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improvement(academy): set 2, pages for the new video wave (workflow embeds, 2K players, full sequencing) #5382

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Merged
waleedlatif1 merged 12 commits into from
Jul 3, 2026
Merged

improvement(academy): set 2, pages for the new video wave (workflow embeds, 2K players, full sequencing) #5382

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dfb0ae2
academy: Chat section (intro, building) + Agents tool-calling and ski…
ouiliame Jul 2, 2026
fbc1e06
academy pages: Related documentation links point at real docs routes …
ouiliame Jul 2, 2026
93be6bf
academy: Tables — Workflow Columns page (combined-cut chapters, recei…
ouiliame Jul 2, 2026
08d17fe
academy set 2: five new pages (agents/block, agents/memory, knowledge…
ouiliame Jul 2, 2026
c8191b1
academy pages: every page shows the VIDEO's workflow (new academy-vid…
ouiliame Jul 2, 2026
6201927
academy: all video players point at the 2K blob set (academy/<slug>.m…
ouiliame Jul 2, 2026
562415c
biome: format academy-video-workflows.ts
ouiliame Jul 2, 2026
c9de5fe
fix (cursor/greptile): support-desk condition block uses branches + r…
ouiliame Jul 2, 2026
fbc21a0
biome: format meta.json (CI lint:check)
ouiliame Jul 2, 2026
0985082
fix (cursor): Start exposes <start.input>, not <start.ticket>/<start.…
ouiliame Jul 2, 2026
de35797
academy lesson material (CTO ask): FAQ on every lesson page + the ind…
ouiliame Jul 3, 2026
184b19d
fix: quote frontmatter descriptions that gained colons in the em-dash…
ouiliame Jul 3, 2026
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393 changes: 393 additions & 0 deletions apps/docs/components/workflow-preview/academy-video-workflows.ts
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Original file line number Diff line number Diff line change
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import type { PreviewWorkflow } from './workflow-data'

/**
* Workflows shown in the academy videos, reproduced block-for-block so each
* page's written supplement shows the same machine the video builds. Rows and
* operation labels match the videos (which match the block registry).
*/

/** files/intro + files/object — the invoice intake machine. */
export const AV_INVOICE_INTAKE_WORKFLOW: PreviewWorkflow = {
id: 'av-invoice-intake',
name: 'Invoice intake',
blocks: [
{
id: 'gmailtrigger',
name: 'Gmail Email Trigger',
type: 'gmail',
bgColor: '#E0E0E0',
position: { x: 0, y: 0 },
hideTargetHandle: true,
rows: [{ title: 'Include Attachments', value: 'Enabled' }],
},
{
id: 'file',
name: 'File',
type: 'file',
bgColor: '#40916C',
position: { x: 340, y: 0 },
rows: [
{ title: 'Operation', value: 'Read' },
{ title: 'Files', value: '<gmailtrigger.attachments[0]>' },
],
},
{
id: 'agent',
name: 'Agent',
type: 'agent',
bgColor: '#33C482',
position: { x: 680, y: 0 },
rows: [
{ title: 'Messages', value: 'Extract the invoice fields' },
{ title: 'Model', value: 'claude-sonnet-4-6' },
{ title: 'Files', value: '<file.files[0]>' },
],
},
{
id: 'supabase',
name: 'Supabase',
type: 'supabase',
bgColor: '#1C1C1C',
position: { x: 1020, y: 0 },
rows: [
{ title: 'Operation', value: 'Create a Row' },
{ title: 'Table', value: 'invoices' },
{ title: 'Data', value: '<agent.content>' },
],
},
],
edges: [
{ id: 'trigger-file', source: 'gmailtrigger', target: 'file' },
{ id: 'file-agent', source: 'file', target: 'agent' },
{ id: 'agent-supabase', source: 'agent', target: 'supabase' },
],
}

/** agents/block — the Qualify agent the camera rides through. */
export const AV_QUALIFY_WORKFLOW: PreviewWorkflow = {
id: 'av-qualify',
name: 'Qualify a lead',
blocks: [
{
id: 'start',
name: 'Start',
type: 'start_trigger',
bgColor: '#2FB3FF',
position: { x: 0, y: 0 },
hideTargetHandle: true,
rows: [{ title: 'Input', value: 'Lead' }],
},
{
id: 'qualify',
name: 'Qualify',
type: 'agent',
bgColor: '#33C482',
position: { x: 340, y: 0 },
rows: [
{ title: 'Messages', value: 'Qualify this lead: <start.input>' },
{ title: 'Model', value: 'claude-sonnet-4-6' },
],
},
{
id: 'response',
name: 'Response',
type: 'response',
bgColor: '#2F55FF',
position: { x: 680, y: 0 },
rows: [{ title: 'Data', value: '<qualify.content>' }],
},
],
edges: [
{ id: 'start-qualify', source: 'start', target: 'qualify' },
{ id: 'qualify-response', source: 'qualify', target: 'response' },
],
}

