flowchart TD
subgraph STEP0[“🔍 STEP 0: COMMUNITY SCANNER + COURSE ENGINE”]
SCAN([“Community
Engagement Scan”])
SCAN –> WELCOME[“DM Welcome
New Signups”]
SCAN –> REPLIES[“Reply to
Comments”]
SCAN –> DETECT[“Milestones +
Stale Members”]
SCAN –> MINE[“Mine Teaching
Day Topics”]
SCAN –> COURSE[“📚 Course Engine
Lesson Comments +
Student Progress”]
end
subgraph INPUT[“📥 CONTENT SOURCES”]
F[“Feedly Pro+
→ Zapier
→ Google Sheet”]
D[“Dean’s Manual
Entry / Topic”]
end
subgraph SCORING[“📊 CONTENT SELECTION”]
HS[“Harvest Score
Algorithm”]
HI[“Priority = High?
Bypass Scoring”]
end
subgraph ENGINE[“⚙️ BLOG ENGINE v1.4”]
BE[“Blog Engine
Master Content
Artifact”]
SEO[“SEO Package
(Rank Math API)”]
RR[“Related Reading
Block (3 links)”]
EX[“Custom Excerpt”]
end
subgraph PUBLISH[“🚀 PUBLISHING”]
WP[“WordPress
REST API”]
RM[“Rank Math API
SEO Auto-Set”]
FI[“Featured Image
Pipeline”]
end
subgraph DISTRIBUTE[“📡 DISTRIBUTION”]
FC1[“Fluent Community
Blog Posts Space”]
FC2[“Fluent Community
Daily Discussion”]
CS[“ContentStudio
Direct API
(6 Social Posts)”]
EM[“FluentCRM
Auto Email @ 9AM”]
HG[“HeyGen Script
(Wed Only)”]
DS[“Daily Seed Script”]
end
F –> HS
D –> HI
D –> HS
HI –>|”Yes”| BE
HS –>|”Winner Selected”| BE
BE –> SEO
BE –> RR
BE –> EX
SEO –> WP
RR –> WP
EX –> WP
WP –> RM
WP –> FI
FI –>|”Image URL”| FC1
FI –>|”Image URL”| CS
WP –> FC1
WP –> FC2
WP –> CS
WP –>|”Auto-detect”| EM
BE –> HG
BE –> DS
style INPUT fill:#f0efe8,stroke:#949676,stroke-width:2px,color:#262626
style SCORING fill:#f0efe8,stroke:#949676,stroke-width:2px,color:#262626
style ENGINE fill:#f5f5ef,stroke:#949676,stroke-width:2px,color:#262626
style PUBLISH fill:#e8e8de,stroke:#949676,stroke-width:2px,color:#262626
style DISTRIBUTE fill:#e0e0d5,stroke:#949676,stroke-width:2px,color:#262626

flowchart TD
START([“🌅 News Day Session Starts”]) –> CHECK{“Priority = High
in Queue?”}
CHECK –>|”Yes”| OVERRIDE[“Bypass Scoring
Publish High Priority
(FIFO Order)”]
CHECK –>|”No”| PULL[“Pull All ‘New’ Rows
from Content Tracker”]
PULL –> TRIAGE[“Triage Pass
Score on Title + Source”]
TRIAGE –> ELIMINATE[“Eliminate Bottom Half”]
ELIMINATE –> DEEP[“Deep Read
web_fetch Top 5-6″]
DEEP –> SCORE[“Apply Weighted
Scoring Formula”]
subgraph FORMULA[“📐 SCORING FORMULA (Max 10.0)”]
A1[“Audience Relevance × 0.35”]
A2[“Timeliness × 0.30”]
A3[“Brand Alignment × 0.20”]
A4[“Engagement Potential × 0.15”]
end
SCORE –> FORMULA
FORMULA –> GUARDS{“Quality Guardrails”}
GUARDS –> G1[“Source Floor
(-2 for Medium posts)”]
GUARDS –> G2[“Topic Diversity
(Check last 3 published)”]
GUARDS –> G3[“Audience Balance
(+0.5 bonus)”]
G1 –> SELECT[“Auto-Select Winner”]
G2 –> SELECT
G3 –> SELECT
SELECT –> UPDATE[“Update Tracker
Score, Angle, Notes”]
UPDATE –> PIPELINE[“Launch Full
Publish Pipeline”]
OVERRIDE –> PIPELINE
PIPELINE –> DONE([“✅ Published”])
style START fill:#949676,stroke:#6e7058,color:#fff
style DONE fill:#949676,stroke:#6e7058,color:#fff
style FORMULA fill:#f5f5ef,stroke:#949676,stroke-width:2px,color:#262626
style SELECT fill:#e8e8de,stroke:#6e7058,stroke-width:2px,color:#262626

