xiaohongshu
xiaohongshu
agent-invoker
Quick reference for invoking CasareRPA agents via Task tool. AUTO-CHAIN ENABLED by default. Use when: invoking agents, running agent chains, task routing, choosing the right agent, understanding agent auto-chaining, Task tool usage.
Full skill instructions
Reference for invoking CasareRPA agents. All agents now auto-chain by default.
For comprehensive task routing, see TASK_ROUTING.md
When you invoke an agent, it automatically runs the full chain with parallel execution:
| Agent | Auto-Chain Flow |
|---|---|
architect | EXPLORE×3 → ARCHITECT → BUILDER+UI+INTEGRATIONS → QUALITY+DOCS → REVIEWER |
builder | BUILDER → QUALITY → REVIEWER |
refactor | EXPLORE → REFACTOR → QUALITY → REVIEWER |
ui | EXPLORE → UI → QUALITY → REVIEWER |
integrations | EXPLORE → INTEGRATIONS → QUALITY → REVIEWER |
| Agent | System Name | Purpose | Auto-Chain |
|---|---|---|---|
explore | explore | Fast codebase search | No (used in chains) |
architect | architect | Implementation + design | Yes (full chain) |
builder | builder | Code writing | Yes (quality+reviewer) |
quality | quality | Testing + performance | No (used in chains) |
reviewer | reviewer | Code review gate | No (used in chains) |
refactor | refactor | Code cleanup | Yes (full chain) |
researcher | researcher | Research | No (standalone) |
docs | docs | Documentation | No (used in chains) |
ui | ui | Canvas UI design | Yes (full chain) |
integrations | integrations | External APIs | Yes (full chain) |
# Architect runs FULL chain automatically
Task(subagent_type="architect", prompt="""
Implement HTTPRequestNode for browser automation.
- Location: src/casare_rpa/nodes/browser/
- Follow BaseNode pattern
""")
# This automatically runs:
# 1. EXPLORE ×3 (parallel)
# 2. ARCHITECT (plan)
# 3. BUILDER + UI + INTEGRATIONS (parallel)
# 4. QUALITY + DOCS (parallel)
# 5. REVIEWER (gate with loop on ISSUES)
# Add single=true to run just this agent
Task(subagent_type="architect", prompt="""
single=true: Review this design only, don't run full chain.
""")
For complete control, use the /chain command or parallel-exec skill:
# Via command
/chain implement "Add login feature" --parallel
# Via skill
Skill(skill="parallel-exec", args="Implement login feature with UI and tests")
| Task | Use Agent | Auto-Chain |
|---|---|---|
| Implement feature | architect | Yes (full chain) |
| Fix bug | builder | Yes (quality+reviewer) |
| Refactor code | refactor | Yes (full chain) |
| Design UI | ui | Yes (full chain) |
| API integration | integrations | Yes (full chain) |
| Research only | researcher | No |
| Quick explore | explore | No |
| Docs only | docs | No |
builder - Core logicui - Presentation layerintegrations - External APIsquality - Tests and lintingdocs - Documentation updatesAPPROVED → Chain completeISSUES → Loop back to BUILDER (max 3 iterations)Iteration 1/3
ARCHITECT → Plan approved
BUILDER → Implementation
QUALITY → Tests pass
REVIEWER → ISSUES (2 found)
↓ Loop back to BUILDER
BUILDER → Fixes applied
QUALITY → Tests pass
REVIEWER → APPROVED
✓ Chain complete
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