Spree Finance
Spree Finance

Web3 Engagement Protocol — DevRel, Product & AI Across 8 Workstreams

8 workstreams, 35 endpoints mapped, 7-page website built

Behavioral SystemsAITokenomicsInfrastructureDevRel Lead & Systems Architect
Data & Insights
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Parallel Workstreams

Engine · Website · Community · AI · Tokens · Partners · Ops · DevRel

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System Designs

Shipped in 6 days

0

Partner Integrations

Gaming · Travel · Loyalty · L1 · DeFi

0

AI Rollout Stages

Company-wide adoption program

One Role → Every Team

Token EconomicsQuest PlatformAI InfrastructureWebsiteCommunityBD & PartnersStrategic OpsProductEngineeringOperationsMarketingPartnerships

Quest Activation Loop — Identity → Verified Action → XP → Burn → Repeat

01

Identity

Wallet + Twitter + Discord + Telegram

4 OAuth

02

Action

On-chain · Commerce · Social · Product

4 types

03

Settle

Immediate XP + tier progression

4 tiers

04

Burn

Commerce redemption or token conversion

05

Repeat

Leaderboard + anti-sybil + cohort segmentation

01 / 05

Overview

A Web3 quest and gamification protocol — white-label community infrastructure for crypto projects to onboard, engage, and reward users through quests, XP, leaderboards, and referrals.

I led DevRel across community, product, engineering, and AI — building the engagement engine, relaunching the website, designing the quest architecture, rolling out company-wide AI adoption, redesigning the token economy, and integrating 5 ecosystem partners. Ongoing engagement — still building.

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Engagement Engine

Backend + Discord bot + dashboard

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API Endpoints

Documented with schemas

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Website Pages

Full design + build

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AI Rollout Stages

Company-wide adoption

0

Partner Integrations

Gaming · Travel · Loyalty · L1 · DeFi

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Token Redesign

Economy + operations model

0wk

Content Plan

Community relaunch

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DevRel Pipeline

Cohort framework + telemetry

02 / 05

Engagement Engine & Quest Architecture

Quest Engine. Built the full engagement engine from scratch — backend API, database schema, Discord bot with slash commands, and a dashboard mockup. Designed for migration into the main product monorepo.

API Documentation. Mapped the existing platform API — 35 endpoints with full request/response schemas. Assessed integration compatibility and recommended a phased backend strategy.

Quest Architecture. Four quest categories (on-chain, commerce, social, product) with an XP economy, tier-based progression, cohort leaderboards, and anti-sybil scoring.

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API Endpoints

Documented with schemas

Quest Engine Stack

01

Auth

JWT + OAuth

02

Quests

4 types, verified

03

XP Engine

Multi-source XP

04

Leaderboard

Cohort-based

05

Discord Bot

Slash commands

03 / 05

Website & Brand Relaunch

Website Relaunch. Designed and built a 7-page website from scratch — full design system, component library, and section-by-section build guides for every page.

Design System. Color palette, typography stack, spacing tokens, gradient definitions, and breakpoint mapping. Shared component architecture for nav, footer, cards, and buttons.

SEO & Migration. Structured migration from the old site with URL mapping, redirect strategy, and metadata preservation.

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Pages Designed & Built

Full design system, component library, SEO strategy, migration plan

04 / 05

Community Intelligence & AI Adoption

Community Relaunch. Approval deck, 6-week content plan, Discord restructuring, moderation playbooks, and cross-channel scheduling across Discord, X, and Telegram.

Cohort Framework. Designed user segmentation with distinct activation triggers, engagement loops, and reward structures per cohort — from early adopters through to dormant re-engagement.

AI Adoption. Led a 6-stage company-wide AI rollout — from tool audit through to knowledge system, workflow design, guardrails policy, and team enablement. Built the supporting infrastructure: RAG pipeline, vector embeddings, LLM routing, and browser automation.

Partners. Integrated 5 ecosystem partners spanning gaming, travel, loyalty, L1 infrastructure, and DeFi.

AI Adoption — 6-Stage Rollout

01

Audit

Tools + workflows

02

Canon

CMS + RAG + vectors

03

MCP

Integration catalog

04

Workflows

Per-role AI prompts

05

Guardrails

Data policy

06

Deploy

Team rollout

05 / 05

Tokenomics & Operations

Token Economy. Redesigned the token model — supply structure, emission schedules, staking mechanics, and burn paths. Quest and commerce activity feed directly into token demand signals.

Operations. Built the product and engineering operations framework — team structure, sprint cadence, cross-functional coordination, and a telemetry plan mapping every user surface to measurable events.

Activation Loop. Designed the core engagement loop: identity binding → verified action → XP settlement → burn/redemption → repeat. Each stage gated, instrumented, and measurable.

Activation Loop

01

Identity

Wallet + social

02

Action

4 quest categories

03

Settle

Immediate XP

04

Burn

Redeem or convert

05

Repeat

Tier progression

Services Demonstrated
quest-architecturequest-cmswhite-label-platformsxp-progressionmilestone-gatingthreshold-mechanicsleaderboard-designcohort-segmentationreferral-loopsmulti-tier-rewardsanti-sybilbot-resistancebehavior-scoringprogressive-verificationengagement-scoringpoints-economiesconversion-thresholdsvariable-reward-schedulesachievement-systemsonboarding-funnelsretention-modelingnotification-triggersprogression-curvesreward-dilution-modelingai-adoptionguardrails-policydata-classificationrag-systemsembedding-pipelinesvector-searchprompt-engineeringmechanism-designincentive-alignmenttoken-supply-architectureemission-schedulingstaking-designcommunity-strategycommunity-managementdiscord-managementtwitter-strategysocial-content-calendarama-productioncontent-strategyeditorial-calendardeck-designdevrel-pipelinedeveloper-onboardingpartner-activationseo-strategylanding-page-designdocker-orchestrationpostgres-admin

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