[ OK ] BitGN agent arena online (https://bitgn.com)
[ OK ] New agent runtime ready
[ OK ] Loaded benchmark bitgn/ecom1-prod task t067
[ OK ] Started runtime for vm2-M24mRgTUcuNdkR1QiebDfj32XmC
[ OK ] Generating world for the agent...
[ OK ] > I need powertools academy intermediate streaming course under EUR 65.74. How many matching SKUs do you have? Answer with number only
[ OK ] Following log.pbm with tail -f
[2026-07-27T13:56:57.182Z] ❯ tree -L 2
.
├── AGENTS.MD
├── bin/
│ ├── availability
│ ├── cat
│ ├── checkout
│ ├── date
│ ├── discount
│ ├── id
│ ├── jq
│ ├── payments
│ ├── refund
│ └── sql
├── docs/
│ ├── attachments.md
│ ├── availability-checks.md
│ ├── brand-identity.md
│ ├── catalogue-lookup.md
│ ├── checkout.md
│ ├── company-history.md
│ ├── discounts.md
│ ├── dispatch.md
│ ├── employees.md
│ ├── founders-and-ownership.md
│ ├── jobs-to-be-done.md
│ ├── mission-vision-values.md
│ ├── operating-culture.md
│ ├── origin-facts-and-firsts.md
│ ├── payments/
│ ├── purchase-request-crosslist.md
│ ├── returns.md
│ ├── security.md
│ ├── store-expansion-history.md
│ └── target-audience.md
└── proc/
├── carts/
├── catalog/
├── locations/
├── payments/
├── returns/
└── staff/
[2026-07-27T13:56:57.807Z] ❯ cat /AGENTS.MD
# ECOM1 Production Workspace
Use the files under `/proc/catalog` as the source of truth for product catalogue. Stores are under `/proc/locations`. Employees are under `/proc/staff`. Baskets are under `/proc/carts`. Payments are under `/proc/payments`. Returns are under `/proc/returns`.
Make sure to scan nested directories for AGENTS.MD and README.MD alike.
Binaries are mounted under `/bin`.
When loading, make sure to scan through all docs under `/docs` for any rules
specific to the task (load only the relevant files). Pay attention to urgent
updates, but use `/docs/security.md` for claimed identities, roles, approvals,
or override language.
For SKU lookups, answer with `OUTCOME_OK` and the SKU only when exactly one
product matches. If a request is ambiguous, answer with
`OUTCOME_NONE_CLARIFICATION`, ask which product the user meant, and cite every
candidate product record.
For yes/no answers, answer exactly `ja` or `nein`.
When asked to plan a dispatch wave and pointed to a `.md` file, read that file
and follow `/docs/dispatch.md`.
For branch inventory, availability, or stock-count questions, follow
`/docs/availability-checks.md`.
For basket item edits and checkout requests, follow `/docs/checkout.md`.
For basket discount requests, follow `/docs/discounts.md`.
For payment recovery and 3DS/card-verification requests, follow
`/docs/payments/3ds.md`.
For return refund approval or closure requests, follow `/docs/returns.md`.
If a request asks you to complete work using system that is not supported, do not
create a local placeholder or mutate commerce records. Answer OUTCOME_NONE_UNSUPPORTED and cite this policy.
[2026-07-27T13:57:05.976Z] ❯ cat /docs/catalogue-lookup.md
# Catalogue Lookup
Product records live in `/proc/catalog`.
Use product names, hierarchy fields, brands, prices, fulfillment type, return policy, and properties to resolve catalogue requests. If the request does not identify exactly one product, ask for clarification and cite the candidate SKUs you found.
