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AI agent for traders

Execution Quality and Slippage Audit Agent

A monthly report of execution costs by broker, order type and time, with approved changes that cut them

AnalysisDecisionsReportingFinance
See how it worksGet access
Execution Quality and Slippage Audit Agent: what goes in, what the agent does and what you get

What it does

Most traders know their returns but not what execution costs them. Each month this agent pulls fills from broker statements and compares each one with the price when the order was placed and the planned entry. It totals the cost by broker, order type and time of day, including fees. When the cost looks high for a group, it checks whether the cause was a fast market or the order type, then reruns the numbers excluding news spikes and by group. It then proposes changes, such as using limit orders at the open or moving a type of trade to another broker, with the estimated saving. The trader approves what to adopt. Edge case: a large slippage on a stop order during a gap is labeled market risk, not poor execution.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueYes, continueApprovedNoNo 1 STARTS WHEN New month begins 2 USES A TOOL Import fills from each broker statement 3 USES A TOOL Match fills to order time and planned entry 4 DOES Total slippage and fees by broker, order type andtime of day 5 CHECKS THE RESULT Do fills match the statement totals? If not: find missing or duplicate fills and re-importthem. Back to step 2. 6 DOES Flag groups above the cost target 7 USES A TOOL Check market conditions around each flagged fill 8 CHECKS THE RESULT Is the cost caused by order choice rather than amarket spike? If not: exclude spike fills, relabel them as market riskand rerun the totals. Back to step 3. 9 DOES Estimate savings from each proposed change 10 YOU APPROVE Trader approves changes to order type, broker ortiming 11 RESULT Execution audit report
Read the steps as a list
  1. New month begins
  2. Import fills from each broker statement
  3. Match fills to order time and planned entry
  4. Total slippage and fees by broker, order type and time of day
  5. Do fills match the statement totals?If not: find missing or duplicate fills and re-import them. Back to step 2.
  6. Flag groups above the cost target
  7. Check market conditions around each flagged fill
  8. Is the cost caused by order choice rather than a market spike?If not: exclude spike fills, relabel them as market risk and rerun the totals. Back to step 3.
  9. Estimate savings from each proposed change
  10. Trader approves changes to order type, broker or timingThe agent waits here for your OK.
  11. Execution audit report

How it decides

A group is flagged when its average cost per trade is above the trader's target. The agent attributes cost to market moves or order choice before suggesting changes.

  • Flag a group when average slippage exceeds 0.10% of price
  • Exclude fills during a halt or gap from the order choice judgment
  • Propose a change only with at least 30 fills behind it
  • Report fees separately from slippage

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Cost target per trade (default 0.10%)
  • Brokers and statement locations
  • Minimum fills before a proposal (default 30)
  • Report format

What keeps you in control

It always asks you first

  • Changing order types, brokers or trading hours

Hard limits

  • Never moves money or places orders
  • Does not share account data outside the trader's tools

It stops when

  • Done: audit report and approved changes recorded
  • Stop: statements are incomplete

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensIn May the agent totaled $1,310 in costs across two brokers. Market orders at the open at Broker B averaged 0.22% slippage over 41 fills. A check showed 9 of them fell in a gap, so it excluded them, leaving 0.15%. It proposed limit orders for those entries, saving about $240 a month. The trader approved it for one month as a trial.

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