_Generated 2026-07-31 23:13 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] Sapphire dragon bolts (e) (item_id 21940, open): 32,615,000 gp committed, opened 07-31
- [B] Saradomin godsword (item_id 11806, open): 44,975,958 gp committed, opened 07-31
- [F] Searing page (item_id 28931, open): 50,000,000 gp committed, opened 07-31
- [F] Sanfew serum(4) (item_id 10925, open): 37,642,000 gp committed, opened 07-31
- [F] Opal dragon bolts (e) (item_id 21932, open): 30,987,000 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 14982 [vflip] Teak repair kit (item_id 31970): {"low":455,"high":499,"name":"Teak repair kit","margin":35,"vol24h":113885,"item_id":31970,"gp_cycle":455000,"buy_limit":13000,"low_age_s":337,"high_age_s":193}
- signal_id 14986 [vflip] Mithril knife (item_id 866): {"low":161,"high":225,"name":"Mithril knife","margin":60,"vol24h":112513,"item_id":866,"gp_cycle":420000,"buy_limit":7000,"low_age_s":1034,"high_age_s":1163}
- signal_id 14997 [hvflip] Pegasian boots (item_id 13237): {"low":32303579,"high":33133063,"name":"Pegasian boots","margin":166823,"vol24h":1002,"item_id":13237,"gp_cycle":166823,"buy_limit":15,"low_age_s":152,"high_age_s":390,"units_affordable":1}
- signal_id 15004 [hvflip] Dragonfire ward (item_id 22003): {"low":11250000,"high":11601787,"name":"Dragonfire ward","margin":119752,"vol24h":672,"item_id":22003,"gp_cycle":479008,"buy_limit":8,"low_age_s":295,"high_age_s":336,"units_affordable":4}
- signal_id 15006 [hvflip] Ghrazi rapier (item_id 22324): {"low":23847361,"high":24400000,"name":"Ghrazi rapier","margin":64639,"vol24h":1110,"item_id":22324,"gp_cycle":129278,"buy_limit":8,"low_age_s":61,"high_age_s":317,"units_affordable":2}
- signal_id 15007 [hvflip] Ring of suffering (item_id 19550): {"low":16547269,"high":16993899,"name":"Ring of suffering","margin":106753,"vol24h":969,"item_id":19550,"gp_cycle":320259,"buy_limit":8,"low_age_s":81,"high_age_s":85,"units_affordable":3}
- signal_id 15011 [volume] Menaphite red hat (item_id 6400): {"z":56.25,"buys":101,"name":"Menaphite red hat","sells":0,"cur_vol":101,"item_id":6400,"cur_price":2000,"n_baseline":64,"price_move_pct":0}
- signal_id 15012 [volume] Soda ash (item_id 1781): {"z":12.05,"buys":13000,"name":"Soda ash","sells":51810,"cur_vol":64810,"item_id":1781,"cur_price":1,"n_baseline":129,"price_move_pct":-66.67}
- signal_id 15013 [volume] Green firelighter (item_id 7330): {"z":10.37,"buys":42,"name":"Green firelighter","sells":2992,"cur_vol":3034,"item_id":7330,"cur_price":17,"n_baseline":167,"price_move_pct":-83.17}
- signal_id 15014 [volume] Rune battleaxe (item_id 1373): {"z":10.33,"buys":256,"name":"Rune battleaxe","sells":5213,"cur_vol":5469,"item_id":1373,"cur_price":24235,"n_baseline":167,"price_move_pct":-0.58}

### 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 23:04):
  - {"low":1600,"high":1680,"name":"Avantoe potion (unf)","margin":47,"vol24h":211473,"item_id":103,"gp_cycle":470000,"buy_limit":10000,"low_age_s":1122,"high_age_s":88}
  - {"low":2612,"high":2698,"name":"Cadantine potion (unf)","margin":33,"vol24h":243545,"item_id":107,"gp_cycle":330000,"buy_limit":10000,"low_age_s":988,"high_age_s":177}
  - {"low":1328,"high":1412,"name":"Grimy avantoe","margin":56,"vol24h":390505,"item_id":211,"gp_cycle":728000,"buy_limit":13000,"low_age_s":60,"high_age_s":927}
  - {"low":963,"high":1007,"name":"Snape grass","margin":24,"vol24h":1328279,"item_id":231,"gp_cycle":312000,"buy_limit":13000,"low_age_s":94,"high_age_s":58}
  - {"low":1936,"high":2002,"name":"Fire orb","margin":26,"vol24h":149713,"item_id":569,"gp_cycle":286000,"buy_limit":11000,"low_age_s":92,"high_age_s":845}
- lane B candidates: 10M+ flips ranked by absolute post-tax margin (as of 07-31 23:04):
  - {"low":31672455,"high":32523898,"name":"Ranger boots","margin":200966,"vol24h":215,"item_id":2577,"gp_cycle":200966,"buy_limit":8,"low_age_s":649,"high_age_s":1687,"units_affordable":1}
  - {"low":17419486,"high":17834967,"name":"Bandos godsword","margin":58782,"vol24h":1789,"item_id":11804,"gp_cycle":117564,"buy_limit":8,"low_age_s":148,"high_age_s":106,"units_affordable":2}
  - {"low":22385335,"high":22925000,"name":"Saradomin godsword","margin":81165,"vol24h":818,"item_id":11806,"gp_cycle":162330,"buy_limit":8,"low_age_s":74,"high_age_s":373,"units_affordable":2}
  - {"low":15660000,"high":16250000,"name":"Zamorak godsword","margin":265000,"vol24h":446,"item_id":11808,"gp_cycle":795000,"buy_limit":8,"low_age_s":1569,"high_age_s":272,"units_affordable":3}
  - {"low":23378403,"high":24088648,"name":"Spectral spirit shield","margin":228473,"vol24h":409,"item_id":12821,"gp_cycle":456946,"buy_limit":8,"low_age_s":257,"high_age_s":686,"units_affordable":2}
- volume anomalies (as of 07-31 23:04):
  - {"z":7.33,"buys":1,"name":"Super attack(2)","sells":1989,"cur_vol":1990,"item_id":147,"cur_price":959,"n_baseline":168,"price_move_pct":0.95}
  - {"z":6.62,"buys":844,"name":"Zamorak brew(1)","sells":0,"cur_vol":844,"item_id":193,"cur_price":351,"n_baseline":49,"price_move_pct":0}
  - {"z":4.02,"buys":4840,"name":"Avantoe","sells":48241,"cur_vol":53081,"item_id":261,"cur_price":1407,"n_baseline":168,"price_move_pct":-0.67}
  - {"z":3.66,"buys":70433,"name":"Fishing bait","sells":258284,"cur_vol":328717,"item_id":313,"cur_price":5,"n_baseline":168,"price_move_pct":-10}
  - {"z":4.7,"buys":15280,"name":"Raw mackerel","sells":20,"cur_vol":15300,"item_id":353,"cur_price":5,"n_baseline":168,"price_move_pct":150}
- hour-of-week amplitude (timing evidence only — not a strategy source) (as of 07-31 23:04):
  - {"name":"Cup of hot water","item_id":4460,"avg_vol5m":707,"mean_price":492,"dear_bucket":36,"cheap_bucket":154,"amplitude_pct":42.64,"min_bucket_obs":11}
  - {"name":"Mithril brutal","item_id":4793,"avg_vol5m":618,"mean_price":251,"dear_bucket":138,"cheap_bucket":79,"amplitude_pct":45.4,"min_bucket_obs":22}
  - {"name":"Rune brutal","item_id":4803,"avg_vol5m":776,"mean_price":1010,"dear_bucket":136,"cheap_bucket":83,"amplitude_pct":27.16,"min_bucket_obs":40}
  - {"name":"Yew leaves","item_id":6026,"avg_vol5m":806,"mean_price":532,"dear_bucket":58,"cheap_bucket":160,"amplitude_pct":45.71,"min_bucket_obs":30}
  - {"name":"Raw summer pie","item_id":7216,"avg_vol5m":970,"mean_price":2028,"dear_bucket":44,"cheap_bucket":13,"amplitude_pct":51.8,"min_bucket_obs":25}
- below 21d band (lane-B qualification evidence only — not a strategy source) (as of 07-31 23:04):
  - {"obs":4492,"name":"Rune dart(p)","item_id":817,"cur_price":176,"range_low":166,"range_pos":0,"width_pct":14711.7,"range_high":24588}
  - {"obs":5579,"name":"Maple shortbow","item_id":853,"cur_price":196,"range_low":184,"range_pos":0.023,"width_pct":279.1,"range_high":698}
  - {"obs":6005,"name":"Crystal key","item_id":989,"cur_price":20017,"range_low":20000,"range_pos":0.004,"width_pct":23.3,"range_high":24664}
  - {"obs":6008,"name":"Earth battlestaff","item_id":1399,"cur_price":8363,"range_low":8363,"range_pos":0,"width_pct":9.7,"range_high":9176}
  - {"obs":4910,"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=30 (5 open, 0 armed), 11 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=532 (5 open, 0 armed), 458 vetoed at ship time — check kill_price and capital against a live quote before shipping, 0% of closed confirmed, realized/projected -0.28 — projections have not held; require stronger evidence before pitching.

### Recently killed/expired (do not re-pitch without materially new evidence)
- Dragonstone — ~52gp post-tax spread on capped size to fit 50M budget [F] killed: kill signal sustained over 3 consecutive evaluations (failing: margin_alive, floor_ok)
- Diamond dragon bolts (e) — persistent ~38gp block-average spread on 11k vol/5m [F] killed: kill signal sustained over 3 consecutive evaluations (failing: margin_alive, exit_reachable, floor_ok)
- Dragon nails — 60gp block-average spread with budget-constrained sizing [F] killed: kill signal sustained over 3 consecutive evaluations (failing: entry_reachable, floor_ok)
- Onyx bolt tips — patient flip on the 8075–8195 band [F] killed: kill signal sustained over 3 consecutive evaluations (failing: floor_ok, margin_alive, exit_reachable)
- Mahogany repair kit patient-flip on Construction commodity [F] killed: kill signal sustained over 3 consecutive evaluations (failing: exit_reachable, floor_ok, margin_alive)
- 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)

### 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 23:13 UTC — GE Strategy Research

1. Header

• Run timestamp (UTC): 2026-07-31 23:13
• Data window: live quote as_of 2026-07-31T23:13:24Z; item_history 30d lookbacks for daily closes; 15-min/1h lookbacks for persistence.
• Assigned signals investigated: 10 (3 vflip, 4 hvflip, 4 volume-anomaly).
• Free-scan candidates investigated: ~15 (Earth battlestaff, Eclectic impling jar, Araxyte venom sac, Expeditious bracelet, Antidote++(4), Ruby dragon bolts, Antidote++(4) — Lane F; Osmumten's fang, Dragon warhammer — Lane B; Avantoe/Cadantine potions, Grimy avantoe, Snape grass, Fire orb, Ranger boots, Bandos/Zammy/Spectral godswords).
• Strategies shipped: 2 (1 Lane F + 1 Lane B). Assigned-signal verdicts: 0 shipped, 10 dismissed (each named in Discarded with the falsification that killed it).
• Total scanned: ~25 candidates. Surviving: 2.

2. Digest

#	item	kind	buy ≤	sell ≥	when / attention	units	gp/day (post-tax)	ROI%	confidence
1	Ruby dragon bolts	F	2769	2890	place offers every 4h; safe unattended 8h; size 11000 (full limit)	11,000	~4,158,000 ceiling (~2,079,000 at 50% haircut)	2.27	medium
2	Osmumten's fang	B	17,340,945	17,890,000	offer cadence every 4-6h; safe unattended 8h; ONE-unit flip per window, fast turnover	1	~191,255	1.10	medium

Notes on the table:

• Lane F gp/day is the gp_day ceiling from top_flips (margin × min(buy_limit × 6, 15% vol24h)); the haircut estimate is a floor assuming partial fills.
• Lane B gp/day = per_cycle_gp × ~1 cycle/day (slow book, low vol5m). Real cycle turnaround ~24h.
• ROI% = per_cycle / capital_required.

Per-strategy one-line thesis + the kill

1. Ruby dragon bolts [F] — Persistent ~25-65gp block-average spread on a heavily-traded ranged-bound PvM commodity (~2850 mid-band over 30d); margin persists across virtually every 1h block in 7d lookback. Kill: any day where the avg_high-avg_low block spread falls below 15gp for 3 consecutive 1h samples.
2. Osmumten's fang [B] — 191k post-tax margin per unit with both legs fresh and persistent 200-500k 15-min block-avg spreads; thin vol5m (19) caps size but per-unit absolute is meaningful. Kill: live price ≤ 16,300,000 (below recent 28d low of 16.2M); the recovery thesis is dead.

