mcpbeat Sign in

Error Recovery Patterns Agent Skill

Design gh-aw error handling, retry, recovery, and debugging flows.

818 tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
4864
stars on the repo
on the repository, not the skill itself

Install

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

The instruction itself

13 sections, as written by the author

Error Recovery Patterns Skill

Use this skill for error handling, recovery strategies, and debugging in gh-aw.

Purpose

Implement robust recovery patterns to:

  • Reduce retry loops in agent sessions (target: <10% vs current 23%)
  • Implement circuit breakers to prevent infinite retry loops
  • Add proactive recovery for installation, dependency, and API failures
  • Improve debug logging for recovery attempts

When to Use This Skill

Use this skill when:

  • Implementing retry logic for network operations, installations, or API calls
  • Debugging retry loop issues in workflows or agent sessions
  • Adding error recovery patterns to new or existing code
  • Understanding transient vs non-transient error classification
  • Implementing circuit breakers or exponential backoff
  • Adding debug logging for recovery attempts

Key Concepts Covered

1. Circuit Breaker Pattern

  • Maximum retry limits (standard: 3 attempts)
  • Exponential backoff strategies
  • Fail-fast on non-transient errors
  • Implementation in JavaScript, Shell, and Go

2. Installation Failure Recovery

  • NPM installation with cache clearing and registry fallbacks
  • Python pip installation with mirror alternatives
  • Docker image pull with retry and rate limit handling
  • Copilot CLI installation with network retry

3. API Timeout and Rate Limit Handling

  • GitHub API rate limit detection and backoff
  • Transient error detection patterns
  • Custom retry configuration for different APIs
  • Rate limit-specific retry strategies

4. Debug Logging for Recovery

  • Logger package usage for retry attempts
  • Category naming conventions (pkg:filename)
  • DEBUG environment variable patterns
  • Zero-overhead logging when disabled

5. Error Categorization

  • Transient vs non-transient errors
  • Network errors, timeout patterns
  • HTTP error codes (502, 503, 504)
  • GitHub-specific errors (rate limits, abuse detection)

Anti-Patterns to Avoid

This skill explicitly covers anti-patterns to avoid:

  • ❌ Infinite retry loops without maximum limits
  • ❌ Retrying validation errors that won't self-correct
  • ❌ No backoff delay between attempts
  • ❌ Silent retries without logging
  • ❌ Retrying non-transient errors

Code Examples Provided

The skill includes production-ready examples for:

  • JavaScript retry with withRetry() function
  • Shell script retry loops with exponential backoff
  • Go retry patterns with context and timeouts
  • NPM/pip/docker installation recovery
  • GitHub API rate limit handling
  • Debug logging for all recovery attempts
  • error-messages - Error message formatting and style guide
  • error-pattern-safety - Safety guidelines for error pattern regex
  • developer - General development guidelines and conventions

Full Documentation

Complete documentation available at: ../../scratchpad/error-recovery-patterns.md

This skill references the comprehensive error recovery patterns document which includes:

  • Console formatting requirements
  • Error wrapping patterns
  • Common error scenarios with step-by-step resolution
  • Error message templates
  • Debugging runbook
  • Error categorization decision trees
  • Metrics and monitoring strategies

Other skills for the same job

different authors, same section of the catalogue
Protocolsio Integration
by christophacham
×4

Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.

16k tokens
Tailored Resume Generator
by frostant
×4

Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances

3k tokens
Expo Dev Client
by openai
vendor ×3

Build and distribute Expo development clients locally or via TestFlight

961 tokens
Executing Plans
by ZhanlinCui
×3

Use when you have a written implementation plan to execute in a separate session with review checkpoints

542 tokens
Anndata
by christophacham
×3

Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.

16k tokens
Benchling Integration
by christophacham
×3

Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.

14k tokens
Biopython
by christophacham
×3

Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.

24k tokens
Cellxgene Census
by christophacham
×3

Query the CELLxGENE Census (61M+ cells) programmatically. Use when you need expression data across tissues, diseases, or cell types from the largest curated single-cell atlas. Best for population-scale queries, reference atlas comparisons. For analyzing your own data use scanpy or scvi-tools.

8k tokens

How to use it

Copy the folder

Take github/error-recovery-patterns 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.

Install what it needs

The instructions reference pip, npm. Without those the skill loads but fails at the first command.