lidge-jun
- 255 skills
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- 10 hours ago last updated
- ▌ Jaw Desktop Control · lidge-jun bundleUnified desktop + browser automation. Routes DOM targets to CDP (cli-jaw browser), desktop apps to Computer Use, hybrid combos to both. Codex desktop/CLI required for Computer Use; macOS is app-scoped and Windows is window-scoped.
- ▌ Jaw Dev Scaffolding · lidge-jun bundleMUST USE for project setup, feature scaffolding, structural audits, or documentation scaffolding — applies the Lidge Standard, colocation, public boundary exports, repo-first convention reuse, and source-of-truth doc planning. Triggers: scaffold, scaffolding, new project, init project, new feature, add module, project setup, structure audit, architecture docs, source-of-truth docs, monorepo setup, API docs, 스캐폴딩, 새 프로젝트, 새 기능, 구조 점검, 모듈 추가.
- ▌ Jaw Dev Uiux Design · lidge-jun bundleMUST USE for UI/UX direction and design judgment — vague visual briefs, onboarding, empty/error/loading states, layout vocabulary, typography breaks, favicons, logos, and brand identity choices. Triggers: make it look good, modern, clean, aesthetic, onboarding, empty state, error state, favicon, logo, design system, 깔끔하게, 모던하게, 감성적으로.
- ▌ Liquid Glass Design · lidge-juniOS 26–27 Liquid Glass design system — dynamic glass material with blur, reflection, interactive morphing, adjustable intensity, and layering for SwiftUI, UIKit, and WidgetKit.
- ▌ Springboot Patterns · lidge-junSpring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
- ▌ Springboot Security · lidge-junSpring Security best practices for authn/authz, validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring Boot services.
- ▌ AI First Engineering · lidge-junEngineering operating model for teams where AI agents generate a large share of implementation output.
- ▌ Codebase Orientation · lidge-junGuide quick orientation of an unfamiliar codebase with module mapping, entry points, and local run steps. Use when a junior developer needs to get situated fast.
- ▌ Cpp Coding Standards · lidge-jun bundleC++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to enforce modern, safe, and idiomatic practices.
- ▌ Documentation Lookup · lidge-junUse up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or when the user names a framework.
- ▌ Enterprise Agent Ops · lidge-junOperate long-lived agent workloads with observability, security boundaries, and lifecycle management. Updated June 2026 with trace-level monitoring, OpenTelemetry, drift detection, and cost attribution.
- ▌ Jaw Dev Architecture · lidge-jun bundleMUST USE for module boundary work, circular dependency detection, coupling review, barrel or re-export changes, and validation placement decisions. Triggers: circular import, module split, layer violation, dependency direction, utils growth, barrel file, re-export, boundary review, architecture refactor, 모듈 경계, 순환 참조.
- ▌ Kotlin Ktor Patterns · lidge-jun bundleKtor server patterns including routing DSL, plugins, authentication, Koin DI, kotlinx.serialization, WebSockets, and testApplication testing.
- ▌ React Best Practices · lidge-jun bundleReact and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
- ▌ Config File Explainer · lidge-junExplain a configuration file and its key options. Use when a junior developer is confused by a config file.
- ▌ Continuous Agent Loop · lidge-junPatterns for continuous autonomous agent loops with quality gates, evaluations, and recovery controls.
- ▌ Java Coding Standards · lidge-junJava coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout.
- ▌ Jaw Dev Code Reviewer · lidge-jun bundleMUST USE for code review and review-readiness — review process, quality thresholds, antipattern detection, review verdicts, and giving/receiving feedback. Triggers: review this, code review, PR review, check my diff, before merge, antipattern, review-readiness, 리뷰, 코드 리뷰, 머지 전에 확인.
- ▌ Morph Ppt 3d · lidge-jun bundle3D Morph PPT — extends morph-ppt with GLB model insertion, cinematographic camera, model-content layout, and enriched visual design system.
- ▌ Plankton Code Quality · lidge-junWrite-time code quality enforcement using Plankton — auto-formatting, linting, and agent-powered fixes on every file edit via hooks.
- ▌ Production Scheduling · lidge-junProduction scheduling, job sequencing, line balancing, changeover optimization, and bottleneck resolution in discrete and batch manufacturing. Includes TOC/drum-buffer-rope, SMED, OEE analysis, disruption response frameworks, and ERP/MES interaction patterns.
