham + per-state-UDTPA + per-state-FRR + per-Robinson-Patman + per-WCAG-2.2-AA + per-Section-508 + per-ADA-Title-III + per-CCPA-CPRA + per-GDPR + per-LGPD + per-DPDP + per-PIPEDA + per-CASL + per-COPPA + per-EU-AI-Act-Article-50 + per-EU-AI-Act-Article-13-Article-14-Article-15 + per-NIST-AI-RMF + per-ISO-42001 + per-OPA-Cedar-Casbin-Cerbos-Oso-policy-as-code canonical-compliance.
Per-portfolio per-canonical-consumer-routing-spec. Per-REST + per-GraphQL + per-gRPC + per-Server-Sent-Events + per-WebSocket + per-AsyncAPI + per-8-language-agent-SDK + per-MCP-tool-spec + per-OAuth-2.0 + per-API-key + per-JWT + per-mTLS + per-OPA-authorization + per-rate-limit + per-payload-shape + per-versioning-routing-stable-vs-canary + per-deprecation-routing + per-API-SLA + per-20-AI-agent-consumer-pointer canonical-consumer-routing.
Per-portfolio per-canonical-cross-skill-handoff. Per-handoff-to-28-sibling-skills canonical-handoff.
Per-portfolio per-canonical-audit-trail + per-portfolio-audit-trail. Per-per-spec-canonical-audit-record + per-FTC-substantiation + per-FTC-MARS + per-FTC-AI-disclosure + per-FTC-endorsement-guides + per-FTC-Made-in-USA + per-FTC-Negative-Option-ROSCA + per-FTC-MAP + per-CFPB-UDAAP + per-FDA-21-CFR-Part-101-Part-202 + per-FDA-DSHEA + per-USDA-Organic + per-NAD-NARB + per-state-recreational-cannabis + per-DEA + per-CPSC-CPSIA + per-EPA-FIFRA + per-Prop-65 + per-export-control-EAR-ITAR-OFAC + per-FDD-Item-12-Item-17-Item-19 + per-FINRA-2210 + per-SEC-Reg-S-K + per-SOX-Section-302-Section-404 + per-HIPAA + per-Lanham + per-state-FRR + per-Robinson-Patman + per-WCAG-2.2-AA-Section-508-ADA-Title-III + per-CCPA-CPRA-DSAR + per-GDPR-DPIA + per-LGPD-ANPD + per-DPDP-India + per-PIPEDA-OPC + per-CASL-CRTC + per-COPPA + per-EU-AI-Act-Article-50 + per-EU-AI-Act-Article-13-Article-14-Article-15 + per-NIST-AI-RMF + per-ISO-42001 + per-SOC-2-Type-II + per-immutable-WORM + per-7-year-IRS-tax-retention + per-7-year-FTC-substantiation-retention + per-7-year-FDD-retention canonical-audit.
Per-portfolio per-brand-spec-authoring-agent-canonical-bundle. Per-structured-spec-authoring + per-voice-attribute-extraction + per-claims-allowlist-substantiation + per-forbidden-phrase-library + per-brand-voice-management + per-brand-voice-drift-monitoring + per-brand-voice-guidelines + per-claims-substantiation canonical-bundle.
Per-portfolio per-canonical-end-to-end-SLA. Per-per-spec-section-resolve-to-schema-validate-to-authoring-engine-resolve-to-versioning-resolve-to-compliance-gate-to-multi-stakeholder-approval-to-canary-rollout-to-consumer-routing-resolve-to-FBC-SLA canonical-end-to-end-SLA.
Per-portfolio per-canonical-end-to-end-replay. Per-authoring-rewind + per-versioning-rollback + per-canary-rollout-rewind + per-multi-stakeholder-approval-rewind + per-consumer-routing-rewind + per-replay-confidence-tier + per-replay-explainability canonical-replay.

Frequently asked questions

What is machine-readable structured brand-spec authoring for multi-location operators?

