KnoxIQ
KC tells you who a player is right now. KV tracks what they've built across a season and career. Knox powers both.
Next KC refresh: Sunday, June 7 at 02:00 UTC. The ritual should now convert movement into conviction every week.
The Weekly Vault
Top MLB movers this week
No dominant Knox prompt trend captured yet, so the ritual should stay anchored on movers, evidence, and explicit picks.
Live mode: movement, evidence, and scoring can resolve against the current backend.
Find the movement worth believing or fading.
Turn a passive stat read into a defensible stance.
Convert knowledge into identity.
The loop remembers you instead of resetting.
Progression
Build your first ritual identity
Lock one weekly card to start earning streaks, badges, and rivalry pressure.
This week's Knox Challenge
Shohei Ohtani is the strongest riser in MLB right now.
Fast-path Knox
Common weekly questions resolve through deterministic product context before spending model tokens.
This week's mission
Read the move. Challenge the story. Make the call.
StatVault works best when one weekly loop dominates the product: start at the movement board, inspect the strongest evidence, lock a conviction play, then come back for the payoff and leaderboard fallout.
Mission stack
- 1. Open Why KC Moved
- 2. Ask Knox or inspect Knox Cases
- 3. Lock a Beat the Vault card
- 4. Track the result and rivalry fallout
Weekly Narrative
No dominant Knox prompt trend captured yet, so the ritual should stay anchored on movers, evidence, and explicit picks.
This should become the default weekly briefing surface, not a static hero.
Top Demand
No dominant demand signal captured yet.
Waitlist, report-a-stat, and Knox prompts will rank themselves into one queue here.
Latest Evidence Review
ForgeVerify and ForgeQuery reviews will be persisted into the Knox evidence ledger here.
No reusable evidence review captured yet.
Command center
Why KC moved
One weekly surface for movers, operator demand, latest evidence, and what users should do next.
Open command centerReusable AI output
Knox Cases
Durable evidence reviews captured from ForgeVerify and Ask Knox so trust compounds instead of resetting every session.
Browse casesPrimary game loop
Beat the Vault
The flagship ritual should be simple: understand the move, disagree with conviction, then make the call.
Make a weekly callGet notified when live KC unlocks
Vault Season
One weekly sports intelligence game.
Start with the movement board before you commit a take.
Trust cockpit
Live evidence mode
Live backend verified
Change my mind: Show a fresher provider pulse, a contradictory Knox Case, or a resolved pick that breaks the thesis.
01
Weekly mission
No dominant Knox prompt trend captured yet, so the ritual should stay anchored on movers, evidence, and explicit picks.
02
Evidence cockpit
Show a fresher provider pulse, a contradictory Knox Case, or a resolved pick that breaks the thesis.
03
Lock the card
Shohei Ohtani is the strongest riser in MLB right now.
04
KC Movers Room
For players turning the weekly movement board into direct head-to-head calls.
Knox memory
Knox is waiting for a ritual identity
Lock one weekly card or save one evidence review so Knox can start remembering what you care about.
- - No dominant product ask has been captured yet.
- - Guest sessions can still use deterministic weekly ritual answers before spending model tokens.
Progression
Rookie Reader
Turn conviction into points, streak pressure, and division progress.
AI efficiency
Keep ritual and evidence questions on zero-token paths unless the user asks for novel synthesis.
- - Answer ritual, progression, trust, demand, and next-step prompts from deterministic artifacts first.
- - Search the Knox evidence ledger before generating new explanation prose.
- - Use small-model synthesis for ranking/summary tasks after context retrieval.
You asked / Knox learned
No dominant product ask has been captured yet.
The ritual now has a visible feedback loop, a tighter weekly mission, and fewer disconnected surfaces pretending to be the core product.
No dominant feedback pattern yet. Keep collecting lightweight reactions inside the weekly loop.
Weekly Ritual Board
How StatVault should feel every week
1. Why KC Moved
See what moved, why it moved, and what should be inspected first.
2. Ask Knox
Ask the high-frequency weekly question directly and reuse the answer.
3. ForgeQuery
Turn disagreement into a weekly call with conviction and rivalry framing.
4. Beat the Vault
Inspect the durable evidence review before you trust the story.
