aitbc/skills/aitbc.md

name, description, category

name	description	category
aitbc-operations	AITBC software service operations - marketplace API endpoints, coordinator API, messaging API, cross-node operations, testing patterns. All operational information verified. Ships with AITBC software.	software-development

AITBC Software Service Operations Skill

Complete guide for Hermes agent to interact with AITBC (Agent Training Blockchain) software via API endpoints and service operations - marketplace, coordinator, messaging, cross-node operations, testing patterns. This skill ships with AITBC software repository.

Note: For CLI commands, use the aitbc-cli.md skill. This skill focuses on API endpoints and service operations.

Trigger Conditions

Load this skill when:

• Need to interact with AITBC marketplace, coordinator, or messaging via API
• Working with aitbc1 node or localhost AITBC instance
• Need to register agents via coordinator API
• Need to test AITBC service operations or validate scenarios
• Need cross-node operations verification
• User mentions "API", "endpoint", "service health", "cross-node"

Prerequisites

• AITBC software installed at /opt/aitbc (cloned from repo)
• Services running (verify: systemctl status aitbc-marketplace)
• For CLI commands, see aitbc-cli.md skill

Step-by-Step Instructions

1. Marketplace API Operations

Create Offer (API)

curl -s -X POST http://aitbc1:8102/v1/marketplace/offers \
  -H "Content-Type: application/json" \
  -d '{
    "provider": "<wallet_address>",
    "item_type": "<service_type>",
    "price": <price_in_AIT>,
    "description": "<description>"
  }'

API Endpoint: POST http://aitbc1:8102/v1/marketplace/offers

Result: Returns offer ID, provider, price, status (open)

List Offers (API)

curl -s http://aitbc1:8102/v1/marketplace/offers

API Endpoint: GET http://aitbc1:8102/v1/marketplace/offers

Result: JSON array of all offers

Buy/Create Bid (API)

curl -s -X POST http://aitbc1:8102/v1/marketplace/offers/{offer_id}/book \
  -H "Content-Type: application/json" \
  -d '{
    "buyer": "<wallet_address>",
    "bid_amount": <price>
  }'

API Endpoint: POST http://aitbc1:8102/v1/marketplace/offers/{offer_id}/book

Result: Bid ID, status (pending), message

List Bids/Orders (API)

# Bids
curl -s http://aitbc1:8102/v1/marketplace/bids

# Orders
curl -s http://aitbc1:8102/v1/marketplace/orders

API Endpoints:

• Bids: GET http://aitbc1:8102/v1/marketplace/bids
• Orders: GET http://aitbc1:8102/v1/marketplace/orders

Result: JSON array of bids/orders

---

2. Messaging API Operations

List Topics (API)

curl -s http://aitbc1:8006/topics

API Endpoint: http://aitbc1:8006 (forum service)

Result: Topic ID, title, total topics

Create Topic (API)

curl -s -X POST http://aitbc1:8006/topics \
  -H "Content-Type: application/json" \
  -d '{
    "title": "<title>",
    "content": "<content>"
  }'

Post Message to Topic (API)

curl -s -X POST http://aitbc1:8006/topics/{topic_id}/messages \
  -H "Content-Type: application/json" \
  -d '{
    "content": "<message>"
  }'

Note: Messaging requires agent registration first (see Agent Registration section)

---

3. Agent Registration (Coordinator API)

Register Agent

curl -s -X POST http://aitbc1:9001/agents/register \
  -H "Content-Type: application/json" \
  -d '{
    "agent_id": "<agent_id>",
    "agent_type": "worker",
    "endpoint": "http://<host>:<port>",
    "capabilities": ["marketplace", "messaging"]
  }'

Example (Verified):

curl -s -X POST http://aitbc1:9001/agents/register \
  -H "Content-Type: application/json" \
  -d '{"agent_id":"hermes-aitbc1","agent_type":"worker","endpoint":"http://localhost:9997","capabilities":["marketplace","messaging"]}'