Machine-readable structured brand-spec authoring runs per-portfolio per-banner per-canonical-spec-section-pointer (per-tone-of-voice-spec + per-vocabulary-spec + per-cadence-spec + per-syntactic-fingerprint-spec + per-emotional-register-spec + per-forbidden-phrase-list-spec + per-required-phrase-list-spec + per-claim-allowlist-spec + per-evidence-chain-spec + per-FTC-AI-disclosure-template-spec + per-FTC-substantiation-doctrine-spec + per-FTC-MARS-spec + per-FTC-endorsement-guides-spec + per-FTC-Made-in-USA-spec + per-FTC-Negative-Option-ROSCA-spec + per-FTC-MAP-spec + per-CFPB-UDAAP-spec + per-FDA-21-CFR-Part-101-spec + per-FDA-DSHEA-spec + per-FDA-medical-device-spec + per-FDA-cosmetic-spec + per-USDA-Organic-spec + per-NAD-NARB-spec + per-FDD-Item-12-Item-17-Item-19-spec + per-FINRA-2210-spec + per-SEC-Reg-S-K-spec + per-HIPAA-spec + per-Lanham-Act-spec + per-state-FRR-spec + per-Robinson-Patman-spec + per-WCAG-2.2-AA-spec + per-Section-508-spec + per-ADA-Title-III-spec + per-CCPA-CPRA-CPRA-spec + per-GDPR-spec + per-LGPD-spec + per-DPDP-spec + per-PIPEDA-spec + per-CASL-spec + per-COPPA-spec + per-EU-AI-Act-Article-50-spec + per-EU-AI-Act-Article-13-Article-14-Article-15-spec + per-NIST-AI-RMF-spec + per-ISO-42001-spec + per-Meta-TikTok-Snap-Pinterest-Reddit-LinkedIn-YouTube-Twitter-X-Google-Microsoft-Amazon-Walmart-Connect-Ad-Policy-spec + per-Google-Search-Quality-EEAT-helpful-content-spec + per-brand-asset-canonical-name-spec + per-trademark-spec + per-product-naming-spec + per-imagery-spec + per-color-palette-spec + per-typography-spec + per-iconography-spec + per-audio-music-spec + per-VO-cast-spec + per-DEI-spec + per-canonical-spec-section) + per-canonical-schema + per-canonical-authoring-engine-spec + per-canonical-versioning-spec + per-canonical-compliance-gate-spec + per-canonical-consumer-routing-spec + per-canonical-audit-trail + per-portfolio-audit-trail.

Why does per-vendor-Acrolinx-canonical-account-flat-PDF-style-guide break at multi-location machine-readable brand-spec authoring scale?

Per-vendor-Acrolinx-canonical-account-flat-PDF-style-guide ships per-account per-flat-PDF-style-guide primitive — typically a free-text style guide bundled as PDF or a single tone slider plus a custom rule list authored in a UI. No per-spec machine-readable schema, no per-spec authoring engine with structured DSL + JSON-schema + Protobuf + Pydantic + Zod backing, no per-spec semantic versioning + PR-style review + multi-stakeholder approval, no per-spec consumer routing API + agent SDK bindings, no per-spec audit trail with regulatory-defense retention. Per-vendor-Writer.com + Grammarly-Business + Microsoft-Editor + Brandfolder + Frontify + Bynder + Brandkit + Lingo + StyleSheet + Linguamatics + Jasper + Frase + Anyword + Persado + Notion + Confluence + Google-Docs + Adobe-Workfront-canonical-account-flat-PDF-style-guide ship per-vendor per-native account-flat-PDF-style-guide primitives. At 1-account-1-flat-PDF-style-guide scale per-account per-flat-PDF-style-guide primitive is enough. At multi-location machine-readable brand-spec authoring scale per-canonical-spec-section-pointer + per-canonical-schema + per-canonical-authoring-engine-spec + per-canonical-versioning-spec + per-canonical-compliance-gate-spec + per-canonical-consumer-routing-spec + per-canonical-audit-trail.

