phoenix-loop（Phoenix loop 搜索）

Phoenix Loop

Rise from failures. Complete tasks persistently.

When the agent encounters blockers, failures, or repeated friction, this skill starts a self-healing loop: Diagnose -> Extract -> Crystallize -> Verify.

Core Mechanism

1. Diagnose

# Read recent blocked items
Get-Content memory/blocked-items.md | Select-String "Blocker" -Context 3

# Extract failure patterns
Get-Content memory/tasks.md | Select-String "Status: failed" -Context 5

Diagnosis Checklist:

• [ ] Is the failure cause clearly stated?
• [ ] Were at least 2 solution paths attempted?
• [ ] Is minimum unblock input defined?

2. Extract

Extract reusable patterns from failures:

## Failure Pattern: {pattern_name}
- Trigger: {when_this_happens}
- Root Cause: {root_cause}
- Solution: {fix_steps}
- Verification: {verification_criteria}

3. Crystallize

Write the lesson to a local skill:

skills/local/{pattern_name}-recovery.md

Skill Template:

# {Pattern Name} Recovery

## Trigger
When {condition} happens

## Steps
1. {step_1}
2. {step_2}
3. {step_3}

## Verification
- [ ] {check_1}
- [ ] {check_2}

## Fallback
If failed, execute {fallback_action}

4. Verify

Next time a similar issue occurs:

1. Search skills/local/ for matching skills
2. Execute recovery steps
3. Log result to memory/{date}.md
4. Update skill if needed

Privacy Security

All data stored locally:

• NO external logging of failure data
• NO API keys or tokens in skill files
• NO upload of user task content
• Only pattern names and solution steps recorded
• Skills stored in skills/local/ local directory

Sensitive Data Filter: Before writing to any memory or skill, check and remove:

• apiKey, token, secret, password
• Bearer , sk-, OPENCLAW_
• Personal emails, phones, addresses

Executable Completion Criteria

A phoenix-loop task is complete if and only if:

Usage Example

Scenario: Missing API Key Blocks Task

1. Diagnose:

Blocker: Missing Brave API key
Attempted: web_search (failed)
Unblock Input: User runs `openclaw configure --section web`

2. Extract Pattern:

Failure Pattern: missing-api-key
Trigger: Tool requires unconfigured API key
Solution: 1. Detect missing key 2. Return config command 3. Provide fallback

3. Crystallize Skill:

# Missing API Key Recovery

## Trigger
When tool returns "missing_*_api_key" error

## Steps
1. Extract required key name
2. Return config command: openclaw configure --section {section}
3. Provide manual fallback option

## Verification
- [ ] User receives clear config instructions
- [ ] At least 1 alternative provided

4. Verify: Next time an API key issue occurs, auto-apply this skill.

Heartbeat Integration

Add to HEARTBEAT.md:

## Self-Check (Every 24 Hours)
1. Check `memory/blocked-items.md` for blockers older than 24h
2. Run phoenix-loop diagnosis on each long-term blocker
3. If reusable pattern found, create or update skill

Rollback

If the skill causes issues:

# Disable skill (rename)
Rename-Item skills/local/{name}-recovery.md skills/local/{name}-recovery.md.disabled

# Delete skill
Remove-Item skills/local/{name}-recovery.md

References

• memory/blocked-items.md - Blocker records
• memory/tasks.md - Task history
• skills/local/ - Local skill library

Rise stronger from every failure.