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Pre-built Agents

Ready-to-use AI agents built on the isA Agent SDK.

Available Agents

AgentDescriptionUse Case
isA VibeCoding assistantDevelopment, debugging, code review
isA CreativeContent creationWriting, marketing, social media
isA AgentGeneral purposeResearch, automation, assistance

Architecture

All agents are built using the same SDK and share:

  • Tool Access - 190+ tools via MCP
  • Streaming - Real-time responses
  • Human-in-the-Loop - Approval workflows
  • Checkpointing - Durable execution

Build Your Own

Use any agent as a starting point:

from isa_agent_sdk import query, ISAAgentOptions
 
options = ISAAgentOptions(
    skills=["your-custom-skill"],
    allowed_tools=["web_search", "read_file"]
)
 
async for msg in query("Your prompt", options=options):
    print(msg.content, end="")

See the Agent SDK documentation for details.

Template Management

Reuse common agent configurations with templates. Templates are versioned, categorized, and support rollback.

Endpoints

MethodPathDescription
POST/api/v1/templatesCreate a template
GET/api/v1/templatesList templates (filter by ?category= or ?tag=)
GET/api/v1/templates/{id}Get a template
PUT/api/v1/templates/{id}Update a template (creates a new version)
DELETE/api/v1/templates/{id}Delete (builtin templates are undeletable)
GET/api/v1/templates/{id}/versionsList version history
POST/api/v1/templates/{id}/rollbackRollback to a previous version

Built-in Templates

8 builtin templates are pre-loaded and cannot be deleted:

CategoryTemplates
analysisdata-analyst, report-writer
codecode-reviewer, debugger
writingcontent-creator, editor
researchresearcher
supportcustomer-support

Example

# List templates in the "code" category
curl "http://localhost:8085/api/v1/templates?category=code" \
  -H "Authorization: Bearer YOUR_API_KEY"
 
# Create a custom template
curl -X POST http://localhost:8085/api/v1/templates \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -d '{
    "name": "Python Expert",
    "category": "code",
    "tags": ["python", "backend"],
    "config": {
      "system_prompt": "You are an expert Python engineer...",
      "allowed_tools": ["read_file", "write_file", "execute_bash"],
      "max_tokens": 4096
    }
  }'

Config Versioning

Every create or update to an agent config automatically creates an immutable snapshot. Roll back to any previous version without losing history.

# List all versions for an agent
curl http://localhost:8085/api/v1/agents/agent_abc123/versions \
  -H "Authorization: Bearer YOUR_API_KEY"
 
# Get a specific version
curl http://localhost:8085/api/v1/agents/agent_abc123/versions/3 \
  -H "Authorization: Bearer YOUR_API_KEY"
 
# Rollback to version 3
curl -X POST http://localhost:8085/api/v1/agents/agent_abc123/rollback \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -d '{"version": 3}'

Audit Trail

Every config change is recorded with field-level diffs. The audit trail persists even after the agent config is deleted.

# Get audit log for an agent
curl http://localhost:8085/api/v1/agents/agent_abc123/audit \
  -H "Authorization: Bearer YOUR_API_KEY"

Response:

{
  "entries": [
    {
      "timestamp": "2026-03-27T14:00:00Z",
      "action": "update",
      "user_id": "user_xyz",
      "changed_fields": ["system_prompt", "max_tokens"],
      "old_values": {"system_prompt": "...", "max_tokens": 2048},
      "new_values": {"system_prompt": "...", "max_tokens": 4096}
    }
  ],
  "total": 12
}

The audit store retains up to 1,000 entries per agent (oldest entries are pruned beyond this limit).

Deployment Automation

Deploy agent versions with canary, blue-green, or rolling strategies. See the deployment guide for the full API reference and step-by-step walkthrough.

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