Agents

Working on Benny's Bananas

Four agents maintain this brand — learning it, watching its market, building its work, and reading how that work performs.

Open recommendations

Anchor Benny with an approved portrait

Benny (character) has no approved anchor, so the QA loop can't verify likeness when Benny appears in new renders. Accept to generate a portrait, then approve it as the anchor.

70% confidentAug 6

Anchor Banana Bunch with an approved portrait

Banana Bunch (prop) has no approved anchor, so the QA loop can't verify likeness when Banana Bunch appears in new renders. Accept to generate a portrait, then approve it as the anchor.

70% confidentAug 6

Densify brand prompts from approved photos

20 cast prompts have approved reference images the compiled prompts haven't measured yet. Accept to run one vision pass per subject (master + each entity — a few cents each) that reads the photos and locks in measured colours, micro-texture, proportions and identifying marks.

70% confident9d ago

Upload the real logo

No real mark is on file — every logo is a generated concept, so renders can only approximate it and nothing is composited exactly. Upload the SVG (or a PNG with alpha) on Design Assets.

90% confident9d ago

Pause underperforming boosted Story countdown

The Story countdown from 2026-08-05 (campaignAssetId e8a2ef38-1e87-4559-a3ae-7760ab9472ce) spent $78.54 to deliver just 8 eng/$, 64% below the 22 eng/$ achieved by the paused Friday last call post. Its 4.44% engagement rate is 27% below the campaign median of 6.06%, making this the worst cost-per-engagement in the active lineup.

92% confident10h ago

Create Story variant of Saturday morning live update

The Saturday morning live update (assetId c29c0195-c3b2-4e15-868c-a3c576c1a027) hit 14.37% engagement organically—2.37× the campaign median and 2.35× better than photo format's 6.12% average. This photo asset is already a Story but should be tested in Feed and Reel formats to capture the proven engagement momentum in longer-view placements where the 192 clicks suggest strong purchase intent.

88% confident10h ago

Trigger fresh content flow—campaign went dark 38 days ago

All asset 7-day trends show zero recent activity; the newest post is 39 days old (2026-08-07). The campaign has gone silent during what should be peak greengrocer season. Running a flow will inject timely content to maintain the "neighbourhood moment" positioning before audience recall drops further.

79% confident10h ago

Reallocate boost budget from countdown graphics to photos

Photo assets averaged 6.12% engagement vs graphic's 5.18%, yet only one photo received boost spend (the now-paused Friday last call at 22 eng/$). The five countdown graphics collectively underperformed photos by 15%, suggesting budget should flow to photo content—particularly the Saturday morning Story or Friday reminder—rather than countdown template formats.

73% confident10h ago

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Brand Agent

Maintains the brand's understanding of itself

Last active 10h ago

Distills memories from every session and approval, locks visual DNA from signed-off work, and audits renders against the canon.

Did
Canon is healthy — nothing to flag
10h ago
Did
Canon is healthy — nothing to flag
3d ago
Did
Canon is healthy — nothing to flag
6d ago
Did
Found densifiable prompts, upload logo
9d ago
Learned
Learned a performance patternPhoto stories sustain engagement far better than video (6.12% vs 4.78% engagement rate), particularly when tied to real-time discovery mome…
10d ago
Learned
Learned a performance patternCountdown graphics and promotional mechanics consistently underperform (3.26–6.30% engagement) compared to observational story content (14.…
10d ago
Learned
Learned a preferenceResponds to campaign concepts that reinforce the shop's consistency and reliability as the emotional draw, rather than creating seasonal re…
Aug 11
Learned
Learned a style signalRejects artificial urgency and promotional mechanics (countdowns, discounts, limited-time framing) in favor of acknowledging and honouring …
Aug 11
Did
Found Benny unanchored, Banana Bunch unanchored
Aug 6
Learned
Learned a performance patternObservational, real-time story content (Saturday morning live update, Mr. Chen character video) sustains audience engagement better than ta…
Aug 6

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Market Agent

Watches the market this brand competes in

Last active Aug 11· next run in 6d

Maps competitors and positioning, and refreshes the rolling trend brief that rides into every Studio conversation.

Did
Refreshed the trend brief
Aug 11

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Production Agent

Builds the work — images, films, copy, campaigns

Last active Aug 11

Executes briefs from Studio and Flows: renders assets, expands campaigns, assembles films, and parks anything risky at a human approval.

Did
Developed campaign concepts
Aug 11
Did
Developed campaign concepts
Aug 11
Did
Generated an asset
Aug 6
Did
Generated an asset
Aug 6
Did
Produced content
Jul 22
Did
Produced content
Jul 22
Did
Produced content
Jul 22
Did
Produced content
Jul 22
Did
Produced content
Jul 22
Did
Produced content
Jul 22

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In-Market Agent

Watches live campaigns and recommends the next move

Last active 10h ago· next run in 14h

Reads per-asset channel performance daily, learns what works into brand memory, and proposes concrete next steps you can accept in one click.

Recommended
Reallocate boost budget from countdown graphics to photosPhoto assets averaged 6.12% engagement vs graphic's 5.18%, yet only one photo received boost spend (the now-paused Friday last call at 22 e…
10h ago
Recommended
Trigger fresh content flow—campaign went dark 38 days agoAll asset 7-day trends show zero recent activity; the newest post is 39 days old (2026-08-07). The campaign has gone silent during what sho…
10h ago
Recommended
Create Story variant of Saturday morning live updateThe Saturday morning live update (assetId c29c0195-c3b2-4e15-868c-a3c576c1a027) hit 14.37% engagement organically—2.37× the campaign median…
10h ago
Recommended
Pause underperforming boosted Story countdownThe Story countdown from 2026-08-05 (campaignAssetId e8a2ef38-1e87-4559-a3ae-7760ab9472ce) spent $78.54 to deliver just 8 eng/$, 64% below …
10h ago
Did
The Saturday morning Story achieved 14.37% engagement (2.4× campaign median) with zero boost spend, while the boosted Story countdown delivered only 8 eng/$ vs 22 eng/$ on the paused Grid post.
10h ago
Recommended
Convert Friday reminder text card to Story formatThe Friday reminder text card (assetId de9f654b-2037-46c7-b2a5-b3b39285ec0d) posted August 7 achieved 6.30% engagement rate—above the 6.06%…
1d ago
Recommended
Reformat Friday last call into Story and Reel placementsThe paused Friday last call (assetId be7bcd8c-38c8-4c8a-9221-bbef4ca780ff) delivered 22 engagements per boost dollar and 6.15% engagement r…
1d ago
Recommended
Reformat top Story performer into Feed placementThe Saturday morning live update (assetId c29c0195-c3b2-4e15-868c-a3c576c1a027) achieved 14.37% engagement rate—2.37× the campaign median o…
1d ago
Did
Campaign engagement flatlined 41 days ago with zero new activity since August 7; the boosted Story countdown delivered only 8 engagements per dollar versus 22 eng/$ from the paused Friday last call post.
1d ago
Recommended
Reallocate boost budget from graphics to photo formatPhoto assets achieved 6.12% aggregate engagement rate across 94,255 reach versus 5.18% for graphics across 67,634 reach. The only currently…
2d ago