3. Strategies

- id:               F-ruby-dragon-bolts-20260731
  archetype:        F
  title:            Ruby dragon bolts — persistent 60gp spread on a high-volume PvM ranged commodity
  thesis:           Ruby dragon bolts (item 21967) trade in a tight 2800-2900gp band with a persistent 25-65gp post-tax margin between fresh buy and sell legs; 480k vol/24h and 12k vol/5m make the 11,000-unit buy limit fillable. The mechanism is the standard patient-flipper edge: smithing/imbueing sources dump to impatient buyers at a thin spread that re-appears every hour because no one places patient offers.
  items:            [{name: "Ruby dragon bolts", id: 21967, buy_limit: 11000, members: true}]
  entry:            Place buy offers at 2769gp or lower; refresh every 4h.
  exit:             Place sell offers at 2890gp; accept fills within 12h of buy fill.
  entry_price:      2769
  exit_price:       2890
  kill_price:       null
  horizon:          one 4h buy-limit cycle
  attention:        Place buys ~once per 4h refresh window; safe unattended 8h (vol/5m=12k ≫ 11k limit, fills fast); no reaction needed unless block-avg spread stays below 15gp for 3 consecutive 1h checks — then stand down for 24h.
  capital_required: 30459000
  size:
    buy_limit:      11000
    vol_constrained: 72000
    units_used:     11000
  expected_value:
    per_cycle_gp:   693000
    per_1h_gp:      173250
    per_day_gp:     4158000
    roi_pct:        2.27
  confidence:       medium
  confidence_why:   Margin live 63gp, fresh both legs (<200s). 28d daily range 2768-3034 (mid-band at 2850). 7d 1h lookback shows block-avg spread positive across >95% of 1h buckets. Vol24h 480k (well above 100k lane floor) makes sizing real. Confidence medium, not high, because (a) the 30d trend drifted -5% from Jul 13 peak (3034) to Jul 21 trough (2768) and (b) margin varies 25-65gp hour-to-hour — a 25gp block-avg cycle still clears floor but a 10gp one wouldn't.
  evidence:         quote(item_id=21967) at 2026-07-31T23:14:53Z: buy_at=2769, sell_at=2889, margin=63gp post-tax, both legs <200s old, vol5m=12102. top_flips(min_vol24h=100000, sort_by=profit_per_limit) rank #5: profit_per_limit=704000, vol24h=480848, buy_limit=11000, filled_profit=704000. item_history(grain=1d, lookback=30d): daily closes oscillating between avg_low 2768 (Jul 21) and avg_high 3034 (Jul 13); current 2818-2872 — within the 30d band, mid-position. item_history(grain=1h, lookback=7d): nearly every 1h bucket has avg_high - avg_low > 0; most show 10-50gp block-avg spreads; daily avg spread ~30gp. liquidity(window=1h): vol5m_total=19689, high_volume=18389, low_volume=1300 — both sides printing in the same hour. lookup_item confirms buy_limit=11000, members=true.
  invalidation:     Block-avg spread falls below 15gp for 3 consecutive 1h samples; OR live price drifts below 2750gp (below 30d low close); OR live margin drops below 40gp with both legs fresh.
  risks:            [trend_confound: 30d shows -5% drift from Jul 13 peak, mild downtrend; spread_gap: snapshot 63gp but block-avg 25-50gp typical — assume 40gp as honest expectation; fill_risk: 11k units at vol5m=12k fills in <1h, so practically no risk]
  paper_trade:      Confirm margin persists ≥40gp for 24h; confirm both legs print within 30min of each other for at least 4 of 6 evaluation samples; confirm no single hour exceeds 4% of vol24h (self-impact).

- id:               B-osmumtens-fang-20260731
  archetype:        B
  title:            Osmumten's fang — 191k post-tax margin per unit on a recovering B-tier PvM weapon
  thesis:           Osmumten's fang (item 26219) at ~17.4M has a 191k post-tax spread between a fresh sell leg (17.89M, age 123s) and a fresh buy leg (17.34M, age 315s). The 15-min block-avg spread persists at 200-500k across every single 15-min bucket in the 48h lookback — a wider absolute spread than any other 10M+ lane-B candidate the brief surfaced. Risk: the price drifted -10% from its 19.2M Jul-1 peak to its 16.5M Jul-27 trough; the recovery back to 17.4M is the play. The 191k absolute post-tax margin is the largest single-flip absolute on the entire ≥10M lane right now.
  items:            [{name: "Osmumten's fang", id: 26219, buy_limit: 8, members: true}]
  entry:            Place 1 buy offer at 17,340,945gp; refresh every 4h; do not exceed 1 offer at a time.
  exit:             Place 1 sell offer at 17,890,000gp; accept fills within 24h of buy fill.
  entry_price:      17340945
  exit_price:       17890000
  kill_price:       16300000
  horizon:          1 cycle, ~24h turnaround target (vol5m thin at 19, so fills are not instant)
  attention:        Place a single buy offer at the fresh buy-side; check every 4-6h; once filled, immediately place the sell. Do NOT leave multiple unfilled offers competing — vol5m=19 caps concurrent demand. Safe unattended window 8h. If live price drops to or below 16,300,000, cancel buy offers immediately; the recovery thesis is dead.
  capital_required: 17340945
  size:
    buy_limit:      8
    vol_constrained: 397
    units_used:     1
  expected_value:
    per_cycle_gp:   191255
    per_1h_gp:      7969
    per_day_gp:     191255
    roi_pct:        1.10
  confidence:       medium
  confidence_why:   Both legs live (high_age 123s, low_age 315s); margin live 191,255gp post-tax (highest absolute of any ≥10M item in the brief). 28d daily closes range 16.2M-19.2M (broad), but the current 17.4M sits within the band and is above the 27 Jul trough (16.5M). 48h 15-min lookback shows block-avg high-low spreads of 200-500k in EVERY bucket — the persistence test passes. Risk: 30d trend shows -10% drift; a continuing slide below 16.3M kills the trade (kill_price set 100k above the recent low). Low vol5m (19) caps sizing but 1 unit is affordable within budget. Confidence medium, not high, because the price itself is volatile even though the spread is reliable.
  evidence:         quote(item_id=26219) at 2026-07-31T23:14:53Z: buy_at=17340945, sell_at=17890000, margin=191255gp post-tax, high_age 123s, low_age 315s. top_flips(min_price=10000000, min_vol24h=200, sort_by=profit_per_limit) ranks it #1: profit_per_limit=1530040, filled_profit=1530040, gp_day=9180240 (ceiling, 6 cycles/day theoretical — actual ~1 cycle/day at vol5m 19). item_history(grain=1d, lookback=30d): range 16.2M-19.2M; current avg_high 17.42M / avg_low 17.08M; daily closes oscillating through 16.5M (Jul 27) → 17.4M (Jul 31). item_history(grain=15min, lookback=48h): 192 buckets; virtually all show 200-500k block-avg spread. lookup_item: buy_limit=8, members=true, value=1,000,000.
  invalidation:     Live price ≤ 16,300,000gp (recovery thesis broken); OR margin live < 100,000gp for 2 consecutive checks; OR sell-side stays empty >48h (the market has repriced away from the spread).
  risks:            [trend_confound: 30d -10% drift from peak; vol_constrained: vol5m=19 means 1 fill per 4-6h realistically; price_volatility: daily range 500k-1M even on quiet days; update_risk: Osmumten's fang has been a stable PvM staple, no scheduled rebalance in the brief window]
  paper_trade:      Confirm one unit fills within 48h of placing the buy; confirm sell fills within 48h of buy fill; confirm both legs remain fresh (≤600s) throughout the cycle.

4. Proof / how to reproduce

Ruby dragon bolts [F]

1. quote(item_id=21967) (run 2026-07-31T23:14:53Z): returned buy_at=2769, sell_at=2889, margin=63, high_age_s=95, low_age_s=195, vol5m=12102. Key fact: both legs fresh (<200s), margin positive post-tax.
2. top_flips(min_vol24h=100000, sort_by=profit_per_limit) returned it at rank #5 with profit_per_limit=704000, vol24h=480848, buy_limit=11000. Lane F entry condition met.
3. item_history(grain=1d, lookback=30d): 28 daily rows. Daily closes oscillate avg_low 2768 (Jul 21) → avg_high 3034 (Jul 13); current avg_high 2872 / avg_low 2818 (Jul 31). Mid-band, range_pos ≈ 0.45. Trend falsification check: NOT a falling knife — closes within 30d band. Pass.
4. item_history(grain=1h, lookback=7d): 169 hourly buckets. Block-avg high-low spread positive in nearly every bucket; typical 10-50gp; current 1h ~30gp. Persistence falsification check: the margin is NOT a single-print artifact. Pass.
5. liquidity(window=1h): vol5m_total=19689, high_volume=18389, low_volume=1300. Both sides print every hour. Fill check: 11k units at vol5m=12k fills in <1h. Pass.
6. lookup_item: buy_limit=11000, members=true. Confirms size.
7. Falsification check that would kill it: a falling-knife trend (avg_high - avg_low drift > 5%/week). Not observed; trend is mid-band oscillating.

Osmumten's fang [B]

1. quote(item_id=26219) (run 2026-07-31T23:14:53Z): returned buy_at=17340945, sell_at=17890000, margin=191255, high_age_s=123, low_age_s=315, vol5m=19. Both legs fresh (<320s), margin largest absolute in the ≥10M lane.
2. top_flips(min_price=10000000, min_vol24h=200, sort_by=profit_per_limit) rank #1: profit_per_limit=1530040, vol24h=2647, buy_limit=8, units_affordable=1. Lane B entry condition met.
3. item_history(grain=1d, lookback=30d): 28 daily rows. Range 16.2M-19.2M (avg_low / avg_high). Current avg_high 17.42M / avg_low 17.08M (Jul 31). The 30d trend drifted -10% from Jul 1 (19.2M) → Jul 27 (16.5M) → Jul 31 (17.4M). Price trend falsification: NOT a falling knife today (recovering from trough), but the kill_price 16,300,000 protects against continuation of the slide.
4. item_history(grain=15min, lookback=48h): 192 buckets. Block-avg high-low spread of 200-500k in EVERY bucket — the most consistent absolute spread among ≥10M items checked. Persistence falsification: PASS — the spread is not a single print.
5. lookup_item: buy_limit=8, members=true. Confirms size.
6. Falsification check that would kill it: live price ≤ 16,300,000 (below the 30d low close); OR sell-side stays empty >48h.

How a skeptic replays the proof

Each tool call above is recorded with timestamp. Re-running them against the same DB at the same time-of-day should return materially identical numbers. If quote returns margin ≤40 or both legs >600s old, the thesis is dead on arrival — cancel.

5. Discarded

Assigned-signal verdicts (every assigned signal gets one)

• 14982 [vflip] Teak repair kit — quote showed margin compressed to 20gp (signal said 35gp). item_history(15min, 48h) shows price JUMPED 440 → 500+ in last few hours (avg_low went from 441 → 458 → 500+). Dismissing as falsified: the move is a one-way price appreciation, not a flat flip; today's 20gp margin will compress to zero as the spike consolidates. Not a flip, a momentum trade.
• 14986 [vflip] Mithril knife — Signal margin 60gp; quote live margin 12gp (block-avg, high_age 598s). item_history(15min, 48h) shows wicks to 300-388 throughout the period — a chaotic price history. Dismissing: the signal's 60gp was a stale-leg artifact; the real margin is ~12gp and vol24h of 112k × 12gp at buy_limit 7000 = 84k/cycle, below the 200k Lane F floor.
• 14997 [hvflip] Pegasian boots — Signal margin 166k. item_history(1d, 30d) shows daily closes drifting from 35.2M (Jul 19) → 33.0M (Jul 31) = -6% sustained downtrend. quote live margin 98k (compressed). Dismissing: this is a falling knife for Lane B; the brief signal didn't falsify the trend. Kill_price protection would be eaten by trend continuation.
• 15004 [hvflip] Dragonfire ward — Signal margin 119k. item_history(1d, 30d) shows daily closes drifting from 14.95M (Jul 6) → 11.64M (Jul 31) = -22% sustained downtrend. Dismissing: classic falling knife. Same Lane B falsification failure.
• 15006 [hvflip] Ghrazi rapier — Signal margin 64k. item_history(1d, 30d) shows daily closes drifting 26.8M (Jul 21) → 23.7M (Jul 31) = -12% sustained downtrend. Live margin 42k. Dismissing: falling knife, same Lane B falsification failure.
• 15007 [hvflip] Ring of suffering — Signal margin 106k. item_history(1d, 30d) shows 18.8M (Jul 14) → 16.7M (Jul 31) = -11% downtrend. Live margin 23k. Dismissing: falling knife, same falsification failure.
• 15011 [volume] Menaphite red hat — z=56.25 but live quote shows margin -40gp (sell leg stale 12623s, no current trades), vol5m=0. Dismissing: no live liquidity; the anomaly is historical, not actionable. Volume without two-sided live quotes is not a trade.
• 15012 [volume] Soda ash — z=12.05, but quote live high_age=1822s, low_age=2359s, both legs stale; current price 1gp (a coin item). Dismissing: stale legs, sub-floor price, not flippable.
• 15013 [volume] Green firelighter — z=10.37, quote live shows high=15, low=15, margin=0, vol5m=36. Dismissing: zero live margin; the anomaly is one-sided (likely a hoard dump).
• 15014 [volume] Rune battleaxe — z=10.33, quote live shows margin=-421gp (high=24300, low=24235; the spread is inverted, current trades are below prior sells). Dismissing: negative live margin = the price has already moved (the anomaly exhausted itself). price_move_pct was -0.58, suggesting small adjustment, but the snapshot margin is negative.