flowchart TD
START([“📰 News Day
Mon / Wed / Fri”]) –> HS[“Run Harvest Score”]
HS –> BE[“Blog Engine v1.4
Master Content Artifact”]
BE –> WP[“WordPress REST API
Publish + Taxonomy + Slug”]
WP –> RM[“Rank Math API
SEO Auto-Set”]
RM –> FI[“Featured Image Pipeline
(Together.ai FLUX)”]
FI –> MEDIA[“Upload to WP Media
Set featured_media”]
MEDIA –> FC1[“Fluent Community
Blog Posts Space”]
MEDIA –> FC2[“Fluent Community
Daily Discussion”]
MEDIA –> CS[“ContentStudio API
6 Posts Staggered”]
WP –>|”Auto 9AM”| EM[“FluentCRM Email”]
BE –> DS[“Daily Seed Script
+ YouTube Metadata”]
BE –> WED{“Wednesday?”}
WED –>|”Yes”| HG[“HeyGen Script
(≤5000 chars)”]
HG –> ZAP[“Zapier Webhook
Trigger Render”]
ZAP –> YT2[“YouTube Metadata
@HarvestKernel”]
WED –>|”No”| SKIP[“Skip HeyGen”]
BE –> TRACK[“Update Tracker → Complete”]
TRACK –> DONE([“✅ All Published”])
style START fill:#949676,stroke:#6e7058,color:#fff
style DONE fill:#949676,stroke:#6e7058,color:#fff
style WED fill:#f5f5ef,stroke:#949676,stroke-width:2px

flowchart TD
START([“🎓 Teaching Day
Tue / Thu”]) –> ASK[“⚠️ Claude ASKS
for Teaching Topic”]
ASK –> DEAN[“Dean Provides
Today’s Topic”]
DEAN –> VERIFY{“Topic Different
from News Day?”}
VERIFY –>|”No”| REVISE[“Revise for Diversity”]
REVISE –> DEAN
VERIFY –>|”Yes”| GENERATE[“Generate Content
from Teaching Topic”]
GENERATE –> DS[“Daily Seed Script
(Talking Points)”]
GENERATE –> SOCIAL[“Social Atomizer
3 LinkedIn + 3 X”]
GENERATE –> FC[“Fluent Community
Daily Discussion”]
DS –> YT[“YouTube Metadata
@TheDailySeedHK”]
SOCIAL –> CSAPI[“ContentStudio API
Staggered Schedule”]
GENERATE –> TRACK[“Update Tracker”]
TRACK –> MANUAL([“📌 DEAN RECORDS:
Teaching Video + Daily Seed
Upload → Opus Clips”])
style START fill:#949676,stroke:#6e7058,color:#fff
style MANUAL fill:#f0efe8,stroke:#949676,stroke-width:2px,color:#262626
style ASK fill:#e8e8de,stroke:#6e7058,stroke-width:2px,color:#262626

flowchart TD
START([“🎨 Image Pipeline”]) –> CAT[“Determine WP Category”]
CAT –> MOOD[“Select Category Visual Mood”]
subgraph MOODS[“🎭 CATEGORY VISUAL MOODS”]
M1[“ai-literacy: Organic + Digital”]
M2[“ai-news: Dynamic Landscapes”]
M3[“industry-impact: Aerial Views”]
M4[“education: Warm Spaces”]
M5[“ai-tools: Precision Instruments”]
M6[“seedstacking: Digital Sprouts”]
end
MOOD –> MOODS
MOODS –> PROMPT[“Build FLUX Prompt”]
PROMPT –> API[“Together.ai FLUX.1.1-pro
1216×640, 20 steps”]
API –> LOGO{“Company in
article?”}
LOGO –>|”Yes”| FETCH[“Fetch Logo
(Registry / Favicon)”]
LOGO –>|”No”| OVERLAY
FETCH –> OVERLAY[“Python/Pillow A-Grade Overlay”]
subgraph COMPOSITE[“🖼️ OVERLAY COMPONENTS”]
C1[“Color-Extracted Gradient”]
C2[“Dynamic Title (Poppins Bold)”]
C3[“Sage Accent Line + Glow”]
C4[“Edge Vignette 60px”]
C5[“HK Logo Drop Shadow”]
C6[“Gaussian Blur Shadow”]
C7[“Company Logo (Top-Left)”]
end
OVERLAY –> COMPOSITE
COMPOSITE –> CROP[“Center-Crop to 1200×628”]
CROP –> UPLOAD[“WP REST API Upload”]
UPLOAD –> SET[“Set as featured_media”]
SET –> DIST[“Image URL → ALL Channels”]
subgraph CHANNELS[“📡 DISTRIBUTION”]
CH1[“ContentStudio”]
CH2[“Fluent Community”]
CH3[“FluentCRM Email”]
CH4[“WordPress”]
end
DIST –> CHANNELS
style START fill:#949676,stroke:#6e7058,color:#fff
style MOODS fill:#f5f5ef,stroke:#949676,stroke-width:2px,color:#262626
style COMPOSITE fill:#f0efe8,stroke:#949676,stroke-width:2px,color:#262626
style CHANNELS fill:#e8e8de,stroke:#949676,stroke-width:2px,color:#262626

