Mission Control

Frugal AI

IBM Consulting thought leadership. CIO-level audience.

Deployables

Frugal AI Three-Pager

frugal-ai.pages.dev � IBM Consulting � 3 screens

CLOUDFLARE

Frugal AI Three-Pager (Named Route)

frugal-ai.pages.dev/frugal-ai-threepager.html

CLOUDFLARE

Frugal AI Four-Pager (Extended)

frugal-ai.pages.dev/frugal-ai-fourpager.html � Path Forward preserved

CLOUDFLARE

Video Production

Beat Preview Lab LOCKED

16 original text animation sequences. READ-ONLY.

FRUGAL-AI/sequences/preview.html

Beat Map Workbench

All 16 beats with timing. Narrative review and sequence reference.

FRUGAL-AI/sequences/workbench.html

Stitch Studio

B-roll composite build surface. Beats 01-02 locked.

FRUGAL-AI/sequences/stitch-studio.html

Signal Scout

Sizzle reel + product site. Beat maps locked. DaVinci assembly pending.

Deployables

Signal Scout Site

Breathing splash + coming soon � Not yet live

PENDING

Locked Assets

Website V1 ??

Locked. Read-only reference.

Coming Soon Shipped ??

Final shipped video asset.

Production Environments

Beat Map Studio

All sizzle beats. Narrative structure.

Comp Studio

Satellite + splash composition.

Interactive Demo V3

15 screens. Config ? Dashboard ? Output.

Chime Talking Head

Jordan footage + IBM blue text beats + banking b-roll. DaVinci assembly in progress.

Deployables

Final Cut

DaVinci assembly in progress � No locked render yet

PENDING

Locked Assets

B-Roll Package ??

5 b-roll clips. which-customers, why, seconds, predictions, to-act-on.

Production Environments

Stitch Studio

Full beat map playback.

Asset Browser

41 clip thumbnails.

Beat Map Studio

Chime text beat overlays.

Build Folder

Desktop\CHIME TALKING HEAD BUILD 5.21.26\
+-- Jordan-Talking-Head.mp4
+-- Jordan-Audio.wav � Background-Music.wav
+-- Chime-Dashboard-Focusee.mp4 � Chime-UI-Full.mp4
+-- broll-which-customers.mp4 � broll-why.mp4
+-- broll-seconds.mp4 � broll-predictions.mp4 � broll-to-act-on.mp4
+-- man-credit-card-phone.mov � woman-atm.mp4 � atm-buttons.mp4
+-- ibm-end-card.mp4 � Jordan-UA-Alt-Audio.mp4

Category Creation — Frugal AI / AI Economic Stack

Single source of truth for the Lean AI category creation playbook.

Category Playbook — LIVE DEPLOYED

lean-ai.pages.dev · 4 chapters · Category Kings table (11 kings) · Six frameworks · Wikipedia strategy · Domain grid

Category Name LOCKED

Frugal AI / AI Economic Stack · AI Economics · Lean AI · TokenOps · Precision AI

Enemy: Maximum-by-Default · Tagline: Lean economics on high-performing systems.

Domains ACQUIRED

ai-economics.com · lean-ai.com · token-ops.io · precision-built.ai

Beat Maps A/B/C DROP ZONE

dropzone-ans.pages.dev · PIN 7777 · Talk Tracks A B C extracted from lean-ai.pages.dev Ch.1

Execution Sequence

Step 1 — Publish Brief DONE

lean-ai.pages.dev is live. Claim timestamped.

Step 2 — Submit 4 Wikipedia Pages

Drafts at projects/content-engine/wiki-drafts/ · Chris to review before publish

Step 3 — Content Seeding Calendar

Talk tracks A/B/C ready · LinkedIn cadence not built yet

Step 4 — Analyst Briefing Sequence

Not started

Step 5 — The Flywheel

Not started

Three-Pagers — Hakkoda / IBM

Modular vertical sales decks. IBM Carbon design system. Format: Capabilities → Systems → Success. Before→After structure throughout.

Page 1 — Capabilities LOCKED

Cross-vertical range. Lead with what Hakkoda can do. Before→After per capability card. Pain = before. Outcome = after.

Page 2 — Systems

Named accelerators, solution architecture, differentiators. Depth of delivery.

Page 3 — Success

Confirmed metrics, client outcomes, sourced proof. No metric without source.

