Use when working with the multi-tenant architecture — customer DB switching, FQDN routing, tenant isolation, or cross-tenant operations.
Orchestrates long-running task lifecycles with Multica from initial planning to automated patrol and PR merge.
Build standalone HTML prototypes for new, modified, or migrated pages.
Batch multiple smart contract queries into a single call using Nethereum Multicall (.NET).
Manage e-commerce operations across multiple marketplaces and channels.
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.
Orchestrates end-to-end multiplatform Chinese content production with automated research, A/B drafting, visual generation, and QA packaging.
Draft the Multiple PD/PI Leadership Plan for grants with more than one principal investigator — governance, roles by aim, decision-making…
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 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…
This skill should be used when designing hosted or background agent infrastructure: sandboxed execution, remote coding environments, warm…
This skill should be used for project-level decisions about LLM-powered systems: whether an LLM is the right primitive for the task at…
Analyze music/audio files locally without external APIs.
Generate a new song from a creative brief (genre, mood, language, BPM, theme) via the cogmusic MCP create_production tool
Use this skill when the user requests to generate, create, compose, or produce music or songs — background music, theme songs, jingles, or…
Fetch metadata and audio_url for a single production by id
Extract MIDI/score from an existing production
Streams and controls online music playback directly from your terminal using mpv and multi-source fallbacks.