How does per-spec schema + per-spec authoring-engine work?

Per-portfolio per-banner per-canonical-schema runs per-portfolio per-canonical-per-spec-JSON-schema-2020-12 + per-canonical-per-spec-Pydantic-model + per-canonical-per-spec-Zod-schema + per-canonical-per-spec-Protobuf-message + per-canonical-per-spec-OpenAPI-3.1-component + per-canonical-per-spec-AsyncAPI-schema + per-canonical-per-spec-Avro-schema + per-canonical-per-spec-XML-schema-XSD + per-canonical-per-spec-RDF-OWL-ontology + per-canonical-per-spec-Schema.org-mapping + per-canonical-per-spec-JSON-LD-mapping + per-canonical-per-spec-Markdown-rendering + per-canonical-per-spec-HTML-rendering + per-canonical-per-spec-Slack-Card-rendering + per-canonical-per-spec-Notion-block-rendering + per-canonical-per-spec-schema-validation-rule + per-canonical-per-spec-cross-section-reference-validation + per-canonical-per-spec-circular-reference-detection + per-canonical-per-spec-schema-confidence-tier + per-canonical-per-spec-schema-explainability. Per-canonical-authoring-engine-spec runs per-portfolio per-canonical-per-spec-WYSIWYG-editor (per-Notion + per-Sanity-Studio + per-Contentful-Composable + per-Strapi + per-Payload + per-Builder.io + per-Storyblok) + per-canonical-per-spec-Git-backed-source-of-record (per-GitHub + per-GitLab + per-Bitbucket + per-Azure-DevOps + per-Gitea) + per-canonical-per-spec-AI-co-authoring (per-GPT-4o + per-Claude + per-Gemini-Pro + per-Mistral + per-Cohere + per-multi-LLM-ensemble + per-LLM-self-consistency + per-LLM-chain-of-thought) + per-canonical-per-spec-template-library (per-Jinja2 + per-Handlebars + per-Liquid + per-Mustache + per-Outlines + per-Guidance + per-LMQL + per-SGLang) + per-canonical-per-spec-RAG-retrieval (per-Pinecone + per-Weaviate + per-Qdrant + per-Milvus + per-Chroma + per-pgvector + per-master-record-vector-store + per-existing-corpus-vector-store + per-FDD-Item-19-FPR-vector-store + per-FINRA-2210-vector-store + per-Google-Ads-Policy-vector-store + per-Microsoft-Advertising-Policy-vector-store + per-Meta-Ad-Policy-vector-store + per-TikTok-Ad-Policy-vector-store + per-Snap-Ad-Policy-vector-store + per-Pinterest-Ad-Policy-vector-store + per-Reddit-Ad-Policy-vector-store + per-LinkedIn-Ad-Policy-vector-store + per-YouTube-Ad-Policy-vector-store + per-Twitter-X-Ad-Policy-vector-store + per-Amazon-Marketplace-Policy-vector-store + per-Walmart-Connect-Policy-vector-store) + per-canonical-per-spec-import-from-existing-corpus + per-canonical-per-spec-import-from-PDF-OCR + per-canonical-per-spec-import-from-Word-DOCX + per-canonical-per-spec-import-from-Google-Doc + per-canonical-per-spec-import-from-Notion-page + per-canonical-per-spec-import-from-Confluence-page + per-canonical-per-spec-import-from-website-crawl + per-canonical-per-spec-import-from-style-guide-bundle + per-canonical-per-spec-authoring-confidence-tier + per-canonical-per-spec-authoring-explainability.

What does per-spec versioning + per-spec compliance-gate work?

