v0.1 early accessDesktop quant research lab

Forge strategies. Trust only proof.

Forven is a local desktop lab for retail quant traders. Build, test, kill, and promote strategies through a walk-forward gauntlet before they touch live capital.

Local-first · your strategies and keys never leave your machine · bring your own LLM key

live lab snapshotdaemon: healthy
142
in lab
3
active
4m
last run
StrategyStageStatusTradesOOS
S00731funding_skew_ethcandidatepass64+1.3%
S00742liquidation_sweep_btcgauntletfail156-0.6%
S00755basis_carry_solgauntletwatch88+0.2%

Sample lab snapshot for illustration — not real or projected returns.

A research process with hard gates.

Forven is not a signal feed. It is a local process for turning fragile ideas into candidates that have earned further attention.
01 / LAB

Build the cohort

Collect strategy ideas, parameter sets, and agent-drafted variants in one local lab before anything graduates.

02 / GAUNTLET

Run the gauntlet

Push each idea through screen, walk-forward gauntlet, candidate, and live-review stages with explicit gates.

03 / PROMOTE

Promote with evidence

Use out-of-sample metrics, audit trails, and paper-trade behavior to decide what survives and what gets retired.

Most strategies fail. Forven makes failure useful.

Each stage asks a harsher question of the same idea. If the out-of-sample evidence stops holding up, the strategy stops moving forward.
screen

Fast filters remove fragile ideas before deeper testing.

280/1000
gauntlet

Walk-forward windows test survival outside the fit period.

42/280
candidate

Paper trading and review catch behavior that backtests hide.

9/42
live

Only a small set earns live-routing consideration.

2/9
0.2%
graduation ratio
Illustrative cohort math, not a promise about your universe, regime, or results.

The point is not optimism.

The point is disciplined rejection. Forven helps you learn why an edge died before that lesson costs live capital.

Inspect the lab before you trust the output.

Forven keeps the workflow visible: strategy cohorts, current stages, recent out-of-sample behavior, daemon activity, and the trail of decisions that moved an idea forward.
IDStrategyStageTradesOOSStatus
S00241rsi_mean_reversion_btclive127+2.4%pass
S00512vwap_reclaim_ethcandidate38+0.9%pass
S00693volume_anomaly_solgauntlet212-1.1%fail
S00718breakout_confirm_btcgauntlet94+0.4%watch

Local by default

Strategies, data, and runs stay on your machine unless you choose to connect external services.

Bring your own keys

Use your own exchange and LLM keys. Forven does not need to resell model tokens to be useful.

Auditable gates

Every promotion has a stage, a metric trail, and a reason. No hidden signal feed, no black-box handwave.

Sample data for illustration — strategy names, metrics, and OOS figures are not real or projected returns.

Free during beta

Co-researchers, not co-pilots.

Agents are optional co-researchers included for everyone during beta. They can draft hypotheses, inspect failed runs, and explain drawdowns, but the gauntlet still decides what earns attention.

You bring your own LLM key for model calls. The lab, daemon, and agent layer are all part of the beta experience.

How the agent layer works →
  • Drafts hypotheses
    from natural-language research prompts
  • Edits strategy code
    against your actual repo, with diffs
  • Inspects gauntlet results
    reasons about why edges died
  • Writes post-mortems
    on live drawdowns and failed candidates

Start with the full beta.

Every Forven feature is included free during beta. Bring your own LLM key when you want agents to help draft, debug, and review.

The download is ungated — install first. A free account links the app to your device and keeps your beta access in sync; you can create one any time after installing.

  • Local lab and daemon are free during beta.
  • Agent features are included for beta users who bring their own LLM key.
  • Installer is available for Windows now; macOS support follows the same desktop path.