指标预警处理 — 处理财务或运营指标的异常预警信号， 分析预警原因，确定是否属于真实异常并采取初步行动。 适用情形：KPI 预警触发（跌破阈值/异常波动/趋势恶化），或用户要求"调查 KPI 预警"时执行。 核心：预警分级 + 数据核实 + 原因定位 + 升级判断。
Review and analyze product metrics with trend analysis and actionable insights. Use when running a weekly, monthly, or quarterly metrics review, investigating a sudden sp — from…
Complete non-trivial code changes with evidence-first discovery, conditional planning, bounded scope, and one-pass proof of completion.
Generates appsettings.json for the Kentico Migration Tool CLI. Use when configuring migration settings, ConvertClassesToContentHub, EntityConfigurations, FieldMigrations, or…
Add {{orm}} models for a new domain with tenant isolation, timestamps, and proper registration.
Migrate an essencium-frontend based project to a newer version. Detects current version, analyzes customizations, and applies upstream changes interactively.
Coordinates a repo-wide mechanical migration (rename X → Y across N files, bump dependency version across a monorepo, port a deprecated API call site by site) by dispatching the…
Convert legacy subagents, slash commands, and rules to the unified Agent Skills format. Use when migrating agent resources, consolidating legacy directories, or standardi — from…
Convert legacy subagents, slash commands, and rules to the unified Agent Skills format. Use when migrating agent resources, consolidating legacy directories, or standardi — from…
CSV에서 worklog를 DB로 증분 마이그레이션. User/Project/WorkType을 의미론적으로 추론하여 매핑. 날짜 범위 지정 가능.
Выполнение миграции зависимых файлов после обновления стандарта — Workflows, экземпляры, скрипты. Используй после изменения любого standard-*.md файла для синхронизации всех…
Проверка завершённости миграции — version drift, соответствие содержания Workflows стандарту, актуальность скриптов.
Создание GitHub Milestone с версией, описанием и датой завершения по стандарту проекта. Используй при планировании нового релиза или группировки задач в итерацию.
Обновление описания, закрытие или удаление GitHub Milestone. Используй при изменении срока релиза, закрытии завершённого milestone или удалении ошибочно созданного.
Generates a comprehensive milestone progress review including feature completeness, quality metrics, risk assessment, and go/no-go recommendation.
Concrete test implementations for each of the 10 architect milestones. Run these to validate the entire jadecli ecosystem end-to-end.
Review open milestones for a repo, flag ones that are overdue, empty, or over/under capacity, and suggest re-sequencing.
Проверка GitHub Milestone на соответствие стандарту — формат версии, описание, привязка Issue. Используй для аудита milestones, проверки перед релизом или валидации всех…
Generate mind map images using mind-elixir. Produces PNG or SVG files from plaintext input. Use when the user needs a mind map, concept map, or topic overview diagram.
Trigger with "mine plugins", "analyze plugin collection", "run the full analysis pipeline", "inventory and analyze all plugins", "mine patterns from this directory", or when you…
Reviews any business decision, plan, or strategy through the minimalist entrepreneur lens. Use when someone wants a gut-check on a business decision, wants to simplify their…
Before building anything, justify the tool choice and complexity level. Could a shell script do this? Does it need Node.js? A full application? Prevents over-engineering by…
Run Miri to detect undefined behavior in unsafe code. Use when the user asks to check unsafe code, memory safety, or UB detection.
Rédige, relit ou gradue une mise en demeure commerciale B2B (mise en demeure de payer ou d'exécuter, relance amiable, sommation) en droit français.
Prépare, relit ou structure une lettre d'assertion PI (mise en demeure, lettre informelle, ultime avertissement) en droit français.
Find natural groups in data and label them with plain-language descriptions. Use when the user wants to segment customers, discover topics, group documents, or says 'cluster…
Running reference log of every iOS/mobile bug diagnosed + fixed on the `mobile` branch (symptom → root cause → fix → files/commit), plus the recurring build/runtime gotchas that…
Workflow de migration de maquettes Git vers production. Phases - init, discover, analyze, plan, execute, status.
Structured review of a mockup — info hierarchy, interaction states, responsive behavior, copy slots, design-token usage
Declare or switch working mode. Available modes — explore, build, think-with, ship, cool-off.
Use when validating model downgrades for skills or agents. Runs A/B comparison between current and proposed model, scores outputs against test criteria, produces verdict.
