Epic Health Report — 2026-07-08

In development PM: Ali Hosseini 8.5 / 9 ✅ Good to review Linear → Slack →

Details

"Desktop & Mobile Redesign" meets the baseline quality bar for review. QA should probe: Linear Alignment.

Rating	Criterion	Note
✅	Problem	350 words explaining context and impact
✅	Goals & Success Metrics	4 outcome goals with quantified success metrics
✅	Scope	In Scope (22 item(s)) and Out of Scope (4 item(s)) both defined
✅	UX & Design	User stories/flows present with a Figma reference
✅	Open Questions	Empty section — treated as pass
✅	Ownership	PM / Lead and Dev owner both assigned
⚠️	Linear Alignment	93 issues but only 51% of scope/UX items represented a single, persistent way to reach the chat from every page in the shop journey, replacing today's full / mini / none tiers with one consistent model. consistent access to the full conversation history from anywhere, so the thread is never lost when the user changes page. vto behaviour change (reference, reference) cart behaviour change (reference) show cart through agent or ui: onboarding changes (reference) removing the current ob (+ merchant customisations, apis, etc). the ob should start after a bit of delay. this is subject to other experiments and changes int eh future (e.g. the delay duration, conditionally showing it to different users, etc). the logic to show this to users is the same (as i understand it the current logic is, ob is shown once to users -- based on cookie for anon, and user account for logged-in -- correct?). customers will lose the ability to customise their onboarding. admin dash and core api will need to get rid of that as some point but this is out of scope untitled untitled android iphone coming back to old conversations lead me to /chat also (should lead me to discovery, no?) ongoing search doesn't block discovery scrolling - should it? lots of white in search bottom @gabriel oliveira not raising in linear as this is ongoing work, waiting for another moment cart dialog (when i added an item to the cart) remained open when i went from pdp -> timeline - should it? @gabriel oliveira raised in untitled, not sure if it's in linear asking :slack: a scroll-bar appear on agent box when i expand/collapse (in android) raised earlier, unsure if it's in linear… not fe issues plus icon made the agent shut up but didn't turn off voice mode - expected? i think so… agent got into an echo loop in my iphone simulator 😂 @gabriel oliveira will update them once untitled are complete grid without banner grid with banner (willy c) frames (figma) custom attributes (retrofete) voice use tools usage edge-case-1 async vto opens enable/disable live/avatar in merchant dash klavyo integration meta pixel integration
✅	Commercial Value	Business value articulated with metrics or multiple points
✅	Dependencies & Risks	2 dependency/risk row(s) documented

🟡 Knowledge Pack Update Pipeline

In development PM: Brian Tsang 7.5 / 9 ✅ Good to review Linear → Slack →

Details

"Knowledge Pack Update Pipeline" meets the baseline quality bar for review. QA should probe: Open Questions, Ownership, Linear Alignment.

Rating	Criterion	Note
✅	Problem	189 words explaining context and impact
✅	Goals & Success Metrics	4 outcome goals with quantified success metrics
✅	Scope	In Scope (7 item(s)) and Out of Scope (7 item(s)) both defined
✅	UX & Design	User stories/flows present (Figma N/A — no FE/Design team)
⚠️	Open Questions	Open questions still unresolved (TBDs or unanswered table rows)
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
⚠️	Linear Alignment	12 issues but only 60% of scope/UX items represented scheduled source monitoring: a recurring job fetches each merchant's source urls, detects content changes, and stores the current and previous body for diffing. draft generation: materially-affected packs are regenerated or surgically edited, and written as drafts including the updated body, a diff against the live pack, and the triggering source-change summary. draft read api and manual upload: swap staff retrieve a pending draft and its stored diff through a lightweight read api, review the diff locally, and upload the approved pack with existing pack-management tooling. no interactive review ui is included in v1. crawl politeness: per-origin request pacing, exponential backoff on errors, browser-realistic request headers, conditional fetching (skips re-fetch when source is unchanged), and hard per-url timeouts.
✅	Commercial Value	Business value articulated with metrics or multiple points
✅	Dependencies & Risks	9 dependency/risk row(s) documented

🟡 Discovery v0.3 (personalisation)

In development PM: Ali Hosseini 7.5 / 9 ✅ Good to review Slack →

Details

"Discovery v0.3 (personalisation)" meets the baseline quality bar for review. QA should probe: Open Questions. Linear Alignment is missing but do not block the review tag.

