Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments. Use for creating servers, databases, firewall rules, configurations, backups, and high availability. Triggers: "PostgreSQL", "PostgreSqlFlexibleServer", "PostgreSQL Flexible Server", "Azure Database for PostgreSQL", "PostgreSQL database management", "PostgreSQL firewall", "PostgreSQL backup", "Postgres".
Show the state of terum-skills on this machine — team, clone, session hook, pending work, machine facts — and whether a newer CLI release exists, as Markdown boards. Use when the user asks whether terum-skills is set up, in sync or up to date, or when something about it seems off.
Manage avoid common Cursor IDE pitfalls and mistakes. Triggers on "cursor pitfalls",
"cursor mistakes", "cursor gotchas", "cursor issues", "cursor problems". Use when working with cursor known pitfalls functionality. Trigger with phrases like "cursor known pitfalls", "cursor pitfalls", "cursor".
Browse AnyGen's curated skill collection. Use when the agent needs a skill for a specific task — check the catalog for available options, example prompts, and direct links to skill files.
Fit and analyze state-space models (HMM, SLDS, LDS) on neural time-series data using the ssm package. Handles missing data via masks, multiple initializations, model comparison, and latent state extraction.
Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI. Provides project context, component docs, and usage examples. Applies when working with shadcn/ui, component registries, presets, --preset codes, or any project with a components.json file. Also triggers for "shadcn init", "create an app with --preset", or "switch to --preset".
Daily wisdom review applying Charlie Munger's mental models to your work and thinking. Use when asked to review decisions, analyze thinking patterns, detect biases, apply mental models, do a "Munger review", or run the Munger Observer. Triggers on scheduled daily reviews or manual requests like "run munger observer", "review my thinking", "check for blind spots", or "apply mental models".
Reasons from state spaces, invariant sets, bifurcations, and multiple time scales through normal-form classification, center-manifold reduction, Floquet/Poincaré maps, and continuation tools like AUTO, MatCont, and DynamicalSystems.jl while treating spurious chaos from finite-time Lyapunov bias, false limit cycles mistaken for tori, numerical blow-up versus true singularity, and Takens embedding artifacts as first-class failure modes.
- **Annotation:** Use `@SpringBootTest` only when loading the full application context or testing critical external integrations. Avoid integration overhead.
Fully autonomous QA testing agent for Modular RAG MCP Server. Reads test cases from QA_TEST_PLAN.md, executes ALL test types automatically without human intervention — CLI commands, Dashboard UI via Streamlit AppTest headless rendering, MCP protocol via subprocess JSON-RPC, provider switches, and data lifecycle checks. Diagnoses failures, applies fixes with up to 3 retry rounds, and records results in QA_TEST_PROGRESS.md. Use when user says 'run QA', 'QA test', 'QA 测试', '执行测试', '跑测试', 'test and fix', or wants to execute QA test plan.
Self-learning system that captures corrections during sessions and reminds users to run /reflect to update CLAUDE.md. Use when discussing learnings, corrections, or when the user mentions remembering something for future sessions.
Track and analyze Cursor usage metrics. Triggers on "cursor analytics",
"cursor usage", "cursor metrics", "cursor reporting", "cursor dashboard". Use when working with cursor usage analytics functionality. Trigger with phrases like "cursor usage analytics", "cursor analytics", "cursor".
Use when remix audio already exists or can be detected in a workspace, and the goal is lyric alignment, optional visual-sequence handling, full video rendering, release metadata, paired YouTube and Instagram cover images, and short-video generation with transliterated sync by default.