Agent Self-Recovery

SkillAI & models

Detects when the agent is stuck in a loop and escapes systematically. Use when you notice repeated failures or loss of direction.

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Agent Self-Recovery skill

What this skill tells your AI

The instructions your AI receives, as published by archieindian/openclaw-superpowers in skills/openclaw-native/agent-self-recovery/SKILL.md and read by ahel’s review.

State file: ~/.openclaw/skill-state/agent-self-recovery/state.yaml

Signs You're Stuck

  • Tried the same approach 3+ times with the same result
  • Making changes that feel random rather than targeted
  • Lost track of the original goal
  • Taking longer than expected on a 'simple' step

Recovery Protocol

Step 1: Stop

Stop making changes. No more quick tries.

Step 2: Write State

Write to the state file:

  • what_trying: what were you trying to do?
  • what_tried: append this latest approach to the list
  • loop_type: name the pattern (see Step 3)
  • attempts: increment by 1
  • status: recovering
  • started_at: current timestamp (first time only)

Step 3: Name the Loop

Pick the loop_type:

  • same-fix-variations — trying the same fix with minor changes
  • cascading-dependencies — each fix reveals a new dependency
  • unclear-error — unclear what the actual error is
  • lost-goal — lost track of original requirement

Step 4: Break the Loop

If loop_type: unclear-error → use systematic-debugging first. If loop_type: lost-goal → re-read the original requirement. If genuinely blocked → document clearly, ask the user. Update state status: escalated. If context too large → use context-window-management. If truly lost → use task-handoff, ask user to redirect. Update state status: escalated.

Step 5: Resume with a New Approach

Choose a genuinely different approach. Update state last_approach, append to what_tried. On success: update state status: recovered.

Signals

GitHub stars
72
Forks
14
Last commit
May 2026
Advanced
Item type
skill
Key
agent-self-recovery
Source
github.com/archieindian/openclaw-superpowers