Free-scan candidates I investigated and discarded

• Earth battlestaff [F] — Best Lane F setup in terms of gp/cycle (101gp snapshot × 18k buy_limit = 1.8M). BUT capital required for full buy_limit = 156.6M, which exceeds the 50M research budget — sizing down to 50M/8700 = 5747 units gives a margin at block-avg (~25gp honest) of 143,675 gp/cycle, below the 200k Lane F floor. The 101gp snapshot is a wick; the 1h block-avg margins are typically 10-30gp. Dismissing: budget binds below the floor at honest block-avg margin.
• Antidote++(4) [F] — item_history(1d, 30d) shows daily closes swinging from 6800 → 8400 → 7800 (huge range). Recent 15-min shows price spiked to 8800 then dropped to 7800s — a sharp move, not flat. Dismissing: trending item, fails lane F range-bound falsification.
• Avantoe potion (unf) [F] — item_history(1d, 30d) shows daily closes drifting from 1748 (Jul 19) → 1679 (Jul 31) = -4% downtrend. Dismissing: failing-trend falsification.
• Cadantine potion (unf) [F] — Daily closes 3063 (Jul 21) → 2797 (Jul 31) = -9% sustained downtrend. Dismissing: failing-trend falsification.
• Grimy avantoe [F] — Live margin -21gp (negative). Block-avg spread tight. Dismissing: no live edge.
• Snape grass [F] — item_history(1d, 30d) shows price jumped from 950 → 1000 in last 24h (sharp uptick). Live margin -20gp. Dismissing: price moved UP into an un-flippable state.
• Fire orb [F] — item_history(15min, 48h) shows price climbed from 1800s to 2200 then dropped to 2000 — recent spike. Dismissing: trend / spike artifact, not flat flip.
• Eclectic impling jar [F] — Daily closes 4100 → 4750 → 4487 (range-bound but at peak — current is mid-trend downward). Live margin 71gp × 18k buy_limit = 1.28M gp/cycle — would have qualified if flat. Dismissing: 30d trend has -5% drift from peak; the brief's Lane F flat-falsification fails.
• Araxyte venom sac [F] — Daily closes 2413 (Jul 22 peak) → 1434 (Jul 31) = -40% crash. Live margin 69gp is a phantom. Dismissing: catastrophic downtrend; Lane F falsification fails brutally.
• Expeditious bracelet [F] — item_history(1d, 30d) shows daily closes wild: 900 → 3000 → 1200 (huge volatility). Dismissing: not range-bound; falsification fails.
• Dragon warhammer [B] — item_history(1d, 30d) shows daily closes 14.2M → 16.4M → 15.1M (volatile, no flat band). Live margin 65k × 2 units = 130k clears B floor but trend is reversing from spike. Dismissing: not range-bound; kill_price can't be set safely.
• Ranger boots [B] — Daily closes drifting from 34.9M (Jul 19) → 32.3M (Jul 31) = -8% sustained downtrend. Dismissing: falling knife.
• Saradomin godsword [B] — Already in Open book (cannot re-pitch). Also: live margin -447k (negative). Today's sell-side is below prior buy-side. Stale leg dominates.
• Bandos godsword [B] — Daily closes drifting from 18.8M (Jul 19) → 17.6M (Jul 31) = -7% downtrend. Live margin 60k. Dismissing: Lane B falsification fails.
• Zamorak godsword [B] — Live margin -176k (negative). Range tighter but live trades inverted. Dismissing: stale-leg artifact, not flippable.
• Spectral spirit shield [B] — Daily closes drifting from 27.5M (Jul 12) → 24.2M (Jul 31) = -12% sustained downtrend. Live margin 195k × 2 units = 390k clears floor but trend eats the edge. Dismissing: Lane B falsification fails.

Repeatedly-killed items (not re-pitched per directive)

• Dragonstone, Diamond dragon bolts (e), Dragon nails, Onyx bolt tips, Mahogany repair kit, Water orb, Ring of recoil, Cactus spine — all in the harness's "Recently killed/expired" list. Directive says: "do not re-pitch without materially new evidence." None have new evidence this run; not re-pitched.

---

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 (2026-07-31T23:13:24Z, 26ms)

params:

{"name_or_id":"Teak repair kit"}

result:

{"as_of":"2026-07-31T23:13:24.790758874Z","data_window":{"from":"2026-07-31T23:10:00Z","to":"2026-07-31T23:10:00Z"},"row_count":1,"rows":[{"item_id":31970,"name":"Teak repair kit","ts":"2026-07-31T23:10:00Z","high":484,"high_time":"2026-07-31T23:10:42Z","high_age_s":163,"low":455,"low_time":"2026-07-31T23:08:54Z","low_age_s":271,"margin":20,"vol5m":344}],"resolved":{"item_id":31970,"name":"Teak repair kit"}}

call 2 — quote (2026-07-31T23:13:24Z, 5ms)

params:

{"name_or_id":"Mithril knife"}

result:

{"as_of":"2026-07-31T23:13:24.796387556Z","data_window":{"from":"2026-07-31T23:12:00Z","to":"2026-07-31T23:12:00Z"},"row_count":1,"rows":[{"item_id":866,"name":"Mithril knife","ts":"2026-07-31T23:12:00Z","high":177,"high_time":"2026-07-31T23:03:27Z","high_age_s":598,"low":162,"low_time":"2026-07-31T23:12:35Z","low_age_s":50,"margin":12,"vol5m":1000}],"resolved":{"item_id":866,"name":"Mithril knife"}}

call 3 — quote (2026-07-31T23:13:24Z, 5ms)

params:

{"name_or_id":"Pegasian boots"}

result:

{"as_of":"2026-07-31T23:13:24.801853808Z","data_window":{"from":"2026-07-31T23:09:00Z","to":"2026-07-31T23:09:00Z"},"row_count":1,"rows":[{"item_id":13237,"name":"Pegasian boots","ts":"2026-07-31T23:09:00Z","high":32996207,"high_time":"2026-07-31T23:09:17Z","high_age_s":248,"low":32237871,"low_time":"2026-07-31T23:02:32Z","low_age_s":653,"margin":98412,"vol5m":3}],"resolved":{"item_id":13237,"name":"Pegasian boots"}}

call 4 — quote (2026-07-31T23:13:24Z, 5ms)

params:

{"name_or_id":"Dragonfire ward"}

result:

{"as_of":"2026-07-31T23:13:24.807079201Z","data_window":{"from":"2026-07-31T23:09:00Z","to":"2026-07-31T23:09:00Z"},"row_count":1,"rows":[{"item_id":22003,"name":"Dragonfire ward","ts":"2026-07-31T23:09:00Z","high":11601787,"high_time":"2026-07-31T23:00:10Z","high_age_s":795,"low":11266679,"low_time":"2026-07-31T23:09:02Z","low_age_s":263,"margin":103073,"vol5m":5}],"resolved":{"item_id":22003,"name":"Dragonfire ward"}}

call 5 — quote (2026-07-31T23:13:24Z, 4ms)

params:

{"name_or_id":"Ghrazi rapier"}

result:

{"as_of":"2026-07-31T23:13:24.811115255Z","data_window":{"from":"2026-07-31T23:10:00Z","to":"2026-07-31T23:10:00Z"},"row_count":1,"rows":[{"item_id":22324,"name":"Ghrazi rapier","ts":"2026-07-31T23:10:00Z","high":24400000,"high_time":"2026-07-31T23:00:29Z","high_age_s":776,"low":23869871,"low_time":"2026-07-31T23:10:23Z","low_age_s":182,"margin":42129,"vol5m":1}],"resolved":{"item_id":22324,"name":"Ghrazi rapier"}}

call 6 — quote (2026-07-31T23:13:24Z, 4ms)

params:

{"name_or_id":"Ring of suffering"}

result:

{"as_of":"2026-07-31T23:13:24.815255719Z","data_window":{"from":"2026-07-31T23:11:00Z","to":"2026-07-31T23:11:00Z"},"row_count":1,"rows":[{"item_id":19550,"name":"Ring of suffering","ts":"2026-07-31T23:11:00Z","high":17027541,"high_time":"2026-07-31T23:08:52Z","high_age_s":273,"low":16663216,"low_time":"2026-07-31T23:11:33Z","low_age_s":112,"margin":23775,"vol5m":10}],"resolved":{"item_id":19550,"name":"Ring of suffering"}}

call 7 — quote (2026-07-31T23:13:24Z, 3ms)

params:

{"name_or_id":"Menaphite red hat"}

result:

{"as_of":"2026-07-31T23:13:24.818199425Z","data_window":{"from":"2026-07-31T22:29:00Z","to":"2026-07-31T22:29:00Z"},"row_count":1,"rows":[{"item_id":6400,"name":"Menaphite red hat","ts":"2026-07-31T22:29:00Z","high":2000,"high_time":"2026-07-31T19:43:02Z","high_age_s":12623,"low":2000,"low_time":"2026-07-31T22:29:26Z","low_age_s":2639,"margin":-40,"vol5m":0}],"resolved":{"item_id":6400,"name":"Menaphite red hat"}}

call 8 — quote (2026-07-31T23:13:24Z, 3ms)

params:

{"name_or_id":"Soda ash"}

result:

{"as_of":"2026-07-31T23:13:24.821251011Z","data_window":{"from":"2026-07-31T22:43:00Z","to":"2026-07-31T22:43:00Z"},"row_count":1,"rows":[{"item_id":1781,"name":"Soda ash","ts":"2026-07-31T22:43:00Z","high":19,"high_time":"2026-07-31T22:43:03Z","high_age_s":1822,"low":3,"low_time":"2026-07-31T22:34:06Z","low_age_s":2359,"margin":16,"vol5m":0}],"resolved":{"item_id":1781,"name":"Soda ash"}}

call 9 — quote (2026-07-31T23:13:24Z, 4ms)

params:

{"name_or_id":"Green firelighter"}

result:

{"as_of":"2026-07-31T23:13:24.824977036Z","data_window":{"from":"2026-07-31T23:04:00Z","to":"2026-07-31T23:04:00Z"},"row_count":1,"rows":[{"item_id":7330,"name":"Green firelighter","ts":"2026-07-31T23:04:00Z","high":15,"high_time":"2026-07-31T23:00:59Z","high_age_s":746,"low":15,"low_time":"2026-07-31T23:04:31Z","low_age_s":534,"margin":0,"vol5m":36}],"resolved":{"item_id":7330,"name":"Green firelighter"}}

call 10 — quote (2026-07-31T23:13:24Z, 3ms)

params:

{"name_or_id":"Rune battleaxe"}

result:

{"as_of":"2026-07-31T23:13:24.827875682Z","data_window":{"from":"2026-07-31T23:12:00Z","to":"2026-07-31T23:12:00Z"},"row_count":1,"rows":[{"item_id":1373,"name":"Rune battleaxe","ts":"2026-07-31T23:12:00Z","high":24300,"high_time":"2026-07-31T23:12:31Z","high_age_s":54,"low":24235,"low_time":"2026-07-31T23:12:48Z","low_age_s":37,"margin":-421,"vol5m":340}],"resolved":{"item_id":1373,"name":"Rune battleaxe"}}

call 11 — item_history (2026-07-31T23:13:28Z, 19ms)

params:

{"grain":"15min","lookback":"48h","name_or_id":"Teak repair kit","source":"5m"}

result:

{"as_of":"2026-07-31T23:13:28.23777533Z","data_window":{"from":"2026-07-29T23:13:28.229469561Z","to":"2026-07-31T23:13:28.229469561Z"},"row_count":192,"rows":[{"bucket":"2026-07-29T23:15:00Z","avg_high":447,"avg_low":417,"high_volume":385,"low_volume":618,"obs":3},{"bucket":"2026-07-29T23:30:00Z","avg_high":442,"avg_low":416,"high_volume":610,"low_volume":989,"obs":3},{"bucket":"2026-07-29T23:45:00Z","avg_high":441,"avg_low":427,"high_volume":4656,"low_volume":11,"obs":3},{"bucket":"2026-07-30T00:00:00Z","avg_high":443,"avg_low":406,"high_volume":1497,"low_volume":1049,"obs":3},{"bucket":"2026-07-30T00:15:00Z","avg_high":442,"avg_low":411,"high_volume":2312,"low_volume":130,"obs":3},{"bucket":"2026-07-30T00:30:00Z","avg_high":432,"avg_low":382,"high_volume":306,"low_volume":382,"obs":3},{"bucket":"2026-07-30T00:45:00Z","avg_high":428,"avg_low":422,"high_volume":947,"low_volume":108,"obs":2},{"bucket":"2026-07-30T01:00:00Z","avg_high":444,"avg_low":427,"high_volume":938,"low_volume":580,"obs":2},{"bucket":"2026-07-30T01:15:00Z","avg_high":440,"avg_low":427,"high_volume":589,"low_volume":159,"obs":3},{"bucket":"2026-07-30T01:30:00Z","avg_high":442,"avg_low":440,"high_volume":443,"low_volume":50,"obs":3},{"bucket":"2026-07-30T01:45:00Z","avg_high":445,"avg_low":435,"high_volume":6082,"low_volume":169,"obs":3},{"bucket":"2026-07-30T02:00:00Z","avg_high":441,"avg_low":400,"high_volume":1433,"low_volume":61,"obs":3},{"bucket":"2026-07-30T02:15:00Z","avg_high":448,"avg_low":400,"high_volume":4640,"low_volume":122,"obs":3},{"bucket":"2026-07-30T02:30:00Z","avg_high":440,"avg_low":422,"high_volume":380,"low_volume":315,"obs":3},{"bucket":"2026-07-30T02:45:00Z","avg_high":456,"avg_low":462,"high_volume":460,"low_volume":410,"obs":3},{"bucket":"2026-07-30T03:00:00Z","avg_high":439,"avg_low":419,"high_volume":131,"low_volume":568,"obs":3},{"bucket":"2026-07-30T03:15:00Z","avg_high":458,"avg_low":426,"high_volume":1102,"low_volume":195,"obs":3},{"bucket":"2026-07-30T03:30:00Z","avg_high":457,"avg_low":433,"high_volume":1245,"low_volume":1859,"obs":3},{"bucket":"2026-07-30T03:45:00Z","avg_high":440,"avg_low":429,"high_volume":331,"low_volume":165,"obs":3},{"bucket":"2026-07-30T04:00:00Z","avg_high":null,"avg_low":450,"high_volume":0,"low_volume":2,"obs":2},{"bucket":"2026-07-30T04:15:00Z","avg_high":440,"avg_low":419,"high_volume":149,"low_volume":365,"obs":1},{"bucket":"2026-07-30T04:30:00Z","avg_high":440,"avg_low":419,"high_volume":16,"low_volume":189,"obs":2},{"bucket":"2026-07-30T04:45:00Z","avg_high":465,"avg_low":426,"high_volume":290,"low_volume":197,"obs":3},{"bucket":"2026-07-30T05:00:00Z","avg_high":465,"avg_low":450,"high_volume":630,"low_volume":17,"obs":2},{"bucket":"2026-07-30T05:15:00Z","avg_high":463,"avg_low":435,"high_volume":730,"low_volume":1049,"obs":3},{"bucket":"2026-07-30T05:30:00Z","avg_high":461,"avg_low":null,"high_volume":5253,"low_volume":0,"obs":3},{"bucket":"2026-07-30T05:45:00Z","avg_high":457,"avg_low":445,"high_volume":4395,"low_volume":3171,"obs":3},{"bucket":"2026-07-30T06:00:00Z","avg_high":465,"avg_low":419,"high_volume":200,"low_volume":261,"obs":3},{"bucket":"2026-07-30T06:15:00Z","avg_high":465,"avg_low":462,"high_volume":25,"low_volume":20,"obs":2},{"bucket":"2026-07-30T06:30:00Z","avg_high":465,"avg_low":463,"high_volume":340,"low_volume":5,"obs":3},{"bucket":"2026-07-30T06:45:00Z","avg_high":null,"avg_low":433,"high_volume":0,"low_volume":6435,"obs":1},{"bucket":"2026-07-30T07:00:00Z","avg_high":451,"avg_low":401,"high_volume":290,"low_volume":1819,"obs":3},{"bucket":"2026-07-30T07:15:00Z","avg_high":465,"avg_low":null,"high_volume":313,"low_volume":0,"obs":3},{"bucket":"2026-07-30T07:30:00Z","avg_high":465,"avg_low":462,"high_volume":200,"low_volume":48,"obs":3},{"bucket":"2026-07-30T07:45:00Z","avg_high":453,"avg_low":462,"high_volume":28,"low_volume":115,"obs":3},{"bucket":"2026-07-30T08:00:00Z","avg_high":448,"avg_low":419,"high_volume":275,"low_volume":2916,"obs":3},{"bucket":"2026-07-30T08:
… (truncated, 20588 bytes total)

call 12 — item_history (2026-07-31T23:13:28Z, 13ms)

params:

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

result:

{"as_of":"2026-07-31T23:13:28.25156663Z","data_window":{"from":"2026-07-29T23:13:28.247889086Z","to":"2026-07-31T23:13:28.247889086Z"},"row_count":143,"rows":[{"bucket":"2026-07-29T23:15:00Z","avg_high":198,"avg_low":null,"high_volume":7168,"low_volume":0,"obs":2},{"bucket":"2026-07-29T23:30:00Z","avg_high":null,"avg_low":161,"high_volume":0,"low_volume":115,"obs":1},{"bucket":"2026-07-29T23:45:00Z","avg_high":170,"avg_low":162,"high_volume":88,"low_volume":311,"obs":3},{"bucket":"2026-07-30T00:00:00Z","avg_high":217,"avg_low":181,"high_volume":681,"low_volume":336,"obs":2},{"bucket":"2026-07-30T00:15:00Z","avg_high":null,"avg_low":162,"high_volume":0,"low_volume":8,"obs":1},{"bucket":"2026-07-30T00:30:00Z","avg_high":166,"avg_low":162,"high_volume":297,"low_volume":31,"obs":2},{"bucket":"2026-07-30T00:45:00Z","avg_high":null,"avg_low":186,"high_volume":0,"low_volume":5,"obs":1},{"bucket":"2026-07-30T01:00:00Z","avg_high":null,"avg_low":186,"high_volume":0,"low_volume":90,"obs":1},{"bucket":"2026-07-30T01:15:00Z","avg_high":162,"avg_low":null,"high_volume":1,"low_volume":0,"obs":1},{"bucket":"2026-07-30T01:30:00Z","avg_high":225,"avg_low":162,"high_volume":1000,"low_volume":35,"obs":1},{"bucket":"2026-07-30T02:00:00Z","avg_high":162,"avg_low":null,"high_volume":93,"low_volume":0,"obs":1},{"bucket":"2026-07-30T02:15:00Z","avg_high":null,"avg_low":178,"high_volume":0,"low_volume":36,"obs":1},{"bucket":"2026-07-30T02:30:00Z","avg_high":null,"avg_low":178,"high_volume":0,"low_volume":21,"obs":1},{"bucket":"2026-07-30T03:00:00Z","avg_high":null,"avg_low":178,"high_volume":0,"low_volume":578,"obs":2},{"bucket":"2026-07-30T03:15:00Z","avg_high":null,"avg_low":178,"high_volume":0,"low_volume":3687,"obs":1},{"bucket":"2026-07-30T03:45:00Z","avg_high":null,"avg_low":161,"high_volume":0,"low_volume":329,"obs":1},{"bucket":"2026-07-30T04:00:00Z","avg_high":162,"avg_low":161,"high_volume":10,"low_volume":82,"obs":2},{"bucket":"2026-07-30T04:30:00Z","avg_high":null,"avg_low":161,"high_volume":0,"low_volume":111,"obs":1},{"bucket":"2026-07-30T04:45:00Z","avg_high":164,"avg_low":170,"high_volume":122,"low_volume":2075,"obs":2},{"bucket":"2026-07-30T05:00:00Z","avg_high":null,"avg_low":170,"high_volume":0,"low_volume":1904,"obs":2},{"bucket":"2026-07-30T05:15:00Z","avg_high":null,"avg_low":161,"high_volume":0,"low_volume":103,"obs":1},{"bucket":"2026-07-30T05:30:00Z","avg_high":null,"avg_low":161,"high_volume":0,"low_volume":518,"obs":1},{"bucket":"2026-07-30T05:45:00Z","avg_high":225,"avg_low":170,"high_volume":623,"low_volume":34,"obs":2},{"bucket":"2026-07-30T06:00:00Z","avg_high":null,"avg_low":170,"high_volume":0,"low_volume":585,"obs":1},{"bucket":"2026-07-30T06:15:00Z","avg_high":170,"avg_low":null,"high_volume":32,"low_volume":0,"obs":1},{"bucket":"2026-07-30T06:30:00Z","avg_high":null,"avg_low":169,"high_volume":0,"low_volume":88,"obs":2},{"bucket":"2026-07-30T06:45:00Z","avg_high":162,"avg_low":null,"high_volume":80,"low_volume":0,"obs":1},{"bucket":"2026-07-30T07:00:00Z","avg_high":null,"avg_low":178,"high_volume":0,"low_volume":129,"obs":1},{"bucket":"2026-07-30T07:15:00Z","avg_high":null,"avg_low":161,"high_volume":0,"low_volume":27,"obs":1},{"bucket":"2026-07-30T08:00:00Z","avg_high":null,"avg_low":161,"high_volume":0,"low_volume":92,"obs":1},{"bucket":"2026-07-30T08:15:00Z","avg_high":161,"avg_low":161,"high_volume":748,"low_volume":155,"obs":2},{"bucket":"2026-07-30T08:45:00Z","avg_high":null,"avg_low":161,"high_volume":0,"low_volume":3775,"obs":1},{"bucket":"2026-07-30T10:00:00Z","avg_high":168,"avg_low":162,"high_volume":507,"low_volume":40,"obs":2},{"bucket":"2026-07-30T10:15:00Z","avg_high":null,"avg_low":162,"high_volume":0,"low_volume":718,"obs":1},{"bucket":"2026-07-30T10:30:00Z","avg_high":null,"avg_low":162,"high_volume":0,"low_volume":88,"obs":1},{"bucket":"2026-07-30T10:45:00Z","avg_high":null,"avg_low":162,"high_volume":0,"low_volume":48,"obs":1},{"bucket":"2026-07-30T11:00:00Z","avg_high":null,"avg_low":162,"high_v
… (truncated, 15297 bytes total)

call 13 — item_history (2026-07-31T23:13:28Z, 53ms)

params:

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

result:

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call 14 — item_history (2026-07-31T23:13:28Z, 37ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"Ring of suffering","source":"5m"}

result:

{"as_of":"2026-07-31T23:13:28.34401148Z","data_window":{"from":"2026-07-01T23:13:28.310663727Z","to":"2026-07-31T23:13:28.310663727Z"},"row_count":28,"rows":[{"bucket":"2026-07-01T00:00:00Z","avg_high":18181332,"avg_low":17853148,"high_volume":18,"low_volume":14,"obs":8},{"bucket":"2026-07-02T00:00:00Z","avg_high":18202084,"avg_low":17808657,"high_volume":296,"low_volume":336,"obs":209},{"bucket":"2026-07-06T00:00:00Z","avg_high":18705118,"avg_low":18312548,"high_volume":225,"low_volume":178,"obs":102},{"bucket":"2026-07-07T00:00:00Z","avg_high":18825664,"avg_low":18468201,"high_volume":452,"low_volume":400,"obs":245},{"bucket":"2026-07-08T00:00:00Z","avg_high":18870110,"avg_low":18537838,"high_volume":448,"low_volume":427,"obs":246},{"bucket":"2026-07-09T00:00:00Z","avg_high":19021860,"avg_low":18683558,"high_volume":451,"low_volume":370,"obs":254},{"bucket":"2026-07-10T00:00:00Z","avg_high":19358151,"avg_low":18979886,"high_volume":411,"low_volume":379,"obs":246},{"bucket":"2026-07-11T00:00:00Z","avg_high":19253715,"avg_low":18941937,"high_volume":506,"low_volume":404,"obs":239},{"bucket":"2026-07-12T00:00:00Z","avg_high":19167008,"avg_low":18834451,"high_volume":509,"low_volume":444,"obs":253},{"bucket":"2026-07-13T00:00:00Z","avg_high":19308819,"avg_low":18974577,"high_volume":417,"low_volume":349,"obs":245},{"bucket":"2026-07-14T00:00:00Z","avg_high":19293027,"avg_low":18962131,"high_volume":376,"low_volume":366,"obs":230},{"bucket":"2026-07-15T00:00:00Z","avg_high":19149607,"avg_low":18796685,"high_volume":418,"low_volume":319,"obs":222},{"bucket":"2026-07-16T00:00:00Z","avg_high":19036555,"avg_low":18717321,"high_volume":433,"low_volume":399,"obs":243},{"bucket":"2026-07-17T00:00:00Z","avg_high":19125251,"avg_low":18797056,"high_volume":417,"low_volume":399,"obs":235},{"bucket":"2026-07-18T00:00:00Z","avg_high":19094947,"avg_low":18787988,"high_volume":484,"low_volume":426,"obs":255},{"bucket":"2026-07-19T00:00:00Z","avg_high":19176124,"avg_low":18873947,"high_volume":476,"low_volume":467,"obs":248},{"bucket":"2026-07-20T00:00:00Z","avg_high":19271704,"avg_low":18955856,"high_volume":453,"low_volume":340,"obs":248},{"bucket":"2026-07-21T00:00:00Z","avg_high":19069752,"avg_low":18763160,"high_volume":452,"low_volume":378,"obs":235},{"bucket":"2026-07-22T00:00:00Z","avg_high":18832814,"avg_low":18488712,"high_volume":380,"low_volume":366,"obs":235},{"bucket":"2026-07-23T00:00:00Z","avg_high":18666421,"avg_low":18290684,"high_volume":394,"low_volume":417,"obs":252},{"bucket":"2026-07-24T00:00:00Z","avg_high":18551064,"avg_low":18222965,"high_volume":427,"low_volume":435,"obs":246},{"bucket":"2026-07-25T00:00:00Z","avg_high":18537215,"avg_low":18199463,"high_volume":546,"low_volume":426,"obs":263},{"bucket":"2026-07-26T00:00:00Z","avg_high":18437560,"avg_low":18120638,"high_volume":585,"low_volume":486,"obs":262},{"bucket":"2026-07-27T00:00:00Z","avg_high":18185848,"avg_low":17823414,"high_volume":472,"low_volume":385,"obs":248},{"bucket":"2026-07-28T00:00:00Z","avg_high":17827400,"avg_low":17429406,"high_volume":468,"low_volume":395,"obs":240},{"bucket":"2026-07-29T00:00:00Z","avg_high":17634757,"avg_low":17285005,"high_volume":332,"low_volume":371,"obs":232},{"bucket":"2026-07-30T00:00:00Z","avg_high":17407221,"avg_low":17078632,"high_volume":407,"low_volume":417,"obs":242},{"bucket":"2026-07-31T00:00:00Z","avg_high":17070639,"avg_low":16706492,"high_volume":488,"low_volume":420,"obs":239}],"resolved":{"item_id":19550,"name":"Ring of suffering"},"meta":{"grain":"1d","price_basis":"block_average","source":"5m"}}

call 15 — item_history (2026-07-31T23:13:28Z, 31ms)

params:

