# Matthew Hintz (@MatthewSHintz) on x

- id: koinon:creator:x_matthewshintz
- url: https://koinonlink.com/kol/x/MatthewSHintz
- schema_version: 1.4

## Identity
- platform: x
- handle: MatthewSHintz
- platform_url: https://twitter.com/MatthewSHintz
- website: https://solslot.com
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2533
- following: 2979
- posts_total: 19364
- posts_observed: 13
- posts_per_day: 8.512
- account_age_days: 2275
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00079
- 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: software
- subcategory: security
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: zk-SNARKs and Groth16 in Chialisp, Chia blockchain development, Crypto bridge security (Wormhole), Alpha project launches, Crypto community discussions (Chamath references)
- bio: Building https://t.co/eGOQAKTBeQ with https://t.co/hnz5v95jYA

sell your home with me at https://t.co/7uS5bmhJHP

## Audience (inferred)
- status: present
- description: Crypto developers and technical enthusiasts focused on zk-proofs, Chia blockchain (Chialisp), bridges, and DeFi protocols
- roles: dev
- seniority: practitioner
- pain_points: Security vulnerabilities in cross-chain bridges like Wormhole, Implementing complex cryptographic primitives such as Groth16 verifiers in Chialisp, Tracking alpha launches and protocol updates in niche blockchain projects
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 54
- authenticity_basis: engagement_observed
- credibility_score: 54
- flagged_for_review: false
- koinon_bd_grade: C — 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_matthewshintz#effabd60] @ignoreart bro thanks for reserving solsot last year crazy prov https://t.co/yeFeu4sMoT (https://twitter.com/MatthewSHintz/status/1979192251172397373)
- [x_matthewshintz#1d8b81f4] If Chamath were a verb what would it mean?
- [x_matthewshintz#b1c03ba5] @wormhole is not safe and no pay no fix brokes
- [x_matthewshintz#6280c320] going to see how this works with yellowjacket.. https://t.co/v0PW7sNMES
- [x_matthewshintz#9cd9f630] Theres a stock quant who lives down the hall from me. We almost strictly talk about computer hardware. "What do you think about PSU's?"
- [x_matthewshintz#ff3cd6d0] If you've been following https://t.co/SMCscEn7yX please read this ahead of our alpha launch
- [x_matthewshintz#328c5216] @chamath trippin'
- [x_matthewshintz#f60283a4] porting the groth16 verifier and mental-poker state checks into chialisp @Bullish0xCrypto

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, 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=78, 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: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 9
- 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_matthewshintz
- Request removal: https://koinonlink.com/claim?k=x_matthewshintz
- Terms: https://koinonlink.com/for-ai