Rating	Criterion	Note
✅	Problem	168 words explaining context and impact
✅	Goals & Success Metrics	3 outcome goals with quantified success metrics
✅	Scope	In Scope (3 item(s)) and Out of Scope (8 item(s)) both defined
✅	UX & Design	User stories/flows present (Figma N/A — no FE/Design team)
⚠️	Open Questions	Open questions still unresolved (TBDs or unanswered table rows)
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
✅	Commercial Value	Business value articulated with metrics or multiple points
✅	Dependencies & Risks	5 dependency/risk row(s) documented

🟡 Composable Agent Architecture

In development PM: Brian Tsang 7.0 / 9 ✅ Good to review Linear →

Details

"Composable Agent Architecture" meets the baseline quality bar for review. QA should probe: UX & Design, Open Questions. Commercial Value is missing but do not block the review tag.

Rating	Criterion	Note
✅	Problem	203 words explaining context and impact
✅	Goals & Success Metrics	5 outcome goals with quantified success metrics
✅	Scope	In Scope (5 item(s)) and Out of Scope (10 item(s)) both defined
⚠️	UX & Design	High-level description only — no concrete flows or edge cases
⚠️	Open Questions	Open questions still unresolved (TBDs or unanswered table rows)
✅	Ownership	PM / Lead and Dev owner both assigned
✅	Linear Alignment	6 child issues, 2 done, covering 100% of scope/UX items
❌	Commercial Value	No Commercial Value section — non-blocking
✅	Dependencies & Risks	2 dependency/risk row(s) documented

🟡 Product image crops to item

In QA PM: Ali Hosseini 7.0 / 9 ✅ Good to review Linear → Slack →

Details

"Product image crops to item" meets the baseline quality bar for review. QA should probe: Goals & Success Metrics, Open Questions. Linear Alignment is missing but do not block the review tag.

Rating	Criterion	Note
✅	Problem	89 words explaining context and impact
⚠️	Goals & Success Metrics	metrics lack quantified targets
✅	Scope	In Scope (6 item(s)) and Out of Scope (6 item(s)) both defined
✅	UX & Design	User stories/flows present (Figma N/A — no FE/Design team)
⚠️	Open Questions	Open questions still unresolved (TBDs or unanswered table rows)
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	Poor coverage: 0% of scope/UX items found in 5 Linear tickets crop a product image to its focal item at a requested aspect ratio, as a shared capability any storefront surface can request. we should ignore the flat product images (the ones with no models) ship first on aao v0.2 pairing-nudge thumbnails (pdps). fall back gracefully when no confident crop is possible. if there’s a lifestyle (when the model is wearing it) image that’s already cropped to the item, we use this (needs the appropriate tags added). see below. if there's multiple pick the best one (criteria for “best one” is to be decided by data science engineer) a shopper viewing a jacket gets a pairing nudge for trousers. the thumbnail shows just the trousers, cleanly framed, so the shopper understands it at a glance and taps through. when no confident crop is possible, the shopper still sees a clear, well-framed image of the right product. the slot is never empty or broken.
✅	Commercial Value	Business value articulated with metrics or multiple points
✅	Dependencies & Risks	5 dependency/risk row(s) documented

🟡 Embeddable CS Web Widget

In development PM: Brian Tsang 6.0 / 9 ✅ Good to review Linear → Slack →

Details

"Embeddable CS Web Widget " meets the baseline quality bar for review. QA should probe: Goals & Success Metrics, Open Questions. Linear Alignment, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
✅	Problem	132 words explaining context and impact
⚠️	Goals & Success Metrics	needs ≥2 outcome-oriented goals; metrics lack quantified targets
✅	Scope	In Scope (4 item(s)) and Out of Scope (1 item(s)) both defined
✅	UX & Design	User stories/flows present (Figma N/A — no FE/Design team)
⚠️	Open Questions	Open questions still unresolved (TBDs or unanswered table rows)
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	Poor coverage: 25% of scope/UX items found in 13 Linear tickets embeddable html web widget, anchored bottom-right, that can expand and collapse. a lightweight install method (snippet/embed) so merchants can deploy with minimal engineering lift. shopper (end customer) as a shopper on a brand's .com site, i want to open support chat without leaving the page, so i can get help in the context of what i'm browsing. as a shopper, i want to expand and collapse the widget, so it doesn't obstruct the rest of the site while i shop. as a returning shopper, i want my previous conversation and history to load automatically, so i don't have to re-explain my issue or re-share my order details.
✅	Commercial Value	Business value articulated with metrics or multiple points
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🟠 Voice Panel Testing Framework

