4. Task System& Yap Point
Module IV: Task System (Growth Flywheel) & Yap Point Economy (Value Layer)
In KOLI, every action—every interaction with an AI twin, every piece of content shared, every behavioral trace—is converted into measurable value. The Task System and Yap Point Engine work together as a unified mechanism to power user growth, creator incentives, and ecosystem-level value capture.
Inspired by the “Kaito mode” of user activation and scaled with Web3-native infrastructure, Yap turns participation into identity-weighted capital.
1. Yap: Onchain Behavioral Ledger & Social Graph Anchor
Yap Points are not just activity logs; they represent a participant’s cumulative reputation, action quality, and economic contribution:
They track every user’s relationship strength with AI twins
They score each KOL’s consistency in maintaining their digital persona
They act as the central metric for airdrop allocation, exposure priority, and token economics
They form the basis for KOLI’s native reputation scoring and incentive logic
Yap = Behavioral Asset × Persistent Value × Onchain Identity Multiplier
2. Yapper Leaderboard: Migrating Influence from Web2 to Web3
The Yapper Leaderboard is a public, dynamic ranking of both KOLs and active users based on Yap accumulation.
For KOLs: Rising in the ranks unlocks revenue share bonuses, higher airdrop tiers, and content prioritization
To rank up, KOLs must officially claim and actively maintain their digital twin
For Users: Yap unlocks higher governance roles, AI service tiers, and token conversion privileges
Consistent interaction and meaningful contribution are rewarded long-term
The leaderboard drives a migration effect—KOLs shift attention from ephemeral Web2 feeds to persistent, composable onchain identities.
3. Task System: User Participation in the Growth Flywheel
The Task System is open to all user types—from fans to KOLs—and issues Yap points for contribution.
All Users
Interact with AI twins, ask questions, use DeFAI modules
Daily engagement
Creators
Share AI-generated content on X, Telegram, or other platforms
Social amplification
Fans
Create a digital twin for their favorite KOL (by submitting their X profile)
Genesis Yap + tag
Engaged Fans
Consistently cited by AI twins, receive upvotes, post high-value prompts
Relationship yield
Fan-generated AI twins will receive "First Creator" tags, early airdrop rights, and visibility rewards.
4. AI Scoring Engine & Anti-Farming Defenses
KOLI uses a proprietary scoring engine to evaluate and verify contribution:
Semantic Evaluation (via NLP): Measures originality, market insight, chain literacy, and coherence
Behavioral Anomaly Detection: Penalizes low-effort, repeated, or templated engagement
Dynamic Reward Scaling: Scores are adjusted based on historical behavior + semantic depth + peer response
This ensures Yap is a reliable metric for real, value-adding behavior, not farmed points.
5. Yap → $KOLI Conversion Mechanism
Yap points can be redeemed for $KOLI through a structured, recurring cycle:
Weekly redemption window
Each redemption capped at 20% of user’s current Yap balance
Higher tiers = better conversion multipliers
Redeemed $KOLI can be used for:
Unlocking premium AI twin services (e.g., voice customization, analytics reports)
DAO voting privileges
Access to beta features, NFT allowlists, or exclusive AI labs
Participation in high-tier airdrops
6. Evolution Roadmap: From Kaito-Integrated to KOLI-Native
Phase 1: Bootstrapping via Kaito API
Import top 200 KOLs from Kaito
Generate AI twins + auto-seed Yap from Kaito + KOLI metrics
Launch hybrid scoring + leaderboard with minimal manual input
Phase 2: Native Yap Engine (KOLI-Kaito Lite)
Launch a self-contained behavioral scoring model
Fully on-platform Yap generation (no API reliance)
Metrics: interaction speed, twin performance, semantic density, fan retention
Twin → Engagement → Yap → KOL reward → Persona upgrade: flywheel in motion
7. Digital Twin Claim System: Identity Verification + Token Sharing
Real-world KOLs can claim and authenticate their digital twin via wallet + X + proof-of-voice:
Gain a Claimed Badge
Receive Token Revenue Share from:
Subscriptions and service usage
DeFAI trade fees (up to 80%)
Engagement multipliers via Yap positioning
Operating a twin = unlocking a passive, recurring income stream through intellectual equity
8. Community-Co-Created Twins: From Proxy to Provenance
“Unclaimed” AI twins are bootstrapped by community participants
Fan-contributors upload content, tag tone, and style dimensions
When the real KOL joins, all previous contributions are retrospectively acknowledged
Early community builders receive Yap multipliers + honorary recognition + airdrop slices
Crowd-curated personas become valuable social IP assets—not bots, but belief-structures
Summary
Yap + the Task System form KOLI’s behavioral value engine. It turns interactions into token velocity, curation into governance power, and time investment into real onchain capital.
Likes become legacies. Followers become curators. Yap becomes programmable social yield.
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