flowchart TD
START([“📱 Social Atomizer v1.4”]) –> CHECK[“🔍 COLLISION CHECK
Query ContentStudio
for scheduled posts”]
CHECK –> SLOTS{“Existing posts
found?”}
SLOTS –>|”Yes”| INTERLEAVE[“Apply Interleaving Rules
• Max 1 LI + 1 X per day
• Conversion CTAs on Tue-Thu
• Alternate campaign topics”]
SLOTS –>|”No”| STANDARD[“Use Standard
3-Day Stagger”]
INTERLEAVE –> IMGCHECK
STANDARD –> IMGCHECK
IMGCHECK{“News Day or
Teaching Day?”}
IMGCHECK –>|”News Day”| BLOGIMG[“Use Blog
Featured Image”]
IMGCHECK –>|”Teaching Day”| FLUXIMG[“Generate FLUX.1.1-pro
Teaching Day Image
+ A-Grade Overlay
→ Upload to WP Media”]
BLOGIMG –> ATOM[“Generate 6 Social Posts”]
FLUXIMG –> ATOM
ATOM –> LI[“LinkedIn: 3 Posts”]
ATOM –> TW[“X / Twitter: 3 Posts”]
subgraph LINKEDIN[“💼 LINKEDIN”]
L1[“Insight Leader
(No link — algo friendly)”]
L2[“Vulnerable Educator
(Story — drives comments)”]
L3[“Conversation Starter
(CTA → /portal)”]
end
subgraph TWITTER[“🐦 X / TWITTER”]
T1[“The Hook
(No link)”]
T2[“The Stat
(No link)”]
T3[“The Question
(CTA → /portal)”]
end
LI –> LINKEDIN
TW –> TWITTER
LINKEDIN –> CS[“ContentStudio Direct API
(Image attached to ALL posts)”]
TWITTER –> CS
CS –> DONE([“✅ 6 Posts Interleaved
Max 1 per platform per day
Clear before Monday”])
style START fill:#949676,stroke:#6e7058,color:#fff
style DONE fill:#949676,stroke:#6e7058,color:#fff
style CHECK fill:#fff3e0,stroke:#e67e22,stroke-width:2px,color:#262626
style FLUXIMG fill:#e8f5e9,stroke:#4caf50,stroke-width:2px,color:#262626
style LINKEDIN fill:#f0efe8,stroke:#949676,stroke-width:2px,color:#262626
style TWITTER fill:#f5f5ef,stroke:#949676,stroke-width:2px,color:#262626

flowchart TD
START([“📅 Friday Planning”]) –> PUBLISH[“Run Friday News Day Pipeline”]
PUBLISH –> REVIEW[“Weekly Content Review”]
subgraph WEEK_REVIEW[“📋 WEEKLY REVIEW”]
WR1[“Articles Published
+ Harvest Scores”]
WR2[“Content Angles
+ Audiences Covered”]
WR3[“Performance Indicators”]
end
REVIEW –> WEEK_REVIEW
WEEK_REVIEW –> HEALTH[“Queue Health Check”]
subgraph QUEUE_CHECK[“🔍 QUEUE HEALTH”]
Q1[“Stale Articles
7+ days declining
14+ days flagged”]
Q2[“Topic Diversity”]
Q3[“Audience Balance”]
Q4[“Top-Scoring in Queue”]
end
HEALTH –> QUEUE_CHECK
QUEUE_CHECK –> GAPS[“Identify Content Gaps”]
GAPS –> PLAN[“Plan Next Week”]
subgraph PLANNING[“🗓️ NEXT WEEK”]
P1[“Mon — News Day”]
P2[“Tue — Teaching (TBD)”]
P3[“Wed — News + HeyGen”]
P4[“Thu — Teaching (TBD)”]
P5[“Fri — News + Review”]
end
PLAN –> PLANNING
PLANNING –> OBSIDIAN[“Scan Obsidian #hk-ready”]
OBSIDIAN –> VIDIQ[“Check VidIQ Trends”]
VIDIQ –> FINALIZE[“Weekly Harvest Artifact”]
FINALIZE –> DONE([“✅ Next Week Planned”])
style START fill:#949676,stroke:#6e7058,color:#fff
style DONE fill:#949676,stroke:#6e7058,color:#fff
style WEEK_REVIEW fill:#f5f5ef,stroke:#949676,stroke-width:2px,color:#262626
style QUEUE_CHECK fill:#f0efe8,stroke:#949676,stroke-width:2px,color:#262626
style PLANNING fill:#e8e8de,stroke:#949676,stroke-width:2px,color:#262626

flowchart TD
START([“Step 0: Community Scanner”]) –> MEMBERS[“GET /members\nsort_by=created_at”]
START –> ACTIVITY[“GET /activities\nper_page=50”]

