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Analyst Derivatives Positioning

  • 1 installs
  • Updated July 30, 2026
  • dzianisv/backtest

A market-analysis lens that reads trader positioning and derivatives pricing (funding, basis, open interest, options skew, gamma, COT, VIX) across crypto and equities.

About

Provides the positioning and market-implied seat for a market read, interpreting futures and options signals for crypto and equity markets. A developer uses it to answer how the market is positioned, what options are pricing, or whether leverage is crowded.

  • Covers funding, basis, skew, dealer gamma, max pain, VIX term
  • Works for both crypto and equities/index derivatives

Analyst Derivatives Positioning by the numbers

  • 1 all-time installs (skills.sh)
  • Ranked #909 of 1,106 Finance & Trading skills by installs in the Skillselion catalog
  • Data as of Jul 31, 2026 (Skillselion catalog sync)
npx skills add https://github.com/dzianisv/backtest --skill analyst-derivatives-positioning

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Installs1
Last updatedJuly 30, 2026
Repositorydzianisv/backtest

What it does

A market-analysis lens that reads trader positioning and derivatives pricing (funding, basis, open interest, options skew, gamma, COT, VIX) across crypto and equities.

Files

SKILL.mdMarkdownGitHub ↗

Analyst: Derivatives Positioning (how the market is positioned + what it prices)

Read the market beneath spot: where leverage sits, what options price, who is offside. Two halves — futures/flow and options/implied — read together (funding without skew is half a picture). This is the positioning / market-implied seat. Cross-asset: same lens, different venues for crypto vs equities.

Two caveats up front (the blind spot): positioning is necessary-not-sufficient — crowded can stay crowded for weeks. And options-implied probabilities are risk-neutral, inflated by the vol risk premium — they are not real-world odds. Never quote an options-implied prob as if it were a true probability; state both.

When to use vs not

Use when the question is about positioning, leverage, or what derivatives price — direction conviction, squeeze/cascade risk, an implied move around a catalyst, a max-pain pin into expiry.

Do NOT use when there's no liquid derivatives market (most alts/small-caps — say "no positioning signal"), or the question is pure spot fundamentals/valuation.

Signal cheat-sheet (the judgment this lens brings)

Futures / flow

SignalRead
Funding >0 persistent + OI rising + price flatCrowded longs → squeeze-DOWN risk
Funding deeply <0 + OI flushed + spot bid returnsCapitulation/exhaustion → contrarian up
Basis: wide contangoLeverage/carry demand (late-bull froth)
Basis: backwardation (futures < spot)Stress/fear — rare, often marks bottoms
OI↑+price↑ / OI↑+price↓ / OI↓New longs (trend) / new shorts / deleveraging
Equity COT: large specs extreme long, small traders euphoricCrowded — fade; commercials (hedgers) = smart money

Options / implied

SignalRead
Put/call high + 25Δ put skew steep + IV risingFear/hedging priced; extreme = contrarian bottom
Call skew + low IV / IV-rank lowComplacency/chase; topping fuel; convexity cheap
Max pain strikeExpiry magnet — price pulled there if dealers long gamma
Dealer gamma: long (GEX+) / short (GEX−)Vol-dampening pin / vol-amplifying trends & cascades
VIX (or DVOL) term: contango / backwardationComplacency / acute stress
ATM straddle priceMarket's priced 1-SD move to expiry — the implied range

Data recipe

Crypto

  • Coinglass — aggregated funding, OI, liquidation heatmap, long/short ratio (free, start here).
  • Deribit API https://www.deribit.com/api/v2 — options + DVOL: /public/get_book_summary_by_currency?currency=BTC&kind=option, /public/get_index_price. Dominant BTC/ETH options venue.
  • Binance/Bybit fapi for perp funding/OI; geo-blocked? fall back to OKX / Deribit / Coinglass.
  • CME BTC/ETH futures for institutional basis.

Equities / indices

  • CBOE — equity & index put/call ratios, VIX, SKEW index; VIX term via vixcentral.
  • CME COT report — weekly (Fri ~15:30 ET) futures positioning: commercials vs large specs vs small.
  • OCC — total options volume. Options-implied move / IV rank — barchart, market-chameleon.
  • Single stock around earnings: the options-implied move (ATM straddle) = the priced event range.

The forecast-grade move (don't stop at "walls")

Convert options into a distribution, not just OI levels:

  • Implied move = ATM straddle / spot → the 1-SD range by expiry.
  • Risk-neutral probability from the strike's delta/price (e.g. 70k-call delta ≈ P(touch), roughly).

Quote it as risk-neutral and haircut for the vol risk premium — it overstates tail odds.

  • This is the continuous complement to prediction-market-odds (discrete event bets). Use both:

prediction markets for "will the Fed cut", options for "where does price land by expiry".

Output shape

Positioning:  funding <x> | OI <trend> | basis <contango/backw> | (equity: COT <lean>)
Options:      put/call <x> | 25Δ skew <dir> | IV/IV-rank <x> | max pain <strike> | gamma <long/short>
Implied:      1-SD move ±<x>% to <expiry>; risk-neutral P(<level>) ≈ <y>% (NOT real-world)
Read:         crowded-long / capitulation / pinned / complacent — and the directional lean
Triggers:     <level/funding flip/gamma flip that changes the read>
Blind spot:   positioning ≠ destiny; risk-neutral ≠ real odds

Common mistakes

MistakeFix
Quote options-implied prob as real probabilityLabel risk-neutral; haircut the vol risk premium
Read funding without skew (or vice versa)Read both halves — they confirm or contradict
Stop at OI "walls", never compute the implied moveConvert straddle → 1-SD range; that's the forecast
Default to crypto gauges on a stock (or vice versa)Equities = COT/VIX/SKEW/GEX; crypto = funding/DVOL
Skip max pain / gamma into expiryPin & amplification are the strongest near-expiry signals
Treat crowded positioning as an immediate signalNecessary-not-sufficient; needs a trigger to fire

Fit

The positioning seat in multi-lens-quorum and superforecasting. Feeds the reflexivity seat (supplies the liquidation/crowding data its cascades run on) — distinct from it (this = gauge, reflexivity = theory). Complements prediction-market-odds (discrete) with the continuous options-implied distribution. Don't double-count it against reflexivity in the same quorum.

Educational, not advice. Positioning is necessary-not-sufficient; options odds are risk-neutral. Re-pull
before acting — funding, gamma, and OI shift fast.

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