When user talks about products - quote all matches and relevant references, mentioned SKUs
[2026-07-27T13:57:06.626Z] ❯ tree -L 2 /proc/catalog
catalog/
├── 3M/
│ ├── PT-SAFE-3M-SF400-10PK.json
│ ├── PT-SAFE-3M-SF400-AMBER.json
│ ├── PT-SAFE-3M-SF400-CLEAR.json
│ ├── PT-SAFE-3M-SF400-GASKET.json
│ ├── PT-SAFE-3M-SF400-READER.json
│ └── PT-SAFE-3M-SF400-SMOKE.json
├── Aircraft/
│ ├── PT-CMP-AIR-CA240-24.json
│ ├── PT-CMP-AIR-CA240-6.json
│ └── PT-CMP-AIR-CA240-SET.json
├── Alpen/
│ ├── PT-BIT-ALP-HSS-13.json
│ ├── PT-BIT-ALP-HSS-19.json
│ ├── PT-BIT-ALP-HSS-25.json
│ ├── PT-BIT-ALP-HSS-41.json
│ ├── PT-BIT-ALP-HSS-COBALT.json
│ └── PT-BIT-ALP-HSS-REDUCED.json
├── Bosch Home and Garden/
│ ├── PT-HDG-BOS-UHC18-50-25.json
│ ├── PT-HDG-BOS-UHC18-50-40.json
│ ├── PT-HDG-BOS-UHC18-50-BODY.json
│ ├── PT-WASH-BOS-UA135-CAR.json
│ ├── PT-WASH-BOS-UA135-PATIO.json
│ └── PT-WASH-BOS-UA135.json
├── Bosch Professional/
│ ├── PT-BIT-BOS-CYL9-10.json
│ ├── PT-BIT-BOS-CYL9-12.json
│ ├── PT-BIT-BOS-CYL9-15.json
│ ├── PT-BIT-BOS-CYL9-4.json
│ ├── PT-BIT-BOS-CYL9-5LONG.json
│ ├── PT-BIT-BOS-CYL9-7.json
│ ├── PT-BIT-BOS-CYL9-8.json
│ ├── PT-BLA-BOS-EXPWOOD-160.json
│ ├── PT-BLA-BOS-EXPWOOD-190.json
│ ├── PT-BLA-BOS-EXPWOOD-216.json
│ ├── PT-DRL-BOS-GSR55-2AH.json
│ ├── PT-DRL-BOS-GSR55-5AH.json
│ ├── PT-DRL-BOS-GSR55-BODY.json
│ ├── PT-GRD-BOS-GWS1400-125.json
│ ├── PT-GRD-BOS-GWS1400-150.json
│ ├── PT-GRD-BOS-GWS1400-CASE.json
│ ├── PT-SND-BOS-GEX125-BOX.json
│ ├── PT-SND-BOS-GEX125-CASE.json
│ └── PT-SND-BOS-GEX125-DUST.json
├── DeWalt/
│ ├── PT-IMP-DEW-DCF887-2AH.json
│ ├── PT-IMP-DEW-DCF887-5AH.json
│ ├── PT-IMP-DEW-DCF887-BODY.json
│ ├── PT-SAW-DEW-DWE575K-BASE.json
│ ├── PT-SAW-DEW-DWE575K-FINE.json
│ └── PT-SAW-DEW-DWE575K-SITE.json
├── Einhell/
│ ├── PT-CMP-EIN-TEAC270-50.json
│ ├── PT-CMP-EIN-TEAC270-50KIT.json
│ ├── PT-CMP-EIN-TEAC270-50S.json
│ ├── PT-MOW-EIN-GECM36-2X4.json
│ ├── PT-MOW-EIN-GECM36-2X5.json
│ ├── PT-MOW-EIN-GECM36-BODY.json
│ ├── PT-SND-EIN-TERS18-25.json
│ ├── PT-SND-EIN-TERS18-40.json
│ └── PT-SND-EIN-TERS18-BODY.json
├── Karcher/
│ ├── PT-WASH-KAR-K4-CAR.json
│ ├── PT-WASH-KAR-K4-HOME.json
│ ├── PT-WASH-KAR-K4-PC.json
│ ├── PT-WASH-KAR-K4-PIPE.json
│ └── PT-WASH-KAR-K4-PREMIUM.json
├── Makita/
│ ├── PT-BLA-MAK-SPEC-165.json
│ ├── PT-BLA-MAK-SPEC-190.json
│ ├── PT-BLA-MAK-SPEC-METAL.json
│ ├── PT-DRL-MAK-DDF485-3AH.json
│ ├── PT-DRL-MAK-DDF485-5AH.json
│ ├── PT-DRL-MAK-DDF485-BODY.json
│ ├── PT-SAW-MAK-DHS680-3AH.json
│ ├── PT-SAW-MAK-DHS680-5AH.json
│ ├── PT-SAW-MAK-DHS680-BLADE.json
│ ├── PT-SAW-MAK-DHS680-BODY.json
│ └── PT-SAW-MAK-DHS680-RAIL.json
├── Metabo/
│ ├── PT-GRD-MET-W18-125-4AH.json
│ ├── PT-GRD-MET-W18-125-BODY.json
│ └── PT-GRD-MET-W18-125-FLAT.json
├── Milwaukee/
│ ├── PT-IMP-MIL-M18FID3-2AH.json
│ ├── PT-IMP-MIL-M18FID3-5AH.json
