Unified multi-project management skill for GitHub, Azure DevOps, and Jira.
Survey existing cloud architecture for lock-in depth and portability gaps.
Coordinate development workflows across multiple Git repositories with synchronized branching, batch commits, cross-repo operations, and…
Reviews product requirement documents from five cross-functional perspectives to uncover specification gaps, edge cases, and architectural…
Maintains strict character and object visual consistency across multi-shot AI video generation workflows.
Complete methodology for solving multi-step time series forecasting competitions where lag features cause systematic underprediction at…
Tenant isolation, row-level security, shared/siloed schema patterns for SaaS platforms.
Review multi-tenant AI deployments for cross-tenant context leakage, LoRA adapter contamination, shared inference worker risks, system…
Coordinating text, image, voice, and tool-use modalities in a single interaction.
Analyzes, describes, compares images, and extracts text using multi-provider vision models across standard AI protocols.
Orchestrates end-to-end multiplatform Chinese content production with automated research, A/B drafting, visual generation, and QA packaging.
Use when synchronizing multiplayer state — MultiplayerSynchronizer, interpolation, prediction, and lag compensation
This skill should be used for advanced LLM evaluation: LLM-as-judge systems, direct scoring, pairwise comparison, rubric calibration…
This skill should be used when long-running agent sessions need context compression, structured summarization, compaction, token-per-task…
This skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context poisoning, context clash…
This skill should be used for improving context efficiency: context budgeting, observation masking, prefix or KV-cache strategy…
This skill should be used when agent work needs file-backed context: durable scratchpads, tool-output offloading, just-in-time discovery…
Use at the START of any bug bounty hunting session, when switching targets, or when feeling lost about what to do next.
CLI for music notation — transpose, export PDF/audio/MIDI, extract parts, manage instruments
Mutation testing to verify test quality with Stryker, mutmut, or go-mutesting
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