- ▌ Receiving Code Review · lidge-junUse when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
- ▌ Security Threat Model · lidge-jun bundleRepository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Trigger only when the user explicitly asks to threat model a codebase or path, enumerate threats/abuse paths, or perform AppSec threat modeling. Do not trigger for general architecture summaries, code review, or non-security design work.
- ▌ Web Artifacts Builder · lidge-jun bundleSuite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.
- ▌ Continuous Learning V2 · lidge-jun bundleInstinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.
- ▌ Data Structure Chooser · lidge-junRecommend basic data structures for a task. Use when a junior developer needs help choosing lists, maps, or sets.
- ▌ Figma Implement Design · lidge-junTranslate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow (design context, screenshots, assets, and project-convention translation). Trigger when the user provides Figma URLs or node IDs, or asks to implement designs or components that must match Figma specs. Requires a working Figma MCP server connection.
- ▌ Jaw Calendar Reminders · lidge-jun bundleControl macOS Calendar.app and Reminders.app from the CLI. Calendars/events (list, read, create, update, search, delete) and reminder lists/reminders (list, add, complete, delete, cleanup) with due dates, alarms, recurrence, priority, and JSON output. Zero install — built-in osascript; uses icalBuddy for fast calendar reads when present.
- ▌ Quality Nonconformance · lidge-junQuality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing. Includes NCR lifecycle, CAPA systems, SPC interpretation, and audit methodology across FDA, IATF 16949, and AS9100 environments.
- ▌ Ralphinho Rfc Pipeline · lidge-junRFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration.
- ▌ Requesting Code Review · lidge-jun bundleUse when completing tasks, implementing major features, or before merging to verify work meets requirements
- ▌ Security Ownership Map · lidge-jun bundleAnalyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Trigger only when the user explicitly wants a security-oriented ownership or bus-factor analysis grounded in git history (for example: orphaned sensitive code, security maintainers, CODEOWNERS reality checks for risk, sensitive hotspots, or ownership clusters). Do not trigger for general maintainer lists or non-security ownership questions.
- ▌ Cost Aware LLM Pipeline · lidge-junCost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.
- ▌ Error Message Explainer · lidge-junExplain compiler/runtime errors in plain language. Use when a junior developer needs help understanding an error message.
- ▌ Hugging Face Evaluation · lidge-jun bundleAdd and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model evaluations with vLLM/lighteval. Works with the model-index metadata format.
- ▌ Kotlin Coroutines Flows · lidge-junKotlin Coroutines and Flow patterns for Android and KMP — structured concurrency, Flow operators, StateFlow, error handling, and testing.
- ▌ Kotlin Exposed Patterns · lidge-jun bundleJetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern.
- ▌ Officecli Accessibility · lidge-junAccessibility checks and remediation for Office documents. Alt-text validation, color contrast, reading order, heading hierarchy, and WCAG 2.1 AA compliance.
- ▌ Officecli Data Pipeline · lidge-jun bundlePandas DataFrame → Excel pipeline. Export pandas split JSON, write explicit cells with officecli batch --input, close, read back persisted values, then format and validate. Supports CJK, embedded newlines, number formatting, conditional formatting, and charts.
- ▌ Security Best Practices · lidge-jun bundlePerform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests security best practices guidance, a security review/report, or secure-by-default coding help. Trigger only for supported languages (python, javascript/typescript, go). Do not trigger for general code review, debugging, or non-security tasks.
- ▌ Flutter Dart Code Review · lidge-junLibrary-agnostic Flutter/Dart code review checklist covering widget best practices, state management patterns (BLoC, Riverpod, Provider, GetX, MobX, Signals), Dart idioms, performance, accessibility, security, and clean architecture.
- ▌ Jaw Structured Renderers · lidge-jun bundleNative Web UI structured renderer schemas for compose-block drafts, search-results cards, dataframe tables, chart-json charts, and diff output
- ▌ Notion Knowledge Capture · lidge-junCapture conversations and decisions into structured Notion pages; use when turning chats/notes into wiki entries, how-tos, decisions, or FAQs with proper linking.
- ▌ Dependency Install Helper · lidge-junGuide installation of project dependencies and toolchains. Use when a junior developer is stuck setting up the environment.
- ▌ Returns Reverse Logistics · lidge-junReturns authorization, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management. Includes grading frameworks, disposition economics, fraud pattern recognition, and vendor recovery processes.