Finds paid AI API calls in the codebase and recommends free open-source replacements. Generates a project-specific eval suite to grade free models against paid ones.
AI image generation toolkit — generate images, edit photos, train LoRAs, manage models, analyze images, upscale, remove backgrounds, and more via the modl CLI.
Evaluates where module boundaries are drawn and whether modules should be merged or split. Use when deciding whether to combine or separate two specific modules, when two modules…
Performance analysis for MolVis rendering, WASM bridge, pipeline, and trajectory playback. Identifies hot paths, GPU buffer issues, and WASM boundary crossing overhead.
Monitors AI-search visibility across answer engines and generative-search surfaces — provider/query citation checks, Google AI Overview/GEO citation presence, Bing/IndexNow…
Monitors a Slack thread, channel, DM, or workspace for a topic, triaging issues and drafting fixes for bugs.
Revisione periodica informativa privacy / policy interne: completezza art. 13-14, coerenza con trattamenti attuali, azioni aggiornamento. Nessuna consulenza legale.
[INTERNAL — invoked by orchestrator/cron, not for direct user use] Background monitor lifecycle — spawn continuous monitors, poll for events, stop monitors, or check health.
Zsynchronizuj lokalnie graf zaleznosci kodu biezacego projektu z Monolynx (modul Polaczenia). Prowadzi za reke: wykrywa graphify (instrukcje instalacji dla macOS/Linux/Wi — from…
Utworz nowy ticket w projekcie Monolynx. Zbiera kontekst z wiki, kodu i grafu zaleznosci, generuje opis w ustalonej formie (cel, kontekst, zakres, kryteria akceptacji,…
Zrecenzuj ticket ze sprintu Monolynx. Sprawdza forme, zgodnosc z wiki i kodem. Generuje tabelke raportu i proponuje poprawki.
Get a date suggestion calibrated to right now — energy level and mood, not just general preferences. The daily layer missing from /date-idea.
Manage Moodle courses via CLI — create/update/delete activities, sections, quizzes, import GIFT questions, and AI-assisted essay grading.
MoonBit の言語仕様、Rabbita API、テストパターン、パッケージ情報を調べる。 MoonBit のコードを書く前に不明点がある場合、コンパイルエラーの原因調査、 API の使い方確認に使用する。
Create a prompt.md spec file for use with the more-loop iterative development script
Daily standup across every active session on this repo — everyone reports, everyone hears the digest, the work nobody is on gets owned, and the morning ends with a Today plan…
Daily-scheduled AI news tracker. Collects updates from 80+ AI entities across 6 sources every 24 hours (default 08:00 UTC+8). Generates scored, deduplicated Markdown reports.
Trigger on /morpheus or /morph, "morph this", "morph it", "engineer this prompt", "optimise this prompt", "make this prompt better", "refine my prompt for", "compress this…
Overview of all Mosaic UI for WPF controls. Use when: implementing a control, looking up properties/events, asking what controls exist, choosing the right control for a UI…
Build, configure, and deploy AI agents using the Motus framework. Use when user wants to create agents, define tools, set up workflows, configure memory or guardrails, or deploy…
Design an N-week strength, endurance, or hybrid training program with progressive overload, deload weeks, equipment-tier substitutions, and recovery cues.
Use when the user asks to pull MSPbots datasets or widgets, export MSPbots data to CSV or JSONL, snapshot KPIs and track week-over-week trends, diff what changed in a dataset,…
Use when auditing or setting up a repository for multi-agent development across Claude Code, Cursor, and Codex — or making a repo compatible with those assistants.
Routing layer for the multi-search MCP server. Trigger when the user wants to search, find, look up, compare, or gather recent web/social/dev/community context - including 搜一下,…
マルチエージェント環境（Claude Code / Codex / GitHub…
Przełącz agenta na dialekt: 'suwalsko' (gwara suwalska), 'kaszebsko' (kaszubski), 'godka' (śląski) lub 'grypsera' (gwara więzienna). Każdy tryb ma 3 poziomy intensywności.
Investigate or edit multiple local git repositories in parallel. Fires when a message contains a `multirepo: , , ...` declaration.
Machine-wide loop muster — enumerate every registered loop with health, ownership, and staleness. Renamed from 'status' to avoid.
Delegate work to a subagent with mutual review gates. Parent owns the plan and the commit. Subagent owns the implementation. Neither proceeds without the other's agreement.