In QA PM: Ali Hosseini 5.5 / 9 ✅ Good to review Slack →

Details

"Voice Panel Testing Framework" meets the baseline quality bar for review. QA should probe: Ownership. Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
✅	Problem	143 words explaining context and impact
✅	Goals & Success Metrics	4 outcome goals with quantified success metrics
✅	Scope	In Scope (5 item(s)) and Out of Scope (4 item(s)) both defined
✅	UX & Design	User stories/flows present (Figma N/A — no FE/Design team)
✅	Open Questions	Questions have written resolutions
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🟠 New Agent Architecture - User Status

In development PM: Ali Hosseini 5.5 / 9 🚫 Blocked to review Linear → Slack →

Details

"New Agent Architecture - User Status" is blocked from review. Missing: UX & Design. Weak: Open Questions. Linear Alignment, Commercial Value are missing but do not block the review tag.

Rating	Criterion	Note
✅	Problem	116 words explaining context and impact
✅	Goals & Success Metrics	5 outcome goals with quantified success metrics
✅	Scope	In Scope (8 item(s)) and Out of Scope (4 item(s)) both defined
❌	UX & Design	No user stories / use cases / flows found
⚠️	Open Questions	Open questions still unresolved (TBDs or unanswered table rows)
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	Poor coverage: 12% of scope/UX items found in 41 Linear tickets a single consolidated user-status read available to the agent. real, live data behind every field — no hardcoded values. agent-side recognition that the read may be stale at the point of use — for example after the conversation has been compacted, or after the user has clearly moved on — so the agent re-reads on demand when the answer matters. the set of user-state signals the agent should treat as nudges (log-in invite for anonymous users, interview offer for new logged-in users, vto setup offer, preference-centre prompt, awareness of an open cart, awareness of recent order status). a clear, documented separation between this read and the detail tools that load more on demand. observability for latency, freshness and failures of the read. eval coverage for the nudge states and for the agent recognising stale state at the point of use.
❌	Commercial Value	No Commercial Value section — non-blocking
✅	Dependencies & Risks	10 dependency/risk row(s) documented

🟠 Support Shopify discount codes

In development PM: Samuel Darcy 5.0 / 9 ✅ Good to review Slack →

Details

"Support Shopify discount codes" meets the baseline quality bar for review. QA should probe: Goals & Success Metrics, Open Questions. Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
✅	Problem	70 words explaining context and impact
⚠️	Goals & Success Metrics	needs ≥2 outcome-oriented goals; success metrics missing
✅	Scope	In Scope (7 item(s)) and Out of Scope (5 item(s)) both defined
✅	UX & Design	User stories/flows present (Figma N/A — no FE/Design team)
⚠️	Open Questions	Open questions still unresolved (TBDs or unanswered table rows)
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🟠 AAO (v0.4): Initial playbooks

In development PM: Ali Hosseini 5.0 / 9 🚫 Blocked to review Linear → Slack →

Details

"AAO (v0.4): Initial playbooks" is blocked from review. Missing: Problem. Weak: Scope, Commercial Value. Goals & Success Metrics, Linear Alignment are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	Exclusions defined but In Scope is empty or missing
✅	UX & Design	User stories/flows present (Figma N/A — no FE/Design team)
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	Poor coverage: 0% of scope/UX items found in 17 Linear tickets as a shopper who has a lower threshold for distractions i don’t want to get repetitive nudges so i want the agent to better at only giving me new nudges as a shopper who is new to the agentic shopping i want to get more helpful tips so i want the agent to have a wider array of nudges it can give as a shopper who has a specific set background and behaviours i want nudges to be hyper specific so i want the agent to consider all signals these are fundamental shopper user stories for this epic. for 3, this is where the (new) playbooks come in. these are in flux, so won’t be listed here yet (as of 2026-07-07t16:31:00.000+01:00). they’re currently available in https://github.com/swapcommerce/window-shop-monorepo/pull/3531/. as an ai engineer who wants to check usage of aao as a feature i want to know which nudges are being provided and which are being accepted so i want the data available to make a dashboard as an ai engineer who wants visibility into llm behavioural regression i want to know if the distribution of nudges changes so i want the data available to create alerts as a product manager who wants to check usage and commercial success i want to see some key metrics so i want the data available in a dashboard
⚠️	Commercial Value	Commercial value present but thin — no metrics or detail
✅	Dependencies & Risks	2 dependency/risk row(s) documented

