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Intermediate • Filters • Short-term strategy hygiene

Filters to avoid for short-term strategies (and what to use instead)

This is not a “never use these” page. It’s a “don’t let these distract you” page.

Short-term trading (intraday, momentum, mean reversion) is usually dominated by: - liquidity - volatility - time-of-day - the day’s catalyst/attention

So the filters that matter most are the ones that shape behavior, not the ones that make a scanner feel “smart”.

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1) “Story” filters that don’t change intraday behavior

Some filters are interesting, but they often don’t improve execution for short-term strategies.

If a filter doesn’t change tradability or behavior, it’s usually not the first lever to pull.

2) Over-specific filters (curve-fitting magnets)

If your scanner only works with super specific values, it’s likely fragile.

Example smell tests: - it “only works” with one exact number - small changes destroy performance - it works only in one market regime

Use: lane + liquidity + session first, then tighten slowly.

Example: an overbuilt filter stack (hard to trust, hard to debug)

3) Filters you can’t explain

If you can’t explain what a filter does and why it helps, don’t build it into the core.

What to use instead (the boring winners)

If you want a stable short-term workflow, prioritize: - price range - dollar volume / average daily volume - time of day - gap % / relative activity (for “stocks in play”) - float (optional)

See: Filters that matter

Example: a lane-first, simpler filter stack (easier to validate)

Practical workflow: “remove junk without overfitting”

  1. Run the scanner/alert
  2. Identify the worst symbols or lowest-quality names
  3. Ask: what category is this?
  4. Add one constraint that removes that category
  5. Repeat

OddsMaker can help you see what hurts you, but don’t treat it like a profit oracle: - OddsMaker tutorial

FAQ

Are fundamentals filters useless for day trading?

Not useless, but often secondary. If your short-term workflow is unstable, fundamentals filters won’t fix a missing lane or bad liquidity.

What’s the fastest way to improve a short-term scanner?

Define a lane (price + liquidity + time) and keep the rules simple enough that you can validate them quickly.

Next




Next step

Turn this into a repeatable workflow

If you only do one thing next, tighten your lane and reduce noise. That's how Trade Ideas becomes usable.


David
Written by
Updated 2026-01-07 Last tested 2026-01-07
Mentor-style Trade Ideas tutorials focused on workflow, clarity, and repeatable process.