Per-portfolio per-banner per-canonical-versioning-spec runs per-portfolio per-canonical-per-spec-semantic-version-major-minor-patch + per-canonical-per-spec-Git-commit-SHA + per-canonical-per-spec-PR-style-review (per-pull-request + per-merge-request + per-branch-protection + per-required-approver-list + per-CODEOWNERS-file + per-status-check-required) + per-canonical-per-spec-multi-stakeholder-approval (per-brand-lead + per-legal + per-compliance + per-franchise-owner + per-DMO-director + per-CMO + per-fractional-CMO + per-general-counsel + per-outside-counsel) + per-canonical-per-spec-shadow-mode + per-canonical-per-spec-canary-rollout (per-1-pct + per-5-pct + per-10-pct + per-25-pct + per-50-pct + per-100-pct) + per-canonical-per-spec-rollback + per-canonical-per-spec-deprecation-countdown + per-canonical-per-spec-changelog (per-CHANGELOG.md + per-RSS + per-webhook-emit + per-Slack-bot-emit + per-email-digest-emit + per-AsyncAPI-event-emit) + per-canonical-per-spec-diff-explainer (per-AI-summarized-diff + per-section-by-section-diff + per-cross-spec-impact-analysis) + per-canonical-per-spec-versioning-confidence-tier + per-canonical-per-spec-versioning-explainability. Per-canonical-compliance-gate-spec runs per-portfolio per-canonical-per-spec-FTC-substantiation-doctrine + per-canonical-per-spec-FTC-MARS + per-canonical-per-spec-FTC-AI-disclosure + per-canonical-per-spec-FTC-endorsement-guides + per-canonical-per-spec-FTC-Made-in-USA + per-canonical-per-spec-FTC-Green-Guides + per-canonical-per-spec-FTC-Health-Products-Compliance-Guide + per-canonical-per-spec-FTC-Negative-Option-ROSCA + per-canonical-per-spec-FTC-MAP + per-canonical-per-spec-CFPB-UDAAP + per-canonical-per-spec-FDA-21-CFR-Part-101-Part-202 + per-canonical-per-spec-FDA-DSHEA + per-canonical-per-spec-FDA-medical-device + per-canonical-per-spec-FDA-cosmetic + per-canonical-per-spec-USDA-Organic + per-canonical-per-spec-NAD-NARB + per-canonical-per-spec-state-baby-food + per-canonical-per-spec-state-recreational-cannabis + per-canonical-per-spec-state-ABC-alcohol + per-canonical-per-spec-DEA + per-canonical-per-spec-ATF + per-canonical-per-spec-CPSC-CPSIA + per-canonical-per-spec-EPA-FIFRA + per-canonical-per-spec-Prop-65 + per-canonical-per-spec-export-control-EAR-ITAR-OFAC + per-canonical-per-spec-FDD-Item-12-Item-17-Item-19 + per-canonical-per-spec-FINRA-2210 + per-canonical-per-spec-SEC-Reg-S-K + per-canonical-per-spec-SOX-Section-302-CEO-CFO-certification + per-canonical-per-spec-SOX-Section-404 + per-canonical-per-spec-HIPAA + per-canonical-per-spec-Lanham-Act + per-canonical-per-spec-state-UDTPA + per-canonical-per-spec-state-FRR + per-canonical-per-spec-Robinson-Patman + per-canonical-per-spec-WCAG-2.2-AA + per-canonical-per-spec-Section-508 + per-canonical-per-spec-ADA-Title-III + per-canonical-per-spec-CCPA-CPRA + per-canonical-per-spec-GDPR + per-canonical-per-spec-LGPD + per-canonical-per-spec-DPDP + per-canonical-per-spec-PIPEDA + per-canonical-per-spec-CASL + per-canonical-per-spec-COPPA + per-canonical-per-spec-EU-AI-Act-Article-50 + per-canonical-per-spec-EU-AI-Act-Article-13-Article-14-Article-15 + per-canonical-per-spec-NIST-AI-RMF + per-canonical-per-spec-ISO-42001 + per-canonical-per-spec-OPA-Rego-AWS-Cedar-Casbin-Cerbos-Oso-policy-as-code + per-canonical-per-spec-compliance-confidence-tier + per-canonical-per-spec-compliance-explainability.

