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GPT-6 Astra in Codex CLI 0.156.1

skills off

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OKEcommerce funnelmax effortNeutral harness

Wall time 31m 55sCost $6.88 estimated

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The full review

OK. Finished on its own after 31.9 min.

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Files actually published for this run. Original output, site-made previews and post-run conversions are labelled separately.

The exact prompt

as run, 4,483 characters. Every result for this prompt

Build an interactive e-commerce conversion funnel dashboard from the exact dataset below (CSV: one row per week and acquisition channel with sessions, product views, add-to-cart events, checkouts started, orders and revenue in US dollars). Embed the data in the page verbatim and compute every number from it; do not invent or alter any value.

week,channel,sessions,product_views,add_to_cart,checkout_started,orders,revenue_usd
W01,Organic search,41078,23808,3022,1664,1007,61604.87
W01,Paid social,29553,16291,2453,1413,439,28577.0
W01,Email,9676,6212,765,421,263,17543.38
W01,Affiliates,12459,8376,1123,612,294,19534.46
W02,Organic search,39462,27334,3685,1940,1028,71414.28
W02,Paid social,30938,17683,2757,1524,410,27158.28
W02,Email,9600,6541,909,539,348,21743.58
W02,Affiliates,12881,8218,1003,504,263,17113.4
W03,Organic search,44423,24608,3329,1856,1259,86784.87
W03,Paid social,30858,18201,2214,1150,460,31397.77
W03,Email,9521,5537,625,323,201,12787.56
W03,Affiliates,12450,7220,807,369,252,14706.22
W04,Organic search,42148,27564,4059,1961,1211,80712.33
W04,Paid social,31643,21078,2811,1606,424,28675.25
W04,Email,8990,5420,621,300,186,12825.63
W04,Affiliates,11171,6965,891,459,260,18220.72
W05,Organic search,40552,24076,2693,1602,1065,73137.37
W05,Paid social,27957,19064,2258,1166,380,22865.57
W05,Email,8419,5117,768,458,333,23433.12
W05,Affiliates,13002,8405,991,519,305,21023.72
W06,Organic search,41353,25171,2806,1464,1037,69935.08
W06,Paid social,31261,20635,2962,1610,478,34375.73
W06,Email,8785,5180,602,350,243,14675.03
W06,Affiliates,10876,6911,846,419,217,13958.06
W07,Organic search,45923,26492,2996,1453,1009,63590.97
W07,Paid social,30650,19483,2477,545,397,24507.5
W07,Email,9762,5572,885,427,274,19092.88
W07,Affiliates,12569,8516,1339,607,290,19871.0
W08,Organic search,39257,22508,3067,1608,1090,80304.82
W08,Paid social,27396,18815,2887,1521,370,24924.69
W08,Email,8732,4905,694,357,256,16113.52
W08,Affiliates,12974,7423,871,490,300,18588.38
W09,Organic search,43769,27584,3167,1885,1164,80776.52
W09,Paid social,32979,21507,2954,1761,474,29511.87
W09,Email,9766,5958,740,349,222,13038.74
W09,Affiliates,11969,7534,986,487,256,15410.29
W10,Organic search,62108,38464,5685,2645,1591,112152.09
W10,Paid social,43357,28900,4203,2065,628,42320.58
W10,Email,9833,5660,688,400,279,19964.74
W10,Affiliates,15861,10838,1246,663,324,20077.73
W11,Organic search,61607,38179,4958,2802,1692,112147.42
W11,Paid social,36623,25030,3720,1756,497,33026.25
W11,Email,9552,5336,669,369,239,14580.06
W11,Affiliates,15696,10500,1268,676,317,19178.7
W12,Organic search,40329,25455,3443,1880,1081,70528.56
W12,Paid social,29585,20344,2424,1159,401,24455.8
W12,Email,8312,5695,677,330,203,12879.42
W12,Affiliates,13056,7443,910,502,296,17318.13

The dashboard needs: an animated funnel chart (sessions to orders) with the drop-off at every stage as a count and a percentage; KPI cards for revenue, orders, conversion rate, average order value and revenue per session, each with its change versus the previous four weeks; a channel comparison of conversion rate and revenue per session; a weekly trend chart with a metric switcher; a stage-by-week heatmap of step conversion rates that makes anomalies obvious, with any week where a step rate falls below 60 percent of its channel average flagged and explained; a what-if panel with sliders to lift each stage's conversion and see projected orders and revenue; filters by channel and week range that update everything; and hover or tap tooltips with exact values. Make it sharp, modern and executive-ready. So the page is alive without input, on load the funnel pours in stage by stage and a tour cycles forever: it switches channels on the funnel, steps through the weeks on the trend chart, flags the anomaly on the heatmap, and moves the what-if sliders to show the projection, until the user touches a control.

Save it as index.html in the current directory: one self-contained file with inline CSS and JavaScript only, no libraries or frameworks, and no external requests of any kind (no CDNs, web fonts, images or audio files). It must work when opened directly from disk, fit any window from a 390 px wide phone to a desktop, and run without console errors. You may serve it locally and open it in headless chromium (/usr/bin/chromium, software WebGL, no GPU) to screenshot and inspect your own output, and iterate on your own before finishing. Close any browser you open as soon as you've taken your screenshot.

How it was made

Wall time 31m 55sFirst artifact at 10m 25s7 saved versions

Versions saved during the run

7 intermediate outputs, in the order the model wrote them.

No transcript was delivered with this result.

Cost breakdown

Headline cost $6.88, estimated from the token counts at list price.

Tokens by typeTokens$ per 1MCost
Input (uncached)1,849$10.00$0.0185
Cache write101,053$10.00$1.0105
Cache read1,818,594$1.00$1.8186
Output80,611$50.00$4.0305
of which reasoning32,634billed as output
Total computed from tokens
$6.8782
Total reported by the harness
none

Computed from harness-reported token counts x list prices. Cache writes priced at the input rate (the price table has no separate cache-write price).

Prices: Project price table (vendor list prices), 2026-09-22.

Run notes

one prompt, agentic harness (self-review allowed)

  • frozen prompt (written): written 2026-10-05 for the MR category expansion (owner request: 500 finished runs in every category); category data_dashboards; zero results
  • plain CODEX_HOME copy (config.toml only, run work/ trusted; no AGENTS.md/skills/state)
  • Mode: interactive TUI in tmux (160x48), inside bubblewrap sandbox
  • Isolation audit: outside paths seen
  • Renderer: inline SVG in one self-contained HTML file (first <svg> at index.html line 306); no libraries, no CDN, no external assets, no canvas. No WebGPU or WebGL needed.
  • Card video: the run's own 8 s session capture (video.mp4, H.264 yuv420p, 1280x720). Poster: the run's own render.png.
  • Same frozen prompt as the OpenCode + GPT-6 Astra row (dash_ecommerce_funnel__opencode__gpt-6-astra__attempt1): two harnesses on one model, both unscored, so the pair is not a head-to-head result and no winner is claimed.