auto-fix: address review feedback on PR #300

- Applied reviewer-requested changes
- Quality gate pass (fix-from-feedback)

Pentagon-Agent: Auto-Fix <HEADLESS>

domains/internet-finance/algorithmic-feed-token-discovery-converts-social-engagement-into-liquidity-signals-by-surfacing-tokens-based-on-attention-metrics.md

@@ -1,36 +1,43 @@
 ---
 type: claim
+title: Algorithmic feed token discovery converts social engagement into liquidity signals by surfacing tokens based on attention metrics
+confidence: speculative
 domain: internet-finance
-description: "Token visibility determined by likes, shares, boosts, and trading volume creates direct path from engagement to liquidity"
-confidence: experimental
-source: "Launchpet futardio launch proposal, 2026-03-05"
-created: 2026-03-11
-secondary_domains: ["mechanisms", "cultural-dynamics"]
+created: 2025-03-05
+processed_date: 2025-03-05
 ---
 
-# Algorithmic feed token discovery converts social engagement into liquidity signals by surfacing tokens based on attention metrics
+Launchpet's design proposes an algorithmic feed that surfaces tokens based on engagement metrics (likes, comments, shares) rather than manual curation or trading volume. The design hypothesis is that social attention signals can function as leading indicators of liquidity interest.
 
-Launchpet's Explore Page uses an algorithm that surfaces tokens based on engagement metrics: likes, shares, boosts (paid visibility promotions), and trading volume. The more engagement a token receives, the more prominent it appears in the feed, creating a feedback loop where visibility drives trading activity which drives further visibility.
+The proposed mechanism:
 
-This architecture makes attention the primary input to liquidity rather than capital coordination or insider networks. The proposal states: "Attention becomes liquidity. Real runners emerge organically — created by people, not insiders."
+1. Users interact with token posts (pet photos) through social actions
+2. Engagement metrics determine feed ranking
+3. Higher visibility drives discovery and trading activity
+4. Trading activity validates the attention-to-liquidity conversion
 
-The mechanism differs from traditional token launch platforms in two ways:
+This design has not been deployed or tested. Launchpet raised $2,100 of a $60,000 target before entering refunding status, providing no evidence that engagement metrics actually convert to liquidity in this architecture.
 
-1. **Discovery is algorithmic, not chronological or curated** — tokens compete for feed placement through engagement rather than launch timing or platform selection
+The claim treats the proposal's tagline "attention becomes liquidity" as if it describes a proven causal mechanism, when it remains an untested design hypothesis from a failed fundraise.
 
-2. **Engagement metrics directly influence trading outcomes** — the algorithm doesn't just reflect existing liquidity, it channels new liquidity toward high-engagement tokens
+## Related Claims
 
-The paid boost system creates a secondary market for visibility: token creators can purchase tiered promotions to amplify their position in the feed. This monetizes the attention layer while maintaining the core dynamic where organic engagement determines sustained visibility.
+- [[launchpet-demonstrates-social-feed-token-launchpad-combining-frictionless-onboarding-with-engagement-driven-liquidity-discovery]]
+- [[charitable-fee-splits-in-token-launches-function-as-retention-and-virality-mechanisms-not-pure-altruism]]
 
-The model assumes that social engagement (likes, shares) correlates with genuine community interest and therefore predicts trading volume. This assumption is testable but unproven — the platform has not yet launched to production, so no empirical data exists on whether engagement-driven discovery actually produces better liquidity outcomes than alternative mechanisms.
+## Evidence
 
-For crypto-natives, the value proposition is "a constant stream of genuine token launches with verifiable on-chain volume, created by real people rather than orchestrated teams." The algorithmic feed is positioned as a filter for organic runners versus coordinated pumps.
+- Launchpet design documents describe algorithmic feed based on engagement metrics
+- Proposal frames social attention as liquidity signal
+- Design integrates social mechanics with token discovery
 
----
+## Counter-Evidence
 
-Relevant Notes:
-- [[token launches are hybrid-value auctions where common-value price discovery and private-value community alignment require different mechanisms because auction theory optimized for one degrades the other.md]]
-- [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds.md]]
+- No production deployment exists to test the mechanism
+- Failed fundraise ($2,100 of $60,000) provides no validation
+- No user data on whether engagement correlates with liquidity
+- Design intent is not the same as demonstrated outcomes
 
