# Skill Builder (@user261991844530) on tiktok

- id: koinon:creator:tiktok_user261991844530
- url: https://koinonlink.com/kol/tiktok/user261991844530
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: user261991844530
- platform_url: https://www.tiktok.com/@user261991844530
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 125254
- following: 330
- posts_total: 1306
- posts_observed: 2
- verified: false
- size_tier: kol

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: 0.95
- category_source: derived_from_recent_content
- topics: DIY home projects, Tool reviews and recommendations, Cost-saving home improvements, Step-by-step construction tutorials, Fence and gate repair, Heat reduction without AC

## Audience (inferred)
- status: present
- description: DIY enthusiasts and home improvement hobbyists, mainly UK-based individuals interested in self-building projects, tool reviews, and cost-saving home hacks
- roles: content
- seniority: practitioner
- pain_points: Struggling to find reliable, step-by-step guides for complex DIY projects like building planters or gates, Frustrated by misleading home improvement claims, especially around cooling solutions and fence replacements, Wasting money on professional services or unnecessary tools due to lack of clear DIY alternatives
- posts_analysed: 40
- confidence: 0.75

## 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: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- 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
- [tiktok_user261991844530#e54bc512] #skillbuilder (https://www.tiktok.com/@user261991844530)
- [tiktok_user261991844530#d44a3d8e] original sound - user261991844530
- [tiktok_user261991844530#009eea86] It is a becoming a big trend on TikTok now! Click here: skillbuilder
- [tiktok_user261991844530#5189f517] Check out Skill Builder’s video! #TikTok >
- [tiktok_user261991844530#6b7e645e] Search:
- [tiktok_user261991844530#3902f98d] arm drills bits
- [tiktok_user261991844530#e715126e] gate mate latch
- [tiktok_user261991844530#5abdfa8e] long span gate

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=46, 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=0.25, freshness_days=0, 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=46, 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=46, method=platform_profile

## Freshness
- profile_checked_days_ago: 46
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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=tiktok_user261991844530
- Request removal: https://koinonlink.com/claim?k=tiktok_user261991844530
- Terms: https://koinonlink.com/for-ai