/** agents/memory — the Support agent with Memory set to Conversation. */
export const AV_MEMORY_WORKFLOW: PreviewWorkflow = {
id: 'av-memory',
name: 'Support agent with memory',
blocks: [
{
id: 'start',
name: 'Start',
type: 'start_trigger',
bgColor: '#2FB3FF',
position: { x: 0, y: 0 },
hideTargetHandle: true,
rows: [{ title: 'Input', value: 'Customer message' }],
},
{
id: 'support',
name: 'Support',
type: 'agent',
bgColor: '#33C482',
position: { x: 340, y: 0 },
rows: [
{ title: 'Messages', value: '<start.input>' },
{ title: 'Model', value: 'claude-sonnet-4-6' },
{ title: 'Memory', value: 'Conversation · user-123' },
],
},
],
edges: [{ id: 'start-support', source: 'start', target: 'support' }],
}

/** tables/operations — the Table block with a filtered query. */
export const AV_TABLE_OPS_WORKFLOW: PreviewWorkflow = {
id: 'av-table-ops',
name: 'Query the tickets table',
blocks: [
{
id: 'start',
name: 'Start',
type: 'start_trigger',
bgColor: '#2FB3FF',
position: { x: 0, y: 0 },
hideTargetHandle: true,
rows: [{ title: 'Input', value: 'Run' }],
},
{
id: 'table',
name: 'Table 1',
type: 'table',
bgColor: '#10B981',
position: { x: 340, y: 0 },
rows: [
{ title: 'Operation', value: 'Query Rows' },
{ title: 'Table', value: 'tickets' },
{ title: 'Filter Conditions', value: 'priority equals high' },
],
},
],
edges: [{ id: 'start-table', source: 'start', target: 'table' }],
}

/** agents/tool-calling — the Qualify agent with research tools attached. */
export const AV_TOOLS_WORKFLOW: PreviewWorkflow = {
id: 'av-tools',
name: 'Qualify with tools',
blocks: [
{
id: 'start',
name: 'Start',
type: 'start_trigger',
bgColor: '#2FB3FF',
position: { x: 0, y: 0 },
hideTargetHandle: true,
rows: [{ title: 'Input', value: 'Lead' }],
},
{
id: 'qualify',
name: 'Qualify',
type: 'agent',
bgColor: '#33C482',
position: { x: 340, y: 0 },
rows: [
{ title: 'Messages', value: 'Qualify this lead: <start.input>' },
{ title: 'Model', value: 'claude-sonnet-4-6' },
],
tools: [
{ type: 'exa', name: 'Search', bgColor: '#1F40ED' },
{ type: 'github', name: 'GitHub', bgColor: '#181717' },
{ type: 'hubspot', name: 'CRM', bgColor: '#FF7A59' },
],
},
{
id: 'response',
name: 'Response',
type: 'response',
bgColor: '#2F55FF',
position: { x: 680, y: 0 },
rows: [{ title: 'Data', value: '<qualify.content>' }],
},
],
edges: [
{ id: 'start-qualify', source: 'start', target: 'qualify' },
{ id: 'qualify-response', source: 'qualify', target: 'response' },
],
}

/** agents/skills — the same agent with a skill attached. */
export const AV_SKILLS_WORKFLOW: PreviewWorkflow = {
id: 'av-skills',
name: 'Qualify with a skill',
blocks: [
{
id: 'start',
name: 'Start',
type: 'start_trigger',
bgColor: '#2FB3FF',
position: { x: 0, y: 0 },
hideTargetHandle: true,
rows: [{ title: 'Input', value: 'Lead' }],
},
{
id: 'qualify',
name: 'Qualify',
type: 'agent',
bgColor: '#33C482',
position: { x: 340, y: 0 },
rows: [
{ title: 'Messages', value: 'Qualify this lead: <start.input>' },
{ title: 'Model', value: 'claude-sonnet-4-6' },
{ title: 'Skills', value: 'answer-with-citations' },
],
tools: [{ type: 'exa', name: 'Search', bgColor: '#1F40ED' }],
},
],
edges: [{ id: 'start-qualify', source: 'start', target: 'qualify' }],
}