🟠 B · Looks — Combination source enrichment

In QA PM: Samuel Darcy 5.0 / 9 ✅ Good to review Linear → Slack →

Details

"B · Looks — Combination source enrichment" meets the baseline quality bar for review. QA should probe: Problem, UX & Design. Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
⚠️	Problem	Section found but only 31 words — too brief
✅	Goals & Success Metrics	2 outcome goals with quantified success metrics
✅	Scope	In Scope (2 item(s)) and Out of Scope (1 item(s)) both defined
⚠️	UX & Design	High-level description only — no concrete flows or edge cases
✅	Open Questions	Questions have written resolutions
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	Poor coverage: 0% of scope/UX items found in 50 Linear tickets b0 strategy spike (which sources, what weights). b2 centra related-to-displays ingestion · b3 ps purchase / recommendation ingestion → weighted pairsource rows. not user-facing; improves the candidate quality feeding a2.
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🟠 Discovery (interview frame)

In exploration PM: Ali Hosseini 5.0 / 9 🚫 Blocked to review Linear → Slack →

Details

"Discovery (interview frame)" is blocked from review. Missing: Scope, UX & Design. Goals & Success Metrics, Commercial Value are missing but do not block the review tag.

Rating	Criterion	Note
✅	Problem	101 words explaining context and impact
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
❌	Scope	No In Scope or Out of Scope content found
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
✅	Linear Alignment	33 child issues found (scope/UX text unavailable for comparison)
❌	Commercial Value	No Commercial Value section — non-blocking
✅	Dependencies & Risks	3 dependency/risk row(s) documented

🟠 Themes & Components

Prioritised PM: — 4.5 / 9 ✅ Good to review

Details

"Themes & Components" meets the baseline quality bar for review. QA should probe: Goals & Success Metrics. Ownership, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
✅	Problem	79 words explaining context and impact
⚠️	Goals & Success Metrics	metrics lack quantified targets
✅	Scope	In Scope (7 item(s)) and Out of Scope (6 item(s)) both defined
✅	UX & Design	User stories/flows present (Figma N/A — no FE/Design team)
✅	Open Questions	Section absent — counts as pass
❌	Ownership	Neither PM / Lead nor Dev owner is set
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🟠 Discovery v0.3.2 (shared search retrieval)

In development PM: Ali Hosseini 4.0 / 9 🚫 Blocked to review Linear → Slack →

Details

"Discovery v0.3.2 (shared search retrieval)" is blocked from review. Missing: UX & Design. Weak: Goals & Success Metrics, Ownership. Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
✅	Problem	144 words explaining context and impact
⚠️	Goals & Success Metrics	needs ≥2 outcome-oriented goals; success metrics missing
✅	Scope	In Scope (4 item(s)) and Out of Scope (3 item(s)) both defined
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Questions have written resolutions
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	Poor coverage: 25% of scope/UX items found in 6 Linear tickets size becomes a parallel in-size and any-size draw merged in code (in-size first, the rest backfills), replacing the hard sql constraint. this kills the starvation case and is the speed win turbopuffer's fan-out gives us. a per-store flag to pick the backend, an offline parity check against the current postgres draws, then cutover and removal of the dead sql. an embedding-based draw as a follow-on, since it is cheap once retrieval is on turbopuffer.
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🟠 Make looks searchable

In development PM: Samuel Darcy 4.0 / 9 🚫 Blocked to review Linear → Slack →

Details

"Make looks searchable" is blocked from review. Missing: Problem. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
✅	Scope	In Scope (18 item(s)) and Out of Scope (2 item(s)) both defined
✅	UX & Design	User stories/flows present (Figma N/A — no FE/Design team)
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	Poor coverage: 17% of scope/UX items found in 10 Linear tickets terminology: untitled allow looks to be searched allow outfits to be searchable allow queries from folders/collections should be able to decide when to do looks/outfits vs product looks always show first over outfits products with outfits should come first before products not included in outfits outfits from other customers can appear on search should be feature-flag/configurable so that our usual storefront only search for products what products appear on try on ❓ not use search api, use…. what if looks are not available ❓ do they appear on discover a look is not available if 2+ products are not available (no stock, no size l) ❓ @samuel darcy to ask @marcel niebylski assumptions: looks/outfits should have tags per occasion (enum to be created) prompts: i'm going to what would you recommend look search - response for occasions/tags can you show me that in a complete outfit? can you show me that in a complete look? can you show me some shirts that would go well with this look? can i just see the blue ones? filter previous search by criteria i'd like a black hoodie under $150 product search with black products and hoodies in between [user on try on] i'd like …. show me best selling products product search from that folder/collection other user cases: discover, “show be blue suits", search results shown in discover/chat, click on try on tab: try on area with suggested blue suits discover, try on: empty mannequin, suggested outfits comes from looks
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🟠 AAO design uplift