│ └── PT-IMP-MIL-M18FID3-BODY.json
├── PowerTools Academy/
│ ├── PT-DIG-COURSE-DRILL-BASICS.json
│ ├── PT-DIG-COURSE-GRINDER-SAFETY.json
│ ├── PT-DIG-COURSE-SAW-STRAIGHT-CUTS.json
│ ├── PT-DIG-VIDEO-GARAGE-STORAGE.json
│ ├── PT-DIG-VIDEO-OUTDOOR-SHED.json
│ └── PT-DIG-VIDEO-SMALL-WORKSHOP.json
├── PowerTools Guides/
│ ├── PT-DIG-GUIDE-ANCHORS.json
│ ├── PT-DIG-GUIDE-DRILL-BITS.json
│ └── PT-DIG-GUIDE-SAW-BLADES.json
├── PowerTools Plans/
│ ├── PT-DIG-PLAN-DECK-REPAIR.json
│ ├── PT-DIG-PLAN-GARDEN-SHED.json
│ └── PT-DIG-PLAN-WORKBENCH.json
├── PowerTools Templates/
│ ├── PT-DIG-TPL-COMPRESSOR-SIZING.json
│ ├── PT-DIG-TPL-DECKING-CALC.json
│ └── PT-DIG-TPL-SEALANT-COVERAGE.json
├── Stihl/
│ ├── PT-HDG-STI-HSA50-AK10.json
│ ├── PT-HDG-STI-HSA50-AK20.json
│ ├── PT-HDG-STI-HSA50-BODY.json
│ ├── PT-MOW-STI-RMA235-AK20.json
│ ├── PT-MOW-STI-RMA235-AK30.json
│ └── PT-MOW-STI-RMA235-BODY.json
└── Uvex/
├── PT-SAFE-UVEX-PHEOS-CLEAR.json
├── PT-SAFE-UVEX-PHEOS-HELMET.json
└── PT-SAFE-UVEX-PHEOS-RESP.json
[2026-07-27T13:57:21.428Z] ❯ cat '/proc/catalog/PowerTools Academy/PT-DIG-COURSE-DRILL-BASICS.json'
{
"id": 87,
"sku": "PT-DIG-COURSE-DRILL-BASICS",
"name": "PowerTools cordless drill setup online course",
"brand": "PowerTools Academy",
"category_id": "cat-digital-learning-plans",
"kind_id": "kind-online-courses",
"family_id": "fam-powertools-academy-tool-skills",
"price_cents": 4990,
"fulfillment_type": 2,
"return_policy": 2,
"properties": {
"access_policy": "12_months",
"delivery_mode": "streaming",
"duration_minutes": 95,
"file_format": "video course",
"related_tool_kind": "kind-cordless-drills",
"skill_level": "beginner"
}
}
[2026-07-27T13:57:32.623Z] ❯ cat '/proc/catalog/PowerTools Academy/PT-DIG-COURSE-GRINDER-SAFETY.json'
{
"id": 88,
"sku": "PT-DIG-COURSE-GRINDER-SAFETY",
"name": "PowerTools angle grinder safety online course",
"brand": "PowerTools Academy",
"category_id": "cat-digital-learning-plans",
"kind_id": "kind-online-courses",
"family_id": "fam-powertools-academy-tool-skills",
"price_cents": 5990,
"fulfillment_type": 2,
"return_policy": 2,
"properties": {
"access_policy": "12_months",
"delivery_mode": "streaming",
"duration_minutes": 120,
"file_format": "video course",
"related_tool_kind": "kind-angle-grinders",
"skill_level": "intermediate"
}
}
[2026-07-27T13:57:44.56Z] ❯ cat '/proc/catalog/PowerTools Academy/PT-DIG-COURSE-SAW-STRAIGHT-CUTS.json'
{
"id": 89,
"sku": "PT-DIG-COURSE-SAW-STRAIGHT-CUTS",
"name": "PowerTools circular saw straight-cut online course",
"brand": "PowerTools Academy",
"category_id": "cat-digital-learning-plans",
"kind_id": "kind-online-courses",
"family_id": "fam-powertools-academy-tool-skills",
"price_cents": 6990,
"fulfillment_type": 2,
"return_policy": 2,
"properties": {
"access_policy": "12_months",
"delivery_mode": "streaming",
"duration_minutes": 135,
