# Shi Salaè | Market Couture (@ms.shisalae) on threads

- id: koinon:creator:threads_ms.shisalae
- url: https://koinonlink.com/kol/threads/ms.shisalae
- schema_version: 1.4

## Identity
- platform: threads
- handle: ms.shisalae
- platform_url: https://www.threads.net/@ms.shisalae
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1762
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.021
- best_post_interactions: 37
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: finance
- subcategory: personal_fin
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Trading psychology and emotional control, Behavioral loops that lead to account blow-ups, Self-reflection and personal growth through trading, Positioning and discipline over prediction
- bio: Performance & Discipline Strategist📈
I audit the behavioral loops that cause traders to blow accounts.
👇 Get the Trading Ledger Today! 📒

## Audience (inferred)
- status: present
- description: Retail traders focused on psychology and discipline, especially those who have blown accounts or struggle with emotional responses
- roles: none
- seniority: practitioner
- pain_points: Blowing trading accounts due to uncontrolled emotional reactions, Difficulty maintaining discipline and consistent behavior while trading, Over-focusing on market prediction instead of personal positioning and self-awareness
- posts_analysed: 7
- 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: 36
- authenticity_basis: engagement_observed
- credibility_score: 36
- 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
- [threads_ms.shisalae#ee47fe5f] Y'all. The Trading Ledger is officially available and I have been waiting to say that for so long. 136 pages built to track the patterns your trading platform will never show you. Physical ships to your door. PDF starts today. Link in bio. Go get it. 🤎📈 (https://www.threads.com/@ms.shisalae/post/DZ5GiC3GwJP)
- [threads_ms.shisalae#300402f1] Calling it a night... One thing about trading, it'll humble you all day and still have you excited to come back tomorrow. Lol
- [threads_ms.shisalae#f3897773] The more I studied trading... The less I became interested in predicting. The more I became interested in positioning.
- [threads_ms.shisalae#92b41b07] I think the market gives everybody the same opportunities. It just doesn't give everybody the same emotional response to them. 🙇🏾‍♀️
- [threads_ms.shisalae#ea37972e] You can learn a strategy in a weekend. It can take years to learn how you behave while using it.
- [threads_ms.shisalae#b4609a34] I don't think trading changed me. I think it introduced me to parts of myself I couldn't ignore anymore.
- [threads_ms.shisalae#ec12808e] The more I trade... The more I realize my bigges

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=122, 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=78, 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=122, 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=122, method=platform_profile

## Freshness
- profile_checked_days_ago: 122
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 12
- 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=threads_ms.shisalae
- Request removal: https://koinonlink.com/claim?k=threads_ms.shisalae
- Terms: https://koinonlink.com/for-ai