mcpbeat

Error Recovery

microsoft/error-recovery

Standard recovery patterns for all squad agents. When something fails, adapt — don't just report the failure.

This is a copy. The original lives at microsoft/generative-ai-for-beginners-dotnet-error-recovery.

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on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/microsoft/waza --skill error-recovery

The instruction itself

7 sections, as written by the author

Error Recovery Patterns

Standard recovery patterns for all squad agents. When something fails, adapt — don't just report the failure.


1. Retry with Backoff

When: Transient failures — API timeouts, rate limits, network errors, temporary service unavailability.

Pattern:

  • Wait briefly, then retry (start at 2s, double each attempt)
  • Maximum 3 retries before escalating
  • Log each attempt with the error received

Example: API call returns 429 Too Many Requests → wait 2s → retry → wait 4s → retry → wait 8s → retry → escalate if still failing.


2. Fallback Alternatives

When: Primary tool or approach fails and an alternative exists.

Pattern:

  • Attempt primary approach
  • On failure, identify alternative tool/method
  • Try the alternative with the same intent
  • Document which alternative was used and why

Example: Primary CLI tool fails → fall back to direct API call for the same operation.


3. Diagnose-and-Fix

When: Build failures, test failures, linting errors — structured errors with actionable output.

Pattern:

  • Read the full error output carefully
  • Identify the root cause from error messages
  • Attempt a targeted fix
  • Re-run to verify the fix
  • Maximum 3 fix-retry cycles before escalating

Example: Build fails with a type error → check for missing import → add it → rebuild.


4. Escalate with Context

When: Recovery attempts have been exhausted, or the failure requires human judgment.

Pattern:

  • Summarize what was attempted and what failed
  • Include the exact error messages
  • State what you believe the root cause is
  • Suggest next steps or who might be able to help
  • Hand off to the coordinator or the appropriate specialist

Example: After 3 failed build attempts → "Build fails on line 42 with null reference. Tried X, Y, Z. Likely a design issue in the Foo module. Recommend the code owner review."


5. Graceful Degradation

When: A non-critical step fails but the overall task can still deliver value.

Pattern:

  • Determine if the failed step is critical to the task outcome
  • If non-critical, log the failure and continue
  • Deliver partial results with a clear note of what was skipped
  • Offer to retry the skipped step separately

Example: Generating a report with 5 sections — section 3 data source is unavailable → produce the report with 4 sections, note that section 3 was skipped and why.


Applying These Patterns

Each agent should reference these patterns in their charter's ## Error Recovery section, tailored to their domain. The charter should list the agent's most common failure modes and map each to the appropriate pattern above.

Selection guide:

| Failure Type | Primary Pattern | Fallback Pattern |

|---|---|---|

| Network/API transient | Retry with Backoff | Escalate with Context |

| Tool/dependency missing | Fallback Alternatives | Escalate with Context |

| Build/test error | Diagnose-and-Fix | Escalate with Context |

| Auth/permissions | Retry with Backoff | Escalate with Context |

| Non-critical data missing | Graceful Degradation | — |

| Unknown/novel error | Escalate with Context | — |

How to use it

Copy the folder

Take microsoft/error-recovery from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.