Weekly recap artifact
Top MLB movers this week
No dominant Knox prompt trend captured yet, so the ritual should stay anchored on movers, evidence, and explicit picks.
Weekly competition
Leaderboard pulse pending
Beat the Vault weekly standings will appear here when the live board responds.
SignalPredict pressure
Market pressure pending
Daily market pressure is still waiting on a healthy live backend response.
Knox evidence
No verdict captured yet
The evidence ledger will summarize the strongest reusable review here.
You asked / we shipped
Visible learning loop
You asked
No dominant product ask has been captured yet.
We shipped
The ritual now has a visible feedback loop, a tighter weekly mission, and fewer disconnected surfaces pretending to be the core product.
Next up
Next up: keep turning direct user feedback into visible product changes instead of passive internal notes.
Feedback Loop
Make the product smarter every week
Demand capture now needs to become a visible user loop: which prompts helped, which rituals landed, what felt unclear, and what the product should productize next.
You asked
No dominant product ask has been captured yet.
We surfaced
The ritual now has a visible feedback loop, a tighter weekly mission, and fewer disconnected surfaces pretending to be the core product.
Next payoff
Next up: keep turning direct user feedback into visible product changes instead of passive internal notes.
2026-04-22
liveRequest
Reliable premium AI and market flows that do not break on auth state.
Shipped
Credentials login now persists issued access and refresh tokens, and premium AI or market routes can use real auth-backed flows.
2026-04-22
liveRequest
Faster search that routes users into action instead of fanning out into wasteful requests.
Shipped
Discovery search now aggregates server-side and routes users into compare, evidence, and ritual actions from one surface.
2026-04-22
liveRequest
A complete daily market loop with real profile, pick, share, and leaderboard coverage.
Shipped
Missing SignalPredict market, profile, share, and leaderboard proxies were added so the daily game loop is operable from Next.js.
Rate The Ritual
Quick input on whether the weekly mission feels sharp enough yet.
Product Learning Radar
Waiting for product signal
Top opportunity
No dominant feedback pattern yet. Keep collecting lightweight reactions inside the weekly loop.
Next experiment
Next up: keep turning direct user feedback into visible product changes instead of passive internal notes.
Social Pulse
Social Pulse: package the weekly KC movers, trust issues, and Knox questions into one outward story.
Digest will populate after the next backend pulse.
Operator focus should stay on the next clear trust or product-demand signal while Social Pulse warms up.
Top MLB movers this week
Shohei Ohtani is the strongest riser in MLB right now.
KC 97.8
KC 94.2
KC 91.5
KC 87.6
Top NBA movers this week
Nikola Jokic is the strongest riser in NBA right now.
KC 97.1
KC 95.3
KC 94.6
KC 93.2
Top NFL movers this week
Patrick Mahomes is the strongest riser in NFL right now.
KC 96.2
KC 93.8
KC 91.7
KC 88.3
Top NHL movers this week
Connor McDavid is the strongest riser in NHL right now.
KC 97.5
KC 95.6
KC 94.8
KC 93.2
Explore deeper surfaces
Why KC Moved
Weekly command center for movers, evidence, operator demand, and next actions.
Ask Knox
Natural-language query surface for current player and product questions.
ForgeQuery
Fast, reusable Knox answer surface for common weekly questions.
Beat the Vault
Make weekly KC calls, frame rivalries, and track whether your conviction was right.
Knox Cases
Durable evidence reviews captured from Ask Knox and ForgeVerify.
ForgeVerify
Fact-check claims against the KnoxIQ data layer.
Dashboard
Personalized watchlist, alerts, and weekly follow-through surface.
ForgeGhost
Counterfactual era projection. What would LeBron average in the 1986 NBA?
ForgeVerify
Fact-check any sports claim against the KnoxIQ database. B2B API.
SignalAlert
Get notified when a player's KC crosses your threshold.
ForgeCard
Weekly top-mover social cards. Top 5 gainers and losers per sport.
ForgeLive
Real-time KC pulse updated every 60 seconds during live games.
ForgeBet
KC vs sportsbook line edge finder. Analytical tool only.
ForgeDraft
Fantasy draft copilot. Knox recommends picks using KC vs ADP.
VaultEmbed
Embed live KC and KV tiles on any sports media site with one script tag.