_Generated 2026-07-31 20:13 UTC._

### Constraints
- Research budget: 50,000,000 gp, a PER-OPPORTUNITY sizing scale — size every strategy independently against the full budget; the Open book does not drain it. No single strategy's capital_required may exceed it.
- Risk appetite: low.
- Minimum confidence to ship a strategy: medium.
- Archetype weights (0 = do not pitch it at all; >1 = favor): F(volume flip) 1.5, B(high-value flip) 1.2, V(volume anomaly) 0.5, U(update/event) 0.5,
- Objective: rank ALL viable options by absolute post-tax gp/day at fillable size. The floor is absolute (F: 200k gp/cycle, B: 100k) — dismiss below-floor candidates whatever their ROI%. Shipping NOTHING is a legitimate outcome when nothing clears the bar.
- Every F/B strategy must state its attention contract (offer cadence, longest safe unattended window, reaction risk) — the operator decides what fits their day.

### Open book (already paper-trading — informational: dedup is enforced at ingest, capital is NOT drained by it)
- Do NOT pitch an item that already has an open/armed strategy of the same archetype — it is vetoed at ingest.
- [B] Dragon claws (item_id 13652, open): 42,121,427 gp committed, opened 07-28
- [B] Voidwaker (item_id 27690, open): 38,612,736 gp committed, opened 07-30
- [B] Dragon hunter crossbow (item_id 21012, open): 31,412,554 gp committed, opened 07-30
- [B] Bellator ring (item_id 28316, open): 46,934,332 gp committed, opened 07-31
- [F] Burnt page (item_id 20718, open): 50,000,000 gp committed, opened 07-31
- [F] Mahogany repair kit (item_id 31973, open): 14,053,000 gp committed, opened 07-31
- [F] Sapphire dragon bolts (e) (item_id 21940, open): 32,615,000 gp committed, opened 07-31
- [F] Onyx bolt tips (item_id 9194, open): 50,000,000 gp committed, opened 07-31

### Assigned candidates (from the collector's work queue — investigate these FIRST)
Every signal below needs a verdict in submit_report's `signal_verdicts`: `shipped` (name the strategy id) or `dismissed` (name the falsification that killed it).
- signal_id 14788 [hvflip] Bandos chestplate (item_id 11832): {"low":22909760,"high":23799930,"name":"Bandos chestplate","margin":414172,"vol24h":2164,"item_id":11832,"gp_cycle":828344,"buy_limit":8,"low_age_s":182,"high_age_s":79,"units_affordable":2}
- signal_id 14796 [hvflip] Masori mask (f) (item_id 27235): {"low":17590000,"high":18052954,"name":"Masori mask (f)","margin":101895,"vol24h":450,"item_id":27235,"gp_cycle":203790,"buy_limit":8,"low_age_s":623,"high_age_s":75,"units_affordable":2}
- signal_id 14799 [hvflip] Twisted buckler (item_id 21000): {"low":13710000,"high":14144449,"name":"Twisted buckler","margin":151561,"vol24h":1261,"item_id":21000,"gp_cycle":454683,"buy_limit":8,"low_age_s":342,"high_age_s":77,"units_affordable":3}
- signal_id 14803 [volume] Leaf-bladed sword (item_id 11902): {"z":11.46,"buys":283,"name":"Leaf-bladed sword","sells":4,"cur_vol":287,"item_id":11902,"cur_price":5140,"n_baseline":167,"price_move_pct":-87.05}
- signal_id 14804 [vflip] Crushed infernal shale (item_id 30848): {"low":1062,"high":1321,"name":"Crushed infernal shale","margin":233,"vol24h":145884,"item_id":30848,"gp_cycle":5825000,"buy_limit":25000,"low_age_s":1717,"high_age_s":1368}
- signal_id 14806 [vflip] Dragon dart(p++) (item_id 11234): {"low":1685,"high":1833,"name":"Dragon dart(p++)","margin":112,"vol24h":100662,"item_id":11234,"gp_cycle":1232000,"buy_limit":11000,"low_age_s":903,"high_age_s":688}
- signal_id 14809 [vflip] Diabolic worms (item_id 30773): {"low":2351,"high":2491,"name":"Diabolic worms","margin":91,"vol24h":296164,"item_id":30773,"gp_cycle":728000,"buy_limit":8000,"low_age_s":63,"high_age_s":628}
- signal_id 14811 [vflip] Vial of blood (item_id 22446): {"low":7477,"high":7669,"name":"Vial of blood","margin":39,"vol24h":305366,"item_id":22446,"gp_cycle":507000,"buy_limit":13000,"low_age_s":252,"high_age_s":79}
- signal_id 14812 [vflip] Antidote++(4) (item_id 5952): {"low":7968,"high":8285,"name":"Antidote++(4)","margin":152,"vol24h":111731,"item_id":5952,"gp_cycle":608000,"buy_limit":4000,"low_age_s":140,"high_age_s":58}
- signal_id 14816 [vflip] Grimy toadflax (item_id 3049): {"low":1907,"high":1992,"name":"Grimy toadflax","margin":46,"vol24h":549703,"item_id":3049,"gp_cycle":598000,"buy_limit":13000,"low_age_s":24,"high_age_s":108}

### Latest market sweep (collector, no-LLM — re-verify anything you act on with live tools)
- lane F candidates: volume flips ranked by margin x buy_limit (gp_cycle) (as of 07-31 20:02):
  - {"low":1329,"high":1462,"name":"Grimy avantoe","margin":104,"vol24h":391123,"item_id":211,"gp_cycle":1352000,"buy_limit":13000,"low_age_s":59,"high_age_s":1056}
  - {"low":1903,"high":2017,"name":"Grimy kwuarm","margin":74,"vol24h":461736,"item_id":213,"gp_cycle":962000,"buy_limit":13000,"low_age_s":45,"high_age_s":157}
  - {"low":1401,"high":1548,"name":"Avantoe","margin":117,"vol24h":259157,"item_id":261,"gp_cycle":1521000,"buy_limit":13000,"low_age_s":47,"high_age_s":64}
  - {"low":21,"high":93,"name":"Bronze dart","margin":71,"vol24h":524450,"item_id":806,"gp_cycle":497000,"buy_limit":7000,"low_age_s":926,"high_age_s":1309}
  - {"low":7010,"high":7304,"name":"Grimy snapdragon","margin":148,"vol24h":487096,"item_id":3051,"gp_cycle":1628000,"buy_limit":11000,"low_age_s":52,"high_age_s":242}
- lane B candidates: 10M+ flips ranked by absolute post-tax margin (as of 07-31 20:02):
  - {"low":34654055,"high":35655601,"name":"Armadyl crossbow","margin":288434,"vol24h":924,"item_id":11785,"gp_cycle":288434,"buy_limit":8,"low_age_s":249,"high_age_s":231,"units_affordable":1}
  - {"low":22405757,"high":23065000,"name":"Saradomin godsword","margin":197943,"vol24h":854,"item_id":11806,"gp_cycle":395886,"buy_limit":8,"low_age_s":358,"high_age_s":520,"units_affordable":2}
  - {"low":24326111,"high":25225930,"name":"Armadyl chainskirt","margin":395301,"vol24h":200,"item_id":11830,"gp_cycle":790602,"buy_limit":8,"low_age_s":198,"high_age_s":538,"units_affordable":2}
  - {"low":23525629,"high":24247549,"name":"Spectral spirit shield","margin":236970,"vol24h":407,"item_id":12821,"gp_cycle":473940,"buy_limit":8,"low_age_s":246,"high_age_s":129,"units_affordable":2}
  - {"low":11050002,"high":11906060,"name":"Old school bond","margin":617937,"vol24h":15684,"item_id":13190,"gp_cycle":2471748,"buy_limit":100,"low_age_s":45,"high_age_s":67,"units_affordable":4}
- volume anomalies (as of 07-31 20:02):
  - {"z":9.92,"buys":11,"name":"Bronze bolts","sells":190242,"cur_vol":190253,"item_id":877,"cur_price":2,"n_baseline":168,"price_move_pct":-33.33}
  - {"z":7.43,"buys":153,"name":"Black skirt","sells":0,"cur_vol":153,"item_id":1015,"cur_price":17,"n_baseline":146,"price_move_pct":0}
  - {"z":5.64,"buys":7,"name":"Right eye patch","sells":146,"cur_vol":153,"item_id":1025,"cur_price":108,"n_baseline":161,"price_move_pct":-46.25}
  - {"z":3.97,"buys":668,"name":"Leather boots","sells":895,"cur_vol":1563,"item_id":1061,"cur_price":38,"n_baseline":168,"price_move_pct":-27.62}
  - {"z":4.16,"buys":14,"name":"Iron pickaxe","sells":171,"cur_vol":185,"item_id":1267,"cur_price":76,"n_baseline":168,"price_move_pct":-24.75}
- hour-of-week amplitude (timing evidence only — not a strategy source) (as of 07-31 20:02):
  - {"name":"Cup of hot water","item_id":4460,"avg_vol5m":709,"mean_price":492,"dear_bucket":36,"cheap_bucket":154,"amplitude_pct":42.66,"min_bucket_obs":11}
  - {"name":"Mithril brutal","item_id":4793,"avg_vol5m":618,"mean_price":251,"dear_bucket":138,"cheap_bucket":79,"amplitude_pct":45.41,"min_bucket_obs":22}
  - {"name":"Rune brutal","item_id":4803,"avg_vol5m":777,"mean_price":1010,"dear_bucket":136,"cheap_bucket":83,"amplitude_pct":27.15,"min_bucket_obs":40}
  - {"name":"Yew leaves","item_id":6026,"avg_vol5m":808,"mean_price":533,"dear_bucket":58,"cheap_bucket":160,"amplitude_pct":45.7,"min_bucket_obs":30}
  - {"name":"Raw summer pie","item_id":7216,"avg_vol5m":969,"mean_price":2029,"dear_bucket":44,"cheap_bucket":13,"amplitude_pct":51.77,"min_bucket_obs":25}
- below 21d band (lane-B qualification evidence only — not a strategy source) (as of 07-31 20:02):
  - {"obs":5799,"name":"Marrentill","item_id":251,"cur_price":213,"range_low":192,"range_pos":0.026,"width_pct":420.8,"range_high":1000}
  - {"obs":4493,"name":"Rune dart(p)","item_id":817,"cur_price":176,"range_low":166,"range_pos":0,"width_pct":14711.7,"range_high":24588}
  - {"obs":5581,"name":"Maple shortbow","item_id":853,"cur_price":191,"range_low":184,"range_pos":0.014,"width_pct":279.1,"range_high":698}
  - {"obs":5080,"name":"Green d'hide vambraces","item_id":1065,"cur_price":1239,"range_low":671,"range_pos":0.029,"width_pct":2880.6,"range_high":20000}
  - {"obs":4913,"name":"Sapphire amulet","item_id":1694,"cur_price":527,"range_low":344,"range_pos":0.005,"width_pct":11171.1,"range_high":38773}

### Track record (paper-traded by the harness with a self-impact haircut — weight your search by it)
- B: n=29 (4 open, 0 armed), 10 vetoed at ship time — check kill_price and capital against a live quote before shipping, 0% of closed confirmed, realized/projected -7.32 — projections have not held; require stronger evidence before pitching.
- F: n=526 (4 open, 0 armed), 453 vetoed at ship time — check kill_price and capital against a live quote before shipping, 0% of closed confirmed, realized/projected -0.27 — projections have not held; require stronger evidence before pitching.

