# Ifiok Nkem (@ifioknkem) on x

- id: koinon:creator:x_ifioknkem
- url: https://koinonlink.com/kol/x/ifioknkem
- schema_version: 1.4

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

## Reach
- followers: 83874
- following: 529
- posts_total: 25499
- posts_observed: 1
- posts_per_day: 5.934
- account_age_days: 4297
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0001
- best_post_interactions: 8
- 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: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Building AI Agents, Claude prompting techniques, Creating custom AI clones/agents, Free AI learning resources

## Audience (inferred)
- status: present
- description: AI practitioners and builders focused on creating agents and automating workflows with Claude
- roles: automation
- seniority: practitioner
- pain_points: Lack of clear step-by-step guidance to build working AI agents, Difficulty writing effective, rule-following prompts for Claude, Struggling to replicate personal workflows or voice in AI tools
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 59
- authenticity_basis: engagement_observed
- credibility_score: 94
- 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_ifioknkem#628c587e] Instead of watching Netflix this weekend. Spend a day mastering how to build AI Agents. Here's a (free) step-by-step curriculum 👇 (https://twitter.com/ifioknkem/status/2069484469845938223)
- [x_ifioknkem#f1deb4cc] 🚨 Anthropic just dropped a 24-minute workshop on how to actually write prompts for Claude. Taught by the people who built it. Free. No registration. No paywall. I've seen $500 courses that don't cover what they teach in the first 8 minutes. Bookmark this and watch it now. (Repos
- [x_ifioknkem#e991debe] Here’s your STEP-BY-STEP guide to (finally) clone yourself in Claude, and have it: - Follow your rules. - Write in your voice. - And run tasks like you would on your best days. It’s simple, Just follow these steps: Step 1. Create an "Everything Project" Build one central project 

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=111, 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=111, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=121, 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=111, 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=121, 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=121, method=platform_profile

## Freshness
- profile_checked_days_ago: 121
- content_analysed_days_ago: 111
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 11
- 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_ifioknkem
- Request removal: https://koinonlink.com/claim?k=x_ifioknkem
- Terms: https://koinonlink.com/for-ai