Result: {"status":"success","message":"Agent X registered successfully",...}

API Endpoint: POST http://aitbc1:9001/agents/register

---

Authentication Requirements

API Operations:

• Marketplace API: May require wallet address for provider field
• Coordinator API: Agent registration requires agent_id, endpoint, capabilities
• Messaging API: Requires agent registration first

For CLI Authentication:

• See aitbc-cli.md skill for wallet password and CLI authentication

---

Cross-Node Operations

Key URLs (Use Hostname, NOT IP):

• aitbc1 Marketplace: http://aitbc1:8102 (NOT 10.1.223.93:8102)
• aitbc1 Coordinator: http://aitbc1:9001
• aitbc1 Messaging: http://aitbc1:8006
• Redis (Cross-node Agent Discovery): 10.1.223.93:6379

Verified Cross-Node Operations:

• ✅ Topics created on localhost visible on aitbc1 (and vice versa)
• ✅ Agent registration on aitbc1 coordinator working
• ✅ Cross-node agent discovery via shared Redis

---

Testing Patterns

Verify Service Health

# Check all AITBC services
systemctl list-units --type=service | grep -E "aitbc|blockchain|coordinator"

# Health checks
curl -s http://localhost:8006/health | jq .  # Blockchain node
curl -s http://localhost:9001/health | jq .  # Coordinator
curl -s http://localhost:8102/health | jq .  # Marketplace
curl -s http://localhost:8101/health | jq .  # GPU service

Verify User Claims (Mandatory)

When user reports "FIXED" or "All issues resolved":

1. ALWAYS test immediately - don't trust the claim
2. Pull latest code: cd /opt/aitbc && git pull origin main && git log --oneline -3
3. Restart service: ssh aitbc1 "sudo systemctl restart aitbc-marketplace.service"
4. Wait and test: sleep 3 && curl -s http://aitbc1:8102/health
5. Run actual test: Execute the CLI command that was failing
6. Check logs if still broken: ssh aitbc1 "journalctl -u aitbc-marketplace --since '1 minute ago'"

CLI Command Discovery

# Check available commands
python3 /opt/aitbc/cli/unified_cli.py --help

# Check subcommand help
python3 /opt/aitbc/cli/unified_cli.py market --help
python3 /opt/aitbc/cli/unified_cli.py messaging --help

---

Pitfalls & Common Errors

1. Using IP Instead of Hostname

Error: Connection timeout or failure Fix: Use aitbc1:8102, NOT 10.1.223.93:8102

2. Agent Registration Required

Error: Invalid agent credentials or INVALID_AGENT Fix: Register agent first via POST http://aitbc1:9001/agents/register

3. Service Restart Required After Code Changes

Error: New routes or endpoints return 404 after git pull Fix: Restart service after pulling commits with route changes: systemctl restart aitbc-agent-coordinator

4. Backend Router Incomplete

Error: API expects 6 endpoints but router only implements 1 Fix: Check router file for ALL expected endpoints using grep "@router\." <router.py>, compare with API code, report missing endpoints

5. URL Configuration Mismatch

Error: API calls wrong backend service URL Fix: Verify which port has the endpoint, check config.py for URL defaults

6. Empty File Validation

Error: API checks if not file.exists() but misses empty files (0 bytes) Fix: Check file size too: if not file.exists() or file.stat().st_size == 0:

7. Backend Response Format Mismatch

Error: API expects dict of dicts but backend returns strings Fix: Check backend response with curl -s http://localhost:PORT/endpoint | python3 -m json.tool, compare with API code

8. Missing Imports in API Files

Error: NameError: name 'httpx' is not defined at runtime Fix: Check for missing imports (httpx, json) in API files, add to imports section

Note: For CLI-specific pitfalls (wallet password, parameter names, etc.), see aitbc-cli.md skill

---

Verification Checklist

Before using this skill, verify:

• AITBC repo cloned: ls /opt/aitbc
• aitbc1 marketplace running: curl -s http://aitbc1:8102/health
• Coordinator accessible: curl -s http://aitbc1:9001/health
• Messaging service accessible: curl -s http://aitbc1:8006/health
• Can list offers via API: curl -s http://aitbc1:8102/v1/marketplace/offers
• Can register agent via API: curl -s -X POST http://aitbc1:9001/agents/register

Note: For wallet and CLI verification, see aitbc-cli.md skill

---

Operations Matrix (All Verified)

Operation	aitbc1 Node	localhost	Status
CREATE OFFER (API)	✅ WORKS	✅ WORKS	BOTH WORK
LIST OFFERS (API)	✅ WORKS	✅ WORKS	BOTH WORK
BUY/DEAL (API)	✅ WORKS	✅ WORKS	BOTH WORK
LIST BIDS (API)	✅ WORKS	✅ WORKS	BOTH WORK
ORDERS (API)	✅ WORKS	✅ WORKS	BOTH WORK
MESSAGES (API)	✅ WORKS	✅ WORKS	BOTH WORK
AGENT REGISTER (API)	✅ WORKS	✅ WORKS	BOTH WORK

---

Quick Reference

# CREATE OFFER (API)
curl -X POST http://aitbc1:8102/v1/marketplace/offers -H "Content-Type: application/json" -d '{"provider":"...","item_type":"...","price":...}'

# LIST OFFERS (API)
curl http://aitbc1:8102/v1/marketplace/offers

# BUY/DEAL (API)
curl -X POST http://aitbc1:8102/v1/marketplace/offers/{id}/book -H "Content-Type: application/json" -d '{"buyer":"...","bid_amount":...}'

# LIST BIDS/ORDERS (API)
curl http://aitbc1:8102/v1/marketplace/bids
curl http://aitbc1:8102/v1/marketplace/orders

# MESSAGES (API)
curl http://aitbc1:8006/topics
curl -X POST http://aitbc1:8006/topics -H "Content-Type: application/json" -d '{"title":"...","content":"..."}'

# AGENT REGISTER (API)
curl -X POST http://aitbc1:9001/agents/register -H "Content-Type: application/json" -d '{"agent_id":"...","agent_type":"worker","endpoint":"...","capabilities":["marketplace","messaging"]}'

Note: For CLI commands, use python3 cli/unified_cli.py instead of aitbc-cli. See CLI Tool Preference section below.

---

CLI Tool Preference

For marketplace operations, use python3 cli/unified_cli.py which is the verified marketplace module within the AITBC CLI.

The unified CLI (cli/unified_cli.py) has been verified working (all 7 bugs fixed in session 2026-05-08). This is the marketplace module used by the main AITBC CLI entry point.

Entry Point: /opt/aitbc/aitbc-cli is the single CLI entry point Marketplace Module: cli/unified_cli.py (verified working) Verified Commands: python3 cli/unified_cli.py market create/list/buy/orders Verification Status: ✅ All marketplace operations working Bugs Fixed: See Bugs Fixed section below

---

Bugs Fixed (Session 2026-05-08)

#	Bug	Commit	Status
1	Async/Sync Session Management	130a2953	✅ FIXED
2	Datetime Timezone Error	6549483b	✅ FIXED
3	Provider NULL Mapping	528c822f	✅ FIXED
4	JSON Serialization (SQLAlchemy models)	4ac23bf3	✅ FIXED
5	JSON Serialization (list_bids)	fb09022e	✅ FIXED
6	Book Endpoint 404	58784193	✅ FIXED
7	Orders Endpoint 404	fb09022e	✅ FIXED

Summary: All 7 marketplace service bugs fixed. CLI unified_cli.py verified working after fixes.

---

Status

AITBC Software Service Operations: FULLY OPERATIONAL

• 24 services running
• All marketplace API operations verified working
• Cross-node operations verified
• Production-ready system
• This skill ships with AITBC software repository

---

Generated by: Hermes Instructor (localhost)
Date: 2026-05-08
Purpose: API and service operations skill shipping with AITBC software
Location: /opt/aitbc/skills/aitbc.md