Expert Confirmation Engine

Multiple expert lenses. One disciplined decision.

No single style gets final authority without risk, thesis, and market context.

Subject
MSFT · Microsoft Corp.
Consensus
85
App Decision
Buy
Livermore Lens
Line of least resistance
85
score
Confirmed up
  • ·Has the market confirmed the idea?
  • ·Is the line of least resistance clear?
  • ·Are we waiting for a pivotal point?
  • ·Has the thesis been invalidated?
O'Neil Lens
Leadership + volume
88
score
Leader, volume confirming
  • ·Is this a market leader?
  • ·Is volume confirming?
  • ·Is relative strength improving?
  • ·Is the general market supportive?
Minervini Lens
Risk + setup tightness
82
score
Setup clean, not extended
  • ·Is risk tight?
  • ·Is the setup clean?
  • ·Is the entry extended?
  • ·Is volatility contracting?
Buffett Lens
Quality + durability
90
score
Durable franchise
  • ·Is this quality?
  • ·Can it be held long term?
  • ·Does it have durable value?
  • ·Is downside understandable?
Dalio Lens
Regime + balance
78
score
Regime supportive
  • ·What market regime are we in?
  • ·Is the portfolio balanced?
  • ·Are we overexposed to one environment?
Steenbarger Lens
User behavior
84
score
Process discipline strong
  • ·Is the user following process?
  • ·Is the user acting emotionally?
  • ·Should the app reduce risk access?
Final Synthesis
Consensus & conflicts
Consensus
Confirmed Long
Conflicts
1 (Dalio: regime caution)
Confidence
85/100

Expert lens scores feed the confidence signal — but the checklist gates confirmation.

Confirmation Gate
MSFT confirmation
Confirmed
18 / 18 checks passed100%
18 pass 0 pending 0 fail

"Predictions create watchlists. Confirmations create signals. Waiting is a valid signal."

This app provides research, education, and decision-support tools only. It does not provide guaranteed returns, personalized financial advice, or risk-free recommendations. Market investments involve risk, including possible loss of principal.