# mushy (@Mushman47) on x

- id: koinon:creator:x_mushman47
- url: https://koinonlink.com/kol/x/Mushman47
- schema_version: 1.4

## Identity
- platform: x
- handle: Mushman47
- platform_url: https://twitter.com/Mushman47
- website: https://Thehonouredone36.github.io
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1251
- following: 1165
- posts_total: 13670
- posts_observed: 7
- posts_per_day: 7.92
- account_age_days: 1726
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.03597
- best_post_interactions: 45
- 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: 0.6
- category_source: derived_from_recent_content
- topics: @UseVault777 promotions, onchain wins/losses, crypto project mainnets
- bio: 🌐Web3 Community Manager

@dropsy_protocol CL
big on LLM X machine learning

Threads • Content • Growth 

Portfolio ↓

## Audience (inferred)
- status: present
- description: Web3 crypto users and project followers (mainly degens), but content too sparse and promotional to judge accurately
- roles: none
- seniority: consumer
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 56
- authenticity_basis: engagement_observed
- credibility_score: 56
- 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_mushman47#b7989608] gm ct relationships are like FAT PEOPLE "they don't work out" have a nice day 🙂 https://t.co/q7pTkfu9dO (https://twitter.com/Mushman47)
- [x_mushman47#f6d68fc2] when it's all said and done, it's still a game of odds 😔 @UseVault777 https://t.co/DhTGwTTzFp
- [x_mushman47#febcc1b2] wins and losses can be seen onchain, but you had to be on this stream to feel that energy 😛 @UseVault777 https://t.co/X4XcrzXlKr
- [x_mushman47#375545e5] giveaways? bro wasn't kidding when he said there are sooo many ways to earn on @UseVault777 😲 https://t.co/yY9tpEyjNg
- [x_mushman47#8f9880a1] rodri is really cooking with these combos 😲 @UseVault777 https://t.co/vpFCNa4qVI
- [x_mushman47#633e75da] i don't need to know bro's language to understand him here 😂 @UseVault777 https://t.co/1E7HOQPcXj
- [x_mushman47#e81c0727] gn to every project that said they'd reach mainnet. $DROPSY did it.💛 https://t.co/HpIqzFYC8Y
- [x_mushman47#4112ef46] okay, bro was on a roll on this one 😲 @UseVault777 https://t.co/J4ME24MWjC

## 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: 13
- 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_mushman47
- Request removal: https://koinonlink.com/claim?k=x_mushman47
- Terms: https://koinonlink.com/for-ai