Clean Architecture guidance for Triatu: layering, dependencies, and where code belongs. Use when adding new modules, moving code across layers, or updating architecture decisions and docs.
Manage Trello boards, lists, and cards via the Trello REST API.
На втором этапе необходимо научиться осознанно управлять общим планом
Use when user says "/release-prep", "prepare release", "release readiness", or needs to verify a milestone is ready for release.
Batch promote open source projects to tech weeklies and communities.
Sync delta specs from a change to main specs. Use when the user wants to update main specs with changes from a delta spec, without archiving the change.
Show LeetCode problem details and generate Rust template (project)
Implement JWT verification middleware in FastAPI for user auth. Use when securing APIs or handling tokens.
Advanced Juicebox data migration strategies. Use when migrating from other recruiting platforms, performing bulk data imports, or implementing complex data transformation pipelines. Trigger with phrases like "juicebox data migration", "migrate to juicebox", "juicebox import", "juicebox bulk migration".
Guides using bun.sys for system calls and file I/O in Zig. Use when implementing file operations instead of std.fs or std.posix.
Operate the local Scribe MCP tools for logging, project setup, manage_docs workflows, read_file usage, bridge integrations, and sentinel/project mode discipline. Use whenever you need to follow Scribe tool contracts, document management rules, or bridge development.
Apply Customer.io advanced debugging techniques. Use when diagnosing complex issues, investigating delivery problems, or debugging integration failures. Trigger with phrases like "debug customer.io", "customer.io investigation", "customer.io troubleshoot", "customer.io incident".
Implementation and troubleshooting agent - builds features and fixes bugs
Edit PDFs with natural-language instructions using the nano-pdf CLI.
Creates JavaScript classes using Bun's Zig bindings generator (.classes.ts). Use when implementing new JS APIs in Zig with JSC integration.
NixOS and Nix flake development for multi-repo architectures, airgapped deployments, and K3s infrastructure. Use when working with flake.nix files, NixOS modules, derivations, devShells, overlays, OCI image packaging, or composing multiple flake repositories. Covers Nix language syntax, flake inputs/outputs, nixosModules exports, stdenv.mkDerivation, and home-manager integration.
80 多个节点的 workflow，稳定性和可调整性真的不是 subagent 能比拟的吗？本文通过五步框架，展示如何用 Agent + Skills 架构实现复杂工作流，并正面回应稳定性、成本和门槛三大质疑。
Use when editing an existing codebase and the goal is minimal, standard, and non-invasive changes - prioritizes simplest solution, standard libraries first, and surgical modification without unsolicited refactors
Convert an ML PRD into prd.json for ML-Ralph. Use when you have an ML PRD and need prd.json. Triggers on: convert this prd, turn this into ml-ralph format, create prd.json from this, ralph json.
Build the regulation/knowledge update pipeline (official sources -> snapshots -> structured rulesets/templates -> admin approval -> active). Use for keeping visa rules and document requirements up-to-date without code hardcoding. (키워드= 규정 최신화, 공식 정보, 스냅샷, 검수/승인, 룰셋/템플릿 업데이트)