# skinny (@skinnydefi) on x

- id: koinon:creator:x_skinnydefi
- url: https://koinonlink.com/kol/x/skinnydefi
- schema_version: 1.4

## Identity
- platform: x
- handle: skinnydefi
- platform_url: https://twitter.com/skinnydefi
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 5998
- following: 944
- posts_total: 16339
- posts_observed: 3
- posts_per_day: 17.876
- account_age_days: 914
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00033
- best_post_interactions: 2
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: finance
- subcategory: crypto
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Smart contracts, Real-world data integration, Web3 infrastructure, Blockchain limitations, Oracles in Web3, Crypto education
- bio: Web3 enthusiasts/ Gamer /Posting shit content of Gaming & Web3 Projects/ Investor on Shitcoins & NFTs / support / DM for KOL…

## Audience (inferred)
- status: present
- description: Web3 enthusiasts and early-stage crypto investors interested in blockchain fundamentals, smart contracts, and real-world data integration
- roles: general_ai
- seniority: learner
- pain_points: Struggling to understand how smart contracts interact with real-world data, Confused about the limitations of on-chain logic without oracles, Not sure how to evaluate the reliability of data sources in Web3 projects
- posts_analysed: 7
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 53
- authenticity_basis: engagement_observed
- credibility_score: 68
- flagged_for_review: false
- koinon_bd_grade: B — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [x_skinnydefi#250a2e37] 𝗪𝗜𝗡𝗸𝗟𝗶𝗻𝗸: 𝗛𝗼𝘄 𝗥𝗲𝗮𝗹-𝗪𝗼𝗿𝗹𝗱 𝗗𝗮𝘁𝗮 𝗕𝗲𝗰𝗼𝗺𝗲𝘀 𝗢𝗻-𝗖𝗵𝗮𝗶𝗻 𝗧𝗿𝘂𝘁𝗵 (https://twitter.com/skinnydefi)
- [x_skinnydefi#fe77a81c] Smart contracts are powerful.
- [x_skinnydefi#31972005] They can automate transactions, manage assets, and execute complex logic without human intervention.
- [x_skinnydefi#18d60adc] But there’s one thing they cannot do on their own:
- [x_skinnydefi#218a35a3] Access real-world information.
- [x_skinnydefi#7976686a] A smart contract doesn’t know the price of BTC.
- [x_skinnydefi#a4121473] It doesn’t know today’s weather.
- [x_skinnydefi#9a08da11] It do

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=79, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=108, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 79
- audience_updated_days_ago: 21

## AI retrieval
- indexing_requests: 7
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=x_skinnydefi
- Request removal: https://koinonlink.com/claim?k=x_skinnydefi
- Terms: https://koinonlink.com/for-ai