# Maga (pulgy app) (@magalidefelippe) on x

- id: koinon:creator:x_magalidefelippe
- url: https://koinonlink.com/kol/x/magalidefelippe
- schema_version: 1.4

## Identity
- platform: x
- handle: magalidefelippe
- platform_url: https://twitter.com/magalidefelippe
- website: http://pulgy.app
- country: Argentina
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1893
- following: 449
- posts_total: 4067
- posts_observed: 2
- posts_per_day: 10.933
- account_age_days: 372
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.03381
- best_post_interactions: 64
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.65
- category_source: derived_from_recent_content
- topics: building in public, personal project development, lifestyle minimalism, digital detox, diverse online communities, indie hacking culture
- bio: Programadora fashion, 8 años picando código | Crafting software 🇦🇷🇪🇸 Hincha de Racing. Building pulgy. Celtista.

## Audience (inferred)
- status: present
- description: Argentinian and Spanish tech enthusiasts, primarily early-stage founders and indie hackers building personal projects like 'pulgy', with interest in lifestyle minimalism and open-building culture
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to maintain focus and motivation while building solo tech projects, Feeling overwhelmed by information overload from diverse political and social opinions online, Finding it hard to balance personal life with intense project work, Lack of clear direction when starting a new product or side project
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 57
- authenticity_basis: engagement_observed
- credibility_score: 57
- 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_magalidefelippe#9b41b538] Vine a Francia a reducir mi consumo de harinas (https://twitter.com/magalidefelippe/status/2046385122828505458)
- [x_magalidefelippe#5070521e] 100% euromaxxing https://t.co/2UNSdokebq
- [x_magalidefelippe#57b5b77e] Cap d’Ali :) https://t.co/ORoI7krn2T
- [x_magalidefelippe#78ba8d49] Mi vieja nos está diciendo por videollamada que cuidado en Madrid como si fuera KOSOVO. Alejen a sus padres de los noticieros YA.
- [x_magalidefelippe#12912f51] No me tomen tan en serio https://t.co/kMvTJQQoDY
- [x_magalidefelippe#dc833e9f] Vi un poco de debate sobre build in public y las copias en el software etc. Nada podría chuparme más un huevo, nadie inventó la rueda y lo que producimos es acumulación de algo que existió antes más un agregado propio, ósea, único e irrepetible. El valor está en quien lo hace.
- [x_magalidefelippe#dc4513ae] Me anoté a una sola materia este cuatrimestre, lo que significa que efectivamente vuelvo a Argentina y all in Pulgy.
- [x_magalidefelippe#61821f58] Sigo a gente con opiniones políticas muy variadas y algunas muy contrarias a la mía y todo joya, la diversidad enriquece siempre. El unfollow lo doy a los que se pasan de nazis y tiran

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=110, 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=80, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## 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_magalidefelippe
- Request removal: https://koinonlink.com/claim?k=x_magalidefelippe
- Terms: https://koinonlink.com/for-ai