StatVault
Free to explore · the sourced sports encyclopedia

Sports history, one search.

Search sourced profiles across five sports: every player in the NFL history corpus, deep NBA, MLB, and NHL career tables, plus American Soccer Analysis-backed MLS seasons from 2013–2026. Knox weighs identity, verified honors and aliases, and within-sport value while you type—then shows its evidence.

Live stack connectedNext KC batch Sunday, August 30 at 02:00 UTC

Next KC refresh: Sunday, August 30 at 02:00 UTC. The ritual should now convert movement into conviction every week.

The Weekly Vault

Social Pulse: package the weekly KC movers, trust issues, and Knox questions into one outward story.

No dominant Knox prompt trend captured yet, so the ritual should stay anchored on movers, evidence, and explicit picks.

Live trust

Live mode: movement, evidence, and scoring can resolve against the current backend.

Progression

Build your first ritual identity

Lock one weekly card to start earning streaks, badges, and rivalry pressure.

This week's Knox Challenge

No dominant movement card is available yet, so the ritual still depends on the next social pulse digest.

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. 1. Open Why KC Moved
  2. 2. Ask Knox or inspect Knox Cases
  3. 3. Lock a Beat the Vault card
  4. 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.

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.

Live

2 sources disagree on points — Knox triangulates to the consensus.

Get notified when live KC unlocks

One field for demand capture, one for signal. No fluff.

Vault Season

One weekly sports intelligence game.

Start with the movement board before you commit a take.

Trust cockpit

Live evidence mode

86%

Live backend verified

Change my mind: Show a fresher provider pulse, a contradictory Knox Case, or a resolved pick that breaks the thesis.

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.

Card builderEvidence lock

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.

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Weekly Ritual Board

How StatVault should feel every week

Review a claim

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. Vantage Query

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

Social Pulse: package the weekly KC movers, trust issues, and Knox questions into one outward story.

No dominant Knox prompt trend captured yet, so the ritual should stay anchored on movers, evidence, and explicit picks.

Knox vs crowd

No resolved comparisons yet — check back after more matchups complete.

Pending

Waiting for comparisons to resolve. Once 7+ days pass, closed matchups surface 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.

Rate this ritual — quick input shapes what ships next.

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Heat checktop movers this week

Knox doesn't average blindly. Provider values it recently rejected as outliers.

  • Rejected src_8e95c413 (35.5 vs consensus 29.888615)74d ago
  • Rejected src_8e95c413 (35.5 vs consensus 29.901193)75d ago
  • Rejected src_8e95c413 (35.5 vs consensus 29.913741)75d ago

Efficient by design

How Knox spends →

Most questions are answered for free — from cached evidence, not a paid model call.

64%

answered free ▲ rising

1,213 / 1,909 calls

served without model spend

$1.18

projected 30-day model spend

⚡ Knox made a bold call1mo ago

Knox rated E5c1e3d6d6089b at 82% confidence.

The call is old enough to grade. Do you agree?

Was Knox right?

View full receipt + evidence →