Explain your card workflow, testing focus, and willingness to provide specific feedback.
Arrive ready to challenge the decision.
The beta is designed to test whether FlipForge makes identity, evidence, uncertainty, and the next step clearer. It is not a request to praise the interface or force every card into a recommendation.
Prepare one useful test case.
You do not need a large spreadsheet. One clearly identified card and one real decision is more useful than a pile of loosely matched examples.
Record year, set, player, card number, parallel or insert, grader, and grade. Do not assume a seller title is correct.
Buying, passing, comparing, tracking, or evaluating a grading scenario require different evidence.
An active listing can start discovery, but it is not a completed sale and cannot become one through labeling.
Complete the decision loop once.
The goal is not speed. The goal is to see where the system protects the decision, where it confuses you, and which explanation needs work.
Use Discover to identify a candidate while keeping the exact identity requirement visible.
Confirm what matches, what was excluded, and whether supported value should be withheld.
Review Card Intelligence and Decision Traceback before accepting BUY CANDIDATE, WATCH, VERIFY, or PASS.
Compare saved decisions when a second candidate clarifies the tradeoff.
Save the evidence, uncertainty, recommendation state, and required next check.
Describe the route, expected behavior, actual behavior, and why the difference matters.
What to record at each checkpoint.
The original decision stays fixed. Later evidence is compared with it rather than rewritten into hindsight.
Record recommendation state, confidence, evidence quality, liquidity, risk, exposure, and the reason trail.
Record listing status, new evidence, meaningful price movement, and unresolved identity questions.
Note whether the evidence strengthened, weakened, or left the original state unchanged.
Use the supported outcome categories, including good call, bad call, correct avoid, missed opportunity, or insufficient time.
Protect the evidence and your account.
Beta feedback must never become a back door for secrets, private identifiers, or unsupported marketing claims.
Do not submit passwords, access tokens, provider keys, tenant IDs, personal information, listing URLs, or identifying card details in the in-app feedback form.
FlipForge does not authorize a bid, purchase, sale, payment, or guaranteed grading result.
Do not describe beta output as proven accuracy, guaranteed profit, fraud detection, or financial advice.
Open the Beta Guide first.
The workspace checks authenticated membership. If your invitation is not active, the application remains the correct starting point.