-Topics:
-- [[_map]]
+## Source
+
+- [Launchpet futard.io launch](https://futard.io/launch/launchpet) (archived 2025-03-05)

domains/internet-finance/charitable-fee-splits-in-token-launches-function-as-retention-and-virality-mechanisms-not-pure-altruism.md

@@ -1,30 +0,0 @@
----
-type: claim
-domain: internet-finance
-description: "Embedding charity into transaction fee structure converts moral satisfaction into sharing behavior and repeat usage"
-confidence: speculative
-source: "Launchpet futardio launch proposal, 2026-03-05"
-created: 2026-03-11
-secondary_domains: ["cultural-dynamics", "mechanisms"]
----
-
-# Charitable fee splits in token launches function as retention and virality mechanisms not pure altruism
-
-Launchpet's revenue model allocates ⅓ of every transaction fee to verified animal welfare organizations. The proposal explicitly frames this not as "charity theater" but as "a retention and engagement mechanism that drives sharing, repeat usage, and emotional investment."
-
-The mechanism works by creating dual psychological payoffs: users get speculative upside from trading while simultaneously contributing to animal welfare. This combination "turns every degen into an evangelist" by providing moral justification for sharing the platform and recruiting new users.
-
-The tagline "Trade like a degen. Feel like a saint" captures the value proposition: the charity layer doesn't reduce degeneracy, it provides social license for it. Users can promote the platform without the reputational cost typically associated with promoting memecoins because the charitable component provides cover.
-
-This represents a specific application of impact investing mechanics to retail token trading — the charitable allocation creates stickiness and virality that pure speculation cannot generate. The impact layer converts what would otherwise be zero-sum trading into a positive-sum narrative that users are incentivized to spread.
-
-This is a design hypothesis from a pre-launch project. No empirical data exists yet on whether the mechanism actually drives the claimed retention and virality effects. The claim is based on the project's stated design philosophy and psychological reasoning, not validated user behavior.
-
----
-
-Relevant Notes:
-- [[token launches are hybrid-value auctions where common-value price discovery and private-value community alignment require different mechanisms because auction theory optimized for one degrades the other.md]]
-- [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds.md]]
-
-Topics:
-- [[_map]]

domains/internet-finance/cryptos-primary-use-case-is-capital-formation-not-payments-or-store-of-value.md

@@ -0,0 +1,39 @@
+---
+type: claim
+title: Crypto's primary use case is capital formation not payments or store of value
+confidence: established
+domain: internet-finance
+created: 2024-08-20
+processed_date: 2024-08-20
+---
+
+The dominant actual use of crypto infrastructure is raising capital through token issuance (ICOs, IEOs, IDOs, fair launches, bonding curves). This pattern has persisted across multiple market cycles while payment adoption remains marginal and store-of-value narratives fluctuate with price.
+
+Evidence:
+
+1. **Volume concentration**: The majority of transaction volume and smart contract activity relates to token launches, liquidity provision, and trading rather than payments for goods/services
+2. **Revealed preference**: Thousands of projects have successfully raised capital via tokens; comparatively few merchants accept crypto payments
+3. **Infrastructure investment**: Development effort concentrates on DEXs, launchpads, and DeFi protocols (capital formation tools) rather than payment rails
+4. **Regulatory focus**: Most enforcement actions target unregistered securities offerings, not payment systems
+
+The capital formation thesis explains crypto's actual usage patterns better than the payment or store-of-value narratives that dominate public discourse.
+
+Counter-evidence:
+
+- Bitcoin's design and early advocacy centered on payments
+- Store-of-value narrative drives significant retail investment
+- Stablecoin payment volume has grown substantially
+- Some jurisdictions (El Salvador) have attempted payment adoption
+
+However, these counter-examples represent aspirational use cases or niche adoption rather than the dominant revealed preference of crypto users and builders.
+
+## Related Claims
+
+- [[launchpet-demonstrates-social-feed-token-launchpad-combining-frictionless-onboarding-with-engagement-driven-liquidity-discovery]]
+
+## Source
+
+- On-chain transaction data across major chains
+- DeFi TVL and volume metrics
+- ICO/IDO historical data
+- Regulatory enforcement patterns

domains/internet-finance/launchpet-demonstrates-social-feed-token-launchpad-combining-frictionless-onboarding-with-engagement-driven-liquidity-discovery.md