In QA PM: Ali Hosseini 4.0 / 9 🚫 Blocked to review Linear → Slack →

Details

"AAO design uplift" is blocked from review. Missing: Scope, UX & Design. Weak: Goals & Success Metrics, Open Questions. Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
✅	Problem	59 words explaining context and impact
⚠️	Goals & Success Metrics	needs ≥2 outcome-oriented goals; success metrics missing
❌	Scope	No In Scope or Out of Scope content found
❌	UX & Design	No user stories / use cases / flows found
⚠️	Open Questions	Open questions still unresolved (TBDs or unanswered table rows)
✅	Ownership	PM / Lead and Dev owner both assigned
✅	Linear Alignment	8 child issues found (scope/UX text unavailable for comparison)
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🟠 Cross-merchant Data Prevention - Phase 2 (User Store Membership)

In exploration PM: Marcel Niebylski 3.5 / 9 🚫 Blocked to review Linear →

Details

"Cross-merchant Data Prevention - Phase 2 (User Store Membership)" is blocked from review. Missing: Problem, UX & Design. Weak: Scope. Goals & Success Metrics, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
✅	Linear Alignment	9 child issues, 1 done, covering 100% of scope/UX items
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🟠 Enterprise Grade Data Separation - Phase 3

In development PM: Marcel Niebylski 3.5 / 9 🚫 Blocked to review Linear →

Details

"Enterprise Grade Data Separation - Phase 3" is blocked from review. Missing: Problem, UX & Design. Weak: Scope. Goals & Success Metrics, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
✅	Linear Alignment	11 child issues, 10 done, covering 100% of scope/UX items
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🟠 Internal Analytics

In development PM: Brian Tsang 3.5 / 9 🚫 Blocked to review Slack →

Details

"Internal Analytics " is blocked from review. Missing: UX & Design. Weak: Goals & Success Metrics, Scope, Ownership. Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
✅	Problem	57 words explaining context and impact
⚠️	Goals & Success Metrics	needs ≥2 outcome-oriented goals; success metrics missing
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🟠 D · Outfits Combination Pipeline (Hot Path + Cache)

In development PM: Samuel Darcy 3.5 / 9 🚫 Blocked to review Linear → Slack →

Details

"D · Outfits Combination Pipeline (Hot Path + Cache)" is blocked from review. Missing: UX & Design. Weak: Problem, Goals & Success Metrics, Ownership. Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
⚠️	Problem	Section found but only 32 words — too brief
⚠️	Goals & Success Metrics	needs ≥2 outcome-oriented goals
✅	Scope	In Scope (1 item(s)) and Out of Scope (1 item(s)) both defined
❌	UX & Design	FE/Design epic with user stories but no Figma reference anywhere
✅	Open Questions	Questions have written resolutions
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	Poor coverage: 0% of scope/UX items found in 23 Linear tickets static vto serving from the pre-computed cache (c1 output); on-demand regeneration of missing combinations; always 2 models, the user dresses a new model. a shopper browsing looks swaps the top for another; the look updates with the new item on the model.
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🟠 International V0.3 (Region-Based Shipping - Single Currency)

In development PM: Kevin Botero 3.5 / 9 🚫 Blocked to review Linear → Slack →

Details

"International V0.3 (Region-Based Shipping - Single Currency)" is blocked from review. Missing: Problem, Scope. Weak: UX & Design. Goals & Success Metrics, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	Section present but too short (21 words)
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
❌	Scope	No In Scope or Out of Scope content found
⚠️	UX & Design	High-level description only — no concrete flows or edge cases
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
✅	Linear Alignment	14 child issues, 14 done, covering 100% of scope/UX items
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🟠 Agent aware of collections

Prioritised PM: Ali Hosseini 3.5 / 9 🚫 Blocked to review Slack →

Details

"Agent aware of collections" is blocked from review. Missing: UX & Design. Weak: Goals & Success Metrics, Scope, Open Questions. Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
✅	Problem	85 words explaining context and impact
⚠️	Goals & Success Metrics	success metrics missing
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
⚠️	Open Questions	Open questions still unresolved (TBDs or unanswered table rows)
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Implement gtag (ads + analytics)

