openspec-archive-change
Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.
Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.
Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.
Capture and manage screenshots during test execution
Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.
Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving.
Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.
Observability patterns for logging, monitoring, alerting, and distributed tracing. Use when implementing metrics collection, log aggregation, alerting rules, or distributed tracing across services.
Guide to preprint servers across scientific disciplines
Track and compare research experiments with Aim experiment tracker
Plan reproducible ML experiment runs with parameters and metrics tracking
10 research automation skills. Trigger: automating experiments, tracking results, reproducible pipelines. Design: ML experiment management, workflow orchestration, and lab automation tools.
Detect and manage duplicate items in Zotero libraries
Apply conservation biology methods, databases, and assessment tools
iOS Simulator utility commands for screenshots, resizing, and common operations. Use these commands when taking simulator screenshots, resizing images for API compatibility, or performing common simulator operations.
Use when auditing a large local skill collection, identifying duplicate or imported skills, comparing skill roots, or deciding what to keep, disable, or archive across Codex and adjacent agent skill directories.
Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patterns, what is App Insights, Application Insights guidance, instrumentation examples, APM best practices.
This skill should be used after running tests when failures occur. It provides a systematic approach to diagnosing test failures through instrumentation and root cause analysis.
Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patterns, what is App Insights, Application Insights guidance, instrumentation examples, APM best practices.
Expert knowledge on how to properly maintain and update the central Amplify Gen 2 handbook
Given a research goal, use existing skills, training reports, and references to propose a small, concrete experiment plan.
Instrument error handling, retries, fallbacks, and failure patterns
Instrument database queries, connection pools, and detect N+1 queries
Track complex, multi-session work with dependency graphs using bd (beads) issue tracker. Use when work spans multiple sessions, has complex dependencies, or requires persistent context across compaction cycles. For simple single-session linear tasks, TodoWrite remains appropriate.