Describes the Shredder monorepo layout (Turborepo, apps/api, apps/dashboard, apps/worker, packages/core, strategies, indicators, exchanges, risk, backtest, ai, config, data). Use when navigating the codebase, adding features across packages, or explaining how worker, API, and dashboard fit together.

maggiben0

LLM & AI

Clarify

Adaptive requirements clarification with auto-depth routing. Shallow (Q&A) for simple tasks, Deep (exploration + DRAFT + PLAN) for complex ones. Escalates automatically when ambiguity persists.

mag123c0

문서

Pdf

Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.

Maggot47030

Git 워크플로

Obsidian Plugin Release

Obsidian plugin distribution, publishing, and release management. TRIGGER when: preparing a plugin release, publishing to the Obsidian community plugin list, setting up GitHub Actions for automated releases, creating manifest.json or versions.json, submitting a plugin for review, managing BRAT beta releases, or when the user asks about plugin distribution, versioning, or the review process.

magarcia0

자동화 도구

Changelog

Generate a changelog from git history. Use when the user says /changelog, asks to generate a changelog, wants a summary of changes between tags/commits/branches, or needs a CHANGELOG.md file created or updated. Triggers: changelog, changes since, release notes from git, what changed.

maggit0

문서

Excel Qa

Answer questions from Excel files using natural language. Handles files with unknown schemas, headers on any row, and large datasets (100k+ rows). Use when the user provides an Excel file path, sheet number, and a question to answer. Supports lookups ("What is the value for X?") and aggregations ("Total sales by region"). Returns text summary answers.

maggonakash0

Backend

Apidoc

Generate API documentation from code. Use when the user says /apidoc, asks to document an API, generate API docs, create endpoint documentation, or produce an OpenAPI/Swagger spec. Triggers: api doc, api documentation, endpoint docs, swagger, openapi, REST docs, API reference, document routes.

maggit0

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소프트웨어 개발자

소프트웨어 품질 보증 분석가 및 테스터

소프트웨어 품질 보증 분석가 및 테스터

Wrap

Session end — update documentation, commit changes. Use after /review passes or when finishing any work session.

mag123c0

프로젝트 관리

Task

작업 오케스트레이션 스킬. 분석 → 구현 → 리뷰 → 커밋까지 전체 워크플로우 관리. 기능 개발, 버그 수정 등 모든 작업에 사용.

mag123c0

학술

Oss Clarify

오픈소스 기여 가능성 분석. GitHub 레포 URL 또는 이슈 링크를 받아 기여 가능 여부를 판단. Analyze open source contribution viability — use when the user asks about contributing to a GitHub repo, wants to find good first issues, or asks if an issue is worth working on. Trigger on phrases like 'contribute', 'open source', 'good first issue', 'can I work on this', '기여', '오픈소스'.

mag123c0

LLM & AI

Shredder Strategy Implementation

Guides implementation of new deterministic Shredder strategies: StrategyInput, StrategySignal, pure evaluate(), tests, and optional StrategyTool wrapping. Use when adding strategies under packages/strategies or wiring tools in packages/ai for orchestration.

maggiben0

Git 워크플로

Ck Worktree

Create isolated git worktree for parallel development in monorepos.

mafvietnam0

문서

Ocr Pic

Use when: OCR-ing images embedded in a PDF page, especially small images with text on a coloured background. Classifies wargame counter type (NAVY/MARINE) from left-side stripe colour, crops to the text-only right half, OCRs each counter, and emits 10-line labelled field output. Use for: reading ship stats cards, unit counters, or any graphical text embedded in a PDF.

Maggot47030

Backend

Api Design

Use when: designing, reviewing, or troubleshooting REST APIs, HTTP endpoints, or web service integrations. Covers OpenAPI, endpoint structure, parameter conventions, error handling, and best practices for API usability and reliability.