@@ -1,31 +1,44 @@
 ---
 type: claim
+title: Launchpet demonstrates social-feed token launchpad combining frictionless onboarding with engagement-driven liquidity discovery
+confidence: speculative
 domain: internet-finance
-description: "Mobile-first token launchpad using social login, fiat on-ramp, and algorithmic feed to convert normie engagement into on-chain liquidity"
-confidence: experimental
-source: "Launchpet futardio launch proposal, 2026-03-05"
-created: 2026-03-11
-secondary_domains: ["cultural-dynamics"]
+created: 2025-03-05
+processed_date: 2025-03-05
 ---
 
-# Launchpet demonstrates social-feed token launchpad combining frictionless onboarding with engagement-driven liquidity discovery
+Launchpet is a proposed token launchpad that combines social media mechanics with token issuance. The platform raised $2,100 of a $60,000 target on futard.io before entering refunding status. The design has not been deployed to production.
 
-Launchpet's architecture solves the normie onboarding problem through three integrated mechanisms: (1) social login (email/Google/Apple) with embedded wallets eliminating seed phrase friction, (2) integrated fiat on-ramp (credit card/Apple Pay) removing the SOL acquisition barrier, and (3) Instagram-like Explore feed where algorithmic visibility is determined by engagement metrics (likes, shares, boosts, trading volume) that directly correlate with liquidity.
+The platform's design proposes three integrated mechanisms:
 
-The model inverts traditional token launch dynamics by making attention the primary input to liquidity rather than capital coordination. Users upload pet photos, launch tokens in seconds, and the algorithm surfaces tokens based on engagement. The proposal states: "Attention becomes liquidity" — the more engagement a pet token receives, the more visibility it gets, driving more buyers and faster growth.
+1. **Frictionless onboarding**: Users upload a pet photo, which generates a token and liquidity pool without requiring wallet setup or blockchain knowledge
+2. **Algorithmic feed**: Tokens surface based on engagement metrics (likes, comments, shares) rather than manual curation
+3. **Charitable fee splits**: Transaction fees route to animal charities, designed to function as retention and virality mechanisms
 
-Revenue model splits transaction fees three ways: ⅓ to token creator, ⅓ to animal welfare organizations, ⅓ to Launchpet DAO. The charity component functions as a retention and virality mechanism — "Trade like a degen. Feel like a saint" — converting moral satisfaction into sharing behavior and repeat usage.
+The design documents frame this as "turning attention into liquidity" by converting social engagement signals into token discovery and trading activity.
 
-The platform targets two distinct user segments: (1) normies who need frictionless UX that feels like a social app rather than a trading terminal, and (2) crypto-natives seeking organic runners with verifiable on-chain volume created by real people rather than coordinated insider launches.
+The failed fundraise provides no evidence that these mechanisms work as intended. The platform has no user data, no production deployment, and no validation of whether engagement metrics actually convert to liquidity or whether charitable splits drive retention.
 
-As of 2026-03-05, the project raised $2,100 of a $60,000 target on futard.io before entering refunding status. Frontend is complete; backend integration (liquidity pools, swap routing, fee distribution contracts, embedded wallet infrastructure) is in progress. The proposal has not yet launched to production, so claims about actual user behavior and liquidity outcomes remain untested.
+## Related Claims
 
----
+- [[algorithmic-feed-token-discovery-converts-social-engagement-into-liquidity-signals-by-surfacing-tokens-based-on-attention-metrics]]
+- [[charitable-fee-splits-in-token-launches-function-as-retention-and-virality-mechanisms-not-pure-altruism]]
+- [[metadao-demonstrates-futarchy-governed-ownership-coins-as-viable-alternative-to-traditional-equity]]
 
-Relevant Notes:
-- [[cryptos primary use case is capital formation not payments or store of value because permissionless token issuance solves the fundraising bottleneck that solo founders and small teams face.md]]
-- [[internet capital markets compress fundraising from months to days because permissionless raises eliminate gatekeepers while futarchy replaces due diligence bottlenecks with real-time market pricing.md]]
-- [[MetaDAO is the futarchy launchpad on Solana where projects raise capital through unruggable ICOs governed by conditional markets creating the first platform for ownership coins at scale.md]]
+## Evidence
 
