TF2 Recommendation Engine

Sample recommendation preview from local engine output.

Recommendation summary

2 of 2 recommendations shown

Client-side filtering only. All recommendations are shown by default.

Total2
Eligible1
Ineligible1
Blocked0
Informational0
Filters
Action type
Eligibility status

Filter by action type and eligibility status without backend persistence.

Local recommendation inputs

Edit balances, actions, websites, and blacklists. Changes update recommendations locally only — no trades, purchases, or listings are executed.

Balances
Enabled action types
Websites / Marketplaces
Blacklists

Items matching these keys are blocked from recommendations.

Checking an action type blocks all recommendations of that type.

These are preview-only recommendations. No trades, purchases, or listings are executed. All changes are local and in-memory — nothing is persisted.

Craft Demo weapon craft path

INELIGIBLE craft
Gross value$0.90
Fees$0.09
Net value$0.81
Value delta—
Required balance$0.00

Reason: Crafting path improves estimated value.

Risk notes: Missing inputs must be acquired before crafting.

Blocked by: missing_recipe_inputs

Assumptions: Missing inputs must be acquired.

GeneratedAt: 2026-07-02T07:36:44.016Z

Hold Sample Australium Weapon for Collect sample Australium weapons

ELIGIBLE hold
Gross value$80.00
Fees$0.00
Net value$80.00
Value delta0
Required balance$0.00

Reason: Hold item because it matches banking goal.

Risk notes: Hold recommendations are informational only.

Blocked by: none

Assumptions: Item is retained for goal-related reasons; not executed.

GeneratedAt: 2026-07-02T07:36:44.016Z