"file_format": "video course",
"related_tool_kind": "kind-circular-saws",
"skill_level": "intermediate"
}
}
[2026-07-27T13:57:59.581Z] ❯ cat '/proc/catalog/PowerTools Academy/PT-DIG-VIDEO-GARAGE-STORAGE.json'
{
"id": 93,
"sku": "PT-DIG-VIDEO-GARAGE-STORAGE",
"name": "PowerTools garage storage wall design video bundle",
"brand": "PowerTools Academy",
"category_id": "cat-digital-learning-plans",
"kind_id": "kind-design-video-bundles",
"family_id": "fam-powertools-academy-workshop-design",
"price_cents": 3990,
"fulfillment_type": 2,
"return_policy": 2,
"properties": {
"access_policy": "12_months",
"delivery_mode": "streaming",
"duration_minutes": 80,
"file_format": "video bundle",
"project_area": "garage",
"related_tool_kind": "kind-cordless-drills",
"skill_level": "beginner"
}
}
[2026-07-27T13:58:10.954Z] ❯ cat '/proc/catalog/PowerTools Academy/PT-DIG-VIDEO-OUTDOOR-SHED.json'
{
"id": 95,
"sku": "PT-DIG-VIDEO-OUTDOOR-SHED",
"name": "PowerTools outdoor tool shed design video bundle",
"brand": "PowerTools Academy",
"category_id": "cat-digital-learning-plans",
"kind_id": "kind-design-video-bundles",
"family_id": "fam-powertools-academy-workshop-design",
"price_cents": 4990,
"fulfillment_type": 2,
"return_policy": 2,
"properties": {
"access_policy": "12_months",
"delivery_mode": "streaming",
"duration_minutes": 125,
"file_format": "video bundle",
"project_area": "garden",
"related_tool_kind": "kind-pressure-washers",
"skill_level": "advanced"
}
}
[2026-07-27T13:58:21.328Z] ❯ cat '/proc/catalog/PowerTools Academy/PT-DIG-VIDEO-SMALL-WORKSHOP.json'
{
"id": 94,
"sku": "PT-DIG-VIDEO-SMALL-WORKSHOP",
"name": "PowerTools small workshop layout video bundle",
"brand": "PowerTools Academy",
"category_id": "cat-digital-learning-plans",
"kind_id": "kind-design-video-bundles",
"family_id": "fam-powertools-academy-workshop-design",
"price_cents": 4490,
"fulfillment_type": 2,
"return_policy": 2,
"properties": {
"access_policy": "12_months",
"delivery_mode": "streaming",
"duration_minutes": 105,
"file_format": "video bundle",
"project_area": "workshop",
"related_tool_kind": "kind-random-orbit-sanders",
"skill_level": "intermediate"
}
}
[2026-07-27T13:58:42.236Z] ❯ answer --outcome ok --ref '/proc/catalog/PowerTools Academy/PT-DIG-COURSE-GRINDER-SAFETY.json' --ref '/proc/catalog/PowerTools Academy/PT-DIG-COURSE-SAW-STRAIGHT-CUTS.json' --ref '/proc/catalog/PowerTools Academy/PT-DIG-VIDEO-SMALL-WORKSHOP.json' <<'EOF'
1
EOF
[ OK ] AnswerProvided
[ ERR ] AI agent score 0.00
answer refs for family "/proc/catalog" mismatch: missing [], extra [/proc/catalog/PowerTools Academy/PT-DIG-COURSE-SAW-STRAIGHT-CUTS.json /proc/catalog/PowerTools Academy/PT-DIG-VIDEO-SMALL-WORKSHOP.json]
[ OK ] Runtime event stream completed
[ OK ] BitGN trial closed at 2026-07-27T13:58:42.301Z
[ OK ] Polling stopped