Source of Truth Assets

hakkoda-site-scrape.md — 157KB · 26 pages

Desktop/three-pagers/assets/hakkoda-source/ · Also at dropzone-ans.pages.dev (PIN: 7777)

hakkoda-claude-debrief.docx — Production Brief

Desktop/three-pagers/assets/hakkoda-source/ · Design system, copy rules, build protocol

README.md — Format Spec + Vertical Map

Desktop/three-pagers/assets/hakkoda-source/README.md

Vertical Coverage

Healthcare

15K chars · Full

Financial Services

15K chars · Full

Automotive

15K chars · Full

Manufacturing

10K chars · Good

AI / Snowflake

25K chars · Full

Retail

JS-rendered · needs /interact

Media

JS-rendered · needs /interact

Build Status

Intelligent Automation — LOCKED

THREE-PAGER-VIDEO-FINAL.html

Decision Intelligence — LOCKED

02-decision-intelligence-FINAL.html

Data Management — LOCKED

03-DM-FINAL.html

CPI — LOCKED

04-CPI-FINAL.html

Data Products — IN PROGRESS

05-data-products-FINAL.html

Trusted Data — QUEUED

06-trusted-data-FINAL.html

DIJ — QUEUED

07-dij-FINAL.html

Build: Under Armour V2

Jordan talking head + sport beats + screen animations. 56.6s total.

DaVinci Project

Project: UA_v2_5-10-26 (active) + UA_v2_5-10-26-SAFE-BACKUP (revert)
Timeline: UA-V2-Main � 24fps
V1 Draft: exported as MP4

Timeline Layout

V1: Jordan_UA_V3.mp4 (full 56.6s talking head)
V2: 13 overlays (b-roll, screen anims, personas, end-card)
V3: 4 sport equipment beat hits (3.46s-4.82s)
V4: "the campaign already exists" dictation overlay
V5: 86% mega animation (months-to-days)
V6: Lower-third name card (Jordan Coombs / Head of AI / IBM)
A1: Jordan audio
A2: DopeTunes-trimmed-56s.wav

Source Assets

Source Folder

Jordan footage + 7 screen anims + DopeTunes

Status

☐ More text overlays for key moments
☐ Audio levels (DopeTunes vs Jordan voice balance)
☐ Full playback review
☐ Portrait version
☐ Additional b-roll gaps

Build: FIS Trade Risk

Cortex unified animation - Trade Risk Alert Classification use case for Financial Services.

Final Build

Cortex Unified V11 (Latest)

Full animated sequence minus last screen.

Cortex Unified V7 (Final)

Locked handoff version.

Build History

workspace/projects/client-work/handoffs/HO-01/
+-- Use Case Rebuilds/Financial Services/
    +-- FIS Trade Risk Alert Classification/
        +-- cortex_unified_v7_FINAL.html
        +-- cortex_unified_v8_SOLID.html
        +-- cortex_unified_v11.html
        +-- unified builds/ (v3-v7)

Status

☐ Needs redo with new pipeline + quality bar
☐ Apply new motion design principles (Reel agent)
☐ Consider Seedance for animated transitions
☐ Update to current visual identity

Signal Scout Demo

Interactive product demonstrations.

Full Demo V3 15 SCREENS

Config?Dashboard?Queue?Framework?Format?Output

Demo V2 (Locked)

Dashboard + detail panel + frameworks.

Mock Site V2 (Template)

Original dark-mode dashboard.

Dev Spec

Complete developer handoff documentation.

Signal Scout V1 Spec FULL

Sources, scoring engine (9 layers), frameworks (14), outputs, data flow.

Beat Maps

Production scripts for sizzle reels.

3 Beat Maps DELIVERED

A: 60s Launch � B: 30s Social Hook � C: 90s Founder Story

Skill Repository

Custom-built skills for our pipeline. Use these - don't freestyle.

Production Skills (Use These)

html-editor

HTML editing protocol. Backup first, no regex on nested HTML, one server, verify every change.

skills/html-editor/SKILL.md

three-pager-builder

IBM Carbon three-pager documents. Tabs, cards, dark/light theme, deploy to Cloudflare.

skills/three-pager-builder/SKILL.md

beat-narrative

Beat map creation, narrative structure, sizzle reel scripts.

skills/beat-narrative/SKILL.md

higgsfield

Higgsfield CLI for video/image generation. Seedance, Kling, Veo, Flux prompts + workflows.

skills/higgsfield/SKILL.md

playwright-automation

Browser automation + HTML animation recording to video.

skills/playwright-automation/SKILL.md

deep-research

Research, intelligence gathering, synthesis, source validation.

skills/deep-research/SKILL.md

comp-studio

Composition workflow. Asset selection, layering, visual hierarchy decisions.

skills/comp-studio/SKILL.md

visual-mastery

Expert design reference. Gurney color theory, visual principles, composition rules.

skills/visual-mastery/SKILL.md

subagent-driven-dev

Agent dispatch patterns. How to split work across specialized agents efficiently.

skills/subagent-driven-dev/SKILL.md

prompt-library

Our custom prompt templates. Reusable prompts for generation, editing, analysis.

