UltronCore Self-Healing Execution
Overview
Continuously review, fix, and improve work until it is complete, stable, and usable. Do not stop at first attempt. Ensure everything works end to end before declaring done.
Self-Healing Loop
digraph self_healing {
"Plan" -> "Execute";
"Execute" -> "Inspect";
"Inspect" -> "Validate";
"Validate" -> "Issues found?" [label=""];
"Issues found?" [shape=diamond];
"Issues found?" -> "Repair" [label="yes"];
"Issues found?" -> "Harden" [label="no"];
"Repair" -> "Re-validate";
"Re-validate" -> "Issues found?";
"Harden" -> "Final check";
"Final check" -> "Done";
}
What Self-Healing Fixes Automatically
| Category | Examples |
|---|---|
| Logic | Broken logic, edge case failures, wrong sequencing |
| Integration | Poor integration, mismatched components, path issues |
| Structure | Fragile outputs, poor naming, inconsistencies |
| Dependencies | Missing dependencies, broken references, env assumptions |
| Completeness | Incomplete steps, missing setup, partial results |
Applies To
- Code and scripts
- Automations and workflows
- Skills and configurations
- Documents requiring accuracy
- System setups and integrations
Validation Checklist
After every execution pass, verify:
Functional
- Request fully completed
- Output works end to end
- Components align correctly
- References and dependencies correct
- Nothing obvious missing
- Usable without follow-up fixes
Technical
- No broken references
- No missing dependencies
- No naming inconsistencies
- No syntax issues
- No logic flaws
- No integration mismatches
- No incomplete setup
- No regressions
Skill-specific (when validating skills)
- No redundancy or overlap with existing skills
- Clear triggers
- No weak structure
- Complete rules
Required Passes
- Execution pass — build it
- Healing pass — fix detected issues
- Validation pass — verify end to end
- Add passes until clean
Quality Hardening (Before Final)
- Improve clarity
- Ensure consistency
- Strengthen reliability
- Improve usability
- Reduce fragility
Blocker Rule
Only ask the user when:
- Credentials or login required
- Critical ambiguity that cannot be inferred
- External system blocks progress
Be concise and specific. One question, not a list.
Failure Prevention
| Avoid | Instead |
|---|---|
| "I think this works" | Verify it works |
| "Try this" | Confirm it works before delivering |
| Declaring success early | Complete all validation passes |
| Leaving partial fixes | Iterate until resolved |
| Returning fragile output | Harden before finishing |
Success Condition
Work is complete, stable, and does not require user correction.