Maggot47030

Full Stack

Frontend

프론트엔드 개발 스킬. RSC 보안, 서버/클라이언트 분리, SEO. 프론트엔드 작업 시 사용.

mag123c0

영업 및 마케팅

Skill Creator

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

Maggot47030

Backend

Mcp Builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Maggot47030

문서

Pdf Work

Use this skill when the user wants to open a PDF file and convert it to plain text (.txt). Triggers on requests like "convert PDF to text", "extract text from PDF", "read a PDF file", "turn this PDF into a text file", or "save PDF content as .txt". Handles both regular text-based PDFs and scanned/image-based PDFs using OCR. Use the existing `pdf` skill for other PDF operations (merge, split, create, fill forms, etc.).

Maggot47030

게임 개발

Algorithmic Art

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.

Maggot47030

Git 워크플로

Standup

Generate a standup report from recent git activity. Use when the user says /standup, asks for a standup update, daily summary, what they worked on yesterday, or a status report based on recent commits. Triggers: standup, daily update, what did I do, status report, yesterday's work, daily summary.

maggit0

자동화 도구

Release

Create release notes, prepare releases, and manage versioning. Use when the user says /release, asks to prepare a release, draft release notes, bump a version, create a git tag, or publish a GitHub release. Triggers: release, version bump, tag, release notes, ship it, cut a release.

maggit0

자동화 도구

Readme

Generate or update a README.md for a project. Use when the user says /readme, asks to create a README, update project documentation, or add a project overview. Triggers: readme, README, project docs, project documentation, getting started guide, how to use.

maggit0

데이터 분석

Perf

Analyze and optimize code performance. Use when the user says /perf, asks about performance, wants to optimize slow code, profile a bottleneck, reduce memory usage, or improve response times. Triggers: perf, performance, slow, optimize, bottleneck, profile, memory, latency, throughput, speed up.

maggit0

생산성 및 통합

Opentodos

Show the latest open TODO items for review and discussion. Use when the user says /opentodos, asks to see pending todos, review open tasks, what's left to do, or wants to pick what to work on next. Triggers: opentodos, open todos, pending tasks, what's left, remaining tasks, show todos, review tasks, backlog.

maggit0

생산성 및 통합

Openpr

Generate a PR description and open a pull request. Use when the user says /openpr, asks to open a PR, create a pull request, or push and open a PR. Triggers: openpr, open pr, pull request, create pr, push and pr.

maggit0

자동화 도구

Explain

Explain code, architecture, or system behavior in detail. Use when the user says /explain, asks to explain a file, function, module, pattern, or wants to understand how something works in the codebase. Triggers: explain, what does this do, how does this work, walk me through, understand, clarify.

maggit0

콘텐츠 제작

Eng Spec

Generate an Engineering Specification. Use when the user says /eng-spec, asks to create a technical spec, engineering spec, system design document, or translate a PRD into a technical plan. Triggers: eng-spec, engineering spec, technical spec, system design, technical design, architecture spec.

maggit0

자동화 도구

Deadcode

Find and remove dead, unused, or unreachable code in a codebase. Use when the user says /deadcode, asks to find unused code, dead code, unreachable code, orphaned files, unused imports, unused variables, or wants to clean up a codebase. Triggers: dead code, unused, unreachable, orphan, cleanup, prune.

maggit0

컨테이너

Shredder Exchange Data

Documents Shredder exchange and data configuration: Binance Spot testnet default, BINANCE_BASE_URL and BINANCE_USE_MAINNET env vars, BinanceAdapter, and MarketDataSource placeholder for Polygon or klines. Use when configuring credentials, switching mainnet, or implementing data ingestion.

maggiben0

모니터링

Shredder Package Indicators

@shredder/indicators: OHLCV matrix layout, ~174 migrated indicators from indicators_to_be_ported, shared `series` primitives, registry/computeIndicator, API and dashboard wiring. Use when adding or fixing indicators, metadata, or matrix helpers.

maggiben0