What does per-spec consumer-routing + per-spec cross-skill-handoff do?

Per-portfolio per-spec per-canonical-consumer-routing-spec runs per-portfolio per-canonical-per-spec-REST-API + per-canonical-per-spec-GraphQL-API + per-canonical-per-spec-gRPC-API + per-canonical-per-spec-Server-Sent-Events-stream + per-canonical-per-spec-WebSocket-stream + per-canonical-per-spec-AsyncAPI-event-stream + per-canonical-per-spec-agent-SDK-binding (per-Python + per-TypeScript + per-Go + per-Rust + per-Java + per-Kotlin + per-Swift + per-C-Sharp) + per-canonical-per-spec-MCP-tool-spec (Model Context Protocol) + per-canonical-per-spec-OAuth-2.0 + per-canonical-per-spec-API-key + per-canonical-per-spec-JWT + per-canonical-per-spec-mTLS + per-canonical-per-spec-OPA-policy-as-code-authorization + per-canonical-per-spec-rate-limit + per-canonical-per-spec-payload-shape + per-canonical-per-spec-versioning-routing-stable-vs-canary + per-canonical-per-spec-deprecation-routing + per-canonical-per-spec-API-SLA + per-canonical-per-spec-AI-agent-consumer-pointer (per-claims-allowlist-substantiation + per-forbidden-phrase-library + per-voice-attribute-extraction + per-brand-voice-management + per-brand-voice-drift-monitoring + per-claims-substantiation + per-multi-location-ad-copy-swarm + per-ad-copy-extension-drafting + per-keyword-negative-keyword-library + per-per-location-ppc-bid-and-budget-management + per-generative-creative-production + per-per-channel-product-description-orchestration + per-per-location-review-response-drafting + per-auto-publish-gating + per-five-destination-routing + per-borderline-routing + per-fbc-override-learning + per-routing-audit-trail + per-versioned-history-regulatory-defense + per-per-vertical-compliance-overlay). Per-canonical-per-spec-cross-skill-handoff runs per-portfolio per-canonical-per-spec-handoff-to-brand-voice-guidelines (parent commercial pillar at /brand-voice-guidelines) + per-canonical-per-spec-handoff-to-brand-spec-authoring (parent agent) + per-canonical-per-spec-handoff-to-brand-voice-management (sibling commercial at /brand-voice-management) + per-canonical-per-spec-handoff-to-forbidden-phrase-library (sibling commercial at /forbidden-phrase-library) + per-canonical-per-spec-handoff-to-voice-attribute-extraction (sibling commercial at /voice-attribute-extraction) + per-canonical-per-spec-handoff-to-brand-voice-drift-monitoring (sibling commercial at /brand-voice-drift-monitoring) + per-canonical-per-spec-handoff-to-claims-substantiation (sibling commercial at /claims-substantiation) + per-canonical-per-spec-handoff-to-claims-allowlist-substantiation-build-pillar (sibling build-pillar at /how-to-build-claims-allowlist-substantiation-for-ai-generated-marketing) + per-canonical-per-spec-handoff-to-llm-extracted-brand-voice-templates-build-pillar (sibling build-pillar at /how-to-build-llm-extracted-brand-voice-templates-from-existing-content) + per-canonical-per-spec-handoff-to-multi-brand-forbidden-phrase-library-build-pillar (sibling build-pillar at /how-to-build-multi-brand-forbidden-phrase-library-for-ai-output-gating) + per-canonical-per-spec-handoff-to-pr-style-brand-spec-versioning-build-pillar (sibling build-pillar at /how-to-build-pr-style-brand-spec-versioning) + per-canonical-per-spec-handoff-to-five-destination-routing-build-pillar (sibling build-pillar at /how-to-build-five-destination-routing-for-ai-decision-approval) + per-canonical-per-spec-handoff-to-borderline-routing-build-pillar (sibling build-pillar at /how-to-build-borderline-routing-for-ai-outputs) + per-canonical-per-spec-handoff-to-fbc-override-learning-build-pillar (sibling build-pillar at /how-to-build-override-learning-ai-guardrails-for-multi-location-agents) + per-canonical-per-spec-handoff-to-routing-audit-trail-build-pillar (sibling build-pillar at /how-to-build-routing-audit-trails-for-ai-output-governance) + per-canonical-per-spec-handoff-to-versioned-history-regulatory-defense-build-pillar (sibling build-pillar at /how-to-build-versioned-history-regulatory-defense-for-multi-location-operators) + per-canonical-per-spec-handoff-to-per-vertical-compliance-overlay-build-pillar (sibling build-pillar at /how-to-build-per-vertical-compliance-overlay) + per-canonical-per-spec-handoff-to-marketing-compliance-overlay-build-pillar (sibling build-pillar at /how-to-build-marketing-compliance-overlay-for-regulated-industries) + per-canonical-per-spec-handoff-to-multi-location-ad-copy-swarm-build-pillar (sibling build-pillar at /how-to-build-multi-location-ad-copy-swarm) + per-canonical-per-spec-handoff-to-ad-copy-extension-drafting-build-pillar (sibling build-pillar at /how-to-build-multi-location-compliant-rsa-drafting-for-franchise-sem) + per-canonical-per-spec-handoff-to-generative-creative-production-build-pillar (sibling build-pillar at /how-to-build-generative-creative-production-at-multi-location-scale) + per-canonical-per-spec-handoff-to-per-channel-product-description-orchestration-build-pillar (sibling build-pillar at /how-to-architect-channel-aware-product-description-orchestration) + per-canonical-per-spec-handoff-to-auto-publish-gating-build-pillar (sibling build-pillar at /how-to-build-auto-publish-gating-for-ai-review-responses) + per-canonical-per-spec-handoff-to-marketing-vendor-changelog-monitoring (sibling commercial at /marketing-vendor-changelog-monitoring) + per-canonical-per-spec-handoff-to-filtered-regulatory-change-monitoring-build-pillar (sibling build-pillar at /how-to-build-filtered-regulatory-change-monitoring) + per-canonical-per-spec-handoff-to-content-approval-workflow (sibling commercial at /content-approval-workflow) + per-canonical-per-spec-handoff-to-multi-stakeholder-approval-routing (sibling commercial at /multi-stakeholder-approval-routing). Per-brand-spec-authoring-agent-canonical-bundle integrates the structured-spec-authoring skill with sibling skills on the same brand-spec-authoring agent: per-canonical-structured-spec-authoring (this skill) + per-canonical-voice-attribute-extraction + per-canonical-claims-allowlist-substantiation + per-canonical-forbidden-phrase-library + per-canonical-brand-voice-management + per-canonical-brand-voice-drift-monitoring + per-canonical-brand-voice-guidelines + per-canonical-claims-substantiation. Per-canonical-end-to-end-SLA runs per-canonical-per-spec-section-resolve-to-schema-validate-to-authoring-engine-resolve-to-versioning-resolve-to-compliance-gate-to-multi-stakeholder-approval-to-canary-rollout-to-consumer-routing-resolve-to-FBC-SLA canonical-SLA.