In development PM: Gal Arnan 3.0 / 9 🚫 Blocked to review

Details

"Implement gtag (ads + analytics)" is blocked from review. Missing: Scope, UX & Design. Weak: Goals & Success Metrics, Ownership. Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
✅	Problem	110 words explaining context and impact
⚠️	Goals & Success Metrics	needs ≥2 outcome-oriented goals; success metrics missing
❌	Scope	No In Scope or Out of Scope content found
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Commerce Projection Framework - Phase 1 (Sales Config)

In exploration PM: Marcel Niebylski 3.0 / 9 🚫 Blocked to review Linear → Slack →

Details

"Commerce Projection Framework - Phase 1 (Sales Config)" is blocked from review. Missing: Problem, Scope, UX & Design. Goals & Success Metrics, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
❌	Scope	No In Scope or Out of Scope content found
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
✅	Linear Alignment	4 child issues found (scope/UX text unavailable for comparison)
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Onboarding (June 15th)

Prioritised PM: Ali Hosseini 3.0 / 9 🚫 Blocked to review Linear →

Details

"Onboarding (June 15th)" is blocked from review. Missing: Problem, Scope, UX & Design. Goals & Success Metrics, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
❌	Scope	No In Scope or Out of Scope content found
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
✅	Linear Alignment	7 child issues found (scope/UX text unavailable for comparison)
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Financial Analytics - Updates

In QA PM: Ali Hosseini 3.0 / 9 🚫 Blocked to review Linear → Slack →

Details

"Financial Analytics - Updates" is blocked from review. Missing: Problem, UX & Design. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
✅	Scope	In Scope (1 item(s)) and Out of Scope (10 item(s)) both defined
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	Poor coverage: 0% of scope/UX items found in 15 Linear tickets the first version of this work was delivered. finance had some issues with what went live. this ticket captures the work needed to make this match finance’s requirements.
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Redesign v0.3 (side panel)

In QA PM: Ali Hosseini 3.0 / 9 🚫 Blocked to review Linear → Slack →

Details

"Redesign v0.3 (side panel)" is blocked from review. Missing: Problem, Scope. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
❌	Scope	No In Scope or Out of Scope content found
✅	UX & Design	User stories/flows present with a Figma reference
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	Poor coverage: 7% of scope/UX items found in 4 Linear tickets menu (see figma): desktop: logo in the middle and icons on the left and right. mobile: logo is on the left with burger menu on the side. sign-in alert is visible when not signed in (see figma): can be collapsed and will show up when refreshed. can be visible (not collapsable) when clicking “need assistance?”. menu structure (see figma): main menu: new session, discover, saved items. sub menu (need assistance? opens halfway): storefront policies, geo-location, go to our website, send feedback, onboarding guide, sign in. conversation history is showing as labeled. if no conversation, see empty state do not pay attention on the quick tip component - this is out of scope for now. everything scrolls under the bottom of the screen as the list of conversation gets long. sign out is in the sub menu (see figma).
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 AAO (v0.5): Events for playbooks

Prioritised PM: Ali Hosseini 2.5 / 9 🚫 Blocked to review Slack →

Details

"AAO (v0.5): Events for playbooks" is blocked from review. Missing: Problem, Scope, UX & Design. Weak: Ownership. Goals & Success Metrics, Linear Alignment, Commercial Value are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	Section present but too short (5 words)
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
❌	Scope	No In Scope or Out of Scope content found
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
✅	Dependencies & Risks	1 dependency/risk row(s) documented

🔴 AAO feature analytics on swap dashboard [WIP]

Prioritised PM: Brian Tsang 2.5 / 9 🚫 Blocked to review Linear → Slack →

Details

"AAO feature analytics on swap dashboard [WIP]" is blocked from review. Missing: Problem, UX & Design. Weak: Scope. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	Linear Epic linked but has 0 child issues
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Bounce Investigation

In development PM: Ali Hosseini 2.5 / 9 🚫 Blocked to review Linear → Slack →

Details

"Bounce Investigation" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership, Linear Alignment. Goals & Success Metrics, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
⚠️	Linear Alignment	Only 2 child issue(s) — needs ≥3 for meaningful decomposition
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Nav Tool

