Manifesto Labs
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MM

Studio Cockpit

22 May 2026 · Manifesto Labs workspace · 3 brand kits · 7 agents online · 214 prompts saved

Active agents
7 / 12
+1 since yesterday
Generations today
142
+24% vs 7-day avg
Pending approval
8
in FigJam queue
Avg latency
4.2s
-0.6s vs yesterday
Campaigns live
4
1 in draft
Output bank
1.2k
approved this month

Agent Fleet· orchestrated by Hermes

AgentRoleStatusCurrent taskQueueToday
H
Hermes
core orchestrator · v2.4
Brief routerRunningRouting 3 briefs to OpenClaw347 routed
VS
Viral Swipe Intelligence
eye · scans TikTok / IG / X
Hook intakeRunningIndexing 12 new swipes12280 swipes
OC
OpenClaw
hands · editorial / fashion gen
Image generationRunningEditorial spread · Stratosphere218 renders
PA
Performance Analyst
brain · post-publish loop
Metrics ingestIdleLast run 12m ago · 4 accounts09 reports
CR
Competitor Research
eye · Firecrawl driver
Brand scrapeIdleLast: glossier.com · 1h ago03 briefs
UA
UI Analysis
eye · design-system reader
Visual breakdownIdleLast: linear.app · 3h ago01 brief
CS
Clone Site
eye · reconstruction bundles
Site cloneStandby0

Content Intelligence· engine: composite v0 · learns from your Airtable history + heuristics + swipe library

@aurora · "morning skincare reset" · 28s reel
Analyzed 14m ago · Aurora UGC pilot · TikTok variant · 1080×1920 · talent #04
Analysis complete
Hook score
8.4/10
First 1.5s · face + bold caption + pattern interrupt detected. Above your Aurora top-decile (7.8 avg).
Narrative arc
Clean 4-beat
setupturnturnpayoff
Setup at 0–3s · turns at 6s / 14s · payoff at 24s. Matches 17 viral refs from your swipe library.
Predicted retention
62% @ 25s
Hold-rate to 25s vs Aurora baseline 48% · drop at 6s flagged on the turn cut.
Virality composite
8.1/10
Top 6% of last 90 analyses · weighted: hook 35% · arc 25% · curve 25% · history 15%.
Similar viral references from your swipe library
@cleo6.8M
@dewydaily2.1M
@skincoded1.4M
@gracebrown980k

Prompt Studio· 214 prompts · learns from your edits + approval history

Library
Writer
Versions
All brands
Stratosphere
Manifesto
Aurora
Render-time
Agent-side
NameTagsVersionUsedLast
aurora_ugc_morning_v04
"close-up of [TALENT] applying serum, soft window light, ASMR pacing, caption hook..."
auroraugcopenclaw
v04 38 14m ago
stratosphere_founder_editorial_v07
"founder portrait, editorial fashion lighting, GT America headline overlay..."
stratosphereeditorialopenclaw
v07 54 2h ago
hermes_brief_router_system_v12
"You are Hermes. Route the incoming brief to the agent best matching..."
hermessystem
v12 1,142 3m ago
meme_hook_caption_v03
"Generate a meme caption that hooks within 4 words, uses pattern interrupt..."
memecaption
v03 22 1d ago
viral_swipe_intake_analyzer_v05
"Extract hook structure, narrative arc, and shot list from this swipe..."
viral-swipeanalyzer
v05 280 just now
manifesto_voice_post_v02
"Operator energy, build the OS not the deck, no marketing speak..."
manifestopost
v02 16 4h ago
Writer tab Goal → AI drafts a prompt → shows "learned from these 5 past prompts" sidebar with edits applied. Save back to library with auto-versioning.

Templates· 5 ready · 1 in draft

On-Brand Post
1080² square · brand-locked palette + voice
API · Seedance54 used
Meme Generator
Caption-aware · format library · hook scoring
Local · SDXL22 used
Video Generator
9:16 reels · Seedance i2v · storyboard-driven
API · Seedance11 used
UGC
Identity-locked talent · 30s vertical · selfie aesthetic
Local · Identity LoRA17 used
New Template
Spin up a pipeline from prompt + reference set
Draft

Generation Engine

Auto
Local
API

Local 3 GPUs

ComfyUI cluster routing your LoRAs and identity locks.
  • ComfyUI cluster · 3 × RTX 4090
  • Flux LoRA · stratosphere_founder_v04
  • SDXL Turbo · meme-aspect lib
  • Identity LoRA · 4 talents locked
Healthy · queue depth 5 · 2.1s avg

API 4 vendors

Hosted models for speed, scale, or capabilities we don't run locally.
  • Seedance 2.0 · i2v + t2v
  • Flux Pro 1.1 · via Replicate
  • Runway · gen-3 turbo
  • ModelArk · Ark API key set
All endpoints reachable

Storyboard Creator· 3 in progress · break a brief into shot-by-shot scenes with per-clip scores

