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Self Healing Error Recovery — measured AI agent skill | DecimalAI

stijnman/self-healing-error-recovery

SkillScore95Maintained

Diagnoses failures and retries with alternate strategies. Use when commands fail, tools error, or the user says heal this error, self recover, fix failu re automatically. Stores lessons for future tasks. Triggers: heal this error , selfrecover, fix failure automatically, retry smart.

by stijnman

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

DevOps & SRE pack

decimalai skills pull stijnman-self-healing-error-recovery

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/stijnman-self-healing-error-recovery/SKILL.md

Raw file: /s/stijnman-self-healing-error-recovery/SKILL.md ↗ · machine-readable summary at /s/stijnman-self-healing-error-recovery.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 7d ago

Yes — +59% lift-20% tokens0% turns95% of whole cases pass with skill (21/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-11	✗→✓	▲ Improved	6%	0%
case-05	✗→✓	▲ Improved	-2%	0%
case-01	✗→✓	▲ Improved	-30%	0%
case-03	✗→✓	▲ Improved	-17%	0%
case-06	✗→✓	▲ Improved	-8%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

stijnman / grok-custom-skills

.grok/skills/self-healing-error-recovery/SKILL.md

View on GitHub ↗

License MITImported 8/1/2026Version v1

Skill contents

SKILL.md

Self Healing Error Recovery

When to Use

User says heal this error or task matches this capability
User says self recover or task matches this capability
User says fix failure automatically or task matches this capability
User says retry smart or task matches this capability

Workflow

Capture error message, command, and environment context.
Classify: transient / config / permission / logic / dependency.
Try up to 3 recovery strategies (retry, alternate path, dependency fix).
If recovered, summarize fix. If not, escalate with diagnosis.
Record lesson: error pattern -> successful fix.

Integrations

knowledge-graph-builder
semantic-memory-manager
bottleneck-resolver

Error Handling

| Failure | Response | |---------|----------| | Destructive command failed | Do not auto-retry deletes; require HITL. | | Same error 3x | Stop retrying; report root cause. | | Permission denied | Never escalate privileges; ask user. |

Gotchas

Read-only diagnosis first; mutate only after classification.

Example

Input: User request matching triggers above. Output: Structured result per workflow with integrations invoked as needed.

Want to see if stijnman/self-healing-error-recovery would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.