# Miguel 🌐 (@HabloLlano) on x

- id: koinon:creator:x_hablollano
- url: https://koinonlink.com/kol/x/HabloLlano
- schema_version: 1.4

## Identity
- platform: x
- handle: HabloLlano
- platform_url: https://twitter.com/HabloLlano
- website: http://sondeandoalpais.wordpress.com
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1232
- following: 292
- posts_total: 25684
- posts_observed: 1
- posts_per_day: 4.575
- account_age_days: 5614
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00162
- 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
- category_confidence: 0.8
- category_source: derived_from_discovery_path
- topics: Venezuelan national sovereignty, Political accountability in Venezuela, Constitutional integrity and civic memory
- bio: Soy responsable de lo publicado aquí y si es de alguien más, fue porque lo escribió primero que yo.
Si quiere que lo siga, camine adelante y yo veré si es bueno

## Audience (inferred)
- status: present
- description: Venezuelan political commentators and civic activists, primarily concerned with national sovereignty, constitutional integrity, and political accountability
- roles: general_ai
- seniority: practitioner
- pain_points: Frustration with political leaders failing to address national humiliations and sovereignty violations, Difficulty in holding political figures accountable for actions undermining national dignity, Lack of constitutional principles being enforced in real policy decisions
- posts_analysed: 5
- confidence: 0.4

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

## Quality signals
- authenticity_score: 53
- authenticity_basis: engagement_observed
- credibility_score: 53
- 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_hablollano#647b6ec2] El verdugo de la cuchilla anda activo, pendientes ... (https://twitter.com/HabloLlano/status/2072716782696005844)
- [x_hablollano#b2e4a130] Todo eso en el ámbito político es impostergable, mi estimado Dr. Pero no olvidemos algunos problemas que sufrimos los venezolanos, tan acuciantes como aquellos y que la harían mucho más cercana. Por ejemplo el precio del dólar y del racionamiento eléctrico criminal, entre otros
- [x_hablollano#4cb881b8] Y hay que resaltar la frase: "El 3E conmemora una terrible humillación nacional como no habíamos conocido, la violación a la soberanía que preparamos con exquisitez durante tres décadas".
- [x_hablollano#c7cd8343] Una frase que debería estar impresa en cualquier constitución. Hay que tenerla presente para la próxima, como referencia a cualquier preámbulo y articulado. La regulación al poder debe ser constitucional, para que no se nos olvide lo ocurrido y que tratemos que no vuelva a pasar.
- [x_hablollano#c539abed] ¡Coooo, @rafaellacava10! ¿Estás viendo la vaina? Es que si montas un circo hasta los ena

## 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=27, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=27, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=27, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=87, 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=87, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=119, 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=87, 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=119, 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=119, method=platform_profile

## Freshness
- profile_checked_days_ago: 119
- content_analysed_days_ago: 87
- audience_updated_days_ago: 27

## AI retrieval
- indexing_requests: 8
- 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_hablollano
- Request removal: https://koinonlink.com/claim?k=x_hablollano
- Terms: https://koinonlink.com/for-ai