skills/prompt-library/SKILL.md

ai-marketing

Marketing frameworks, copy, campaigns, content strategy.

skills/ai-marketing/SKILL.md

openmontage

Remotion-based video montage pipeline. 12 production pipelines.

skills/openmontage/SKILL.md

execution-protocol

Task execution rules. How to run tasks with verification and no shortcuts.

skills/execution-protocol/SKILL.md

design-skill-os

Design operating system. Principles, systems, and decision frameworks for visual work.

skills/design-skill-os/SKILL.md

full-page-screenshot

Full-page screenshot automation for HTML pages and web assets.

skills/full-page-screenshot/SKILL.md

Template Packs (Installed, Not Custom)

62 template skills from Anthropic, Obra, and Composio skill packs. Available but not tailored to our workflow.

anthropic-* (17 skills)

Frontend design, brand guidelines, doc coauthoring, PDF, PPTX, XLSX, DOCX, webapp testing, and more.

obra-* (10 skills)

Brainstorming, executing plans, debugging, code review, writing plans, git worktrees, test-driven dev.

composio-* (31 skills)

Lead research, meeting insights, invoice organizer, competitive ads, domain brainstormer, and more.

Tool Matrix

Connected tools and how they flow in our pipeline.

Pipeline Flow

INPUT Chris voice/direction
  ↓ Winston parses → ROUTER dispatches
AGENTS Script · Shot · Reel · Sonic · Pix · Ink
  ↓ Agents execute with tools
GENERATE Higgsfield (Seedance/Kling/Nano Banana) · Playwright · HTML/CSS
  ↓ Assets produced
PREVIEW Comp Studio · localhost browser
  ↓ Chris approves
ASSEMBLE DaVinci Resolve · ffmpeg · Focusee
  ↓
DEPLOY Cloudflare · Slack · LinkedIn · GitHub

Tools (Status)

● Higgsfield - Ultra plan � Seedance/Kling/Veo/Nano Banana � CLI connected
● Envato Elements - Stock footage, images, audio
● DaVinci Resolve - Studio 20.3.3
● Focusee - Screen recording with zoom/pan
● Playwright - Headless HTML?MP4
● ffmpeg - v8.1 � trim/convert/stitch
● rembg - Background removal
● OpenClaw - Opus 4.6 (main) + Sonnet (sub-agents)
● Blender - 5.1.2 pending install

OpenMontage

Remotion-powered parallel video production pipeline. React-to-MP4. 12 active pipelines.

What It Is

STACK Remotion 4.0.438 + React + ffmpeg
RUNTIME Node.js renderer ? local MP4 output
LOCATION projects/animation-agent/
PIPELINES 12 active production pipelines
DISTINCT FROM Main DaVinci pipeline � parallel track for motion graphics

Pipeline Architecture

HTML ? MP4

React components with CSS animations rendered frame-by-frame to video. No screen recording required.

Beat-Synced

Frame-accurate timing. Beat map drives animation keyframes. Precise audio sync.

Parallel Tracks

Multiple sequences render simultaneously. Independent of DaVinci project state.

Typewriter Engine

6 frames/letter, 0.2s per letter. Audience-aware copy. Cyan accent + white base.

Sizzle Renderer

V6d locked at 31s. Snappy pace. One typewriter per sequence. B-roll gap architecture.

Signal Scout Sizzle

Active build. V6d delivered. Ready for final render pass with b-roll gaps filled.

Status

☑ Remotion 4.0.438 installed � Node.js renderer operational
☑ Signal Scout Sizzle V6d � 31s rendered
☐ Full spec capture for OpenMontage architecture � ask Winston
☐ OpenMontage page to be expanded once spec is locked with Chris

Render Environment

Signal Scout Sizzle V6d

Current locked sizzle. 31s. Open in browser.

Comp Studio

Live comp environment for Signal Scout. Sequence review.

Tasks

Agents + System

Ecosystem Map

Studio Overview

Studio

Asset Library

Frugal AI

Signal Scout

Chime Talking Head

Category Creation — Frugal AI / AI Economic Stack

Three-Pagers — Hakkoda / IBM

Build: Under Armour V2

Build: FIS Trade Risk

Signal Scout Demo

Dev Spec

Beat Maps

Skill Repository

Tool Matrix

OpenMontage

Tasks

Agents + System

Ecosystem Map

Studio Overview

Studio

Asset Library

Frugal AI

Signal Scout

Chime Talking Head

Category Creation — Frugal AI / AI Economic Stack

Three-Pagers — Hakkoda / IBM

Build: Under Armour V2

Build: FIS Trade Risk

Signal Scout Demo

Dev Spec

Beat Maps

Skill Repository

Tool Matrix

Add Task

OpenMontage