MEMBERS –> NEW{{“New signups\nlast 48hrs?”}}
NEW –>|”Yes”| DMCHECK[“Check existing\nDM threads”]
DMCHECK –> DMEXIST{{“Thread\nexists?”}}
DMEXIST –>|”No”| SENDDM[“POST /chat/threads\nSend welcome DM”]
DMEXIST –>|”Yes”| SKIP1[“Skip\nalready welcomed”]

ACTIVITY –> FILTER[“Filter out\nuser_id 1”]
FILTER –> COMMENTS[“GET /feeds/id/comments\nfor each active feed”]
COMMENTS –> REPLIED{{“Dean replied\nafter member?”}}
REPLIED –>|”No”| REPLY[“POST /feeds/id/comments\nparam: comment\n+ heart reaction”]
REPLIED –>|”Yes”| SKIP2[“Skip\nalready responded”]

REPLY –> MILESTONE{{“Milestone\ndetected?”}}
MILESTONE –>|”First Comment”| CELEBRATE[“Acknowledge in reply”]
MILESTONE –>|”First Win”| CELEBRATE
MILESTONE –>|”Returning”| CELEBRATE
MILESTONE –>|”None”| STALE

SENDDM –> STALE
SKIP1 –> STALE
SKIP2 –> STALE
CELEBRATE –> STALE

STALE[“Check stale members\n7/14/30 day tiers”]
STALE –> MILD{{“7-13 days?”}}
MILD –>|”Yes”| MENTION[“Flag for @mention\nin Daily Discussion”]
STALE –> MOD{{“14-29 days?”}}
MOD –>|”Yes”| REENGAGEDM[“Send check-in DM”]
STALE –> DORMANT{{“30+ days?”}}
DORMANT –>|”Yes”| FLAG[“Flag for\nFriday review”]

MENTION –> TOPICS
REENGAGEDM –> TOPICS
FLAG –> TOPICS

TOPICS[“Mine topic candidates\nfrom member comments”]
TOPICS –> COURSEENG

subgraph PHASE4[“📚 PHASE 4: COURSE ENGINE”]
COURSEENG([“Course Engagement\nEngine”])
COURSEENG –> LESSONCOM[“Scan lesson\ncomments”]
COURSEENG –> PROGRESS[“Check student\nprogress milestones”]
COURSEENG –> STALESTUD[“Detect stale\ncourse students”]
COURSEENG –> ENROLL[“Welcome new\nenrollments”]
LESSONCOM –> INSTRREPLY[“POST instructional\nreply + heart”]
PROGRESS –> MILESTONE33{{“33/66/100%?”}}
MILESTONE33 –>|”Yes”| CONGRATS[“Send milestone\nDM”]
MILESTONE33 –>|”100%”| CELEBRATION[“Post in Wins\n& Harvests”]
STALESTUD –> STALE3{{“3/7/14 days?”}}
STALE3 –> NUDGE[“Send re-engagement\nDM”]
end

PHASE4 –> REPORT[“Output combined\nscan report”]
REPORT –> FRIDAY{{“Friday?”}}
FRIDAY –>|”Yes”| DASHBOARD[“Include Community\nHealth Dashboard”]
FRIDAY –>|”No”| DONE([“Proceed to\ncontent pipeline”])
DASHBOARD –> DONE

style START fill:#949676,stroke:#6e7058,color:#fff
style DONE fill:#949676,stroke:#6e7058,color:#fff
style SENDDM fill:#22c55e,stroke:#16a34a,color:#fff
style REPLY fill:#22c55e,stroke:#16a34a,color:#fff
style CELEBRATE fill:#e8720c,stroke:#c45e0a,color:#fff
style REENGAGEDM fill:#e8720c,stroke:#c45e0a,color:#fff
style DASHBOARD fill:#f0efe8,stroke:#949676,stroke-width:2px,color:#262626
style PHASE4 fill:#ede9fe,stroke:#7c3aed,stroke-width:2px,color:#262626
style COURSEENG fill:#7c3aed,stroke:#5b21b6,color:#fff
style INSTRREPLY fill:#7c3aed,stroke:#5b21b6,color:#fff
style CONGRATS fill:#7c3aed,stroke:#5b21b6,color:#fff
style CELEBRATION fill:#7c3aed,stroke:#5b21b6,color:#fff
style NUDGE fill:#7c3aed,stroke:#5b21b6,color:#fff