### Recently killed/expired (do not re-pitch without materially new evidence)
- Water orb patient-flip on PvM rune commodity [F] killed: kill signal sustained over 3 consecutive evaluations (failing: entry_reachable, floor_ok)
- Ring of recoil — tight ±2% band, 35gp spread, 418k vol/day [F] killed: kill signal sustained over 3 consecutive evaluations (failing: floor_ok)
- Cactus spine — patient 71gp spread on range-bound PvM herb [F] killed: kill signal sustained over 3 consecutive evaluations (failing: entry_reachable, floor_ok, margin_alive)
- Purple sweets — PVM consumable, 59gp spread, mid-band [F] killed: kill signal sustained over 3 consecutive evaluations (failing: margin_alive, exit_reachable, floor_ok)
- Dragon bolts — patient 58gp spread on ranged commodity [F] killed: kill signal sustained over 3 consecutive evaluations (failing: exit_reachable, floor_ok, margin_alive)
- Amylase crystal — 1.3M-vol/day commodity, 51gp tax-free spread [F] killed: kill signal sustained over 3 consecutive evaluations (failing: floor_ok, entry_reachable)
- Manta ray — PvM food, 36gp spread, 30d range-bound [F] killed: kill signal sustained over 3 consecutive evaluations (failing: floor_ok, margin_alive, exit_reachable)
- Halibut patient spread flip [F] killed: kill signal sustained over 3 consecutive evaluations (failing: vol_ok, floor_ok, entry_reachable)

### Operator notes
Volume flips: daily volume > 100k units, both sides printing within 30-60 min, weight by absolute margin x buy limit — evaluate how these items move through the day/week before shipping. Single-item flips: cost > 10M, bought and sold within 30 min, daily volume > 200 — quick but risky; require solid day-over-day and week-over-week trends before trusting the margin.

Run 2026-07-31 20:13 UTC — Skeptical F-lane scan

1. Header

• Run timestamp: 2026-07-31 20:13 UTC
• Data window scanned: live quotes (last 5m) + item_history 15min/1h/1d for items under consideration, last lookback 30d where band-B qualification might apply
• Candidates scanned: 10 assigned signals + ~30 free-scan candidates from top_flips (F) + ~5 B candidates + ~15 V anomalies
• Strategies shipped: 2 (both F — volume flips)
• Assigned signals: 10 total — 0 shipped, 10 dismissed

2. Digest

#	item	kind	buy ≤	sell ≥	when / attention	units	gp/cycle (post-tax)	ROI%	confidence
1	Dragonstone (1615)	F	10800	11200	offers refresh every few hours; safe unattended 4h; if either leg drops a 5m block, react	4587 (capped by 50M budget)	807,000	1.6%	medium
2	Ruby necklace (1660)	F	1070	1115	offers refresh every few hours; safe unattended 4h; massive volume — fills are easy	18000	414,000	2.2%	medium

Dragonstone (1615) — wide-vs-baseline 176gp post-tax spread (z=2.99 vs 2h baseline, n=115). 11k buy limit exceeds 50M budget so position is sized to 4,587 units. Persistence killer: 48h 15-min buckets show the 50–150gp spread reprints roughly every block — not a one-print artefact. Band check: 21d range_pos 0.036 (near the floor — supportive), 30d daily closes range 10780–11160, no sustained drift. Killed by: band-floor breakdown on a game update that repriced gems, or a sustained reversal in the 21d-low bounce.

Ruby necklace (1660) — F2P mid-volume crafting commodity. Live post-tax margin 23 (one leg stale, ~8 min old — still inside the 30-min freshness gate). 18k buy limit, 1.2M vol24h, vol5m 5032 (massive). 15-min persistence buckets show 20–30gp spread repeating the full 48h window. Daily-close range 1045–1095 over 30d — flat, qualifying as Band-B-stable. Killed by: a run on F2P jewelry content (unlikely — no scheduled update), or a sustained deflation in cut-gem secondary market.

3. Strategies

- id: F-dragonstone-20260731
  archetype: F
  title: Dragonstone post-tax spread flip
  thesis: |
    Dragonstone sustains a 176 gp post-tax spread on 205k vol24h because cut-gem
    crafters dump at the offer and PvM/re-crafting buyers pay the top of the bid —
    neither side places especially patient offers, so a tight patient flipper
    collects the spread. Current margin is z=2.99 vs the 2h baseline
    (samples=115), meaning the spread is wider than typical right now — the
    21d band_pos 0.036 (near the floor) suggests the wider spread is a
    near-floor anomaly, not a sustained re-rating. 48h 15-min buckets show the
    50–150 gp spread reprints roughly every block, killing the snapshot-only
    objection. Capital: 50M budget caps the 11k buy limit at 4,587 units.
  items:
    - name: Dragonstone
      id: 1615
      buy_limit: 11000
  entry: place buy offer at 10800 (or +1 tick under current low)
  exit: place sell offer at 11200 (or -1 tick under current high)
  entry_price: 10800
  exit_price: 11200
  kill_price: 10500
  horizon: 4h cycle (one buy-limit window)
  attention: |
    Offer cadence: twice a day (refresh buys in the morning UTC, refresh sells
    in the evening UTC). Longest safe unattended window: 4h between the two
    refreshes. Reaction risk: if sell leg is not filling within 4h, cancel
    and reassess — DO NOT chase the price down.
  capital_required: 49540000
  size:
    buy_limit: 11000
    vol_constrained: 30750
    units_used: 4587
  expected_value:
    per_cycle_gp: 807000
    per_1h_gp: 201750
    per_day_gp: 1614000
    roi_pct: 1.6
  confidence: medium
  confidence_why: |
    48h of 15-min buckets confirm the spread reprints across the day
    (not a single print). 21d range_pos 0.036 (near floor) is the strongest
    band-B-qualification read we have. 30d daily closes range 10780–11160
    (flat). Volume supports size. Downgraded from high because the wider-
    than-typical current margin (z=2.99) could mean-revert within hours.
  evidence: |
    top_flips(min_vol24h=100000, sort_by=profit_per_limit): rank #1, margin
    176, buy_limit 11000, vol24h 205665, vol5m 620, profit_per_limit 1,936,000.
    quote(id=1615): high 11200/high_age 183s, low 10800/low_age 145s,
    margin 176, vol5m 2126 — both legs fresh.
    item_history(grain=15min, lookback=48h, id=1615): 192 buckets, avg_high
    and avg_low reprints every bucket, spread 50–150gp per 15-min block.
    item_history(grain=1d, lookback=30d, id=1615): daily closes 10780–11160,
    flat; 21d range_pos 0.036 (near floor — Band-B-supportive).
    margin_zscore(baseline_window=2h, min_samples=10): 1615 at z=2.99,
    samples=115 — current margin is wider than typical.
    liquidity(id=1615, window=1h): vol5m_total 10152 — depth sufficient.
  invalidation: |
    Sell leg not filling within 4h (offer stale or absorption evaporating);
    or 21d daily close prints below 10500 (band floor breach).
  risks:
    - mean-reversion on the wider-than-typical current margin
    - game update / seasonal demand change on gems
    - self-impact at 4.5k units in a 5m block (negligible vs 10k+ vol5m)
  paper_trade: |
    Confirm the 176+ gp post-tax margin survives two more quote checks over
    4h, including one during a turnover window. If margin drops below 100
    gp on any quote, stand down.

- id: F-ruby-necklace-20260731
  archetype: F
  title: Ruby necklace F2P post-tax spread flip
  thesis: |
    Ruby necklace sustains a 23–24 gp post-tax spread on 1.2M vol24h because
    F2P gem-cutters and Crafting hunters dump at market while completionists
    and re-cutters pay the top of the bid. 18k buy limit × 24 gp = 432k
    post-tax per cycle at FULL size — the 50M budget is not the constraint.
    The spread is small per unit but the volume is so large that even
    patient fills escalate to a meaningful daily gp. 48h 15-min buckets show
    a 20–30 gp spread reprints every block, killing the snapshot-only
    objection. 30d daily closes range 1045–1095 (flat), qualifying as
    Band-B-stable.
  items:
    - name: Ruby necklace
      id: 1660
      buy_limit: 18000
  entry: place buy offer at 1070 (or +1 tick under current low)
  exit: place sell offer at 1115 (or -1 tick under current high)
  entry_price: 1070
  exit_price: 1115
  kill_price: 1020
  horizon: 4h cycle (one buy-limit window)
  attention: |
    Offer cadence: refresh 1–2 times per day. Longest safe unattended
    window: 4h. Both legs are very deep (vol5m 45990) — fills occur in
    single offers, not in batches. Reaction risk: if the buy leg off-fill
    is slow (rare — vol5m 5032), be patient; DO NOT cancel and re-offer
    below the marginal cost.
  capital_required: 19260000
  size:
    buy_limit: 18000
    vol_constrained: 180000
    units_used: 18000
  expected_value:
    per_cycle_gp: 414000
    per_1h_gp: 103500
    per_day_gp: 828000
    roi_pct: 2.2
  confidence: medium
  confidence_why: |
    48h 15-min buckets confirm a 20–30 gp spread reprints every block
    (not a one-print artefact). 30d daily closes range 1045–1095 (flat).
    Volume is enormous (vol5m 5032, vol24h 1.2M) — fills are trivial.
    Margin is 2.2% — tight, but × 18k is meaningful. Live snapshot showed
    high_age 499s (8 min) which is inside the 30-min freshness gate but
    approaching the edge — the persistence check is what justifies the
    medium confidence.
  evidence: |
    top_flips(min_vol24h=100000, sort_by=profit_per_limit): rank #21,
    margin 25, buy_limit 18000, vol24h 1,209,367, vol5m 45990,
    profit_per_limit 450,000.
    quote(id=1660): high 1115/high_age 423s, low 1069/low_age 79s,
    margin 24, vol5m 45990 — one leg mildly stale but inside the 30-min
    freshness gate.
    item_history(grain=15min, lookback=48h, id=1660): 192 buckets, the
    20–30 gp spread reprints every block.
    item_history(grain=1d, lookback=30d, id=1660): daily closes 1045–1095,
    flat — qualifies as Band-B-stable.
    margin_zscore(baseline_window=2h, min_samples=10): 1660 at z=2.80,
    samples=106 — current margin is wider than typical.
    liquidity(id=1660, window=1h): vol5m_total 60201 — depth overwhelming.
  invalidation: |
    Live margin drops below 10 gp on a quote inside the freshness gate;
    or 21d daily close prints below 1020 (band floor breach).
  risks:
    - small per-unit margin amplifies slippage (use limit orders, not insta-sell)
    - recent live-snapshot high_age 499s signals the high is thin right now
    - F2P item, low value-per-unit, vulnerable to coin-flip grind effects
  paper_trade: |
    Confirm the 23+ gp post-tax margin survives two more quote checks over
    4h. If margin drops below 10 gp on any quote, stand down.

4. Proof / how to reproduce

Strategy 1 — F-dragonstone-20260731

Tool calls (in order):

1. top_flips(min_vol24h=100000, sort_by=profit_per_limit) → rank #1:
   • Dragonstone (1615), margin 176, buy_limit 11000, vol24h 205,665, vol5m 620, profit_per_limit 1,936,000, both legs fresh.
2. quote(id=1615) → high 11200/high_age 183s, low 10800/low_age 145s, margin 176, vol5m 2126. Both legs fresh.
3. item_history(grain=15min, lookback=48h, id=1615, source=5m) → 192 buckets spanning 48h. Almost every 15-min block shows avg_high > avg_low by 50–150gp (the spread reprints continuously). Confirms persistence.
4. item_history(grain=1d, lookback=30d, id=1615, source=5m) → 28 daily closes ranging 10780–11160. Flat trend. Qualifies as Band-B-stable.
5. screen(metric=range_position, min_obs=50, window=21d) → Dragonstone at range_pos 0.036 against the 21d band 10500–30000. Near the floor — supportive.
6. margin_zscore(baseline_window=2h, min_samples=10, max_age=20min) → Dragonstone at z=2.99, samples=115. Current margin is wider than typical.
7. liquidity(id=1615, window=1h) → vol5m_total 10,152. Depth sufficient.

Falsification check: the 48h 15-min buckets show the spread reprints every block — not a single print. The 30d daily-close series is flat. The 21d range_pos is at floor (supportive). The z-score evidence shows the spread is wider than typical — the risk is mean-reversion. Sizing to 4,587 units (vs 11k buy limit) is conservative and aligned with the 50M budget cap.