Prioritised PM: Ali Hosseini 2.5 / 9 🚫 Blocked to review Slack →

Details

"Nav Tool" is blocked from review. Missing: Problem, UX & Design. Weak: Scope. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Prompt Bug Bash

Prioritised PM: Ali Hosseini 2.5 / 9 🚫 Blocked to review Linear → Slack →

Details

"Prompt Bug Bash" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership, Linear Alignment. Goals & Success Metrics, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
⚠️	Linear Alignment	Only 1 child issue(s) — needs ≥3 for meaningful decomposition
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Add agent to post purchase

Prioritised PM: Ali Hosseini 2.5 / 9 🚫 Blocked to review Slack →

Details

"Add agent to post purchase " is blocked from review. Missing: Problem, UX & Design. Weak: Scope. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Expand customAttributes mapping to all stores

In development PM: Ali Hosseini 2.5 / 9 🚫 Blocked to review Linear → Slack →

Details

"Expand customAttributes mapping to all stores" is blocked from review. Missing: Problem, UX & Design. Weak: Scope. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	Poor coverage: 0% of scope/UX items found in 10 Linear tickets expand the custom attributes mapping between shopify and ai storefront to all live stores. this was done for retrofete. @jonathan elliott to lead (@kuba gaj was leading the effort for this for retrofete, so can help with any open questions)
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Infra: Unified Product Embeddings

In QA PM: Ali Hosseini 2.5 / 9 🚫 Blocked to review Linear → Slack →

Details

"Infra: Unified Product Embeddings" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership, Linear Alignment. Goals & Success Metrics, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
⚠️	Linear Alignment	Only 1 child issue(s) — needs ≥3 for meaningful decomposition
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 PS Account Sync - Phase 3

Prioritised PM: Samuel Darcy 2.5 / 9 🚫 Blocked to review Linear →

Details

"PS Account Sync - Phase 3" is blocked from review. Missing: Problem, UX & Design. Weak: Scope. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	Poor coverage: 16% of scope/UX items found in 3 Linear tickets api to update new account information birthday (get & put) — new field, requires sync support. gender preferences (get & put) — new field, requires sync up support. contact preferences (get & put) — new field, requires sync up support. primary address & email (get & put) — api support already exists but still needs to be integrated with the sync flow.
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Centra Product Ingestion v1.1 (Related Products)

In development PM: Samuel Darcy 2.5 / 9 🚫 Blocked to review Slack →

Details

"Centra Product Ingestion v1.1 (Related Products)" is blocked from review. Missing: Problem, UX & Design. Weak: Scope. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Inventory Location Exploration

In QA PM: Samuel Darcy 2.5 / 9 🚫 Blocked to review Slack →

Details

"Inventory Location Exploration" is blocked from review. Missing: Problem, UX & Design. Weak: Scope. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	Exclusions defined but In Scope is empty or missing
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Search: 4. improve color search & filtering

Prioritised PM: Ali Hosseini 2.5 / 9 🚫 Blocked to review Linear → Slack →

Details

"Search: 4. improve color search & filtering" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership, Linear Alignment. Goals & Success Metrics, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
⚠️	Linear Alignment	Only 1 child issue(s) — needs ≥3 for meaningful decomposition
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Share & Download VTOs

Design PM: Ali Hosseini 2.5 / 9 🚫 Blocked to review Slack →

Details

"Share & Download VTOs" is blocked from review. Missing: Problem, UX & Design. Weak: Scope. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Merchant Dashboard v0.2 (catalogue, discovery, LP, search) — Visual Merchandising

Design PM: Ali Hosseini 2.5 / 9 🚫 Blocked to review Slack →

Details

"Merchant Dashboard v0.2 (catalogue, discovery, LP, search) — Visual Merchandising" is blocked from review. Missing: Problem, UX & Design. Weak: Scope. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
✅	Ownership	PM / Lead and Dev owner both assigned
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Agentic Returns Refresh

Prioritised PM: Brian Tsang 2.0 / 9 🚫 Blocked to review Linear →

Details

"Agentic Returns Refresh" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Questions have written resolutions
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	Linear Epic linked but has 0 child issues
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Use case 2 — Mini agent on .com

Prioritised PM: Ali Hosseini 2.0 / 9 🚫 Blocked to review

Details

"Use case 2 — Mini agent on .com" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 VTO Feature analytics on swap dashboard (internal)

Prioritised PM: Brian Tsang 2.0 / 9 🚫 Blocked to review

Details

"VTO Feature analytics on swap dashboard (internal)" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 VTO aware agent

