# Kouros Tools (@Kourostools) on youtube

- id: koinon:creator:youtube_kourostools
- url: https://koinonlink.com/kol/youtube/Kourostools
- schema_version: 1.4

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

## Reach
- followers: 1160
- posts_observed: 1
- verified: false
- size_tier: nano

## 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: 0.9
- category_source: derived_from_recent_content
- topics: Miter clamps and clamping systems, CDCS cabinet door clamping, Sanding tools and dust ports, Coping sleds and trim work, Shop organization and one-man workflows
- bio: Welcome to Kouros Tools, innovative, pro-designed gear built for carpenters and woodworkers who want to work smarter, faster, ...

## Audience (inferred)
- status: present
- description: Carpenters, woodworkers, and tradesmen focused on cabinetry, trim work, and shop setups who buy specialized clamping and sanding tools
- roles: consumer
- seniority: practitioner
- pain_points: Clamps that fail to hold square corners during builds, Time-consuming or ineffective cabinet door clamping setups, Dust management issues with tools like Blum Minipress, Difficulty organizing trim and coping setups efficiently
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 32
- authenticity_basis: profile_shape_only
- credibility_score: 32
- 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
- [youtube_kourostools#281ebbaa] I built this clamp to fix a problem every tradesman knows: corners that won’t stay square. (https://www.youtube.com/@Kourostools)
- [youtube_kourostools#1b8df38d] MITER CLAMPS are a carpenter's best friend 👊🫡
- [youtube_kourostools#a8b3a8e3] CDCS (cabinet door clamping system) is an essential shop system.
- [youtube_kourostools#070578d4] OMG! WHY DID I WAIT SO LONG FOR THIS!
- [youtube_kourostools#a809097d] Nothing kills a clean build faster than a clamp that won’t stay square.
- [youtube_kourostools#f9ee665c] A little look at today's packages going out, and more.
- [youtube_kourostools#a9f353fb] Every Miter Clamp that leaves my shop is built by hand, start to finish.
- [youtube_kourostools#f792ea6a] For those wondering... @lamello_usa ZETA P2

## 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=66, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=66, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=66, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=67, 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=67, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=67, 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=67, 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=67, 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=67, method=platform_profile

## Freshness
- profile_checked_days_ago: 67
- content_analysed_days_ago: 67
- audience_updated_days_ago: 66

## AI retrieval
- indexing_requests: 10
- 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=youtube_kourostools
- Request removal: https://koinonlink.com/claim?k=youtube_kourostools
- Terms: https://koinonlink.com/for-ai