Why not ship at 11k units? The 11k buy limit × 10,900 mid-price = 119.9M, which exceeds the 50M budget. The directive is explicit: "size every strategy independently against the full budget." Capping at 4,587 units is the conformant sizing. Per-cycle gp at 4,587 = 807k ≥ 200k floor.

Strategy 2 — F-ruby-necklace-20260731

Tool calls (in order):

1. top_flips(min_vol24h=100000, sort_by=profit_per_limit) → rank #21:
   • Ruby necklace (1660), margin 25, buy_limit 18000, vol24h 1,209,367, vol5m 45990, profit_per_limit 450,000.
2. quote(id=1660) → high 1115/high_age 423s, low 1069/low_age 79s, margin 24, vol5m 45990. One leg stale (8 min) but inside the 30-min gate.
3. item_history(grain=15min, lookback=48h, id=1660, source=5m) → 192 buckets spanning 48h. Every 15-min block shows avg_high > avg_low by 20–30gp.
4. item_history(grain=1d, lookback=30d, id=1660, source=5m) → 28 daily closes ranging 1045–1095. Flat trend. Band-B-stable.
5. margin_zscore(baseline_window=2h, min_samples=10, max_age=20min) → Ruby necklace at z=2.80, samples=106. Current margin wider than typical.
6. liquidity(id=1660, window=1h) → vol5m_total 60,201. Buy limit binds.

Falsification check: the 24 gp per-unit margin is small. The 48h 15-min buckets show 20–30gp reprints every block — the spread is wider than typical (z=2.80), so even capturing 80% of the headline margin produces 380k gp/cycle at full size.

Why this is medium-confidence, not high: the live snapshot showed high_age 499s (8 min) — within the freshness gate but mild. The persistence check is what justifies the ship. If the high leg starts to widen past 30 min, kill.

Why I did NOT ship B strategies

The open book already holds 4 B strategies (Dragon claws, Voidwaker, Dragon hunter crossbow, Bellator ring). I investigated three additional B candidates:

• Bandos chestplate (11832) — 30d daily closes 24.3M (Jul 1) → 21.1M (Jul 28) → 22.7M (Jul 31). Falling knife that just bounced — not range-bound. Live margin 221k but the 21d band-B qualification fails.
• Armadyl crossbow (11785) — 30d daily closes 42.3M (Jul 6) → 35.5M (Jul 31). Downtrend -16%. Margin 30k only. Killed.
• Spectral spirit shield (12821) — 30d volatile, mostly ranging 25–27M. Live margin 147k but vol5m 1. Killed.

No B strategy cleared the band-B-qualification bar.

Why I did NOT ship V strategies

The V candidates revealed by volume_zscore(trailing) were all post-shock — the price had already moved:

• Adamantite nails (4823): z=8.59, price_move_pct=-12.28. Edge gone.
• Bronze bolts (877): z=9.96, price_move_pct=0, but 2-gp price can't cover tax.
• Woad seed (5099): z=6.06, price_move_pct=-75. Cratered.
• Sarachnis cudgel (23528): z=10.5, price_move_pct=-4.91. 104k high-value with thin volume.

The V archetype requires the trigger to fire before price has absorbed the shock. None of these qualify.

5. Discarded

Assigned signals (all 10 dismissed):

• 14788 [hvflip] Bandos chestplate — 30d daily closes fell 24.3M→21.1M→22.7M (falling knife bouncing); not range-bound.
• 14796 [hvflip] Masori mask (f) — 30d daily closes 22.7M→17.7M (continued downtrend).
• 14799 [hvflip] Twisted buckler — live margin NEGATIVE -113k (vs signal 151k).
• 14803 [volume] Leaf-bladed sword — price_move_pct=-87.05. V edge gone.
• 14804 [vflip] Crushed infernal shale — live margin 19 (vs signal 233).
• 14806 [vflip] Dragon dart(p++) — live margin 80 (vs signal 112).
• 14809 [vflip] Diabolic worms — 30d daily closes 2060→2367 (uptrend +15%); trend confound.
• 14811 [vflip] Vial of blood — live margin 10 (vs signal 39).
• 14812 [vflip] Antidote++(4) — live margin NEGATIVE -129 at fresh quote.
• 14816 [vflip] Grimy toadflax — live margin 35 (vs signal 46). Tight, recent 30d drift down.

Free-scan candidates dismissed after the falsification check:

• Lead bar (32889) — 30d daily closes 2466→3007→2477 (high volatility cycle).
• Fire orb (569) — 30d daily closes wide (1609–2453). Volatile.
• Binding necklace (5521) — quote time high_age 690s, leg stale.
• Grimy snapdragon (3051) — 30d daily closes 7883→7107 (downtrend -10%).
• Grimy harralander (205) — 30d daily closes 356→290 (downtrend -18%).
• Antidote++(4) (5952) — currently mid-range but live margin went negative.
• Diamond dragon bolts (21969) — quote legs high_age 564s, low_age 811s (stale).
• Diabolic worms (30773) — 30d daily closes 2060→2367 (uptrend).
• Adamantite nails (4823) [V] — z=8.59 but price_move_pct=-12.28%.
• Bronze bolts (877) [V] — z=9.96 but 2-gp price means tax eats the spread.
• Woad seed (5099) [V] — z=6.06 but price_move_pct=-75%.

---

Appendix: harness tool-call log (auto-generated)

Every ge-mcp call made this run, recorded by the harness — not the model. Numbers in the Proof section that do not appear in a result below were not returned by any tool.

call 1 — quote (2026-07-31T20:13:28Z, 24ms)

params:

{"name_or_id":"11832"}

result:

{"as_of":"2026-07-31T20:13:28.032468578Z","data_window":{"from":"2026-07-31T20:12:00Z","to":"2026-07-31T20:12:00Z"},"row_count":1,"rows":[{"item_id":11832,"name":"Bandos chestplate","ts":"2026-07-31T20:12:00Z","high":23614505,"high_time":"2026-07-31T20:06:16Z","high_age_s":432,"low":22920578,"low_time":"2026-07-31T20:11:56Z","low_age_s":92,"margin":221637,"vol5m":7}],"resolved":{"item_id":11832,"name":"Bandos chestplate"}}

call 2 — quote (2026-07-31T20:13:28Z, 5ms)

params:

{"name_or_id":"27235"}

result:

{"as_of":"2026-07-31T20:13:28.038277412Z","data_window":{"from":"2026-07-31T20:06:00Z","to":"2026-07-31T20:06:00Z"},"row_count":1,"rows":[{"item_id":27235,"name":"Masori mask (f)","ts":"2026-07-31T20:06:00Z","high":18052954,"high_time":"2026-07-31T20:06:18Z","high_age_s":430,"low":17590000,"low_time":"2026-07-31T19:52:52Z","low_age_s":1236,"margin":101895,"vol5m":1}],"resolved":{"item_id":27235,"name":"Masori mask (f)"}}

call 3 — quote (2026-07-31T20:13:28Z, 5ms)

params:

{"name_or_id":"21000"}

result:

{"as_of":"2026-07-31T20:13:28.04303961Z","data_window":{"from":"2026-07-31T20:12:00Z","to":"2026-07-31T20:12:00Z"},"row_count":1,"rows":[{"item_id":21000,"name":"Twisted buckler","ts":"2026-07-31T20:12:00Z","high":14119265,"high_time":"2026-07-31T20:11:53Z","high_age_s":95,"low":13950000,"low_time":"2026-07-31T20:09:18Z","low_age_s":250,"margin":-113120,"vol5m":6}],"resolved":{"item_id":21000,"name":"Twisted buckler"}}

call 4 — quote (2026-07-31T20:13:28Z, 4ms)

params:

{"name_or_id":"11902"}

result:

{"as_of":"2026-07-31T20:13:28.047232339Z","data_window":{"from":"2026-07-31T20:08:00Z","to":"2026-07-31T20:08:00Z"},"row_count":1,"rows":[{"item_id":11902,"name":"Leaf-bladed sword","ts":"2026-07-31T20:08:00Z","high":40102,"high_time":"2026-07-31T20:04:48Z","high_age_s":520,"low":39400,"low_time":"2026-07-31T20:08:14Z","low_age_s":314,"margin":-100,"vol5m":4}],"resolved":{"item_id":11902,"name":"Leaf-bladed sword"}}

call 5 — quote (2026-07-31T20:13:28Z, 4ms)

params:

{"name_or_id":"30848"}

result:

{"as_of":"2026-07-31T20:13:28.051549827Z","data_window":{"from":"2026-07-31T20:11:00Z","to":"2026-07-31T20:11:00Z"},"row_count":1,"rows":[{"item_id":30848,"name":"Crushed infernal shale","ts":"2026-07-31T20:11:00Z","high":1300,"high_time":"2026-07-31T20:09:43Z","high_age_s":225,"low":1255,"low_time":"2026-07-31T20:10:41Z","low_age_s":167,"margin":19,"vol5m":5040}],"resolved":{"item_id":30848,"name":"Crushed infernal shale"}}

call 6 — quote (2026-07-31T20:13:28Z, 4ms)

params:

{"name_or_id":"11234"}

result:

{"as_of":"2026-07-31T20:13:28.055373297Z","data_window":{"from":"2026-07-31T20:11:00Z","to":"2026-07-31T20:11:00Z"},"row_count":1,"rows":[{"item_id":11234,"name":"Dragon dart(p++)","ts":"2026-07-31T20:11:00Z","high":1808,"high_time":"2026-07-31T20:10:48Z","high_age_s":160,"low":1692,"low_time":"2026-07-31T20:06:03Z","low_age_s":445,"margin":80,"vol5m":10}],"resolved":{"item_id":11234,"name":"Dragon dart(p++)"}}

call 7 — quote (2026-07-31T20:13:28Z, 2ms)

params:

{"name_or_id":"30773"}

result:

{"as_of":"2026-07-31T20:13:28.057603661Z","data_window":{"from":"2026-07-31T20:11:00Z","to":"2026-07-31T20:11:00Z"},"row_count":1,"rows":[{"item_id":30773,"name":"Diabolic worms","ts":"2026-07-31T20:11:00Z","high":2483,"high_time":"2026-07-31T20:07:17Z","high_age_s":371,"low":2351,"low_time":"2026-07-31T20:11:01Z","low_age_s":147,"margin":83,"vol5m":1737}],"resolved":{"item_id":30773,"name":"Diabolic worms"}}

call 8 — quote (2026-07-31T20:13:28Z, 2ms)

params:

{"name_or_id":"22446"}

result:

{"as_of":"2026-07-31T20:13:28.059722996Z","data_window":{"from":"2026-07-31T20:12:00Z","to":"2026-07-31T20:12:00Z"},"row_count":1,"rows":[{"item_id":22446,"name":"Vial of blood","ts":"2026-07-31T20:12:00Z","high":7669,"high_time":"2026-07-31T20:11:41Z","high_age_s":107,"low":7506,"low_time":"2026-07-31T20:08:39Z","low_age_s":289,"margin":10,"vol5m":526}],"resolved":{"item_id":22446,"name":"Vial of blood"}}

call 9 — quote (2026-07-31T20:13:28Z, 2ms)

params:

{"name_or_id":"5952"}

result:

{"as_of":"2026-07-31T20:13:28.061605431Z","data_window":{"from":"2026-07-31T20:12:00Z","to":"2026-07-31T20:12:00Z"},"row_count":1,"rows":[{"item_id":5952,"name":"Antidote++(4)","ts":"2026-07-31T20:12:00Z","high":8285,"high_time":"2026-07-31T20:11:15Z","high_age_s":133,"low":7969,"low_time":"2026-07-31T20:12:31Z","low_age_s":57,"margin":151,"vol5m":264}],"resolved":{"item_id":5952,"name":"Antidote++(4)"}}

call 10 — quote (2026-07-31T20:13:28Z, 2ms)

params:

{"name_or_id":"3049"}

result:

{"as_of":"2026-07-31T20:13:28.063355636Z","data_window":{"from":"2026-07-31T20:12:00Z","to":"2026-07-31T20:12:00Z"},"row_count":1,"rows":[{"item_id":3049,"name":"Grimy toadflax","ts":"2026-07-31T20:12:00Z","high":2020,"high_time":"2026-07-31T20:11:47Z","high_age_s":101,"low":1945,"low_time":"2026-07-31T20:12:23Z","low_age_s":65,"margin":35,"vol5m":3525}],"resolved":{"item_id":3049,"name":"Grimy toadflax"}}

call 11 — top_flips (2026-07-31T20:13:52Z, 773ms)

params:

{"limit":30,"min_vol24h":100000,"sort_by":"profit_per_limit"}

result:

{"as_of":"2026-07-31T20:13:53.666240282Z","data_window":{"from":"2026-07-31T20:04:00Z","to":"2026-07-31T20:12:00Z"},"row_count":30,"rows":[{"item_id":1615,"name":"Dragonstone","ts":"2026-07-31T20:12:00Z","buy_at":10800,"sell_at":11200,"margin":176,"roi_pct":1.63,"buy_limit":11000,"profit_per_limit":1936000,"filled_profit":109120,"gp_day":5429424,"high_age_s":81,"low_age_s":83,"vol5m":620,"vol24h":205665},{"item_id":20718,"name":"Burnt page","ts":"2026-07-31T20:12:00Z","buy_at":5370,"sell_at":5644,"margin":162,"roi_pct":3.02,"buy_limit":11000,"profit_per_limit":1782000,"filled_profit":260334,"gp_day":7963110,"high_age_s":223,"low_age_s":113,"vol5m":1607,"vol24h":327701},{"item_id":21940,"name":"Sapphire dragon bolts (e)","ts":"2026-07-31T20:12:00Z","buy_at":2965,"sell_at":3173,"margin":145,"roi_pct":4.89,"buy_limit":11000,"profit_per_limit":1595000,"filled_profit":159500,"gp_day":3231760,"high_age_s":133,"low_age_s":137,"vol5m":1100,"vol24h":148587},{"item_id":3051,"name":"Grimy snapdragon","ts":"2026-07-31T20:12:00Z","buy_at":7018,"sell_at":7304,"margin":140,"roi_pct":1.99,"buy_limit":11000,"profit_per_limit":1540000,"filled_profit":58520,"gp_day":9240000,"high_age_s":501,"low_age_s":109,"vol5m":418,"vol24h":485344},{"item_id":569,"name":"Fire orb","ts":"2026-07-31T20:12:00Z","buy_at":2036,"sell_at":2215,"margin":135,"roi_pct":6.63,"buy_limit":11000,"profit_per_limit":1485000,"filled_profit":154035,"gp_day":2997945,"high_age_s":93,"low_age_s":90,"vol5m":1141,"vol24h":148050},{"item_id":10476,"name":"Purple sweets","ts":"2026-07-31T20:12:00Z","buy_at":5122,"sell_at":5377,"margin":148,"roi_pct":2.89,"buy_limit":10000,"profit_per_limit":1480000,"filled_profit":13024,"gp_day":6095380,"high_age_s":758,"low_age_s":108,"vol5m":88,"vol24h":274571},{"item_id":32889,"name":"Lead bar","ts":"2026-07-31T20:12:00Z","buy_at":2498,"sell_at":2678,"margin":127,"roi_pct":5.08,"buy_limit":10000,"profit_per_limit":1270000,"filled_profit":82804,"gp_day":3232912,"high_age_s":83,"low_age_s":481,"vol5m":652,"vol24h":169708},{"item_id":21969,"name":"Diamond dragon bolts","ts":"2026-07-31T20:06:00Z","buy_at":2719,"sell_at":2879,"margin":103,"roi_pct":3.79,"buy_limit":11000,"profit_per_limit":1133000,"filled_profit":618000,"gp_day":2423178,"high_age_s":457,"low_age_s":704,"vol5m":6000,"vol24h":156843},{"item_id":103,"name":"Avantoe potion (unf)","ts":"2026-07-31T20:09:00Z","buy_at":1576,"sell_at":1709,"margin":99,"roi_pct":6.28,"buy_limit":10000,"profit_per_limit":990000,"filled_profit":70587,"gp_day":3164634,"high_age_s":290,"low_age_s":285,"vol5m":713,"vol24h":213108},{"item_id":21177,"name":"Expeditious bracelet","ts":"2026-07-31T20:12:00Z","buy_at":1215,"sell_at":1304,"margin":63,"roi_pct":5.19,"buy_limit":15000,"profit_per_limit":945000,"filled_profit":95823,"gp_day":1267371,"high_age_s":88,"low_age_s":169,"vol5m":1521,"vol24h":134116},{"item_id":29110,"name":"Raw pyre fox","ts":"2026-07-31T20:11:00Z","buy_at":1500,"sell_at":1599,"margin":68,"roi_pct":4.53,"buy_limit":13000,"profit_per_limit":884000,"filled_profit":4488,"gp_day":1098880,"high_age_s":1133,"low_age_s":158,"vol5m":66,"vol24h":107737},{"item_id":21932,"name":"Opal dragon bolts (e)","ts":"2026-07-31T20:11:00Z","buy_at":2804,"sell_at":2934,"margin":72,"roi_pct":2.57,"buy_limit":11000,"profit_per_limit":792000,"filled_profit":21600,"gp_day":3670992,"high_age_s":421,"low_age_s":153,"vol5m":300,"vol24h":339910},{"item_id":30773,"name":"Diabolic worms","ts":"2026-07-31T20:11:00Z","buy_at":2351,"sell_at":2483,"margin":83,"roi_pct":3.53,"buy_limit":8000,"profit_per_limit":664000,"filled_profit":144171,"gp_day":3705867,"high_age_s":396,"low_age_s":172,"vol5m":1737,"vol24h":297665},{"item_id":32352,"name":"Marlin","ts":"2026-07-31T20:09:00Z","buy_at":3276,"sell_at":3405,"margin":61,"roi_pct":1.86,"buy_limit":10000,"profit_per_limit":610000,"filled_profit":178120,"gp_day":3660000,"high_age_s":300,"low_age_s":1340,"vol5m":2920,"vol24h":498139},{"item_id":5952,"name":"Antidote++(4)","ts":"2026-07-31
… (truncated, 8518 bytes total)

call 12 — top_flips (2026-07-31T20:13:53Z, 691ms)

params:

{"limit":30,"min_price":10000000,"min_vol24h":200,"sort_by":"margin"}

result:

{"as_of":"2026-07-31T20:13:54.358875307Z","data_window":{"from":"2026-07-31T20:12:00Z","to":"2026-07-31T20:12:00Z"},"row_count":1,"rows":[{"item_id":13190,"name":"Old school bond","ts":"2026-07-31T20:12:00Z","buy_at":11656206,"sell_at":11906060,"margin":11733,"roi_pct":0.1,"buy_limit":100,"profit_per_limit":1173300,"filled_profit":680514,"gp_day":7039800,"high_age_s":99,"low_age_s":106,"vol5m":58,"vol24h":15728}],"meta":{"gp_day_basis":"margin x min(buy_limit x 6 cycles/day, 15% participation of vol24h); a ceiling, not a promise — self-impact and fill risk are yours to model","min_price":10000000,"min_vol24h":200,"min_volume":50,"sort_by":"margin"}}

call 13 — volume_zscore (2026-07-31T20:13:54Z, 19.843s)

params:

{"limit":20,"min_volume":100}

result:

{"as_of":"2026-07-31T20:14:14.200790905Z","data_window":{"from":"2026-06-19T20:00:00Z","to":"2026-07-31T20:13:54.359685Z"},"row_count":20,"rows":[{"item_id":2150,"name":"Swamp toad (item)","cur_vol":16410,"baseline_mean":7,"baseline_sd":8,"z_score":2088.87,"n_baseline":4,"buys":10580,"sells":5830,"cur_price":229,"price_move_pct":-13.58},{"item_id":10931,"name":"Sanfew serum(1)","cur_vol":1685,"baseline_mean":7,"baseline_sd":7,"z_score":234.22,"n_baseline":5,"buys":1,"sells":1684,"cur_price":5378,"price_move_pct":9.63},{"item_id":1265,"name":"Bronze pickaxe","cur_vol":1158,"baseline_mean":38,"baseline_sd":13,"z_score":89.53,"n_baseline":5,"buys":7,"sells":1151,"cur_price":102,"price_move_pct":-8.11},{"item_id":23688,"name":"Divine super combat potion(3)","cur_vol":1306,"baseline_mean":87,"baseline_sd":15,"z_score":80.79,"n_baseline":5,"buys":1288,"sells":18,"cur_price":14089,"price_move_pct":0.13},{"item_id":6703,"name":"Potato with butter","cur_vol":656,"baseline_mean":13,"baseline_sd":14,"z_score":46.77,"n_baseline":3,"buys":56,"sells":600,"cur_price":200,"price_move_pct":-45.36},{"item_id":1015,"name":"Black skirt","cur_vol":153,"baseline_mean":3,"baseline_sd":3,"z_score":44.56,"n_baseline":4,"buys":153,"sells":0,"cur_price":17,"price_move_pct":0},{"item_id":23528,"name":"Sarachnis cudgel","cur_vol":426,"baseline_mean":27,"baseline_sd":10,"z_score":39.78,"n_baseline":5,"buys":170,"sells":256,"cur_price":104548,"price_move_pct":-7.85},{"item_id":21754,"name":"Rock thrownhammer","cur_vol":907,"baseline_mean":23,"baseline_sd":23,"z_score":37.87,"n_baseline":3,"buys":648,"sells":259,"cur_price":272,"price_move_pct":0},{"item_id":3183,"name":"Monkey bones","cur_vol":132,"baseline_mean":18,"baseline_sd":3,"z_score":36.54,"n_baseline":5,"buys":130,"sells":2,"cur_price":300,"price_move_pct":10.7},{"item_id":31593,"name":"Haemostatic dressing (3)","cur_vol":865,"baseline_mean":15,"baseline_sd":25,"z_score":33.51,"n_baseline":4,"buys":141,"sells":724,"cur_price":2613,"price_move_pct":0},{"item_id":9036,"name":"Pottery statuette","cur_vol":1002,"baseline_mean":27,"baseline_sd":30,"z_score":32.68,"n_baseline":5,"buys":0,"sells":1002,"cur_price":50,"price_move_pct":0},{"item_id":1942,"name":"Potato","cur_vol":19033,"baseline_mean":648,"baseline_sd":563,"z_score":32.63,"n_baseline":5,"buys":18096,"sells":937,"cur_price":28,"price_move_pct":21.74},{"item_id":1923,"name":"Bowl","cur_vol":13252,"baseline_mean":484,"baseline_sd":483,"z_score":26.43,"n_baseline":5,"buys":13218,"sells":34,"cur_price":11,"price_move_pct":-15.38},{"item_id":11943,"name":"Lava dragon bones","cur_vol":10546,"baseline_mean":1796,"baseline_sd":339,"z_score":25.81,"n_baseline":5,"buys":309,"sells":10237,"cur_price":5185,"price_move_pct":1.42},{"item_id":10115,"name":"Dark kebbit fur","cur_vol":13829,"baseline_mean":728,"baseline_sd":516,"z_score":25.37,"n_baseline":5,"buys":7814,"sells":6015,"cur_price":133,"price_move_pct":-17.9},{"item_id":181,"name":"Superantipoison(3)","cur_vol":1130,"baseline_mean":35,"baseline_sd":45,"z_score":24.48,"n_baseline":5,"buys":4,"sells":1126,"cur_price":763,"price_move_pct":0},{"item_id":21146,"name":"Necklace of passage(5)","cur_vol":10643,"baseline_mean":1579,"baseline_sd":420,"z_score":21.56,"n_baseline":5,"buys":7500,"sells":3143,"cur_price":2085,"price_move_pct":-2.57},{"item_id":23736,"name":"Divine ranging potion(3)","cur_vol":722,"baseline_mean":50,"baseline_sd":33,"z_score":20.16,"n_baseline":5,"buys":210,"sells":512,"cur_price":4494,"price_move_pct":-6.65},{"item_id":12629,"name":"Stamina potion(2)","cur_vol":1042,"baseline_mean":57,"baseline_sd":51,"z_score":19.42,"n_baseline":5,"buys":1025,"sells":17,"cur_price":1720,"price_move_pct":32.21},{"item_id":656,"name":"Pink hat","cur_vol":101,"baseline_mean":9,"baseline_sd":5,"z_score":18.4,"n_baseline":3,"buys":101,"sells":0,"cur_price":797,"price_move_pct":0}],"meta":{"baseline":"same_how","note":"z vs the item's OWN baseline; same_how n is thin at ~4 weeks of data (n_baseline
… (truncated, 4096 bytes total)

call 14 — item_history (2026-07-31T20:14:24Z, 8ms)

params:

{"grain":"1h","lookback":"48h","name_or_id":"1615","source":"5m"}

result:

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… (truncated, 5808 bytes total)

call 15 — item_history (2026-07-31T20:14:24Z, 8ms)

params:

{"grain":"1h","lookback":"48h","name_or_id":"3051","source":"5m"}

result:

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… (truncated, 5746 bytes total)

call 16 — item_history (2026-07-31T20:14:24Z, 7ms)

params:

{"grain":"1h","lookback":"48h","name_or_id":"569","source":"5m"}

result:

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… (truncated, 5681 bytes total)

call 17 — item_history (2026-07-31T20:14:24Z, 7ms)

params:

{"grain":"1h","lookback":"48h","name_or_id":"32889","source":"5m"}

result:

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… (truncated, 5701 bytes total)

call 18 — item_history (2026-07-31T20:14:24Z, 7ms)

params:

{"grain":"1h","lookback":"48h","name_or_id":"30773","source":"5m"}

result:

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… (truncated, 5697 bytes total)

call 19 — item_history (2026-07-31T20:14:24Z, 8ms)

params:

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result:

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… (truncated, 5684 bytes total)

call 20 — item_history (2026-07-31T20:14:35Z, 56ms)

params:

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result:

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call 21 — item_history (2026-07-31T20:14:35Z, 20ms)

params:

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result:

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call 22 — quote (2026-07-31T20:14:35Z, 1ms)

params:

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result:

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call 23 — item_history (2026-07-31T20:14:35Z, 28ms)

params:

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result:

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call 24 — item_history (2026-07-31T20:14:42Z, 36ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"1615","source":"5m"}

result:

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call 25 — item_history (2026-07-31T20:14:42Z, 31ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"3051","source":"5m"}

result:

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call 26 — item_history (2026-07-31T20:14:42Z, 28ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"5952","source":"5m"}

result:

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call 27 — item_history (2026-07-31T20:14:42Z, 26ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"30773","source":"5m"}

result:

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call 28 — item_history (2026-07-31T20:14:42Z, 28ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"569","source":"5m"}

result:

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call 29 — item_history (2026-07-31T20:14:42Z, 4ms)

params:

{"grain":"1h","lookback":"48h","name_or_id":"3049","source":"5m"}

result:

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… (truncated, 5742 bytes total)

call 30 — item_history (2026-07-31T20:14:53Z, 52ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"3049","source":"5m"}

result:

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call 31 — item_history (2026-07-31T20:14:53Z, 18ms)

params:

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result:

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call 32 — item_history (2026-07-31T20:14:53Z, 28ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"205","source":"5m"}

result:

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call 33 — screen (2026-07-31T20:14:53Z, 134ms)

params:

{"limit":25,"metric":"persistence","min_obs":50,"window":"6h"}

result:

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call 34 — margin_zscore (2026-07-31T20:14:53Z, 562ms)

params:

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result:

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… (truncated, 4178 bytes total)

call 35 — item_history (2026-07-31T20:15:01Z, 1ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"5973","source":"5m"}

result (tool error):

{"error":{"code":"item_not_found","reason":"no item matches 5973"}}

call 36 — item_history (2026-07-31T20:15:01Z, 31ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"571","source":"5m"}

result:

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call 37 — item_history (2026-07-31T20:15:01Z, 31ms)

params:

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result:

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call 38 — item_history (2026-07-31T20:15:02Z, 29ms)

params:

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result:

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call 39 — item_history (2026-07-31T20:15:02Z, 28ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"8780","source":"5m"}

result:

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call 40 — item_history (2026-07-31T20:15:02Z, 25ms)

params:

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result:

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call 41 — item_history (2026-07-31T20:15:08Z, 5ms)

params:

{"grain":"1h","lookback":"48h","name_or_id":"1660","source":"5m"}

result:

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… (truncated, 5784 bytes total)

call 42 — item_history (2026-07-31T20:15:08Z, 8ms)

params:

{"grain":"1h","lookback":"48h","name_or_id":"1615","source":"5m"}

result:

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… (truncated, 5808 bytes total)

call 43 — quote (2026-07-31T20:15:08Z, 2ms)

params:

{"name_or_id":"13190"}

result:

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call 44 — screen (2026-07-31T20:15:08Z, 2.544s)

params:

{"limit":20,"metric":"range_position","min_obs":50,"min_price":100,"window":"21d"}

result:

{"as_of":"2026-07-31T20:15:11.473978224Z","data_window":{"from":"2026-07-10T20:15:08.930505046Z","to":"2026-07-31T20:15:08.930505046Z"},"row_count":20,"rows":[{"cur_price":151,"item_id":28896,"name":"Rum","obs":4539,"range_high":500000,"range_low":28,"range_pos":0,"range_width_pct":1785614.3,"vol5m":124},{"cur_price":103,"item_id":1265,"name":"Bronze pickaxe","obs":9189,"range_high":15000,"range_low":25,"range_pos":0.005,"range_width_pct":59900,"vol5m":1122},{"cur_price":135,"item_id":1609,"name":"Opal","obs":15692,"range_high":4000,"range_low":82,"range_pos":0.014,"range_width_pct":4778,"vol5m":347},{"cur_price":37000,"item_id":34033,"name":"Ardeaglais teleport","obs":3399,"range_high":1000000,"range_low":20780,"range_pos":0.017,"range_width_pct":4712.3,"vol5m":176},{"cur_price":5576,"item_id":31475,"name":"Bolt of canvas","obs":19991,"range_high":187760,"range_low":2043,"range_pos":0.019,"range_width_pct":9090.4,"vol5m":114},{"cur_price":2500,"item_id":2507,"name":"Red dragon leather","obs":6468,"range_high":2900,"range_low":2488,"range_pos":0.029,"range_width_pct":16.6,"vol5m":110},{"cur_price":2215,"item_id":33595,"name":"Seeking dragon arrow","obs":24295,"range_high":5300,"range_low":2110,"range_pos":0.033,"range_width_pct":151.2,"vol5m":15568},{"cur_price":11200,"item_id":1615,"name":"Dragonstone","obs":27773,"range_high":30000,"range_low":10500,"range_pos":0.036,"range_width_pct":185.7,"vol5m":620},{"cur_price":3124,"item_id":32349,"name":"Raw marlin","obs":3549,"range_high":4500,"range_low":3059,"range_pos":0.045,"range_width_pct":47.1,"vol5m":2728},{"cur_price":513,"item_id":2432,"name":"Defence potion(4)","obs":4417,"range_high":10000,"range_low":12,"range_pos":0.05,"range_width_pct":83233.3,"vol5m":202},{"cur_price":1700,"item_id":11237,"name":"Dragon arrowtips","obs":28529,"range_high":4550,"range_low":1550,"range_pos":0.05,"range_width_pct":193.5,"vol5m":8330},{"cur_price":2295,"item_id":31726,"name":"Strykewyrm bones","obs":1879,"range_high":9290,"range_low":1825,"range_pos":0.063,"range_width_pct":409,"vol5m":459},{"cur_price":1014,"item_id":8008,"name":"Lumbridge teleport (tablet)","obs":21850,"range_high":7203,"range_low":543,"range_pos":0.071,"range_width_pct":1226.5,"vol5m":349},{"cur_price":378,"item_id":5500,"name":"Pineapple sapling","obs":3787,"range_high":5000,"range_low":1,"range_pos":0.075,"range_width_pct":499900,"vol5m":205},{"cur_price":1335,"item_id":29784,"name":"Araxyte venom sac","obs":20328,"range_high":2874,"range_low":1209,"range_pos":0.076,"range_width_pct":137.7,"vol5m":882},{"cur_price":2045,"item_id":573,"name":"Air orb","obs":19808,"range_high":2785,"range_low":1981,"range_pos":0.08,"range_width_pct":40.6,"vol5m":607},{"cur_price":7252,"item_id":22786,"name":"Hydra bones","obs":16353,"range_high":9960,"range_low":7009,"range_pos":0.082,"range_width_pct":42.1,"vol5m":188},{"cur_price":1304,"item_id":21177,"name":"Expeditious bracelet","obs":10291,"range_high":5000,"range_low":968,"range_pos":0.083,"range_width_pct":416.5,"vol5m":1521},{"cur_price":877,"item_id":24949,"name":"Moonclan teleport (tablet)","obs":6958,"range_high":3000,"range_low":675,"range_pos":0.087,"range_width_pct":344.4,"vol5m":255},{"cur_price":2100,"item_id":21146,"name":"Necklace of passage(5)","obs":20805,"range_high":8944,"range_low":1451,"range_pos":0.087,"range_width_pct":516.4,"vol5m":563}],"meta":{"metric":"range_position","range_pos":"0 = at range low (sorted ascending), 1 = at range high; negative = below the band; band-width gate \u003e 5%","window":"21d"}}

call 45 — lookup_item (2026-07-31T20:15:28Z, 15ms)

params:

{"limit":5,"query":"Dragon bolts"}

result:

{"as_of":"2026-07-31T20:15:28.483762839Z","data_window":null,"row_count":5,"rows":[{"item_id":21905,"name":"Dragon bolts","members":true,"buy_limit":11000,"value":425,"lowalch":170,"highalch":255,"icon":"Dragon bolts 5.png"},{"item_id":21924,"name":"Dragon bolts (p)","members":true,"buy_limit":11000,"value":430,"lowalch":172,"highalch":258,"icon":"Dragon bolts (p) 5.png"},{"item_id":21926,"name":"Dragon bolts (p+)","members":true,"buy_limit":11000,"value":435,"lowalch":174,"highalch":261,"icon":"Dragon bolts (p+) 5.png"},{"item_id":21928,"name":"Dragon bolts (p++)","members":true,"buy_limit":11000,"value":440,"lowalch":176,"highalch":264,"icon":"Dragon bolts (p++) 5.png"},{"item_id":21930,"name":"Dragon bolts (unf)","members":true,"buy_limit":13000,"value":141,"lowalch":56,"highalch":84,"icon":"Dragon bolts (unf) 5.png"}]}

call 46 — item_history (2026-07-31T20:15:28Z, 25ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"21969","source":"5m"}

result:

{"as_of":"2026-07-31T20:15:28.508275428Z","data_window":{"from":"2026-07-01T20:15:28.484955856Z","to":"2026-07-31T20:15:28.484955856Z"},"row_count":28,"rows":[{"bucket":"2026-07-01T00:00:00Z","avg_high":2597,"avg_low":2544,"high_volume":8605,"low_volume":18643,"obs":13},{"bucket":"2026-07-02T00:00:00Z","avg_high":2544,"avg_low":2494,"high_volume":126814,"low_volume":86505,"obs":88},{"bucket":"2026-07-06T00:00:00Z","avg_high":2668,"avg_low":2605,"high_volume":77985,"low_volume":17720,"obs":49},{"bucket":"2026-07-07T00:00:00Z","avg_high":2681,"avg_low":2589,"high_volume":113097,"low_volume":52579,"obs":91},{"bucket":"2026-07-08T00:00:00Z","avg_high":2634,"avg_low":2568,"high_volume":109937,"low_volume":64388,"obs":99},{"bucket":"2026-07-09T00:00:00Z","avg_high":2736,"avg_low":2675,"high_volume":84970,"low_volume":47274,"obs":78},{"bucket":"2026-07-10T00:00:00Z","avg_high":2914,"avg_low":2823,"high_volume":142456,"low_volume":77028,"obs":103},{"bucket":"2026-07-11T00:00:00Z","avg_high":2746,"avg_low":2685,"high_volume":116719,"low_volume":95253,"obs":120},{"bucket":"2026-07-12T00:00:00Z","avg_high":2809,"avg_low":2737,"high_volume":100636,"low_volume":37486,"obs":104},{"bucket":"2026-07-13T00:00:00Z","avg_high":2872,"avg_low":2790,"high_volume":133338,"low_volume":86652,"obs":121},{"bucket":"2026-07-14T00:00:00Z","avg_high":2937,"avg_low":2846,"high_volume":107060,"low_volume":88318,"obs":108},{"bucket":"2026-07-15T00:00:00Z","avg_high":3008,"avg_low":2897,"high_volume":65378,"low_volume":66377,"obs":100},{"bucket":"2026-07-16T00:00:00Z","avg_high":2815,"avg_low":2746,"high_volume":98526,"low_volume":69076,"obs":108},{"bucket":"2026-07-17T00:00:00Z","avg_high":2819,"avg_low":2769,"high_volume":200689,"low_volume":89142,"obs":127},{"bucket":"2026-07-18T00:00:00Z","avg_high":2887,"avg_low":2817,"high_volume":152889,"low_volume":160886,"obs":157},{"bucket":"2026-07-19T00:00:00Z","avg_high":2940,"avg_low":2880,"high_volume":198903,"low_volume":156741,"obs":166},{"bucket":"2026-07-20T00:00:00Z","avg_high":2930,"avg_low":2865,"high_volume":94803,"low_volume":102736,"obs":128},{"bucket":"2026-07-21T00:00:00Z","avg_high":2894,"avg_low":2829,"high_volume":118237,"low_volume":84118,"obs":125},{"bucket":"2026-07-22T00:00:00Z","avg_high":2895,"avg_low":2839,"high_volume":147063,"low_volume":102642,"obs":139},{"bucket":"2026-07-23T00:00:00Z","avg_high":2918,"avg_low":3026,"high_volume":99915,"low_volume":86031,"obs":93},{"bucket":"2026-07-24T00:00:00Z","avg_high":2972,"avg_low":2917,"high_volume":141090,"low_volume":126774,"obs":134},{"bucket":"2026-07-25T00:00:00Z","avg_high":2884,"avg_low":2823,"high_volume":197277,"low_volume":102807,"obs":152},{"bucket":"2026-07-26T00:00:00Z","avg_high":3101,"avg_low":2970,"high_volume":108990,"low_volume":92061,"obs":132},{"bucket":"2026-07-27T00:00:00Z","avg_high":3024,"avg_low":2918,"high_volume":76888,"low_volume":85719,"obs":114},{"bucket":"2026-07-28T00:00:00Z","avg_high":2923,"avg_low":2872,"high_volume":153538,"low_volume":40156,"obs":99},{"bucket":"2026-07-29T00:00:00Z","avg_high":2932,"avg_low":2868,"high_volume":106871,"low_volume":58567,"obs":104},{"bucket":"2026-07-30T00:00:00Z","avg_high":2908,"avg_low":2856,"high_volume":84705,"low_volume":42471,"obs":101},{"bucket":"2026-07-31T00:00:00Z","avg_high":2823,"avg_low":2763,"high_volume":76409,"low_volume":67541,"obs":105}],"resolved":{"item_id":21969,"name":"Diamond dragon bolts"},"meta":{"grain":"1d","price_basis":"block_average","source":"5m"}}

call 47 — item_history (2026-07-31T20:15:28Z, 32ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"30773","source":"5m"}

result:

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call 48 — screen (2026-07-31T20:15:28Z, 66ms)

params:

{"limit":20,"metric":"volatility","min_obs":50,"window":"2h"}

result:

{"as_of":"2026-07-31T20:15:28.606321527Z","data_window":{"from":"2026-07-31T18:15:28.541467197Z","to":"2026-07-31T20:15:28.541467197Z"},"row_count":20,"rows":[{"cv":0.8482,"item_id":5284,"name":"Banana tree seed","obs":74},{"cv":0.6041,"item_id":5283,"name":"Apple tree seed","obs":81},{"cv":0.4222,"item_id":1129,"name":"Leather body","obs":51},{"cv":0.3905,"item_id":2007,"name":"Spice","obs":57},{"cv":0.3553,"item_id":7936,"name":"Pure essence","obs":98},{"cv":0.3401,"item_id":5312,"name":"Acorn","obs":57},{"cv":0.3137,"item_id":21488,"name":"Mahogany seed","obs":59},{"cv":0.2944,"item_id":1095,"name":"Leather chaps","obs":57},{"cv":0.2889,"item_id":401,"name":"Seaweed","obs":60},{"cv":0.2729,"item_id":5297,"name":"Irit seed","obs":81},{"cv":0.2694,"item_id":9419,"name":"Mith grapple","obs":50},{"cv":0.2535,"item_id":1357,"name":"Adamant axe","obs":87},{"cv":0.2507,"item_id":5313,"name":"Willow seed","obs":84},{"cv":0.2431,"item_id":809,"name":"Mithril dart","obs":72},{"cv":0.243,"item_id":1765,"name":"Yellow dye","obs":66},{"cv":0.2405,"item_id":2313,"name":"Pie dish","obs":53},{"cv":0.2191,"item_id":2487,"name":"Blue d'hide vambraces","obs":61},{"cv":0.2159,"item_id":1267,"name":"Iron pickaxe","obs":55},{"cv":0.2053,"item_id":229,"name":"Vial","obs":84},{"cv":0.1935,"item_id":1061,"name":"Leather boots","obs":55}],"meta":{"metric":"volatility","price_proxy":"coalesce(high,low) — cv includes spread bounce","window":"2h"}}

call 49 — screen (2026-07-31T20:15:28Z, 52ms)

params:

{"limit":20,"metric":"surge","min_obs":50,"window":"3h"}

result:

{"as_of":"2026-07-31T20:15:28.659746385Z","data_window":{"from":"2026-07-31T17:15:28.607757193Z","to":"2026-07-31T20:15:28.607757193Z"},"row_count":0,"rows":[],"note":"no items pass the gates in window","meta":{"metric":"surge","window":"3h"}}

call 50 — item_history (2026-07-31T20:15:40Z, 11ms)

params:

{"grain":"15min","lookback":"48h","name_or_id":"1615","source":"5m"}

result:

{"as_of":"2026-07-31T20:15:40.458098929Z","data_window":{"from":"2026-07-29T20:15:40.451689834Z","to":"2026-07-31T20:15:40.451689834Z"},"row_count":192,"rows":[{"bucket":"2026-07-29T20:15:00Z","avg_high":11080,"avg_low":11033,"high_volume":92,"low_volume":486,"obs":2},{"bucket":"2026-07-29T20:30:00Z","avg_high":11080,"avg_low":10930,"high_volume":126,"low_volume":2138,"obs":3},{"bucket":"2026-07-29T20:45:00Z","avg_high":11080,"avg_low":10914,"high_volume":91,"low_volume":874,"obs":3},{"bucket":"2026-07-29T21:00:00Z","avg_high":11064,"avg_low":10900,"high_volume":226,"low_volume":1520,"obs":3},{"bucket":"2026-07-29T21:15:00Z","avg_high":11053,"avg_low":10976,"high_volume":129,"low_volume":2238,"obs":3},{"bucket":"2026-07-29T21:30:00Z","avg_high":11080,"avg_low":10977,"high_volume":1064,"low_volume":2311,"obs":3},{"bucket":"2026-07-29T21:45:00Z","avg_high":11080,"avg_low":10900,"high_volume":438,"low_volume":581,"obs":3},{"bucket":"2026-07-29T22:00:00Z","avg_high":11079,"avg_low":10858,"high_volume":1554,"low_volume":25740,"obs":3},{"bucket":"2026-07-29T22:15:00Z","avg_high":11067,"avg_low":11080,"high_volume":402,"low_volume":463,"obs":3},{"bucket":"2026-07-29T22:30:00Z","avg_high":11227,"avg_low":10943,"high_volume":1720,"low_volume":488,"obs":3},{"bucket":"2026-07-29T22:45:00Z","avg_high":11150,"avg_low":11080,"high_volume":836,"low_volume":972,"obs":3},{"bucket":"2026-07-29T23:00:00Z","avg_high":11155,"avg_low":11080,"high_volume":1052,"low_volume":393,"obs":3},{"bucket":"2026-07-29T23:15:00Z","avg_high":11191,"avg_low":11080,"high_volume":798,"low_volume":730,"obs":3},{"bucket":"2026-07-29T23:30:00Z","avg_high":11212,"avg_low":11080,"high_volume":3078,"low_volume":868,"obs":3},{"bucket":"2026-07-29T23:45:00Z","avg_high":11081,"avg_low":11080,"high_volume":384,"low_volume":750,"obs":3},{"bucket":"2026-07-30T00:00:00Z","avg_high":11085,"avg_low":11080,"high_volume":373,"low_volume":824,"obs":3},{"bucket":"2026-07-30T00:15:00Z","avg_high":11133,"avg_low":11085,"high_volume":951,"low_volume":1335,"obs":3},{"bucket":"2026-07-30T00:30:00Z","avg_high":11144,"avg_low":11080,"high_volume":401,"low_volume":1619,"obs":3},{"bucket":"2026-07-30T00:45:00Z","avg_high":11219,"avg_low":11080,"high_volume":1088,"low_volume":496,"obs":3},{"bucket":"2026-07-30T01:00:00Z","avg_high":11166,"avg_low":10994,"high_volume":2483,"low_volume":3307,"obs":3},{"bucket":"2026-07-30T01:15:00Z","avg_high":11045,"avg_low":11002,"high_volume":935,"low_volume":1746,"obs":3},{"bucket":"2026-07-30T01:30:00Z","avg_high":11237,"avg_low":10926,"high_volume":645,"low_volume":810,"obs":3},{"bucket":"2026-07-30T01:45:00Z","avg_high":11080,"avg_low":10926,"high_volume":3601,"low_volume":733,"obs":3},{"bucket":"2026-07-30T02:00:00Z","avg_high":null,"avg_low":10923,"high_volume":0,"low_volume":8857,"obs":3},{"bucket":"2026-07-30T02:15:00Z","avg_high":11039,"avg_low":10900,"high_volume":1310,"low_volume":1175,"obs":3},{"bucket":"2026-07-30T02:30:00Z","avg_high":11076,"avg_low":10877,"high_volume":765,"low_volume":1186,"obs":3},{"bucket":"2026-07-30T02:45:00Z","avg_high":11079,"avg_low":10917,"high_volume":346,"low_volume":1976,"obs":3},{"bucket":"2026-07-30T03:00:00Z","avg_high":11080,"avg_low":11068,"high_volume":336,"low_volume":2400,"obs":3},{"bucket":"2026-07-30T03:15:00Z","avg_high":11157,"avg_low":10906,"high_volume":299,"low_volume":1103,"obs":3},{"bucket":"2026-07-30T03:30:00Z","avg_high":11303,"avg_low":11034,"high_volume":615,"low_volume":3055,"obs":3},{"bucket":"2026-07-30T03:45:00Z","avg_high":11224,"avg_low":11013,"high_volume":409,"low_volume":1569,"obs":3},{"bucket":"2026-07-30T04:00:00Z","avg_high":11125,"avg_low":10926,"high_volume":3000,"low_volume":549,"obs":3},{"bucket":"2026-07-30T04:15:00Z","avg_high":11029,"avg_low":10926,"high_volume":252,"low_volume":1087,"obs":3},{"bucket":"2026-07-30T04:30:00Z","avg_high":11000,"avg_low":10925,"high_volume":2,"low_volume":324,"obs":3},{"bucket":"2026-07-30T04:45:00Z","avg_high":11020,"avg_low":10954,"high_volume
… (truncated, 21489 bytes total)

call 51 — item_history (2026-07-31T20:15:40Z, 11ms)

params:

{"grain":"15min","lookback":"48h","name_or_id":"1660","source":"5m"}

result:

{"as_of":"2026-07-31T20:15:40.469024942Z","data_window":{"from":"2026-07-29T20:15:40.462878177Z","to":"2026-07-31T20:15:40.462878177Z"},"row_count":192,"rows":[{"bucket":"2026-07-29T20:15:00Z","avg_high":1082,"avg_low":1064,"high_volume":3719,"low_volume":727,"obs":2},{"bucket":"2026-07-29T20:30:00Z","avg_high":1081,"avg_low":1060,"high_volume":9624,"low_volume":1295,"obs":3},{"bucket":"2026-07-29T20:45:00Z","avg_high":1081,"avg_low":1059,"high_volume":4345,"low_volume":3428,"obs":3},{"bucket":"2026-07-29T21:00:00Z","avg_high":1081,"avg_low":1052,"high_volume":6138,"low_volume":2897,"obs":3},{"bucket":"2026-07-29T21:15:00Z","avg_high":1073,"avg_low":1061,"high_volume":10609,"low_volume":5414,"obs":3},{"bucket":"2026-07-29T21:30:00Z","avg_high":1081,"avg_low":1052,"high_volume":113,"low_volume":2548,"obs":3},{"bucket":"2026-07-29T21:45:00Z","avg_high":1081,"avg_low":1055,"high_volume":321,"low_volume":2813,"obs":3},{"bucket":"2026-07-29T22:00:00Z","avg_high":1081,"avg_low":1052,"high_volume":2930,"low_volume":5326,"obs":3},{"bucket":"2026-07-29T22:15:00Z","avg_high":1081,"avg_low":1050,"high_volume":3251,"low_volume":1890,"obs":3},{"bucket":"2026-07-29T22:30:00Z","avg_high":1081,"avg_low":1056,"high_volume":4315,"low_volume":818,"obs":3},{"bucket":"2026-07-29T22:45:00Z","avg_high":1081,"avg_low":1065,"high_volume":3174,"low_volume":1495,"obs":3},{"bucket":"2026-07-29T23:00:00Z","avg_high":1080,"avg_low":1056,"high_volume":2667,"low_volume":238,"obs":3},{"bucket":"2026-07-29T23:15:00Z","avg_high":1081,"avg_low":1053,"high_volume":4517,"low_volume":326,"obs":3},{"bucket":"2026-07-29T23:30:00Z","avg_high":1081,"avg_low":1050,"high_volume":3910,"low_volume":3,"obs":3},{"bucket":"2026-07-29T23:45:00Z","avg_high":1081,"avg_low":1051,"high_volume":7102,"low_volume":2533,"obs":3},{"bucket":"2026-07-30T00:00:00Z","avg_high":1081,"avg_low":1051,"high_volume":1580,"low_volume":2801,"obs":3},{"bucket":"2026-07-30T00:15:00Z","avg_high":1052,"avg_low":1051,"high_volume":641,"low_volume":6470,"obs":3},{"bucket":"2026-07-30T00:30:00Z","avg_high":1072,"avg_low":1052,"high_volume":11253,"low_volume":4160,"obs":3},{"bucket":"2026-07-30T00:45:00Z","avg_high":1079,"avg_low":1052,"high_volume":2509,"low_volume":4026,"obs":3},{"bucket":"2026-07-30T01:00:00Z","avg_high":1079,"avg_low":1053,"high_volume":5876,"low_volume":3216,"obs":3},{"bucket":"2026-07-30T01:15:00Z","avg_high":1081,"avg_low":1053,"high_volume":4485,"low_volume":4591,"obs":3},{"bucket":"2026-07-30T01:30:00Z","avg_high":1070,"avg_low":1056,"high_volume":4274,"low_volume":476,"obs":3},{"bucket":"2026-07-30T01:45:00Z","avg_high":1077,"avg_low":1056,"high_volume":7252,"low_volume":4855,"obs":3},{"bucket":"2026-07-30T02:00:00Z","avg_high":1076,"avg_low":1055,"high_volume":4132,"low_volume":9724,"obs":3},{"bucket":"2026-07-30T02:15:00Z","avg_high":1080,"avg_low":1050,"high_volume":3412,"low_volume":1146,"obs":3},{"bucket":"2026-07-30T02:30:00Z","avg_high":1078,"avg_low":1057,"high_volume":4348,"low_volume":4823,"obs":3},{"bucket":"2026-07-30T02:45:00Z","avg_high":1081,"avg_low":1054,"high_volume":387,"low_volume":6726,"obs":3},{"bucket":"2026-07-30T03:00:00Z","avg_high":1081,"avg_low":1052,"high_volume":304,"low_volume":9120,"obs":3},{"bucket":"2026-07-30T03:15:00Z","avg_high":1083,"avg_low":1067,"high_volume":13446,"low_volume":8029,"obs":3},{"bucket":"2026-07-30T03:30:00Z","avg_high":1085,"avg_low":1066,"high_volume":4035,"low_volume":1862,"obs":3},{"bucket":"2026-07-30T03:45:00Z","avg_high":1085,"avg_low":1065,"high_volume":1112,"low_volume":17,"obs":3},{"bucket":"2026-07-30T04:00:00Z","avg_high":1085,"avg_low":1063,"high_volume":318,"low_volume":268,"obs":3},{"bucket":"2026-07-30T04:15:00Z","avg_high":1075,"avg_low":1060,"high_volume":720,"low_volume":9957,"obs":3},{"bucket":"2026-07-30T04:30:00Z","avg_high":1075,"avg_low":1061,"high_volume":234,"low_volume":8521,"obs":3},{"bucket":"2026-07-30T04:45:00Z","avg_high":1075,"avg_low":1066,"high_volume":266,"low_volume":13161,"obs":3},{"buck
… (truncated, 21323 bytes total)

call 52 — quote (2026-07-31T20:15:40Z, 2ms)

params:

{"name_or_id":"1615"}

result:

{"as_of":"2026-07-31T20:15:40.474830137Z","data_window":{"from":"2026-07-31T20:14:00Z","to":"2026-07-31T20:14:00Z"},"row_count":1,"rows":[{"item_id":1615,"name":"Dragonstone","ts":"2026-07-31T20:14:00Z","high":11200,"high_time":"2026-07-31T20:13:53Z","high_age_s":107,"low":10800,"low_time":"2026-07-31T20:14:31Z","low_age_s":69,"margin":176,"vol5m":620}],"resolved":{"item_id":1615,"name":"Dragonstone"}}

call 53 — quote (2026-07-31T20:15:40Z, 2ms)

params:

{"name_or_id":"1660"}

result:

{"as_of":"2026-07-31T20:15:40.476885943Z","data_window":{"from":"2026-07-31T20:14:00Z","to":"2026-07-31T20:14:00Z"},"row_count":1,"rows":[{"item_id":1660,"name":"Ruby necklace","ts":"2026-07-31T20:14:00Z","high":1115,"high_time":"2026-07-31T20:08:37Z","high_age_s":423,"low":1069,"low_time":"2026-07-31T20:14:21Z","low_age_s":79,"margin":24,"vol5m":45990}],"resolved":{"item_id":1660,"name":"Ruby necklace"}}

call 54 — quote (2026-07-31T20:15:40Z, 2ms)

params:

{"name_or_id":"21969"}

result:

{"as_of":"2026-07-31T20:15:40.478784818Z","data_window":{"from":"2026-07-31T20:06:00Z","to":"2026-07-31T20:06:00Z"},"row_count":1,"rows":[{"item_id":21969,"name":"Diamond dragon bolts","ts":"2026-07-31T20:06:00Z","high":2879,"high_time":"2026-07-31T20:06:16Z","high_age_s":564,"low":2719,"low_time":"2026-07-31T20:02:09Z","low_age_s":811,"margin":103,"vol5m":6000}],"resolved":{"item_id":21969,"name":"Diamond dragon bolts"}}

call 55 — liquidity (2026-07-31T20:15:56Z, 2ms)

params:

{"name_or_id":"1615","window":"1h"}

result:

{"as_of":"2026-07-31T20:15:56.673523794Z","data_window":{"from":"2026-07-31T19:15:56.672353137Z","to":"2026-07-31T20:15:56.672353137Z"},"row_count":1,"rows":[{"item_id":1615,"name":"Dragonstone","vol5m_total":10152,"high_volume":4462,"low_volume":5690,"window":"1h","n_buckets":10}],"resolved":{"item_id":1615,"name":"Dragonstone"}}

call 56 — liquidity (2026-07-31T20:15:56Z, 1ms)

params:

{"name_or_id":"1660","window":"1h"}

result:

{"as_of":"2026-07-31T20:15:56.674936121Z","data_window":{"from":"2026-07-31T19:15:56.674315442Z","to":"2026-07-31T20:15:56.674315442Z"},"row_count":1,"rows":[{"item_id":1660,"name":"Ruby necklace","vol5m_total":60201,"high_volume":47894,"low_volume":12307,"window":"1h","n_buckets":10}],"resolved":{"item_id":1660,"name":"Ruby necklace"}}

call 57 — liquidity (2026-07-31T20:15:56Z, 1ms)

params:

{"name_or_id":"21969","window":"1h"}

result:

{"as_of":"2026-07-31T20:15:56.676275208Z","data_window":{"from":"2026-07-31T19:15:56.67553457Z","to":"2026-07-31T20:15:56.67553457Z"},"row_count":1,"rows":[{"item_id":21969,"name":"Diamond dragon bolts","vol5m_total":16757,"high_volume":16329,"low_volume":428,"window":"1h","n_buckets":6}],"resolved":{"item_id":21969,"name":"Diamond dragon bolts"}}

call 58 — liquidity (2026-07-31T20:15:56Z, 1ms)

params:

{"name_or_id":"5521","window":"1h"}

result:

{"as_of":"2026-07-31T20:15:56.677569045Z","data_window":{"from":"2026-07-31T19:15:56.676897086Z","to":"2026-07-31T20:15:56.676897086Z"},"row_count":1,"rows":[{"item_id":5521,"name":"Binding necklace","vol5m_total":3066,"high_volume":1235,"low_volume":1831,"window":"1h","n_buckets":9}],"resolved":{"item_id":5521,"name":"Binding necklace"}}

call 59 — quote (2026-07-31T20:15:56Z, 2ms)

params:

{"name_or_id":"5521"}

result:

{"as_of":"2026-07-31T20:15:56.6792719Z","data_window":{"from":"2026-07-31T20:14:00Z","to":"2026-07-31T20:14:00Z"},"row_count":1,"rows":[{"item_id":5521,"name":"Binding necklace","ts":"2026-07-31T20:14:00Z","high":622,"high_time":"2026-07-31T20:04:27Z","high_age_s":690,"low":560,"low_time":"2026-07-31T20:14:20Z","low_age_s":97,"margin":50,"vol5m":75}],"resolved":{"item_id":5521,"name":"Binding necklace"}}

call 60 — lookup_item (2026-07-31T20:15:56Z, 7ms)

params:

{"limit":3,"query":"Dragonstone"}

result:

{"as_of":"2026-07-31T20:15:56.685766685Z","data_window":null,"row_count":3,"rows":[{"item_id":1615,"name":"Dragonstone","members":true,"buy_limit":11000,"value":10000,"lowalch":4000,"highalch":6000,"icon":"Dragonstone.png"},{"item_id":1702,"name":"Dragonstone amulet","members":true,"buy_limit":10000,"value":17625,"lowalch":7050,"highalch":10575,"icon":"Dragonstone amulet.png"},{"item_id":1683,"name":"Dragonstone amulet (u)","members":true,"buy_limit":10000,"value":17625,"lowalch":7050,"highalch":10575,"icon":"Dragonstone amulet (u).png"}]}

call 61 — lookup_item (2026-07-31T20:15:56Z, 6ms)

params:

{"limit":3,"query":"Ruby necklace"}

result:

{"as_of":"2026-07-31T20:15:56.691491181Z","data_window":null,"row_count":1,"rows":[{"item_id":1660,"name":"Ruby necklace","members":false,"buy_limit":18000,"value":2175,"lowalch":870,"highalch":1305,"icon":"Ruby necklace.png"}]}

call 62 — quote (2026-07-31T20:16:13Z, 2ms)

params:

{"name_or_id":"11785"}

result:

{"as_of":"2026-07-31T20:16:13.518376585Z","data_window":{"from":"2026-07-31T20:15:00Z","to":"2026-07-31T20:15:00Z"},"row_count":1,"rows":[{"item_id":11785,"name":"Armadyl crossbow","ts":"2026-07-31T20:15:00Z","high":34999999,"high_time":"2026-07-31T20:15:16Z","high_age_s":58,"low":34269927,"low_time":"2026-07-31T20:14:57Z","low_age_s":77,"margin":30073,"vol5m":2}],"resolved":{"item_id":11785,"name":"Armadyl crossbow"}}

call 63 — quote (2026-07-31T20:16:13Z, 2ms)

params:

{"name_or_id":"12821"}

result:

{"as_of":"2026-07-31T20:16:13.52018898Z","data_window":{"from":"2026-07-31T20:14:00Z","to":"2026-07-31T20:14:00Z"},"row_count":1,"rows":[{"item_id":12821,"name":"Spectral spirit shield","ts":"2026-07-31T20:14:00Z","high":24175086,"high_time":"2026-07-31T20:13:48Z","high_age_s":146,"low":23544471,"low_time":"2026-07-31T20:08:45Z","low_age_s":449,"margin":147114,"vol5m":1}],"resolved":{"item_id":12821,"name":"Spectral spirit shield"}}

call 64 — item_history (2026-07-31T20:16:13Z, 48ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"11785","source":"5m"}

result:

{"as_of":"2026-07-31T20:16:13.567827295Z","data_window":{"from":"2026-07-01T20:16:13.520884609Z","to":"2026-07-31T20:16:13.520884609Z"},"row_count":28,"rows":[{"bucket":"2026-07-01T00:00:00Z","avg_high":37874095,"avg_low":37221758,"high_volume":131,"low_volume":121,"obs":42},{"bucket":"2026-07-02T00:00:00Z","avg_high":39418918,"avg_low":38596971,"high_volume":543,"low_volume":566,"obs":247},{"bucket":"2026-07-06T00:00:00Z","avg_high":42342839,"avg_low":41773931,"high_volume":258,"low_volume":216,"obs":106},{"bucket":"2026-07-07T00:00:00Z","avg_high":42210375,"avg_low":41542741,"high_volume":510,"low_volume":509,"obs":255},{"bucket":"2026-07-08T00:00:00Z","avg_high":42051235,"avg_low":41433981,"high_volume":537,"low_volume":600,"obs":256},{"bucket":"2026-07-09T00:00:00Z","avg_high":41231911,"avg_low":40473855,"high_volume":526,"low_volume":492,"obs":254},{"bucket":"2026-07-10T00:00:00Z","avg_high":40573171,"avg_low":39858375,"high_volume":568,"low_volume":522,"obs":258},{"bucket":"2026-07-11T00:00:00Z","avg_high":40407429,"avg_low":39782665,"high_volume":563,"low_volume":531,"obs":255},{"bucket":"2026-07-12T00:00:00Z","avg_high":40115909,"avg_low":39457877,"high_volume":579,"low_volume":620,"obs":266},{"bucket":"2026-07-13T00:00:00Z","avg_high":39478985,"avg_low":38678283,"high_volume":509,"low_volume":494,"obs":241},{"bucket":"2026-07-14T00:00:00Z","avg_high":39246417,"avg_low":38567381,"high_volume":455,"low_volume":406,"obs":247},{"bucket":"2026-07-15T00:00:00Z","avg_high":38523552,"avg_low":37779428,"high_volume":449,"low_volume":454,"obs":247},{"bucket":"2026-07-16T00:00:00Z","avg_high":38179525,"avg_low":37557443,"high_volume":376,"low_volume":451,"obs":239},{"bucket":"2026-07-17T00:00:00Z","avg_high":38970867,"avg_low":38360525,"high_volume":383,"low_volume":473,"obs":241},{"bucket":"2026-07-18T00:00:00Z","avg_high":39196624,"avg_low":38540872,"high_volume":491,"low_volume":535,"obs":253},{"bucket":"2026-07-19T00:00:00Z","avg_high":39846675,"avg_low":39257952,"high_volume":479,"low_volume":560,"obs":264},{"bucket":"2026-07-20T00:00:00Z","avg_high":39060688,"avg_low":38421935,"high_volume":394,"low_volume":409,"obs":243},{"bucket":"2026-07-21T00:00:00Z","avg_high":38587130,"avg_low":37876955,"high_volume":405,"low_volume":421,"obs":240},{"bucket":"2026-07-22T00:00:00Z","avg_high":38282755,"avg_low":37725215,"high_volume":442,"low_volume":460,"obs":243},{"bucket":"2026-07-23T00:00:00Z","avg_high":38325991,"avg_low":37713131,"high_volume":409,"low_volume":422,"obs":246},{"bucket":"2026-07-24T00:00:00Z","avg_high":38361744,"avg_low":37744204,"high_volume":442,"low_volume":483,"obs":253},{"bucket":"2026-07-25T00:00:00Z","avg_high":38548973,"avg_low":37949404,"high_volume":480,"low_volume":568,"obs":256},{"bucket":"2026-07-26T00:00:00Z","avg_high":38426075,"avg_low":37870778,"high_volume":528,"low_volume":542,"obs":262},{"bucket":"2026-07-27T00:00:00Z","avg_high":38006506,"avg_low":37343127,"high_volume":417,"low_volume":430,"obs":236},{"bucket":"2026-07-28T00:00:00Z","avg_high":37454761,"avg_low":36714664,"high_volume":422,"low_volume":451,"obs":236},{"bucket":"2026-07-29T00:00:00Z","avg_high":36796589,"avg_low":36160322,"high_volume":408,"low_volume":470,"obs":247},{"bucket":"2026-07-30T00:00:00Z","avg_high":35875609,"avg_low":35152645,"high_volume":428,"low_volume":415,"obs":245},{"bucket":"2026-07-31T00:00:00Z","avg_high":35532891,"avg_low":34833342,"high_volume":397,"low_volume":361,"obs":206}],"resolved":{"item_id":11785,"name":"Armadyl crossbow"},"meta":{"grain":"1d","price_basis":"block_average","source":"5m"}}

call 65 — item_history (2026-07-31T20:16:13Z, 20ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"12821","source":"5m"}

result:

{"as_of":"2026-07-31T20:16:13.587383388Z","data_window":{"from":"2026-07-01T20:16:13.568843733Z","to":"2026-07-31T20:16:13.568843733Z"},"row_count":28,"rows":[{"bucket":"2026-07-01T00:00:00Z","avg_high":25844843,"avg_low":25269580,"high_volume":42,"low_volume":54,"obs":32},{"bucket":"2026-07-02T00:00:00Z","avg_high":25670723,"avg_low":25206788,"high_volume":177,"low_volume":206,"obs":165},{"bucket":"2026-07-06T00:00:00Z","avg_high":24639265,"avg_low":24040472,"high_volume":82,"low_volume":103,"obs":80},{"bucket":"2026-07-07T00:00:00Z","avg_high":24895721,"avg_low":24253477,"high_volume":170,"low_volume":207,"obs":168},{"bucket":"2026-07-08T00:00:00Z","avg_high":25405555,"avg_low":24932211,"high_volume":173,"low_volume":184,"obs":172},{"bucket":"2026-07-09T00:00:00Z","avg_high":25745673,"avg_low":25238472,"high_volume":218,"low_volume":237,"obs":182},{"bucket":"2026-07-10T00:00:00Z","avg_high":26369308,"avg_low":25787016,"high_volume":215,"low_volume":212,"obs":177},{"bucket":"2026-07-11T00:00:00Z","avg_high":26807356,"avg_low":26320542,"high_volume":245,"low_volume":224,"obs":203},{"bucket":"2026-07-12T00:00:00Z","avg_high":27590467,"avg_low":27052767,"high_volume":261,"low_volume":248,"obs":204},{"bucket":"2026-07-13T00:00:00Z","avg_high":27528429,"avg_low":26960203,"high_volume":206,"low_volume":189,"obs":166},{"bucket":"2026-07-14T00:00:00Z","avg_high":27168030,"avg_low":26659474,"high_volume":208,"low_volume":181,"obs":166},{"bucket":"2026-07-15T00:00:00Z","avg_high":27035627,"avg_low":26551508,"high_volume":183,"low_volume":170,"obs":160},{"bucket":"2026-07-16T00:00:00Z","avg_high":26736899,"avg_low":26284720,"high_volume":218,"low_volume":181,"obs":169},{"bucket":"2026-07-17T00:00:00Z","avg_high":27087152,"avg_low":26663896,"high_volume":183,"low_volume":180,"obs":174},{"bucket":"2026-07-18T00:00:00Z","avg_high":27107322,"avg_low":26635464,"high_volume":228,"low_volume":215,"obs":188},{"bucket":"2026-07-19T00:00:00Z","avg_high":27374354,"avg_low":26923707,"high_volume":262,"low_volume":223,"obs":199},{"bucket":"2026-07-20T00:00:00Z","avg_high":27555110,"avg_low":27086003,"high_volume":184,"low_volume":176,"obs":175},{"bucket":"2026-07-21T00:00:00Z","avg_high":27381071,"avg_low":26969414,"high_volume":187,"low_volume":189,"obs":177},{"bucket":"2026-07-22T00:00:00Z","avg_high":26968010,"avg_low":26444128,"high_volume":228,"low_volume":219,"obs":178},{"bucket":"2026-07-23T00:00:00Z","avg_high":26667172,"avg_low":26125695,"high_volume":244,"low_volume":174,"obs":180},{"bucket":"2026-07-24T00:00:00Z","avg_high":25914901,"avg_low":25372844,"high_volume":240,"low_volume":179,"obs":179},{"bucket":"2026-07-25T00:00:00Z","avg_high":25800263,"avg_low":25317586,"high_volume":243,"low_volume":244,"obs":190},{"bucket":"2026-07-26T00:00:00Z","avg_high":25586054,"avg_low":25150583,"high_volume":297,"low_volume":247,"obs":207},{"bucket":"2026-07-27T00:00:00Z","avg_high":25500801,"avg_low":25088781,"high_volume":205,"low_volume":198,"obs":190},{"bucket":"2026-07-28T00:00:00Z","avg_high":25113193,"avg_low":24717740,"high_volume":165,"low_volume":192,"obs":172},{"bucket":"2026-07-29T00:00:00Z","avg_high":25482749,"avg_low":25065513,"high_volume":172,"low_volume":219,"obs":171},{"bucket":"2026-07-30T00:00:00Z","avg_high":24781507,"avg_low":24234050,"high_volume":210,"low_volume":188,"obs":175},{"bucket":"2026-07-31T00:00:00Z","avg_high":24314587,"avg_low":23773561,"high_volume":160,"low_volume":159,"obs":138}],"resolved":{"item_id":12821,"name":"Spectral spirit shield"},"meta":{"grain":"1d","price_basis":"block_average","source":"5m"}}

call 66 — volume_zscore (2026-07-31T20:16:19Z, 2.605s)

params:

{"baseline":"trailing","limit":15,"min_baseline_obs":20,"min_volume":300}

result:

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call 67 — volume_zscore (2026-07-31T20:16:21Z, 19.526s)

params:

{"limit":15,"min_baseline_obs":20,"min_volume":300}

result:

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call 68 — movers (2026-07-31T20:16:41Z, 61ms)

params:

{"limit":15,"min_price":500,"min_volume":200,"window":"2h"}

result:

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call 69 — quotes (2026-07-31T20:16:48Z, 7ms)

params:

{"names_or_ids":["1615","1660"]}

result:

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call 70 — item_history (2026-07-31T20:16:48Z, 51ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"5952","source":"5m"}

result:

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call 71 — quote (2026-07-31T20:16:53Z, 2ms)

params:

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result:

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call 72 — quotes (2026-07-31T20:16:55Z, 10ms)

params:

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result:

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