Prioritised PM: Ali Hosseini 2.0 / 9 🚫 Blocked to review Slack →

Details

"VTO aware agent" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Discovery feature analytics on swap dashboard (internal)

Prioritised PM: Brian Tsang 2.0 / 9 🚫 Blocked to review

Details

"Discovery feature analytics on swap dashboard (internal)" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Looks & Outfits for Main Platform

Prioritised PM: Ali Hosseini 2.0 / 9 🚫 Blocked to review Slack →

Details

"Looks & Outfits for Main Platform" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 BAO Designs

Prioritised PM: Kevin Botero 2.0 / 9 🚫 Blocked to review

Details

"BAO Designs" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Product analytics experiments

Prioritised PM: Ali Hosseini 2.0 / 9 🚫 Blocked to review Slack →

Details

"Product analytics experiments" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Meta event match quality improvement

Prioritised PM: Gal Arnan 2.0 / 9 🚫 Blocked to review

Details

"Meta event match quality improvement" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Fix FBC sent

Prioritised PM: Gal Arnan 2.0 / 9 🚫 Blocked to review

Details

"Fix FBC sent" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Run SID agentic search latency tolerance A/B test

Prioritised PM: Ali Hosseini 2.0 / 9 🚫 Blocked to review Slack →

Details

"Run SID agentic search latency tolerance A/B test" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Retrofete & One Bone prioritize new products

Prioritised PM: Samuel Darcy 2.0 / 9 🚫 Blocked to review

Details

"Retrofete & One Bone prioritize new products" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Discovery tools (+agent change page)

Prioritised PM: Ali Hosseini 2.0 / 9 🚫 Blocked to review Slack →

Details

"Discovery tools (+agent change page)" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Design aware rapid prototyping

In development PM: Ali Hosseini 2.0 / 9 🚫 Blocked to review Slack →

Details

"Design aware rapid prototyping " is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 View and manage avatars

Design PM: Ali Hosseini 2.0 / 9 🚫 Blocked to review Slack →

Details

"View and manage avatars" is blocked from review. Missing: Problem, UX & Design. Weak: Scope, Ownership. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Supporting Discount Codes in CS Agent

In exploration PM: — 1.5 / 9 🚫 Blocked to review

Details

"Supporting Discount Codes in CS Agent" is blocked from review. Missing: Problem, UX & Design. Weak: Scope. Goals & Success Metrics, Ownership, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
❌	Ownership	Neither PM / Lead nor Dev owner is set
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 LaunchDarkly Metrics

Prioritised PM: — 1.5 / 9 🚫 Blocked to review

Details

"LaunchDarkly Metrics" is blocked from review. Missing: Problem, UX & Design. Weak: Scope. Goals & Success Metrics, Ownership, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
❌	Ownership	Neither PM / Lead nor Dev owner is set
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 Agent Customization Knowledge Pack [exploration]

Prioritised PM: — 1.5 / 9 🚫 Blocked to review Slack →

Details

"Agent Customization Knowledge Pack [exploration]" is blocked from review. Missing: Problem, UX & Design. Weak: Scope. Goals & Success Metrics, Ownership, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	Section present but too short (29 words)
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
⚠️	Scope	In Scope defined but no Out of Scope / exclusions
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
❌	Ownership	Neither PM / Lead nor Dev owner is set
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking

🔴 High prio, sub-EPIC issues (June 15-19)

Prioritised PM: Ali Hosseini 1.5 / 9 🚫 Blocked to review

Details

"High prio, sub-EPIC issues (June 15-19)" is blocked from review. Missing: Problem, Scope, UX & Design. Weak: Ownership. Goals & Success Metrics, Linear Alignment, Commercial Value, Dependencies & Risks are missing but do not block the review tag.

Rating	Criterion	Note
❌	Problem	No Problem / Background / Overview heading found
❌	Goals & Success Metrics	No Goals / Objectives or Success Metrics / KPIs heading found
❌	Scope	No In Scope or Out of Scope content found
❌	UX & Design	No user stories / use cases / flows found
✅	Open Questions	Section absent — counts as pass
⚠️	Ownership	PM / Lead assigned but no Dev. Owner / FE Dev
❌	Linear Alignment	No Linear Epic property set — every active epic should link to Linear
❌	Commercial Value	No Commercial Value section — non-blocking
❌	Dependencies & Risks	No Dependencies & Risks section — non-blocking