AD SEO Agent coherence_review
internal prototype · canonical JSON + Dreamborn Forge HTML
internal generated
coherence_review · supabase_json

AD SEO Agent coherence_review

coherence_review artifact · for AD SEO Agent · status draft

Planning Surface

Use this to decide what happens next.

Status

draft

open questions
idowneranswerblocksstatusquestion
OQ-COH-001vikramMonday approval decisions remain demo-local/read-only in browser sessionStorage through a service abstraction. Persisted Supabase/Cloudflare approval writes are deferred unless Justin explicitly reopens architecture/decomposition before build dispatch.Only approval write behavior; does not block decomposition for the read-only product route.answeredShould Monday approval decisions persist to Supabase Projects/Demo immediately or remain demo-local/read-only until auth/policy is finalized?
Agent Handoff
Start Here

coherence_review artifact · for AD SEO Agent · status draft

Completion Evidence

No explicit evidence field yet. Require tests, screenshots, linked PRs, or reviewed outputs before marking complete.

Open Questions
  • OQ-COH-001: id: string, owner: string, answer: string, blocks: string, status: string, question: string, source_question_ids: object
Structured Payload

Machine-readable source fields

review
id

REVIEW-001

status

complete

verdict

approved

reviewer

atlas-codex

created at

2026-05-01T00:00:00-04:00

model or agent

GPT-5 Codex

handoff
notes for decomp
  • AD SEO Agent is a client project, not a BezelIQ Studio or internal Studio feature.
  • Use C:/Users/jstnk/Downloads/cc/projects/seo-studio as canonical client repo. Existing implementation must be audited against artifacts before task planning.
  • Existing C:/Users/jstnk/Downloads/cc/projects/seo-studio implementation is unapproved prototype output; audit it before reuse.
  • Separate core read-only product route from approval persistence work so Monday demo is not blocked by auth/policy decisions.
accepted risk ids
  • FIND-002
blocking finding ids

No items captured.

ready for decomposition

true

project
id

ad-seo-agent

name

AD SEO Agent for Affiliated Distributor Networks

client id

ad

platform project id

0.0.8832348

platform project title

AD SEO Agent

coverage
features
notesux statusfeature idarchitecture statusrequirements status
Covered by updated AI-first product route, object model, and Cloudflare/Supabase architecture.coveredF-01coveredpresent
Covered by updated AI-first product route, object model, and Cloudflare/Supabase architecture.coveredF-02coveredpresent
Covered by updated AI-first product route, object model, and Cloudflare/Supabase architecture.coveredF-03coveredpresent
Covered by updated AI-first product route, object model, and Cloudflare/Supabase architecture.coveredF-04coveredpresent
Covered by updated AI-first product route, object model, and Cloudflare/Supabase architecture.coveredF-05coveredpresent
Covered by updated AI-first product route, object model, and Cloudflare/Supabase architecture.coveredF-06coveredpresent
Covered by updated AI-first product route, object model, and Cloudflare/Supabase architecture.coveredF-07coveredpresent
must show
itemux refcoverage statusarchitecture refrequirements ref
Hubbard Supply Co. domain and industrial/MRO context are visible in the first experience.UX_SPEC surfaces S-01 through S-07coveredARCHITECTURE stack/services/data modelproduct_summary.must_show[0]
ROI appears before keyword tables: current spend baseline, projected savings, organic traffic value, and pipeline impact.UX_SPEC surfaces S-01 through S-07coveredARCHITECTURE stack/services/data modelproduct_summary.must_show[1]
Competitor analysis is actionable: vulnerable keywords, why they are winnable, estimated value, and next actions.UX_SPEC surfaces S-01 through S-07coveredARCHITECTURE stack/services/data modelproduct_summary.must_show[2]
Agent cluster activity is visible and specific: crawler, competitor analyst, content gap analyst, backlink analyst, recommendation planner.UX_SPEC surfaces S-01 through S-07coveredARCHITECTURE stack/services/data modelproduct_summary.must_show[3]
Every recommendation has reasoning, confidence, governance tier, and an execution path.UX_SPEC surfaces S-01 through S-07coveredARCHITECTURE stack/services/data modelproduct_summary.must_show[4]
Human approval boundaries are explicit for publishing, outreach, and strategic decisions.UX_SPEC surfaces S-01 through S-07coveredARCHITECTURE stack/services/data modelproduct_summary.must_show[5]
White-label story is visible without requiring a full white-label admin console.UX_SPEC surfaces S-01 through S-07coveredARCHITECTURE stack/services/data modelproduct_summary.must_show[6]
agent infrastructure is revealed subtly through observability, audit trail, or agent activity.UX_SPEC surfaces S-01 through S-07coveredARCHITECTURE stack/services/data modelproduct_summary.must_show[7]
AD SEO Agent appears as a client project, available at /seo with /products/seo as a short alias if routing supports it.UX_SPEC surfaces S-01 through S-07coveredARCHITECTURE stack/services/data modelproduct_summary.must_show[8]
findings
idtypeownerimpactstatussummary
FIND-001requirements_architecture_conflictatlasBuild work could ship to the wrong host/shell and fail the product-suite objective.resolvedEarlier artifacts treated an internal suite/repo as the deployment host, conflicting with the client-project boundary.
FIND-002implementation_riskvikramDecomposition must separate read-only product route from approval-write implementation to avoid blocking the demo.resolved_for_mondayApproval persistence remains deferred pending auth/policy details.
dev studio
views
  • verdict
  • feature_coverage_matrix
  • must_show_coverage
  • findings
  • open_questions
  • return_instructions
  • handoff
render as

coherence_review

model reviews
idmodelstatusprovidertask typeevidence ref
MODEL-COH-001sonnetappliedclaudearchitecture-reviewtmp/model-runsad-seo-agent-claude-architecture-review-ask-model.json
open questions
idowneranswerblocksstatusquestion
OQ-COH-001vikramMonday approval decisions remain demo-local/read-only in browser sessionStorage through a service abstraction. Persisted Supabase/Cloudflare approval writes are deferred unless Justin explicitly reopens architecture/decomposition before build dispatch.Only approval write behavior; does not block decomposition for the read-only product route.answeredShould Monday approval decisions persist to Supabase Projects/Demo immediately or remain demo-local/read-only until auth/policy is finalized?
schema version

1.0

source artifacts
policy ref

No value captured.

ux spec ref

docs/projects/ad-seo-agent/artifacts/UX_SPEC.json

architecture ref

docs/projects/ad-seo-agent/artifacts/ARCHITECTURE.json

requirements ref

docs/projects/ad-seo-agent/artifacts/REQUIREMENTS.json

platform project id

0.0.8832348

return instructions

No items captured.

approved source refs
ux
  • S-01
  • S-02
  • S-03
  • S-04
  • S-05
  • S-06
  • S-07
  • FL-01
  • FL-02
  • FL-03
  • FL-04
  • FL-05
  • FL-06
policy

No items captured.

architecture
  • F-01
  • F-02
  • F-03
  • F-04
  • F-05
  • F-06
  • F-07
  • SVC-001
  • SVC-002
  • SVC-003
  • SVC-004
  • SVC-005
  • SVC-006
  • SVC-007
requirements
  • F-01
  • F-02
  • F-03
  • F-04
  • F-05
  • F-06
  • F-07