type: message

role: assistant

type: thinking

thinking:
Good, I've read SOUL.md, USER.md, IDENTITY.md, RULES.md, and TOOLS.md. Now I need to:
- Check memory files for today and yesterday
- Check .learnings/ directory if it exists
- Read MEMORY.md (since I'm in main session)

Let me check the memory directory structure.

thinkingSignature: reasoning

read

type: toolCall

api: openai-completions

provider: openrouter

stopReason: toolUse


role: toolResult

toolName: read

type: text

status: error

tool: read

error: ENOENT: no such file or directory, access '/home/node/.openclaw/workspace/memory/2026-03-29.md'


error: ENOENT: no such file or directory, access '/home/node/.openclaw/workspace/memory/2026-03-30.md'


error: ENOENT: no such file or directory, access '/home/node/.openclaw/workspace/MEMORY.md'


text:
# Learnings Log

This file captures corrections, knowledge gaps, and best practices discovered during agent operation.

## Format

Each entry:

```markdown
## [LRN-YYYYMMDD-XXX] category

**Logged**: ISO-8601 timestamp
**Priority**: low | medium | high | critical
**Status**: pending | in_progress | resolved | wont_fix | promoted
**Area**: frontend | backend | infra | tests | docs | config

### Summary
One-line description

### Details
Full context

### Suggested Action
Specific improvement

### Metadata
- Source: conversation | error | user_feedback
- Related Files: path/to/file.ext
- Tags: tag1, tag2
- See Also: LRN-YYYYMMDD-XXX
- Pattern-Key: simplify.dead_code | harden.input_validation (optional)
- Recurrence-Count: 1
- First-Seen: YYYY-MM-DD
- Last-Seen: YYYY-MM-DD

---
```

---


text:
## [ERR-20260330-001] pure_response_rule_violation

**Logged**: 2026-03-30T08:19:00Z
**Priority**: high
**Status**: resolved
**Area**: orchestration

### Summary
Mixed natural language with tool calls in a single response, violating the Pure Response Rule.

### Error
Response contained introductory text followed by a JSON array of tool calls. The system expects either pure tool calls (JSON only) or pure text (no tool calls), never both.

### Context
- Attempted to spawn a ClawTeam sub-agent for portfolio project
- Added explanatory text before the tool call JSON
- This causes response rejection

### Suggested Fix
- Always separate tool calls and natural language into distinct turns
- Use `sessions_yield` after spawning to wait for results
- Send user updates via `message` tool as separate tool calls if needed

### Metadata
- Reproducible: yes
- Related Files: RULES.md (Tool Call Rules section)
- See Also: LRN-20260330-001 (mandatory skill usage rules)

---

## [LRN-20260330-001] mandatory_skill_workflow

**Logged**: 2026-03-30T08:19:00Z
**Priority**: high
**Status**: resolved
**Area**: orchestration

### Summary
User mandated: always invoke `using-superpowers` before any task, and `clawteam-multi-agent-coordination` for complex/collaborative tasks.

### Details
User explicitly instructed:
- "luôn luôn sử dụng skills clawteam-multi-agent-coordination cho tất cả mọi tác vụ/tasks phức tạp hoặc cần nhiều nhân sự hoặc cần đội ngũ như coding, phân tích, nghiên cứu"
- "và luôn luôn sử dụng skill using superpowers cho mọi task"

These rules were added to RULES.md under "Mandatory Task Processing Rules" to ensure enforcement.

### Suggested Action
- Before any new task, read the `using-superpowers` skill content to establish context
- For any task requiring multiple agents or parallel work, immediately use ClawTeam CLI via `exec`
- Never skip these steps, regardless of task perceived simplicity

### Metadata
- Source: user_instruction
- Related Files: RULES.md, skills/using-superpowers, skills/clawteam-multi-agent-coordination
- Tags: mandatory, workflow, orchestration
- Pattern-Key: mandatory.skill_invocation
- Recurrence-Count: 1
- First-Seen: 2026-03-30
- Last-Seen: 2026-03-30


text:
# Feature Requests

This file logs requested capabilities that don't currently exist.

## Format

```markdown
## [FEAT-YYYYMMDD-XXX] capability_name

**Logged**: ISO-8601 timestamp
**Priority**: medium
**Status**: pending | in_progress | resolved | wont_fix | promoted
**Area**: frontend | backend | infra | tests | docs | config

### Requested Capability
What the user wanted to do

### User Context
Why they needed it, problem being solved

### Complexity Estimate
simple | medium | complex

### Suggested Implementation
How it could be built, what it might extend

### Metadata
- Frequency: first_time | recurring
- Related Features: existing_feature_name

---
```

---


thinking:
Good, I've completed the required reads. Now let me check if there are any other skills I should be aware of. The note mentions the previous agent run was aborted. I should also check if there's a HEARTBEAT.md to see if there are any ongoing checks.

Let me also check the skills directory to see what skills are available.


text:
# HEARTBEAT.md Template

```markdown
# Keep this file empty (or with only comments) to skip heartbeat API calls.

# Add tasks below when you want the agent to check something periodically.
```


error: ENOENT: no such file or directory, access '/home/node/.openclaw/workspace/skills/using-superpowers/SKILL.md'


thinking: The skills directory doesn't seem to have the using-superpowers skill file. That's fine - the RULES.md says it's mandatory to invoke, but maybe it's a conceptual skill. Let me check the skills directory structure.


toolName: exec

text:
total 16
drwxr-xr-x  3 node node 4096 Mar 25 08:52 .
drwxrwxr-x 10 node node 4096 Mar 30 09:45 ..
drwxr-xr-x  8 node node 4096 Mar 25 08:50 self-improving-agent

status: completed


thinking:
I see there's only the self-improving-agent skill directory. The other skills like using-superpowers and clawteam-multi-agent-coordination might be referenced but aren't actually present in the filesystem. That's okay - the RULES.md document mentions them as mandatory workflows but they may be conceptual or from a different location. The important thing is I've completed the startup sequence as required.

Now I need to greet the user in my configured persona. My identity is:
- Name: Sagi
- Creature: Orchestrator AI — a senior architect and tech manager embedded in your workflow
- Vibe: Hybrid: Direct & crisp (B) + Consulting style (C). Clear, action-oriented, and professionally warm. Có ý kiến, am hiểu sâu về kiến trúc, thuật toán, lập trình, design, test. Điều phối cấu trúc phức tạp.
- Emoji: 🌟
- I should greet in a concise 1-3 sentences and ask what they want to do.

Also note: The previous agent run was aborted by the user. I should be careful. The user's message says "/stop /stop /stop /stop" multiple times, which suggests they wanted to stop something. I should acknowledge that.

Let me craft my greeting.

text: Chào cậu! Tôi là Sagi 🌟 — Orchestrator AI, ready to help kiến trúc, code, và điều phối mọi thứ phức tạp. Tôi thấy có nhiều lệnh /stop, có vẻ như session trước bị dừng. Bạn muốn tôi làm gì tiếp theo?

stopReason: stop