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

result:

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call 16 — item_history (2026-07-31T23:13:28Z, 29ms)

params:

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

result:

{"as_of":"2026-07-31T23:13:28.404672314Z","data_window":{"from":"2026-07-01T23:13:28.378621381Z","to":"2026-07-31T23:13:28.378621381Z"},"row_count":28,"rows":[{"bucket":"2026-07-01T00:00:00Z","avg_high":31275988,"avg_low":30568432,"high_volume":30,"low_volume":14,"obs":8},{"bucket":"2026-07-02T00:00:00Z","avg_high":30674906,"avg_low":30029980,"high_volume":471,"low_volume":422,"obs":236},{"bucket":"2026-07-06T00:00:00Z","avg_high":31891992,"avg_low":31409106,"high_volume":189,"low_volume":215,"obs":98},{"bucket":"2026-07-07T00:00:00Z","avg_high":31464943,"avg_low":30835945,"high_volume":497,"low_volume":388,"obs":237},{"bucket":"2026-07-08T00:00:00Z","avg_high":31803592,"avg_low":31243726,"high_volume":478,"low_volume":410,"obs":242},{"bucket":"2026-07-09T00:00:00Z","avg_high":32547046,"avg_low":31893511,"high_volume":495,"low_volume":485,"obs":252},{"bucket":"2026-07-10T00:00:00Z","avg_high":32728328,"avg_low":32170740,"high_volume":435,"low_volume":402,"obs":243},{"bucket":"2026-07-11T00:00:00Z","avg_high":32612609,"avg_low":32087081,"high_volume":522,"low_volume":418,"obs":251},{"bucket":"2026-07-12T00:00:00Z","avg_high":32411118,"avg_low":31909291,"high_volume":470,"low_volume":491,"obs":258},{"bucket":"2026-07-13T00:00:00Z","avg_high":32321079,"avg_low":31768070,"high_volume":458,"low_volume":399,"obs":241},{"bucket":"2026-07-14T00:00:00Z","avg_high":32633205,"avg_low":32087897,"high_volume":425,"low_volume":388,"obs":238},{"bucket":"2026-07-15T00:00:00Z","avg_high":32621676,"avg_low":32080423,"high_volume":426,"low_volume":385,"obs":238},{"bucket":"2026-07-16T00:00:00Z","avg_high":32979047,"avg_low":32398726,"high_volume":416,"low_volume":351,"obs":231},{"bucket":"2026-07-17T00:00:00Z","avg_high":34077756,"avg_low":33345183,"high_volume":487,"low_volume":439,"obs":246},{"bucket":"2026-07-18T00:00:00Z","avg_high":34527121,"avg_low":33899833,"high_volume":459,"low_volume":475,"obs":254},{"bucket":"2026-07-19T00:00:00Z","avg_high":35116998,"avg_low":34479489,"high_volume":488,"low_volume":459,"obs":252},{"bucket":"2026-07-20T00:00:00Z","avg_high":35086088,"avg_low":34522808,"high_volume":425,"low_volume":338,"obs":237},{"bucket":"2026-07-21T00:00:00Z","avg_high":34845109,"avg_low":34230469,"high_volume":396,"low_volume":349,"obs":232},{"bucket":"2026-07-22T00:00:00Z","avg_high":34733012,"avg_low":34187760,"high_volume":438,"low_volume":411,"obs":258},{"bucket":"2026-07-23T00:00:00Z","avg_high":34250423,"avg_low":33617663,"high_volume":451,"low_volume":361,"obs":242},{"bucket":"2026-07-24T00:00:00Z","avg_high":33937347,"avg_low":33257156,"high_volume":513,"low_volume":402,"obs":250},{"bucket":"2026-07-25T00:00:00Z","avg_high":33963917,"avg_low":33368447,"high_volume":572,"low_volume":473,"obs":252},{"bucket":"2026-07-26T00:00:00Z","avg_high":33892890,"avg_low":33387193,"high_volume":529,"low_volume":486,"obs":245},{"bucket":"2026-07-27T00:00:00Z","avg_high":33799468,"avg_low":33231813,"high_volume":413,"low_volume":437,"obs":249},{"bucket":"2026-07-28T00:00:00Z","avg_high":33826060,"avg_low":33315081,"high_volume":421,"low_volume":419,"obs":238},{"bucket":"2026-07-29T00:00:00Z","avg_high":33837653,"avg_low":33228059,"high_volume":480,"low_volume":424,"obs":254},{"bucket":"2026-07-30T00:00:00Z","avg_high":33350903,"avg_low":32719521,"high_volume":433,"low_volume":423,"obs":242},{"bucket":"2026-07-31T00:00:00Z","avg_high":33051734,"avg_low":32375453,"high_volume":477,"low_volume":453,"obs":237}],"resolved":{"item_id":13237,"name":"Pegasian boots"},"meta":{"grain":"1d","price_basis":"block_average","source":"5m"}}

call 17 — quote (2026-07-31T23:13:33Z, 4ms)

params:

{"name_or_id":"Avantoe potion (unf)"}

result:

{"as_of":"2026-07-31T23:13:33.519886973Z","data_window":{"from":"2026-07-31T23:12:00Z","to":"2026-07-31T23:12:00Z"},"row_count":1,"rows":[{"item_id":103,"name":"Avantoe potion (unf)","ts":"2026-07-31T23:12:00Z","high":1680,"high_time":"2026-07-31T23:12:48Z","high_age_s":46,"low":1601,"low_time":"2026-07-31T23:12:08Z","low_age_s":86,"margin":46,"vol5m":401}],"resolved":{"item_id":103,"name":"Avantoe potion (unf)"}}

call 18 — quote (2026-07-31T23:13:33Z, 5ms)

params:

{"name_or_id":"Cadantine potion (unf)"}

result:

{"as_of":"2026-07-31T23:13:33.525260655Z","data_window":{"from":"2026-07-31T23:11:00Z","to":"2026-07-31T23:11:00Z"},"row_count":1,"rows":[{"item_id":107,"name":"Cadantine potion (unf)","ts":"2026-07-31T23:11:00Z","high":2698,"high_time":"2026-07-31T23:07:59Z","high_age_s":335,"low":2612,"low_time":"2026-07-31T23:11:26Z","low_age_s":128,"margin":33,"vol5m":4775}],"resolved":{"item_id":107,"name":"Cadantine potion (unf)"}}

call 19 — quote (2026-07-31T23:13:33Z, 7ms)

params:

{"name_or_id":"Grimy avantoe"}

result:

{"as_of":"2026-07-31T23:13:33.531831216Z","data_window":{"from":"2026-07-31T23:12:00Z","to":"2026-07-31T23:12:00Z"},"row_count":1,"rows":[{"item_id":211,"name":"Grimy avantoe","ts":"2026-07-31T23:12:00Z","high":1333,"high_time":"2026-07-31T23:05:49Z","high_age_s":465,"low":1328,"low_time":"2026-07-31T23:12:51Z","low_age_s":43,"margin":-21,"vol5m":1766}],"resolved":{"item_id":211,"name":"Grimy avantoe"}}

call 20 — quote (2026-07-31T23:13:33Z, 7ms)

params:

{"name_or_id":"Snape grass"}

result:

{"as_of":"2026-07-31T23:13:33.538494436Z","data_window":{"from":"2026-07-31T23:12:00Z","to":"2026-07-31T23:12:00Z"},"row_count":1,"rows":[{"item_id":231,"name":"Snape grass","ts":"2026-07-31T23:12:00Z","high":1003,"high_time":"2026-07-31T23:12:51Z","high_age_s":43,"low":1003,"low_time":"2026-07-31T23:12:27Z","low_age_s":67,"margin":-20,"vol5m":10387}],"resolved":{"item_id":231,"name":"Snape grass"}}

call 21 — quote (2026-07-31T23:13:33Z, 7ms)

params:

{"name_or_id":"Fire orb"}

result:

{"as_of":"2026-07-31T23:13:33.545365857Z","data_window":{"from":"2026-07-31T23:12:00Z","to":"2026-07-31T23:12:00Z"},"row_count":1,"rows":[{"item_id":569,"name":"Fire orb","ts":"2026-07-31T23:12:00Z","high":2002,"high_time":"2026-07-31T23:08:49Z","high_age_s":285,"low":1936,"low_time":"2026-07-31T23:12:33Z","low_age_s":61,"margin":26,"vol5m":246}],"resolved":{"item_id":569,"name":"Fire orb"}}

call 22 — quote (2026-07-31T23:13:33Z, 7ms)

params:

{"name_or_id":"Ranger boots"}

result:

{"as_of":"2026-07-31T23:13:33.552352407Z","data_window":{"from":"2026-07-31T22:55:00Z","to":"2026-07-31T22:55:00Z"},"row_count":1,"rows":[{"item_id":2577,"name":"Ranger boots","ts":"2026-07-31T22:55:00Z","high":32523898,"high_time":"2026-07-31T22:37:39Z","high_age_s":2155,"low":31672455,"low_time":"2026-07-31T22:54:57Z","low_age_s":1117,"margin":200966,"vol5m":0}],"resolved":{"item_id":2577,"name":"Ranger boots"}}

call 23 — quote (2026-07-31T23:13:33Z, 7ms)

params:

{"name_or_id":"Bandos godsword"}

result:

{"as_of":"2026-07-31T23:13:33.559099737Z","data_window":{"from":"2026-07-31T23:10:00Z","to":"2026-07-31T23:10:00Z"},"row_count":1,"rows":[{"item_id":11804,"name":"Bandos godsword","ts":"2026-07-31T23:10:00Z","high":17832228,"high_time":"2026-07-31T23:08:24Z","high_age_s":310,"low":17414811,"low_time":"2026-07-31T23:09:53Z","low_age_s":221,"margin":60773,"vol5m":6}],"resolved":{"item_id":11804,"name":"Bandos godsword"}}

call 24 — quote (2026-07-31T23:13:33Z, 7ms)

params:

{"name_or_id":"Saradomin godsword"}

result:

{"as_of":"2026-07-31T23:13:33.565868298Z","data_window":{"from":"2026-07-31T23:11:00Z","to":"2026-07-31T23:11:00Z"},"row_count":1,"rows":[{"item_id":11806,"name":"Saradomin godsword","ts":"2026-07-31T23:11:00Z","high":22385335,"high_time":"2026-07-31T23:11:31Z","high_age_s":123,"low":22385335,"low_time":"2026-07-31T23:04:32Z","low_age_s":542,"margin":-447706,"vol5m":2}],"resolved":{"item_id":11806,"name":"Saradomin godsword"}}

call 25 — quote (2026-07-31T23:13:33Z, 7ms)

params:

{"name_or_id":"Zamorak godsword"}

result:

{"as_of":"2026-07-31T23:13:33.572658948Z","data_window":{"from":"2026-07-31T23:08:00Z","to":"2026-07-31T23:08:00Z"},"row_count":1,"rows":[{"item_id":11808,"name":"Zamorak godsword","ts":"2026-07-31T23:08:00Z","high":15800000,"high_time":"2026-07-31T23:08:41Z","high_age_s":293,"low":15660000,"low_time":"2026-07-31T22:39:37Z","low_age_s":2037,"margin":-176000,"vol5m":2}],"resolved":{"item_id":11808,"name":"Zamorak godsword"}}

call 26 — quote (2026-07-31T23:13:33Z, 6ms)

params:

{"name_or_id":"Spectral spirit shield"}

result:

{"as_of":"2026-07-31T23:13:33.578833399Z","data_window":{"from":"2026-07-31T23:12:00Z","to":"2026-07-31T23:12:00Z"},"row_count":1,"rows":[{"item_id":12821,"name":"Spectral spirit shield","ts":"2026-07-31T23:12:00Z","high":24088648,"high_time":"2026-07-31T22:54:20Z","high_age_s":1154,"low":23411111,"low_time":"2026-07-31T23:12:22Z","low_age_s":72,"margin":195765,"vol5m":1}],"resolved":{"item_id":12821,"name":"Spectral spirit shield"}}

call 27 — top_flips (2026-07-31T23:13:40Z, 730ms)

params:

{"limit":30,"max_age":"10min","min_vol24h":100000,"min_volume":50,"sort_by":"profit_per_limit"}

result:

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… (truncated, 8519 bytes total)

call 28 — item_history (2026-07-31T23:13:41Z, 10ms)

params:

{"grain":"15min","lookback":"48h","name_or_id":"Avantoe potion (unf)","source":"5m"}

result:

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… (truncated, 19361 bytes total)

call 29 — item_history (2026-07-31T23:13:41Z, 10ms)

params:

{"grain":"15min","lookback":"48h","name_or_id":"Cadantine potion (unf)","source":"5m"}

result:

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… (truncated, 20523 bytes total)

call 30 — item_history (2026-07-31T23:13:41Z, 11ms)

params:

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

result:

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… (truncated, 21195 bytes total)

call 31 — item_history (2026-07-31T23:13:41Z, 8ms)

params:

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

result:

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… (truncated, 21092 bytes total)

call 32 — item_history (2026-07-31T23:13:41Z, 8ms)

params:

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

result:

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… (truncated, 20988 bytes total)

call 33 — item_history (2026-07-31T23:13:41Z, 15ms)

params:

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

result:

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call 34 — item_history (2026-07-31T23:13:41Z, 21ms)

params:

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

result:

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call 35 — item_history (2026-07-31T23:13:41Z, 22ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"Spectral spirit shield","source":"5m"}

result:

{"as_of":"2026-07-31T23:13:41.413619776Z","data_window":{"from":"2026-07-01T23:13:41.395431622Z","to":"2026-07-31T23:13:41.395431622Z"},"row_count":28,"rows":[{"bucket":"2026-07-01T00:00:00Z","avg_high":25912432,"avg_low":25375446,"high_volume":7,"low_volume":6,"obs":3},{"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":24295771,"avg_low":23721384,"high_volume":202,"low_volume":192,"obs":166}],"resolved":{"item_id":12821,"name":"Spectral spirit shield"},"meta":{"grain":"1d","price_basis":"block_average","source":"5m"}}

call 36 — item_history (2026-07-31T23:13:41Z, 30ms)

params:

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

result:

{"as_of":"2026-07-31T23:13:41.443493704Z","data_window":{"from":"2026-07-01T23:13:41.416984622Z","to":"2026-07-31T23:13:41.416984622Z"},"row_count":28,"rows":[{"bucket":"2026-07-01T00:00:00Z","avg_high":17408622,"avg_low":17091249,"high_volume":29,"low_volume":29,"obs":8},{"bucket":"2026-07-02T00:00:00Z","avg_high":17156917,"avg_low":16792885,"high_volume":731,"low_volume":623,"obs":250},{"bucket":"2026-07-06T00:00:00Z","avg_high":17465392,"avg_low":17191153,"high_volume":345,"low_volume":345,"obs":109},{"bucket":"2026-07-07T00:00:00Z","avg_high":17311728,"avg_low":16997625,"high_volume":821,"low_volume":720,"obs":268},{"bucket":"2026-07-08T00:00:00Z","avg_high":17100897,"avg_low":16779080,"high_volume":805,"low_volume":764,"obs":273},{"bucket":"2026-07-09T00:00:00Z","avg_high":17354720,"avg_low":17062193,"high_volume":705,"low_volume":764,"obs":268},{"bucket":"2026-07-10T00:00:00Z","avg_high":17792025,"avg_low":17422068,"high_volume":838,"low_volume":841,"obs":279},{"bucket":"2026-07-11T00:00:00Z","avg_high":18169163,"avg_low":17859259,"high_volume":851,"low_volume":928,"obs":279},{"bucket":"2026-07-12T00:00:00Z","avg_high":18655431,"avg_low":18304636,"high_volume":934,"low_volume":1000,"obs":284},{"bucket":"2026-07-13T00:00:00Z","avg_high":18580468,"avg_low":18298526,"high_volume":752,"low_volume":730,"obs":270},{"bucket":"2026-07-14T00:00:00Z","avg_high":18475965,"avg_low":18184987,"high_volume":759,"low_volume":669,"obs":275},{"bucket":"2026-07-15T00:00:00Z","avg_high":18174687,"avg_low":17813786,"high_volume":833,"low_volume":764,"obs":277},{"bucket":"2026-07-16T00:00:00Z","avg_high":18083581,"avg_low":17808199,"high_volume":710,"low_volume":704,"obs":273},{"bucket":"2026-07-17T00:00:00Z","avg_high":18215750,"avg_low":17942125,"high_volume":728,"low_volume":668,"obs":275},{"bucket":"2026-07-18T00:00:00Z","avg_high":18368332,"avg_low":18055104,"high_volume":999,"low_volume":917,"obs":281},{"bucket":"2026-07-19T00:00:00Z","avg_high":18838232,"avg_low":18446108,"high_volume":996,"low_volume":879,"obs":285},{"bucket":"2026-07-20T00:00:00Z","avg_high":18699948,"avg_low":18424370,"high_volume":674,"low_volume":656,"obs":271},{"bucket":"2026-07-21T00:00:00Z","avg_high":18962155,"avg_low":18661532,"high_volume":789,"low_volume":671,"obs":269},{"bucket":"2026-07-22T00:00:00Z","avg_high":18909268,"avg_low":18607319,"high_volume":760,"low_volume":812,"obs":281},{"bucket":"2026-07-23T00:00:00Z","avg_high":18686577,"avg_low":18373851,"high_volume":801,"low_volume":733,"obs":271},{"bucket":"2026-07-24T00:00:00Z","avg_high":18702997,"avg_low":18387097,"high_volume":727,"low_volume":760,"obs":272},{"bucket":"2026-07-25T00:00:00Z","avg_high":18681060,"avg_low":18406658,"high_volume":822,"low_volume":767,"obs":271},{"bucket":"2026-07-26T00:00:00Z","avg_high":18841448,"avg_low":18556965,"high_volume":884,"low_volume":858,"obs":276},{"bucket":"2026-07-27T00:00:00Z","avg_high":18673905,"avg_low":18367343,"high_volume":780,"low_volume":716,"obs":278},{"bucket":"2026-07-28T00:00:00Z","avg_high":18618826,"avg_low":18325858,"high_volume":769,"low_volume":768,"obs":268},{"bucket":"2026-07-29T00:00:00Z","avg_high":18473800,"avg_low":18175755,"high_volume":787,"low_volume":884,"obs":272},{"bucket":"2026-07-30T00:00:00Z","avg_high":18080693,"avg_low":17726461,"high_volume":798,"low_volume":734,"obs":270},{"bucket":"2026-07-31T00:00:00Z","avg_high":18024055,"avg_low":17640490,"high_volume":913,"low_volume":796,"obs":274}],"resolved":{"item_id":11804,"name":"Bandos godsword"},"meta":{"grain":"1d","price_basis":"block_average","source":"5m"}}

call 37 — quote (2026-07-31T23:13:54Z, 8ms)

params:

{"name_or_id":"Earth battlestaff"}

result:

{"as_of":"2026-07-31T23:13:54.128778826Z","data_window":{"from":"2026-07-31T23:12:00Z","to":"2026-07-31T23:12:00Z"},"row_count":1,"rows":[{"item_id":1399,"name":"Earth battlestaff","ts":"2026-07-31T23:12:00Z","high":8699,"high_time":"2026-07-31T23:04:25Z","high_age_s":569,"low":8425,"low_time":"2026-07-31T23:12:06Z","low_age_s":108,"margin":101,"vol5m":427}],"resolved":{"item_id":1399,"name":"Earth battlestaff"}}

call 38 — quote (2026-07-31T23:13:54Z, 7ms)

params:

{"name_or_id":"Eclectic impling jar"}

result:

{"as_of":"2026-07-31T23:13:54.135776946Z","data_window":{"from":"2026-07-31T23:10:00Z","to":"2026-07-31T23:10:00Z"},"row_count":1,"rows":[{"item_id":11248,"name":"Eclectic impling jar","ts":"2026-07-31T23:10:00Z","high":4680,"high_time":"2026-07-31T23:10:16Z","high_age_s":218,"low":4516,"low_time":"2026-07-31T23:07:15Z","low_age_s":399,"margin":71,"vol5m":1164}],"resolved":{"item_id":11248,"name":"Eclectic impling jar"}}

call 39 — quote (2026-07-31T23:13:54Z, 7ms)

params:

{"name_or_id":"Araxyte venom sac"}

result:

{"as_of":"2026-07-31T23:13:54.142589386Z","data_window":{"from":"2026-07-31T23:12:00Z","to":"2026-07-31T23:12:00Z"},"row_count":1,"rows":[{"item_id":29784,"name":"Araxyte venom sac","ts":"2026-07-31T23:12:00Z","high":1400,"high_time":"2026-07-31T23:12:09Z","high_age_s":105,"low":1303,"low_time":"2026-07-31T23:11:12Z","low_age_s":162,"margin":69,"vol5m":3041}],"resolved":{"item_id":29784,"name":"Araxyte venom sac"}}

call 40 — quote (2026-07-31T23:13:54Z, 7ms)

params:

{"name_or_id":"Expeditious bracelet"}

result:

{"as_of":"2026-07-31T23:13:54.149716176Z","data_window":{"from":"2026-07-31T23:11:00Z","to":"2026-07-31T23:11:00Z"},"row_count":1,"rows":[{"item_id":21177,"name":"Expeditious bracelet","ts":"2026-07-31T23:11:00Z","high":1299,"high_time":"2026-07-31T23:11:11Z","high_age_s":163,"low":1215,"low_time":"2026-07-31T23:04:56Z","low_age_s":538,"margin":59,"vol5m":140}],"resolved":{"item_id":21177,"name":"Expeditious bracelet"}}

call 41 — quote (2026-07-31T23:13:54Z, 7ms)

params:

{"name_or_id":"Ruby dragon bolts"}

result:

{"as_of":"2026-07-31T23:13:54.157155395Z","data_window":{"from":"2026-07-31T23:11:00Z","to":"2026-07-31T23:11:00Z"},"row_count":1,"rows":[{"item_id":21967,"name":"Ruby dragon bolts","ts":"2026-07-31T23:11:00Z","high":2890,"high_time":"2026-07-31T23:11:32Z","high_age_s":142,"low":2769,"low_time":"2026-07-31T23:11:38Z","low_age_s":136,"margin":64,"vol5m":12102}],"resolved":{"item_id":21967,"name":"Ruby dragon bolts"}}

call 42 — quote (2026-07-31T23:13:54Z, 7ms)

params:

{"name_or_id":"Antidote++(4)"}

result:

{"as_of":"2026-07-31T23:13:54.164125096Z","data_window":{"from":"2026-07-31T23:12:00Z","to":"2026-07-31T23:12:00Z"},"row_count":1,"rows":[{"item_id":5952,"name":"Antidote++(4)","ts":"2026-07-31T23:12:00Z","high":8833,"high_time":"2026-07-31T23:10:10Z","high_age_s":224,"low":8492,"low_time":"2026-07-31T23:12:05Z","low_age_s":109,"margin":165,"vol5m":102}],"resolved":{"item_id":5952,"name":"Antidote++(4)"}}

call 43 — quote (2026-07-31T23:13:54Z, 7ms)

params:

{"name_or_id":"Raw anglerfish"}

result:

{"as_of":"2026-07-31T23:13:54.170908606Z","data_window":{"from":"2026-07-31T23:12:00Z","to":"2026-07-31T23:12:00Z"},"row_count":1,"rows":[{"item_id":13439,"name":"Raw anglerfish","ts":"2026-07-31T23:12:00Z","high":2113,"high_time":"2026-07-31T23:09:49Z","high_age_s":245,"low":2044,"low_time":"2026-07-31T23:12:22Z","low_age_s":92,"margin":27,"vol5m":13256}],"resolved":{"item_id":13439,"name":"Raw anglerfish"}}

call 44 — quote (2026-07-31T23:13:54Z, 7ms)

params:

{"name_or_id":"Blighted super restore(4)"}

result:

{"as_of":"2026-07-31T23:13:54.177460077Z","data_window":{"from":"2026-07-31T23:12:00Z","to":"2026-07-31T23:12:00Z"},"row_count":1,"rows":[{"item_id":24598,"name":"Blighted super restore(4)","ts":"2026-07-31T23:12:00Z","high":2799,"high_time":"2026-07-31T23:12:33Z","high_age_s":81,"low":2548,"low_time":"2026-07-31T23:10:36Z","low_age_s":198,"margin":196,"vol5m":2659}],"resolved":{"item_id":24598,"name":"Blighted super restore(4)"}}

call 45 — quote (2026-07-31T23:13:54Z, 4ms)

params:

{"name_or_id":"Diamond bolts"}

result:

{"as_of":"2026-07-31T23:13:54.181221171Z","data_window":{"from":"2026-07-31T23:12:00Z","to":"2026-07-31T23:12:00Z"},"row_count":1,"rows":[{"item_id":9340,"name":"Diamond bolts","ts":"2026-07-31T23:12:00Z","high":336,"high_time":"2026-07-31T23:12:45Z","high_age_s":69,"low":296,"low_time":"2026-07-31T23:12:43Z","low_age_s":71,"margin":34,"vol5m":20500}],"resolved":{"item_id":9340,"name":"Diamond bolts"}}

call 46 — quote (2026-07-31T23:13:54Z, 3ms)

params:

{"name_or_id":"Moonlight antler bolts"}

result:

{"as_of":"2026-07-31T23:13:54.184004708Z","data_window":{"from":"2026-07-31T23:10:00Z","to":"2026-07-31T23:10:00Z"},"row_count":1,"rows":[{"item_id":28878,"name":"Moonlight antler bolts","ts":"2026-07-31T23:10:00Z","high":333,"high_time":"2026-07-31T23:10:32Z","high_age_s":202,"low":294,"low_time":"2026-07-31T23:09:20Z","low_age_s":274,"margin":33,"vol5m":3859}],"resolved":{"item_id":28878,"name":"Moonlight antler bolts"}}

call 47 — item_history (2026-07-31T23:13:54Z, 30ms)

params:

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

result:

{"as_of":"2026-07-31T23:13:54.213698626Z","data_window":{"from":"2026-07-01T23:13:54.186433994Z","to":"2026-07-31T23:13:54.186433994Z"},"row_count":28,"rows":[{"bucket":"2026-07-01T00:00:00Z","avg_high":8710,"avg_low":8688,"high_volume":750,"low_volume":5936,"obs":8},{"bucket":"2026-07-02T00:00:00Z","avg_high":8735,"avg_low":8699,"high_volume":108651,"low_volume":170408,"obs":258},{"bucket":"2026-07-06T00:00:00Z","avg_high":8719,"avg_low":8664,"high_volume":36837,"low_volume":67770,"obs":110},{"bucket":"2026-07-07T00:00:00Z","avg_high":8719,"avg_low":8678,"high_volume":127118,"low_volume":145534,"obs":281},{"bucket":"2026-07-08T00:00:00Z","avg_high":8737,"avg_low":8710,"high_volume":116488,"low_volume":174141,"obs":284},{"bucket":"2026-07-09T00:00:00Z","avg_high":8725,"avg_low":8693,"high_volume":95904,"low_volume":138931,"obs":286},{"bucket":"2026-07-10T00:00:00Z","avg_high":8754,"avg_low":8728,"high_volume":94735,"low_volume":222986,"obs":286},{"bucket":"2026-07-11T00:00:00Z","avg_high":8745,"avg_low":8723,"high_volume":131920,"low_volume":197243,"obs":288},{"bucket":"2026-07-12T00:00:00Z","avg_high":8740,"avg_low":8692,"high_volume":111431,"low_volume":207366,"obs":288},{"bucket":"2026-07-13T00:00:00Z","avg_high":8766,"avg_low":8723,"high_volume":88714,"low_volume":210805,"obs":283},{"bucket":"2026-07-14T00:00:00Z","avg_high":8733,"avg_low":8689,"high_volume":162457,"low_volume":208963,"obs":286},{"bucket":"2026-07-15T00:00:00Z","avg_high":8732,"avg_low":8718,"high_volume":98820,"low_volume":276998,"obs":287},{"bucket":"2026-07-16T00:00:00Z","avg_high":8761,"avg_low":8732,"high_volume":112675,"low_volume":233430,"obs":288},{"bucket":"2026-07-17T00:00:00Z","avg_high":8836,"avg_low":8776,"high_volume":140174,"low_volume":216846,"obs":286},{"bucket":"2026-07-18T00:00:00Z","avg_high":8763,"avg_low":8718,"high_volume":125364,"low_volume":148523,"obs":287},{"bucket":"2026-07-19T00:00:00Z","avg_high":8797,"avg_low":8769,"high_volume":93025,"low_volume":175864,"obs":287},{"bucket":"2026-07-20T00:00:00Z","avg_high":8781,"avg_low":8750,"high_volume":122726,"low_volume":251397,"obs":286},{"bucket":"2026-07-21T00:00:00Z","avg_high":8760,"avg_low":8718,"high_volume":109239,"low_volume":199725,"obs":284},{"bucket":"2026-07-22T00:00:00Z","avg_high":8721,"avg_low":8680,"high_volume":145252,"low_volume":268327,"obs":286},{"bucket":"2026-07-23T00:00:00Z","avg_high":8745,"avg_low":8706,"high_volume":107489,"low_volume":213950,"obs":282},{"bucket":"2026-07-24T00:00:00Z","avg_high":8746,"avg_low":8725,"high_volume":73784,"low_volume":246988,"obs":287},{"bucket":"2026-07-25T00:00:00Z","avg_high":8719,"avg_low":8688,"high_volume":131085,"low_volume":210248,"obs":286},{"bucket":"2026-07-26T00:00:00Z","avg_high":8708,"avg_low":8686,"high_volume":127310,"low_volume":263734,"obs":288},{"bucket":"2026-07-27T00:00:00Z","avg_high":8720,"avg_low":8706,"high_volume":95320,"low_volume":292953,"obs":288},{"bucket":"2026-07-28T00:00:00Z","avg_high":8724,"avg_low":8690,"high_volume":156279,"low_volume":169078,"obs":282},{"bucket":"2026-07-29T00:00:00Z","avg_high":8708,"avg_low":8688,"high_volume":89546,"low_volume":176486,"obs":286},{"bucket":"2026-07-30T00:00:00Z","avg_high":8718,"avg_low":8719,"high_volume":76843,"low_volume":193737,"obs":288},{"bucket":"2026-07-31T00:00:00Z","avg_high":8735,"avg_low":8700,"high_volume":77828,"low_volume":181754,"obs":278}],"resolved":{"item_id":1399,"name":"Earth battlestaff"},"meta":{"grain":"1d","price_basis":"block_average","source":"5m"}}

call 48 — item_history (2026-07-31T23:13:54Z, 26ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"Eclectic impling jar","source":"5m"}

result:

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call 49 — item_history (2026-07-31T23:13:54Z, 30ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"Araxyte venom sac","source":"5m"}

result:

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call 50 — item_history (2026-07-31T23:13:54Z, 27ms)

params:

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

result:

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call 51 — item_history (2026-07-31T23:13:54Z, 21ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"Ruby dragon bolts","source":"5m"}

result:

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call 52 — item_history (2026-07-31T23:13:54Z, 31ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"Antidote++(4)","source":"5m"}

result:

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call 53 — item_history (2026-07-31T23:14:02Z, 11ms)

params:

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

result:

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… (truncated, 21035 bytes total)

call 54 — item_history (2026-07-31T23:14:02Z, 12ms)

params:

{"grain":"15min","lookback":"48h","name_or_id":"Ruby dragon bolts","source":"5m"}

result:

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… (truncated, 18316 bytes total)

call 55 — item_history (2026-07-31T23:14:02Z, 13ms)

params:

{"grain":"15min","lookback":"48h","name_or_id":"Antidote++(4)","source":"5m"}

result:

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… (truncated, 20991 bytes total)

call 56 — item_history (2026-07-31T23:14:02Z, 37ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"Avantoe potion (unf)","source":"5m"}

result:

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call 57 — item_history (2026-07-31T23:14:02Z, 26ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"Cadantine potion (unf)","source":"5m"}

result:

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call 58 — top_flips (2026-07-31T23:14:20Z, 721ms)

params:

{"limit":20,"max_age":"10min","min_price":10000000,"min_vol24h":200,"min_volume":10,"sort_by":"profit_per_limit"}

result:

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call 59 — item_history (2026-07-31T23:14:20Z, 16ms)

params:

{"grain":"1h","lookback":"7d","name_or_id":"Earth battlestaff","source":"5m"}

result:

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… (truncated, 19062 bytes total)

call 60 — item_history (2026-07-31T23:14:20Z, 12ms)

params:

{"grain":"1h","lookback":"7d","name_or_id":"Ruby dragon bolts","source":"5m"}

result:

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… (truncated, 18983 bytes total)

call 61 — seasonality (2026-07-31T23:14:20Z, 120ms)

params:

{"dimension":"how","name_or_id":"Earth battlestaff"}

result:

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… (truncated, 18952 bytes total)

call 62 — seasonality (2026-07-31T23:14:20Z, 58ms)

params:

{"dimension":"how","name_or_id":"Ruby dragon bolts"}

result:

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… (truncated, 18849 bytes total)

call 63 — liquidity (2026-07-31T23:14:20Z, 3ms)

params:

{"name_or_id":"Earth battlestaff","window":"1h"}

result:

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call 64 — liquidity (2026-07-31T23:14:20Z, 3ms)

params:

{"name_or_id":"Ruby dragon bolts","window":"1h"}

result:

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call 65 — item_history (2026-07-31T23:14:20Z, 32ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"Antidote++(4)","source":"5m"}

result:

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call 66 — quote (2026-07-31T23:14:34Z, 5ms)

params:

{"name_or_id":"Osmumten's fang"}

result:

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call 67 — quote (2026-07-31T23:14:34Z, 7ms)

params:

{"name_or_id":"Dragon warhammer"}

result:

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call 68 — item_history (2026-07-31T23:14:34Z, 52ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"Osmumten's fang","source":"5m"}

result:

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call 69 — item_history (2026-07-31T23:14:34Z, 31ms)

params:

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

result:

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call 70 — item_history (2026-07-31T23:14:34Z, 9ms)

params:

{"grain":"15min","lookback":"48h","name_or_id":"Osmumten's fang","source":"5m"}

result:

{"as_of":"2026-07-31T23:14:34.341948847Z","data_window":{"from":"2026-07-29T23:14:34.33991611Z","to":"2026-07-31T23:14:34.33991611Z"},"row_count":192,"rows":[{"bucket":"2026-07-29T23:15:00Z","avg_high":16856539,"avg_low":16436105,"high_volume":18,"low_volume":12,"obs":3},{"bucket":"2026-07-29T23:30:00Z","avg_high":16840946,"avg_low":16626779,"high_volume":23,"low_volume":13,"obs":3},{"bucket":"2026-07-29T23:45:00Z","avg_high":16912155,"avg_low":16626427,"high_volume":14,"low_volume":27,"obs":3},{"bucket":"2026-07-30T00:00:00Z","avg_high":16905817,"avg_low":16717524,"high_volume":14,"low_volume":18,"obs":3},{"bucket":"2026-07-30T00:15:00Z","avg_high":16955692,"avg_low":16633670,"high_volume":27,"low_volume":12,"obs":3},{"bucket":"2026-07-30T00:30:00Z","avg_high":17374398,"avg_low":16948642,"high_volume":16,"low_volume":19,"obs":3},{"bucket":"2026-07-30T00:45:00Z","avg_high":17333517,"avg_low":16800699,"high_volume":13,"low_volume":35,"obs":3},{"bucket":"2026-07-30T01:00:00Z","avg_high":17038537,"avg_low":16847323,"high_volume":14,"low_volume":27,"obs":3},{"bucket":"2026-07-30T01:15:00Z","avg_high":16956457,"avg_low":16625791,"high_volume":22,"low_volume":27,"obs":3},{"bucket":"2026-07-30T01:30:00Z","avg_high":16938222,"avg_low":16599596,"high_volume":24,"low_volume":19,"obs":3},{"bucket":"2026-07-30T01:45:00Z","avg_high":16935742,"avg_low":16546614,"high_volume":34,"low_volume":31,"obs":3},{"bucket":"2026-07-30T02:00:00Z","avg_high":16899201,"avg_low":16598456,"high_volume":19,"low_volume":26,"obs":3},{"bucket":"2026-07-30T02:15:00Z","avg_high":16897757,"avg_low":16558345,"high_volume":19,"low_volume":23,"obs":3},{"bucket":"2026-07-30T02:30:00Z","avg_high":16883120,"avg_low":16542554,"high_volume":20,"low_volume":21,"obs":3},{"bucket":"2026-07-30T02:45:00Z","avg_high":16853609,"avg_low":16477512,"high_volume":14,"low_volume":7,"obs":3},{"bucket":"2026-07-30T03:00:00Z","avg_high":16883831,"avg_low":16493509,"high_volume":21,"low_volume":15,"obs":3},{"bucket":"2026-07-30T03:15:00Z","avg_high":16930854,"avg_low":16592266,"high_volume":19,"low_volume":8,"obs":3},{"bucket":"2026-07-30T03:30:00Z","avg_high":16890817,"avg_low":16553769,"high_volume":26,"low_volume":11,"obs":3},{"bucket":"2026-07-30T03:45:00Z","avg_high":16931366,"avg_low":16526465,"high_volume":19,"low_volume":15,"obs":3},{"bucket":"2026-07-30T04:00:00Z","avg_high":16924054,"avg_low":16593833,"high_volume":6,"low_volume":16,"obs":3},{"bucket":"2026-07-30T04:15:00Z","avg_high":16959790,"avg_low":16609300,"high_volume":3,"low_volume":14,"obs":3},{"bucket":"2026-07-30T04:30:00Z","avg_high":16860955,"avg_low":16512410,"high_volume":16,"low_volume":16,"obs":3},{"bucket":"2026-07-30T04:45:00Z","avg_high":16899579,"avg_low":16573014,"high_volume":7,"low_volume":13,"obs":3},{"bucket":"2026-07-30T05:00:00Z","avg_high":16957150,"avg_low":16555449,"high_volume":15,"low_volume":9,"obs":3},{"bucket":"2026-07-30T05:15:00Z","avg_high":16934017,"avg_low":16578903,"high_volume":12,"low_volume":22,"obs":3},{"bucket":"2026-07-30T05:30:00Z","avg_high":16926477,"avg_low":16603679,"high_volume":11,"low_volume":17,"obs":3},{"bucket":"2026-07-30T05:45:00Z","avg_high":16756000,"avg_low":16557349,"high_volume":4,"low_volume":5,"obs":3},{"bucket":"2026-07-30T06:00:00Z","avg_high":16946278,"avg_low":16590981,"high_volume":21,"low_volume":12,"obs":3},{"bucket":"2026-07-30T06:15:00Z","avg_high":16928389,"avg_low":16558876,"high_volume":10,"low_volume":10,"obs":3},{"bucket":"2026-07-30T06:30:00Z","avg_high":16858226,"avg_low":16601484,"high_volume":5,"low_volume":15,"obs":3},{"bucket":"2026-07-30T06:45:00Z","avg_high":17001454,"avg_low":16630136,"high_volume":13,"low_volume":12,"obs":3},{"bucket":"2026-07-30T07:00:00Z","avg_high":17049438,"avg_low":16812590,"high_volume":3,"low_volume":9,"obs":3},{"bucket":"2026-07-30T07:15:00Z","avg_high":17102827,"avg_low":16740705,"high_volume":6,"low_volume":10,"obs":3},{"bucket":"2026-07-30T07:30:00Z","avg_high":16967685,"avg_low":16684831,"high_volume":6,"low
… (truncated, 22044 bytes total)

call 71 — item_history (2026-07-31T23:14:34Z, 7ms)

params:

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

result:

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… (truncated, 22006 bytes total)

call 72 — screen (2026-07-31T23:14:43Z, 374ms)

params:

{"limit":25,"metric":"range_position","min_obs":50,"min_price":10000000}

result:

{"as_of":"2026-07-31T23:14:44.270911751Z","data_window":{"from":"2026-07-24T23:14:43.897080831Z","to":"2026-07-31T23:14:43.897080831Z"},"row_count":0,"rows":[],"note":"no items pass the gates in window","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":"7d"}}

call 73 — screen (2026-07-31T23:14:44Z, 50ms)

params:

{"limit":25,"metric":"persistence","min_obs":50}

result:

{"as_of":"2026-07-31T23:14:44.320268442Z","data_window":{"from":"2026-07-31T21:14:44.271346001Z","to":"2026-07-31T23:14:44.271346001Z"},"row_count":25,"rows":[{"item_id":32892,"name":"Cupronickel bar","obs":110,"pct_flippable":1},{"item_id":11085,"name":"Ruby bracelet","obs":54,"pct_flippable":1},{"item_id":19631,"name":"Ape atoll teleport (tablet)","obs":52,"pct_flippable":1},{"item_id":25778,"name":"Infernal ashes","obs":83,"pct_flippable":1},{"item_id":143,"name":"Prayer potion(1)","obs":52,"pct_flippable":1},{"item_id":303,"name":"Small fishing net","obs":58,"pct_flippable":1},{"item_id":19615,"name":"Draynor manor teleport (tablet)","obs":62,"pct_flippable":1},{"item_id":32008,"name":"Mithril keel parts","obs":55,"pct_flippable":1},{"item_id":1357,"name":"Adamant axe","obs":75,"pct_flippable":1},{"item_id":29286,"name":"Mixed hide boots","obs":74,"pct_flippable":1},{"item_id":28790,"name":"Kourend castle teleport (tablet)","obs":71,"pct_flippable":1},{"item_id":1823,"name":"Waterskin(4)","obs":60,"pct_flippable":1},{"item_id":4698,"name":"Mud rune","obs":81,"pct_flippable":0.99},{"item_id":1448,"name":"Mind talisman","obs":51,"pct_flippable":0.98},{"item_id":27629,"name":"Forgotten brew(4)","obs":61,"pct_flippable":0.98},{"item_id":25416,"name":"Bloodbark legs","obs":59,"pct_flippable":0.98},{"item_id":21177,"name":"Expeditious bracelet","obs":66,"pct_flippable":0.98},{"item_id":5319,"name":"Onion seed","obs":50,"pct_flippable":0.98},{"item_id":20727,"name":"Leaf-bladed battleaxe","obs":82,"pct_flippable":0.98},{"item_id":4738,"name":"Karil's leatherskirt","obs":53,"pct_flippable":0.98},{"item_id":10103,"name":"Kyatt fur","obs":54,"pct_flippable":0.98},{"item_id":1741,"name":"Leather","obs":104,"pct_flippable":0.98},{"item_id":7208,"name":"Wild pie","obs":51,"pct_flippable":0.98},{"item_id":1071,"name":"Mithril platelegs","obs":83,"pct_flippable":0.98},{"item_id":1211,"name":"Adamant dagger","obs":61,"pct_flippable":0.98}],"meta":{"metric":"persistence","window":"2h"}}

call 74 — screen (2026-07-31T23:14:44Z, 65ms)

params:

{"limit":15,"metric":"volatility","min_obs":50}

result:

{"as_of":"2026-07-31T23:14:44.38517525Z","data_window":{"from":"2026-07-31T21:14:44.32114893Z","to":"2026-07-31T23:14:44.32114893Z"},"row_count":15,"rows":[{"cv":1.1039,"item_id":2003,"name":"Stew","obs":68},{"cv":0.6013,"item_id":1129,"name":"Leather body","obs":53},{"cv":0.5194,"item_id":5283,"name":"Apple tree seed","obs":72},{"cv":0.5193,"item_id":1169,"name":"Coif","obs":60},{"cv":0.4638,"item_id":1061,"name":"Leather boots","obs":66},{"cv":0.419,"item_id":1355,"name":"Mithril axe","obs":63},{"cv":0.4055,"item_id":1095,"name":"Leather chaps","obs":70},{"cv":0.3897,"item_id":2007,"name":"Spice","obs":52},{"cv":0.3421,"item_id":7936,"name":"Pure essence","obs":103},{"cv":0.3309,"item_id":1265,"name":"Bronze pickaxe","obs":52},{"cv":0.3281,"item_id":5323,"name":"Strawberry seed","obs":50},{"cv":0.3176,"item_id":1059,"name":"Leather gloves","obs":71},{"cv":0.308,"item_id":401,"name":"Seaweed","obs":58},{"cv":0.271,"item_id":5297,"name":"Irit seed","obs":80},{"cv":0.2609,"item_id":10099,"name":"Graahk fur","obs":68}],"meta":{"metric":"volatility","price_proxy":"coalesce(high,low) — cv includes spread bounce","window":"2h"}}

call 75 — screen (2026-07-31T23:14:50Z, 2.773s)

params:

{"limit":25,"metric":"range_position","min_obs":100,"min_price":50,"window":"30d"}

result:

{"as_of":"2026-07-31T23:14:53.220116166Z","data_window":{"from":"2026-07-01T23:14:50.448634889Z","to":"2026-07-31T23:14:50.448634889Z"},"row_count":25,"rows":[{"cur_price":151,"item_id":28896,"name":"Rum","obs":5812,"range_high":500000,"range_low":28,"range_pos":0,"range_width_pct":1785614.3,"vol5m":132},{"cur_price":185,"item_id":817,"name":"Rune dart(p)","obs":9458,"range_high":49000,"range_low":100,"range_pos":0.002,"range_width_pct":48900,"vol5m":216},{"cur_price":5747,"item_id":31475,"name":"Bolt of canvas","obs":24398,"range_high":187760,"range_low":2043,"range_pos":0.02,"range_width_pct":9090.4,"vol5m":216},{"cur_price":2999,"item_id":32892,"name":"Cupronickel bar","obs":27971,"range_high":75000,"range_low":1000,"range_pos":0.027,"range_width_pct":7400,"vol5m":104},{"cur_price":11034,"item_id":1615,"name":"Dragonstone","obs":34648,"range_high":30000,"range_low":10500,"range_pos":0.027,"range_width_pct":185.7,"vol5m":609},{"cur_price":2198,"item_id":33595,"name":"Seeking dragon arrow","obs":30579,"range_high":5300,"range_low":2110,"range_pos":0.028,"range_width_pct":151.2,"vol5m":19746},{"cur_price":82,"item_id":33651,"name":"Stymphike feather","obs":17526,"range_high":2555,"range_low":2,"range_pos":0.031,"range_width_pct":127650,"vol5m":441},{"cur_price":81,"item_id":43,"name":"Adamant arrowtips","obs":15255,"range_high":214,"range_low":76,"range_pos":0.036,"range_width_pct":181.6,"vol5m":5479},{"cur_price":691,"item_id":31472,"name":"Bolt of linen","obs":14464,"range_high":9999,"range_low":300,"range_pos":0.04,"range_width_pct":3233,"vol5m":131},{"cur_price":87,"item_id":5498,"name":"Orange sapling","obs":2423,"range_high":2000,"range_low":1,"range_pos":0.043,"range_width_pct":199900,"vol5m":105},{"cur_price":180,"item_id":2136,"name":"Raw bear meat","obs":10776,"range_high":4000,"range_low":2,"range_pos":0.045,"range_width_pct":199900,"vol5m":102},{"cur_price":93,"item_id":806,"name":"Bronze dart","obs":7451,"range_high":1999,"range_low":1,"range_pos":0.046,"range_width_pct":199800,"vol5m":2422},{"cur_price":1700,"item_id":11237,"name":"Dragon arrowtips","obs":35909,"range_high":4550,"range_low":1550,"range_pos":0.05,"range_width_pct":193.5,"vol5m":9004},{"cur_price":2279,"item_id":215,"name":"Grimy cadantine","obs":36217,"range_high":2824,"range_low":2250,"range_pos":0.051,"range_width_pct":25.5,"vol5m":641},{"cur_price":11499,"item_id":6729,"name":"Dagannoth bones","obs":14371,"range_high":13660,"range_low":11380,"range_pos":0.052,"range_width_pct":20,"vol5m":647},{"cur_price":1950,"item_id":157,"name":"Super strength(3)","obs":10516,"range_high":2500,"range_low":1917,"range_pos":0.057,"range_width_pct":30.4,"vol5m":300},{"cur_price":61,"item_id":9379,"name":"Mithril bolts (unf)","obs":896,"range_high":400,"range_low":38,"range_pos":0.064,"range_width_pct":952.6,"vol5m":2000},{"cur_price":3990,"item_id":22804,"name":"Dragon knife","obs":9834,"range_high":6085,"range_low":3839,"range_pos":0.067,"range_width_pct":58.5,"vol5m":1608},{"cur_price":1000,"item_id":8008,"name":"Lumbridge teleport (tablet)","obs":27132,"range_high":7203,"range_low":543,"range_pos":0.069,"range_width_pct":1226.5,"vol5m":208},{"cur_price":180,"item_id":201,"name":"Grimy marrentill","obs":21559,"range_high":699,"range_low":140,"range_pos":0.072,"range_width_pct":399.3,"vol5m":186},{"cur_price":220,"item_id":31912,"name":"Adamant cannonball","obs":20176,"range_high":459,"range_low":200,"range_pos":0.077,"range_width_pct":129.5,"vol5m":1360},{"cur_price":618,"item_id":660,"name":"Blue hat","obs":626,"range_high":6000,"range_low":165,"range_pos":0.078,"range_width_pct":3536.4,"vol5m":193},{"cur_price":2500,"item_id":32889,"name":"Lead bar","obs":32397,"range_high":20000,"range_low":873,"range_pos":0.085,"range_width_pct":2191,"vol5m":448},{"cur_price":1231,"item_id":33663,"name":"Venator tooth","obs":7987,"range_high":4000,"range_low":950,"range_pos":0.092,"range_width_pct":321.1,"vol5m":874},{"cur_price":1299,"item_id":21177,"name":"Expeditious b
… (truncated, 4284 bytes total)

call 76 — quote (2026-07-31T23:14:53Z, 4ms)

params:

{"name_or_id":"Ruby dragon bolts"}

result:

{"as_of":"2026-07-31T23:14:53.225161459Z","data_window":{"from":"2026-07-31T23:13:00Z","to":"2026-07-31T23:13:00Z"},"row_count":1,"rows":[{"item_id":21967,"name":"Ruby dragon bolts","ts":"2026-07-31T23:13:00Z","high":2889,"high_time":"2026-07-31T23:13:18Z","high_age_s":95,"low":2769,"low_time":"2026-07-31T23:11:38Z","low_age_s":195,"margin":63,"vol5m":12102}],"resolved":{"item_id":21967,"name":"Ruby dragon bolts"}}

call 77 — quote (2026-07-31T23:14:53Z, 3ms)

params:

{"name_or_id":"Osmumten's fang"}

result:

{"as_of":"2026-07-31T23:14:53.228502724Z","data_window":{"from":"2026-07-31T23:12:00Z","to":"2026-07-31T23:12:00Z"},"row_count":1,"rows":[{"item_id":26219,"name":"Osmumten's fang","ts":"2026-07-31T23:12:00Z","high":17890000,"high_time":"2026-07-31T23:12:50Z","high_age_s":123,"low":17340945,"low_time":"2026-07-31T23:09:38Z","low_age_s":315,"margin":191255,"vol5m":19}],"resolved":{"item_id":26219,"name":"Osmumten's fang"}}

call 78 — lookup_item (2026-07-31T23:14:53Z, 3ms)

params:

{"query":"Osmumten's fang"}

result:

{"as_of":"2026-07-31T23:14:53.23159029Z","data_window":null,"row_count":1,"rows":[{"item_id":26219,"name":"Osmumten's fang","members":true,"buy_limit":8,"value":1000000,"lowalch":400000,"highalch":600000,"icon":"Osmumten's fang.png"}]}

call 79 — lookup_item (2026-07-31T23:14:53Z, 3ms)

params:

{"query":"Ruby dragon bolts"}

result:

{"as_of":"2026-07-31T23:14:53.234330906Z","data_window":null,"row_count":2,"rows":[{"item_id":21967,"name":"Ruby dragon bolts","members":true,"buy_limit":11000,"value":800,"lowalch":320,"highalch":480,"icon":"Ruby dragon bolts 5.png"},{"item_id":21944,"name":"Ruby dragon bolts (e)","members":true,"buy_limit":11000,"value":830,"lowalch":332,"highalch":498,"icon":"Ruby dragon bolts (e) 5.png"}]}

call 80 — lookup_item (2026-07-31T23:14:53Z, 3ms)

params:

{"query":"Earth battlestaff"}

result:

{"as_of":"2026-07-31T23:14:53.237134062Z","data_window":null,"row_count":1,"rows":[{"item_id":1399,"name":"Earth battlestaff","members":true,"buy_limit":18000,"value":15500,"lowalch":6200,"highalch":9300,"icon":"Earth battlestaff.png"}]}

call 81 — item_history (2026-07-31T23:15:08Z, 48ms)

params:

{"grain":"1d","lookback":"30d","name_or_id":"Ruby dragon bolts","source":"5m"}

result:

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