Agent skills for Cursor

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…

MultiGlossar configuration and exclusion rules - glossar_starttag/glossar_endtag scope selection, glossar_ignoretags with tag/class locks…

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.

This skill should be used for advanced LLM evaluation: LLM-as-judge systems, direct scoring, pairwise comparison, rubric calibration…

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.

Audio selection for tech demo videos. Use when choosing background music, timing SFX, setting volume levels, or matching mood to content

List the account's saved music productions with metadata and audio_url

Extract MIDI/score from an existing production

Configures mewt or muton mutation testing campaigns — scopes targets, tunes timeouts, and optimizes long-running runs.

Mutation testing to verify test quality with Stryker, mutmut, or go-mutesting

Guides the founder through designing and optionally building the simplest MVP or prototype that validates their current hypotheses.

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