Hook scroll-arrest · Aurora UGC pilot
9:16 · 30s Talent #04 Aurora Skincare Last edit 3m ago
Weighted virality 7.6/10 Above baseline
SCENE 010–3s
Close-up · talent reacts to mirror · bold caption appears
"wait — that's not water?"
Local · UGC LoRA9.1
SCENE 023–6s
Reveal · bottle in frame · text overlay "rosewater + niacinamide"
"so I switched my morning"
Local7.4
SCENE 036–10s
Application · slow-mo skin texture macro
"this is week one — week two below"
API · Seedance6.2
SCENE 0410–14s
Time-lapse · same angle, week 2 result · subtle glow
"and this is two."
API · Seedance7.8
SCENE 0514–18s
Talking head · explains hero ingredient · soft window light
"the rosewater binds before the actives go in"
Local6.8
SCENE 0618–22s
Cutaway · product on dresser · "shop link in bio" caption
— (no VO, caption only)
Local5.4
SCENE 0722–26s
Return to face · smile · confident energy
"two weeks. that's it."
Local · UGC LoRA8.0
SCENE 0826–30s
End card · logo · CTA · soft fade
"link in bio."
Local6.0
+
8 scenes · 30s total · 5 local + 3 API · est. render 4m 12s
Composite scoring: hook 35% · arc 25% · curve 25% · history 15%

Brand System· 3 kits · 47 accounts assigned

S

Stratosphere

12 accounts · founder-led editorial
GT America · Editorial New
"Measured, sharp, founder-first. No hype."
M

Manifesto Agency

22 accounts · agency house brand
Söhne · Söhne Mono
"Operator energy. Build the OS, not the deck."
A

Aurora Skincare

13 accounts · DTC pilot · UGC heavy
Migra · Söhne
"Soft, dewy, intimate. Talk like a friend."

Campaigns

Q2 Founder Series
Stratosphere · LinkedIn + X · weekly cadence
May 01 → Jun 15
4 accts
38 / 52 posts
Live
Manifesto Brand Refresh
Manifesto Agency · IG + LinkedIn · launch cadence
May 10 → May 28
2 accts
12 / 18 posts
Live
Aurora UGC Pilot
Aurora · TikTok + IG Reels · identity-locked talent
May 15 → Jun 30
8 accts
4 / 64 posts
Behind
AI Voice Test (B-tier)
Multi-brand · X + LinkedIn · daily cadence
May 20 → May 25
12 accts
24 / 36 posts
Live
Summer Editorial
Stratosphere + Aurora · IG main feed
Jun 01 → Aug 31
14 accts
Draft
Draft

Output Bank· last 24h · 142 generations · 89 approved · 41 in review · 12 rejected

APPROVED
02m
REVIEW
04m
APPROVED
07m
APPROVED
12m
REJECTED
14m
REVIEW
18m
APPROVED
22m
APPROVED
27m
REVIEW
31m
APPROVED
36m
APPROVED
41m
REVIEW
47m

Performance· post-publish loop · feeds Hermes routing weights nightly

Best post · 7d
412k views
@aurora · UGC scene-01 cut
Engagement rate
6.8%
+1.2 pts vs 30-day avg
Agent utilization
71%
Hermes 92% · OpenClaw 64%
Cost per approved
$0.41
-$0.08 (mostly local shift)

Top performers · last 30 days

01
Aurora · "morning skincare reset"
UGC · 9:16 · Talent #04 · IG Reels
412k
views
9.2
02
Stratosphere · founder hot take #14
Editorial · 1:1 · LinkedIn
128k
impr.
8.4
03
Aurora · "two weeks" diptych
UGC · 9:16 · TikTok
204k
views
8.1
04
Manifesto · "OS not deck" carousel
On-brand post · 1:1 · LinkedIn
42k
impr.
7.6
05
Aurora · meme · "pH chart"
Meme · 1:1 · IG
88k
views
7.2

Template performance · 30d

UGC
17 published · 11 approved
7.9
avg score
+12%
On-Brand Post
54 published · 49 approved
7.1
avg score
+4%
Editorial / Founder
38 published · 35 approved
6.8
avg score
+1%
Meme
22 published · 14 approved
5.9
avg score
-3%
Social Banner
38 published · 36 approved
5.5
avg score
flat

Spine & Integrations

CORE
manifesto-agent-core
Bootstrap pending
DNA · shared agent kit · sibling of Marketing OS · target v0.1.0
OS
AI Agency OS
Connected
Sibling system · marketing ops · agora.manifestoagency.co
AT
Airtable
Synced
AI Creatives OS base · 25 tables · 6 populated
N
Notion
Synced
Firecrawl Library DB · calendar · weekly planning
FJ
FigJam
Connected
Storyboard board · approval queue · 8 pending
GD
Google Drive
Connected
Asset warehouse · 12.4k files · taxonomy mirror
R2
Cloudflare R2
Connected
Bulk asset store · 184 GB · public CDN ready
HF
Hugging Face
Connected
Private model registry · 4 LoRAs · 1 base checkpoint