AI agent for chief of staffs
Strategic Decision Reversal Agent
Decisions are revisited exactly when their stated reversal conditions are met.
What it does
Decisions are often made with conditions under which they should be revisited, but nobody watches those conditions. This agent checks the declared reversal triggers against current evidence on a schedule or when a metric moves. If a trigger is met, it gathers confirming evidence and checks how long the change has lasted. It separates a temporary blip from a sustained change. A blip is noted, and monitoring continues. A sustained, supported change produces a reconsideration packet for leadership. Leadership decides whether to reverse the decision. Edge case: a trigger metric whose source changed method is flagged before any comparison.
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.
Read the steps as a list
- Scheduled check or metric movement
- Check reversal conditions against current evidence
- Is a trigger met?If not: keep monitoring. Back to step 2.
- Gather confirming evidence and check duration
- Is the change sustained and supported?If not: note it as a temporary fluctuation. Back to step 2.
- Prepare the reconsideration packet
- Leadership decides whether to reverseThe agent waits here for your OK.
- Trigger-based decision review
How it decides
It confirms a trigger with additional evidence and duration before raising it; short fluctuations go to monitoring.
- Trigger met: judged by the declared threshold.
- Sustained or temporary: by duration and recovery evidence.
- Method change: flag before comparing to the threshold.
- Packet: only for sustained, supported changes.
Make it yours
Every agent is a starting point. You choose these settings for your own situation.
- Decisions and triggers monitored
- Check schedule (default monthly plus on metric movement)
- Minimum duration before a change counts as sustained (default 30 days)
- Evidence sources per trigger
- Who receives reconsideration packets (default the leadership team)
What keeps you in control
It always asks you first
- Reversing strategy or contracts
Hard limits
- Never reverses decisions.
It stops when
- Done: packet prepared or trigger cleared.
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.
- 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
