[ OK ] BitGN agent arena online (https://bitgn.com)
[ OK ] New agent runtime ready
[ OK ] Loaded benchmark bitgn/ecom1-dev task t10
[ OK ] Started runtime for vm2-Lwa59Qnb7r9BQe2He8nxryUVeY1
[ OK ] Generating world for the agent...
[ OK ] > How many catalogue products are Engine Oil? Answer with '<COUNT:n>' exactly.
[ OK ] Following log.pbm with tail -f
[2026-05-08T13:43:37.419Z] ❯ tree -L 2
.
├── AGENTS.MD
├── bin/
│ ├── README.md
│ └── sql
├── config/
│ ├── discounts.json
│ ├── merchant.json
│ ├── payments.json
│ └── README.md
├── docs/
│ ├── README.md
│ └── setup-checklist.md
├── proc/
│ ├── catalog/
│ └── README.md
└── run/
└── actions/
[2026-05-08T13:43:37.45Z] ❯ cat /AGENTS.MD
readme.md files take role of agents.md. Trust them, follow the chain of command.
This is Agentic E-Commerce OS system. All paths are / rooted (pass as such to tools and OS ops).
Key locations:
- Catalogue is in proc/catalog
- Tools are in `/bin`. especially see sql tool that takes SQLite query as stdin. It operates with the state of the entire catalogue at the start of the session. Run `/bin/sql .schema` to see the schema.
When responding with reference - provide full path in the repo to the object.
When answering yes/no questions - include <YES> or <NO> tokens in the response. This is how the agent will know how to style the response.
When starting work, make sure to run tree -L 2 on docs folder
[2026-05-08T13:43:37.477Z] [ OK ] ContextRequest
[ OK ] ContextResponse
[2026-05-08T13:43:39.483Z] ❯ /bin/sql .schema
PRAGMA foreign_keys = ON;
CREATE TABLE categories (
id TEXT PRIMARY KEY,
name TEXT NOT NULL,
department TEXT NOT NULL
);
CREATE TABLE product_kinds (
id TEXT PRIMARY KEY,
category_id TEXT NOT NULL,
name TEXT NOT NULL
);
CREATE TABLE families (
id TEXT PRIMARY KEY,
category_id TEXT NOT NULL,
kind_id TEXT NOT NULL,
brand TEXT NOT NULL,
series TEXT NOT NULL,
model TEXT NOT NULL,
name TEXT NOT NULL,
properties TEXT NOT NULL
);
CREATE TABLE products (
sku TEXT PRIMARY KEY,
path TEXT NOT NULL,
category_id TEXT NOT NULL,
kind_id TEXT NOT NULL,
family_id TEXT NOT NULL,
brand TEXT NOT NULL,
series TEXT NOT NULL,
model TEXT NOT NULL,
name TEXT NOT NULL,
properties TEXT NOT NULL
);
CREATE TABLE product_properties (
sku TEXT NOT NULL,
key TEXT NOT NULL,
value_text TEXT NOT NULL,
value_number REAL,
PRIMARY KEY (sku, key)
);
CREATE INDEX product_properties_key_text_idx ON product_properties(key, value_text);
CREATE INDEX products_brand_idx ON products(brand);
CREATE INDEX products_kind_idx ON products(kind_id);
[2026-05-08T13:43:41.316Z] ❯ /bin/sql 'SELECT id FROM product_kinds WHERE name = '\''Engine Oil'\'';'
id
engine_oil
[2026-05-08T13:43:42.997Z] ❯ /bin/sql 'SELECT COUNT(*) FROM products WHERE kind_id = '\''engine_oil'\'';'
COUNT(*)
4
[2026-05-08T13:43:45.343Z] ❯ answer --outcome ok --ref '/proc/catalog (queried /bin/sql for schema and data)' --ref /bin/sql <<'EOF'
<COUNT:4>
EOF
[ OK ] AnswerProvided
[ OK ] AI agent score 1.00
[ OK ] Runtime event stream completed
[ OK ] BitGN trial closed at 2026-05-08T13:43:45.379Z
[ OK ] Polling stopped