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How can we create a new marketvalue reference used by football professionals? no bias, just neutral real values, realistic

**Problem:** `docs/camelot_deep_dive.md §3.1` currently assigns the A/B letter purely via `flair = (Technique + Pace) / 2` vs `structure = (Decisions + Intelligence) / 2`. This binary split ignores…

## Motivation As noted in `docs/ml_self_improvement.md` §2.1, the 267-key `smrt_player_season_v2` stats are the raw material for every derived attribute (pace, technique, decisions, etc.). Currently…

**Observation:** Wyscout's published pricing page shows a clear consumption-based ceiling model — Copper/Mercury/Gold/Diamond tiers are differentiated primarily by **video clip minutes and PDF report…

The DB snapshot shows **170 competition logos** present against **270 total competitions** — meaning **100 competitions (37%) have no logo**. On every surface where competitions are listed (the `/competitions` drill-down referenced in the SESSION_AGENT_INDEX.md P0 bug list as item #19, and the Club Profiling + World Map modules described in `docs/product_understanding.md` §3), a missing logo degrades the visual credibility of the product for the B2B sporting-director audience IAMScouting is targeting. **Proposed action:** 1. Run `SELECT id, name, country FROM competitions WHERE logo_url IS NULL OR logo_url = ''` to enumerate the 100 affected rows. 2. Prioritise by tier: any competition tagged T1 or T2 (per the tier model in `docs/product_understanding.md`) should be resolved within one sprint using Wikipedia SVG files or the Smrt Stats `/competition` endpoint if it exposes badge URLs. 3. For T3+ competitions where no authoritative free source exists, insert a generic placeholder SVG keyed by confederation (UEFA/CONMEBOL/CAF/AFC/CONCACAF) so the `LogoImg` client component's `onError` fallback (already shipped per SESSION_AGENT_INDEX.md) shows a meaningful regional badge rather than a broken image. 4. Add a DB constraint or nightly check alerting when `logo_url` is NULL on any newly ingested competition row. Target: ≥95% logo coverage (≥256 of 270) within two sprints.

**Problem:** Clubs can find individual players whose Camelot key is harmonic with the club profile, but there is no surface that shows the *squad as a whole* — whether the 25-man roster is…