Reliability

Reliability taxonomy generated by the site skill importer.

14 skills
S
debugger

by Shubhamsaboo

The debugger skill helps agents diagnose software failures with an evidence-first workflow for root cause analysis. Use debugger for stack traces, crashes, broken tests, regressions, logs, and intermittent bugs. It guides expected vs actual behavior, hypothesis ranking, targeted tests, fixes, and verification steps.

Debugging
Favorites 0GitHub 104.2k
W
bash-defensive-patterns

by wshobson

bash-defensive-patterns helps agents write safer Bash for production automation, CI/CD, and system scripts with strict mode, traps, cleanup, quoting, and input validation.

Backend Development
Favorites 0GitHub 32.6k
W
python-anti-patterns

by wshobson

python-anti-patterns is a Python code review checklist for spotting fragile patterns like scattered retries, timeout duplication, and hidden complexity before merge, during refactoring, or while debugging.

Code Review
Favorites 0GitHub 32.6k
W
python-error-handling

by wshobson

python-error-handling helps agents write safer Python with fail-fast validation, meaningful exceptions, exception chaining, and partial failure handling for APIs, batch jobs, and debugging.

Debugging
Favorites 0GitHub 32.6k
W
python-observability

by wshobson

python-observability helps you instrument Python services with structured logging, metrics, traces, correlation IDs, and bounded-cardinality patterns for production debugging and safer observability rollouts.

Observability
Favorites 0GitHub 32.6k
W
llm-evaluation

by wshobson

Use the llm-evaluation skill to design repeatable evaluation plans for LLM apps, prompts, RAG systems, and model changes with metrics, human review, benchmarking, and regression checks.

Model Evaluation
Favorites 0GitHub 32.6k
W
debugging-strategies

by wshobson

The debugging-strategies skill provides a structured debugging playbook for reproducing issues, testing hypotheses, isolating causes, and finding root problems across bugs, crashes, leaks, and performance regressions.

Debugging
Favorites 0GitHub 32.6k
W
workflow-orchestration-patterns

by wshobson

workflow-orchestration-patterns helps design durable Temporal workflows for distributed systems. Learn when to use it, how to install it, and how to model workflow vs activity boundaries, compensation, retries, and determinism.

Workflow Automation
Favorites 0GitHub 32.6k
W
saga-orchestration

by wshobson

saga-orchestration helps backend teams design distributed transactions with ordered steps, compensations, timeouts, retries, and stuck-saga recovery. Use it to evaluate fit, read key files, install from the parent repo, and apply the skill to practical microservice workflows.

Backend Development
Favorites 0GitHub 32.6k
W
postmortem-writing

by wshobson

postmortem-writing helps teams create blameless incident postmortems with timelines, root cause analysis, contributing factors, impact, and actionable follow-up items for report writing after outages or near-misses.

Report Writing
Favorites 0GitHub 32.5k
A
shipping-and-launch

by addyosmani

The shipping-and-launch skill prepares risky releases for production with a pre-launch checklist, monitoring setup, staged rollout planning, success criteria, and rollback strategy. Use it when you need safer Deployment, not just a deploy command. It is designed for engineers and operators who want a structured shipping-and-launch guide.

Deployment
Favorites 0GitHub 18.8k
P
harden

by pbakaus

The harden skill helps make frontend UIs production-ready with stronger error handling, empty and loading states, text overflow fixes, i18n support, and edge-case coverage for real-world data.

Frontend Development
Favorites 0GitHub 14.9k
Z
performance-engineer

by zhaono1

performance-engineer is a structured skill for diagnosing bottlenecks, profiling slow systems, and validating fixes with baseline metrics, references, and helper scripts.

Performance Optimization
Favorites 0GitHub 26
G
arch-linux-triage

by github

arch-linux-triage is an Arch Linux troubleshooting skill for diagnosing broken updates, failed services, boot regressions, and package conflicts with pacman, systemctl, journalctl, validation steps, and rollback guidance.

Debugging
Favorites 0GitHub 0
Reliability