/** chat/intro — the support-desk workflow the chat operates. */
export const AV_SUPPORT_DESK_WORKFLOW: PreviewWorkflow = {
id: 'av-support-desk',
name: 'support-desk',
blocks: [
{
id: 'start',
name: 'Start',
type: 'start_trigger',
bgColor: '#2FB3FF',
position: { x: 0, y: 60 },
hideTargetHandle: true,
rows: [{ title: 'Input', value: 'Ticket' }],
},
{
id: 'triage',
name: 'Triage',
type: 'agent',
bgColor: '#33C482',
position: { x: 320, y: 60 },
rows: [
{ title: 'Messages', value: '<start.input>' },
{ title: 'Model', value: 'claude-sonnet-4-6' },
],
tools: [{ type: 'knowledge', name: 'Help Center', bgColor: '#00B0B0' }],
},
{
id: 'condition',
name: 'Urgent?',
type: 'condition',
bgColor: '#FF752F',
position: { x: 660, y: 60 },
rows: [],
branches: [
{ id: 'condition-if', label: 'If', value: '<triage.urgent>' },
{ id: 'condition-else', label: 'else' },
],
},
Comment thread
cursor[bot] marked this conversation as resolved.
{
id: 'escalate',
name: 'Escalate',
type: 'slack',
bgColor: '#611F69',
position: { x: 1000, y: -40 },
rows: [{ title: 'Channel', value: '#support-urgent' }],
},
{
id: 'reply',
name: 'Reply',
type: 'agent',
bgColor: '#33C482',
position: { x: 1000, y: 160 },
rows: [{ title: 'Messages', value: 'Draft the reply' }],
},
{
id: 'log',
name: 'Log',
type: 'table',
bgColor: '#10B981',
position: { x: 1340, y: 60 },
rows: [
{ title: 'Operation', value: 'Insert Row' },
{ title: 'Table', value: 'tickets' },
],
},
],
edges: [
{ id: 'start-triage', source: 'start', target: 'triage' },
{ id: 'triage-condition', source: 'triage', target: 'condition' },
{
id: 'condition-escalate',
source: 'condition',
target: 'escalate',
sourceHandle: 'condition-if',
},
{ id: 'condition-reply', source: 'condition', target: 'reply', sourceHandle: 'condition-else' },
{ id: 'escalate-log', source: 'escalate', target: 'log' },
{ id: 'reply-log', source: 'reply', target: 'log' },
],
}

/** chat/building — the content-agent the chat builds: candidates drafted in
* parallel, media generated, an evaluator scoring, results kept. */
export const AV_CONTENT_AGENT_WORKFLOW: PreviewWorkflow = {
id: 'av-content-agent',
name: 'content-agent',
blocks: [
{
id: 'start',
name: 'Start',
type: 'start_trigger',
bgColor: '#2FB3FF',
position: { x: 0, y: 95 },
hideTargetHandle: true,
rows: [{ title: 'Input', value: 'Idea' }],
},
{
id: 'candidates',
name: 'Candidates',
type: 'parallel',
bgColor: '#1D1C1A',
position: { x: 320, y: 30 },
size: { width: 430, height: 170 },
rows: [],
},
{
id: 'writer',
name: 'Writer',
type: 'agent',
bgColor: '#33C482',
position: { x: 150, y: 62 },
parentId: 'candidates',
rows: [
{ title: 'Messages', value: '<start.input>' },
{ title: 'Model', value: 'claude-sonnet-4-6' },
],
},
{
id: 'evaluator',
name: 'Evaluator',
type: 'evaluator',
bgColor: '#8B5CF6',
position: { x: 840, y: 95 },
rows: [
{ title: 'Metrics', value: 'Voice · Hook' },
{ title: 'Content', value: '<writer.content>' },
],
},
{
id: 'scores',
name: 'Scores',
type: 'table',
bgColor: '#10B981',
position: { x: 1180, y: 95 },
rows: [
{ title: 'Operation', value: 'Insert Row' },
{ title: 'Table', value: 'scores' },
],
},
],
edges: [
{ id: 'start-candidates', source: 'start', target: 'candidates' },
{
id: 'candidates-writer',
source: 'candidates',
target: 'writer',
sourceHandle: 'parallel-start-source',
},
{ id: 'candidates-evaluator', source: 'candidates', target: 'evaluator' },
{ id: 'evaluator-scores', source: 'evaluator', target: 'scores' },
],

@cursor cursor Bot Jul 3, 2026

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Content agent preview incomplete

Medium Severity

The new AV_CONTENT_AGENT_WORKFLOW embed is described in the same change as block-for-block video reproduction, but its parallel container only contains a single Writer block. The chat/building page text still describes multiple generation steps (image, deck, voiceover) alongside drafting and scoring, so the diagram understates the machine learners expect from the lesson.

Additional Locations (1)
Fix in Cursor Fix in Web

Reviewed by Cursor Bugbot for commit 184b19d. Configure here.

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