What does per-spec audit-trail + per-canonical-end-to-end-replay do?

Per-portfolio per-spec per-canonical-audit-trail runs per-portfolio per-canonical-per-spec-canonical-audit-record (per-spec-revision-ID + per-banner-pointer + per-50-plus-canonical-spec-section-snapshot + per-JSON-schema-2020-12-snapshot + per-Pydantic-model-snapshot + per-Zod-schema-snapshot + per-Protobuf-message-snapshot + per-OpenAPI-3.1-component-snapshot + per-AsyncAPI-schema-snapshot + per-Avro-schema-snapshot + per-XML-XSD-snapshot + per-RDF-OWL-ontology-snapshot + per-Schema.org-mapping-snapshot + per-JSON-LD-mapping-snapshot + per-Markdown-rendering-snapshot + per-HTML-rendering-snapshot + per-Slack-Card-rendering-snapshot + per-Notion-block-rendering-snapshot + per-WYSIWYG-editor-snapshot (Notion + Sanity-Studio + Contentful + Strapi + Payload + Builder.io + Storyblok) + per-Git-backed-source-of-record-snapshot (GitHub + GitLab + Bitbucket + Azure-DevOps + Gitea) + per-AI-co-authoring-snapshot (GPT-4o + Claude + Gemini-Pro + Mistral + Cohere + multi-LLM-ensemble + LLM-self-consistency + LLM-chain-of-thought) + per-template-library-snapshot (Jinja2 + Handlebars + Liquid + Mustache + Outlines + Guidance + LMQL + SGLang) + per-RAG-retrieval-snapshot + per-import-from-corpus-PDF-OCR-DOCX-Google-Doc-Notion-Confluence-website-crawl-style-guide-bundle-snapshot + per-semantic-version-major-minor-patch-snapshot + per-Git-commit-SHA-snapshot + per-PR-style-review-snapshot (pull-request + merge-request + branch-protection + required-approver-list + CODEOWNERS + status-check-required) + per-multi-stakeholder-approval-snapshot (brand-lead + legal + compliance + franchise-owner + DMO-director + CMO + fractional-CMO + general-counsel + outside-counsel) + per-shadow-mode-snapshot + per-canary-rollout-snapshot + per-rollback-snapshot + per-deprecation-countdown-snapshot + per-changelog-snapshot (CHANGELOG.md + RSS + webhook + Slack-bot + email-digest + AsyncAPI-event) + per-diff-explainer-snapshot (AI-summarized-diff + section-by-section-diff + cross-spec-impact-analysis) + per-versioning-confidence-tier-snapshot + per-REST-API-snapshot + per-GraphQL-API-snapshot + per-gRPC-API-snapshot + per-Server-Sent-Events-stream-snapshot + per-WebSocket-stream-snapshot + per-AsyncAPI-event-stream-snapshot + per-agent-SDK-binding-snapshot (Python + TypeScript + Go + Rust + Java + Kotlin + Swift + C-Sharp) + per-MCP-tool-spec-snapshot + per-OAuth-2.0-API-key-JWT-mTLS-OPA-snapshot + per-rate-limit-snapshot + per-payload-shape-snapshot + per-versioning-routing-stable-vs-canary-snapshot + per-deprecation-routing-snapshot + per-API-SLA-snapshot + per-20-AI-agent-consumer-pointer-snapshot + per-FTC-substantiation-doctrine-snapshot + per-FTC-MARS-snapshot + per-FTC-AI-disclosure-snapshot + per-FTC-endorsement-guides-snapshot + per-FTC-Made-in-USA-snapshot + per-FTC-Green-Guides-snapshot + per-FTC-Health-Products-Compliance-Guide-snapshot + per-FTC-Negative-Option-ROSCA-snapshot + per-FTC-MAP-snapshot + per-CFPB-UDAAP-snapshot + per-FDA-21-CFR-Part-101-Part-202-snapshot + per-FDA-DSHEA-snapshot + per-FDA-medical-device-snapshot + per-FDA-cosmetic-snapshot + per-USDA-Organic-snapshot + per-NAD-NARB-snapshot + per-state-baby-food-snapshot + per-state-recreational-cannabis-snapshot + per-state-ABC-alcohol-snapshot + per-DEA-snapshot + per-ATF-snapshot + per-CPSC-CPSIA-snapshot + per-EPA-FIFRA-snapshot + per-Prop-65-snapshot + per-export-control-EAR-ITAR-OFAC-snapshot + per-FDD-Item-12-Item-17-Item-19-snapshot + per-FINRA-2210-snapshot + per-SEC-Reg-S-K-snapshot + per-SOX-Section-302-Section-404-snapshot + per-HIPAA-snapshot + per-Lanham-snapshot + per-state-UDTPA-snapshot + per-state-FRR-snapshot + per-Robinson-Patman-snapshot + per-WCAG-2.2-AA-Section-508-ADA-Title-III-snapshot + per-CCPA-CPRA-snapshot + per-GDPR-snapshot + per-LGPD-snapshot + per-DPDP-snapshot + per-PIPEDA-snapshot + per-CASL-snapshot + per-COPPA-snapshot + per-EU-AI-Act-Article-50-snapshot + per-EU-AI-Act-Article-13-Article-14-Article-15-snapshot + per-NIST-AI-RMF-snapshot + per-ISO-42001-snapshot + per-OPA-Cedar-Casbin-Cerbos-Oso-policy-snapshot + per-compliance-confidence-tier-snapshot + per-canonical-audit-record) + per-canonical-FTC-substantiation-doctrine + per-canonical-FTC-MARS + per-canonical-FTC-AI-disclosure + per-canonical-FTC-endorsement-guides + per-canonical-FTC-Made-in-USA + per-canonical-FTC-Green-Guides + per-canonical-FTC-Health-Products-Compliance-Guide + per-canonical-FTC-Negative-Option-ROSCA + per-canonical-FTC-MAP + per-canonical-CFPB-UDAAP + per-canonical-FDA-21-CFR-Part-101-Part-202 + per-canonical-FDA-DSHEA + per-canonical-FDA-medical-device + per-canonical-USDA-Organic + per-canonical-NAD-NARB + per-canonical-state-recreational-cannabis + per-canonical-DEA + per-canonical-CPSC-CPSIA + per-canonical-EPA-FIFRA + per-canonical-Prop-65 + per-canonical-export-control-EAR-ITAR-OFAC + per-canonical-FDD-Item-12-Item-17-Item-19 + per-canonical-FINRA-2210 + per-canonical-SEC-Reg-S-K + per-canonical-SOX-Section-302-Section-404 + per-canonical-HIPAA + per-canonical-Lanham + per-canonical-state-FRR + per-canonical-Robinson-Patman + per-canonical-WCAG-2.2-AA-Section-508-ADA-Title-III + per-canonical-CCPA-CPRA-DSAR + per-canonical-GDPR-DPIA + per-canonical-LGPD-ANPD + per-canonical-DPDP-India + per-canonical-PIPEDA-OPC + per-canonical-CASL-CRTC + per-canonical-COPPA + per-canonical-EU-AI-Act-Article-50 + per-canonical-EU-AI-Act-Article-13-Article-14-Article-15 + per-canonical-NIST-AI-RMF + per-canonical-ISO-42001 + per-canonical-SOC-2-Type-II + per-canonical-immutable-WORM-storage + per-canonical-7-year-IRS-tax-retention + per-canonical-7-year-FTC-substantiation-retention + per-canonical-7-year-FDD-retention. Per-canonical-end-to-end-replay runs per-portfolio per-canonical-per-spec-authoring-rewind + per-canonical-per-spec-versioning-rollback + per-canonical-per-spec-canary-rollout-rewind + per-canonical-per-spec-multi-stakeholder-approval-rewind + per-canonical-per-spec-consumer-routing-rewind + per-canonical-per-spec-replay-confidence-tier + per-canonical-per-spec-replay-explainability.

Engage the brand-spec-authoring agent

Per-portfolio per-banner per-canonical-spec-section-pointer + per-canonical-schema + per-canonical-authoring-engine-spec + per-canonical-versioning-spec + per-canonical-compliance-gate-spec + per-canonical-consumer-routing-spec + per-canonical-audit-trail + per-portfolio-audit-trail shipped as the orchestration layer above your existing per-brand-voice-style-guide-vendor + per-brand-asset-DAM-vendor + per-CMS-headless-vendor + per-OpenAPI-AsyncAPI-spec-vendor primitive.

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