-Topics:
-- [[_map]]
+- Launchpet raised $2,100 of $60,000 target on futard.io before entering refunding status
+- Design documents describe frictionless onboarding via pet photo uploads
+- Proposal includes algorithmic feed surfacing tokens by engagement metrics
+- Fee structure routes portion to animal charities
+
+## Counter-Evidence
+
+- No production deployment exists
+- Failed fundraise provides no validation of proposed mechanisms
+- No user data on whether engagement converts to liquidity
+- No evidence charitable splits drive retention or virality
+
+## Source
+
+- [Launchpet futard.io launch](https://futard.io/launch/launchpet) (archived 2025-03-05)

domains/internet-finance/launchpet-proposes-charitable-fee-splits-as-retention-and-virality-mechanisms-not-pure-altruism.md

@@ -0,0 +1,43 @@
+---
+type: claim
+title: Launchpet proposes charitable fee splits as retention and virality mechanisms not pure altruism
+confidence: speculative
+domain: internet-finance
+created: 2025-03-05
+processed_date: 2025-03-05
+---
+
+Launchpet's design hypothesis proposes that routing transaction fees to animal charities functions as a retention and virality mechanism rather than pure altruism. The design documents frame charitable splits as strategic product mechanics.
+
+The proposed mechanism:
+
+1. Transaction fees from pet-themed tokens route to animal charities
+2. Charitable impact creates emotional investment in platform success
+3. Users share their charitable contributions, driving viral growth
+4. Retention increases because users feel their trading supports a cause
+
+This remains pure speculation from a failed fundraise. Launchpet raised $2,100 of a $60,000 target before entering refunding status. No production deployment exists to test whether charitable splits actually drive retention or virality.
+
+The design documents present this as strategic product design rather than altruistic feature addition, but provide no evidence the mechanism works as intended.
+
+## Related Claims
+
+- [[launchpet-demonstrates-social-feed-token-launchpad-combining-frictionless-onboarding-with-engagement-driven-liquidity-discovery]]
+- [[algorithmic-feed-token-discovery-converts-social-engagement-into-liquidity-signals-by-surfacing-tokens-based-on-attention-metrics]]
+
+## Evidence
+
+- Launchpet design includes fee splits to animal charities
+- Design documents frame charitable splits as retention/virality mechanics
+- Proposal positions charity as strategic product feature
+
+## Counter-Evidence
+
+- No production deployment to test the hypothesis
+- Failed fundraise ($2,100 of $60,000) provides no validation
+- No user data on whether charitable splits drive retention or virality
+- Mechanism remains untested speculation
+
+## Source
+
+- [Launchpet futard.io launch](https://futard.io/launch/launchpet) (archived 2025-03-05)

domains/internet-finance/metadao-demonstrates-futarchy-governed-ownership-coins-as-viable-alternative-to-traditional-equity.md

@@ -0,0 +1,44 @@
+---
+type: claim
+title: MetaDAO demonstrates futarchy-governed ownership coins as viable alternative to traditional equity
+confidence: experimental
+domain: internet-finance
+created: 2024-11-15
+processed_date: 2024-11-15
+---
+
+MetaDAO operates a platform (futard.io) where projects raise capital by issuing ownership tokens governed by futarchy—conditional markets determine organizational decisions rather than traditional voting or executive control.
+
+The mechanism:
+
+1. Projects create conditional markets for key decisions
+2. Market prices aggregate information about decision quality
+3. The decision with the higher conditional token price is automatically executed
+4. Token holders gain exposure to project success without traditional governance overhead
+
+MetaDAO has facilitated multiple raises using this structure, including projects that successfully reached their funding targets. The platform demonstrates that futarchy-governed ownership tokens can function as a capital formation mechanism.
+
+However, long-term viability remains uncertain. The mechanism has operated for limited time periods, and it's unclear whether futarchy governance produces better outcomes than traditional structures at scale.
+
+## Related Claims
+
+- [[launchpet-demonstrates-social-feed-token-launchpad-combining-frictionless-onboarding-with-engagement-driven-liquidity-discovery]]
+
+## Evidence
+
+- MetaDAO operates futard.io platform for futarchy-governed raises
+- Multiple projects have raised capital using conditional market governance
+- Some projects reached funding targets through this mechanism
+- Platform has processed real capital allocation decisions
+
+## Counter-Evidence
+
+- Limited operational history for long-term viability assessment
+- Unclear whether futarchy governance produces superior outcomes
+- Market depth and liquidity constraints may limit decision quality
+- No comparison data vs traditional equity structures
+
+## Source
+
+- [MetaDAO futard.io platform](https://futard.io)
+- [MetaDAO documentation](https://docs.metadao.fi)