- ▌ Agent Harness Construction · lidge-junDesign and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.
- ▌ Android Clean Architecture · lidge-junClean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer patterns.
- ▌ Content Hash Cache Pattern · lidge-junCache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.
- ▌ Hugging Face Model Trainer · lidge-jun bundleTrain/fine-tune LLMs using TRL on Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO, reward modeling, GGUF conversion, dataset validation, hardware selection, cost estimation, Trackio monitoring, and model persistence. Invoke for cloud GPU training or GGUF conversion.
- ▌ Project Guidelines Example · lidge-junExample project-specific skill template based on a real production application — use as a starting point for your own project skills.
- ▌ Dispatching Parallel Agents · lidge-junUse when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
- ▌ Foundation Models On Device · lidge-junApple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot streaming in iOS 26+.
- ▌ Notion Meeting Intelligence · lidge-junPrepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees.
- ▌ Nutrient Document Processing · lidge-junProcess, convert, OCR, extract, redact, sign, and fill documents using the Nutrient DWS API. Works with PDFs, DOCX, XLSX, PPTX, HTML, and images.
- ▌ Regex Vs LLM Structured Text · lidge-junDecision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only for low-confidence edge cases.
- ▌ Architecture Decision Records · lidge-junCapture architectural decisions made during coding sessions as structured ADRs. Auto-detects decision moments, records context, alternatives considered, and rationale. Maintains an ADR log so future developers understand why the codebase is shaped the way it is.
- ▌ Officecli Pitch Deck · lidge-jun bundleUse this skill when the user wants to create a pitch deck, investor presentation, product launch deck, sales presentation, or business proposal in PowerPoint format. Trigger on: 'pitch deck', 'investor deck', 'Series A deck', 'product launch presentation', 'sales deck', 'fundraising deck', 'startup pitch', 'business proposal slides', 'seed pitch', 'enterprise sales deck'. Output is always a single .pptx file. This skill does NOT use morph transitions -- for morph-animated presentations, use the morph-ppt skill instead.
- ▌ Notion Research Documentation · lidge-junResearch across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with citations.
- ▌ Notion Spec To Implementation · lidge-junTurn Notion specs into implementation plans, tasks, and progress tracking; use when implementing PRDs/feature specs and creating Notion plans + tasks from them.
- ▌ Codeql · lidge-jun bundleRuns CodeQL static analysis for security vulnerability detection using interprocedural data flow and taint tracking. Applicable when finding vulnerabilities, running a security scan, performing a security audit, running CodeQL, building a CodeQL database, selecting query rulesets, creating data extension models, or processing CodeQL SARIF output. NOT for writing custom QL queries or CI/CD pipeline setup.
- ▌ Compose Multiplatform Patterns · lidge-junCompose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI.
- ▌ Logistics Exception Management · lidge-junFreight exception handling: shipment delays, damages, losses, carrier disputes. Includes escalation protocols, carrier-specific behaviors, claims procedures, and judgment frameworks.
- ▌ Semgrep · lidge-jun bundleRun Semgrep static analysis scan on a codebase using parallel subagents. Automatically detects and uses Semgrep Pro for cross-file analysis when available. Use when asked to scan code for vulnerabilities, run a security audit with Semgrep, find bugs, or perform static analysis. Spawns parallel workers for multi-language codebases and triage.
- ▌ Officecli Academic Paper · lidge-jun bundleUse this skill when the user wants to create an academic paper, research paper, white paper, technical report, policy brief, or any formally structured document with TOC, equations, footnotes, endnotes, or scholarly formatting. Trigger on: 'academic paper', 'research paper', 'white paper', 'technical report', 'policy brief', 'journal paper', 'scholarly document', 'paper with equations', 'paper with footnotes', 'paper with TOC', 'manuscript', 'conference paper'. Output is always a single .docx file.
- ▌ Officecli Data Dashboard · lidge-jun bundleUse this skill when the user wants to create a data dashboard, analytics dashboard, KPI dashboard, or executive summary from CSV/tabular data in Excel format. Trigger on: 'dashboard', 'KPI report', 'analytics summary', 'data visualization', 'CSV to Excel dashboard', 'executive dashboard', 'metrics dashboard'. Output is always a single .xlsx file.
- ▌ Officecli Financial Model · lidge-jun bundleUse this skill when the user wants to build a financial model, 3-statement model, DCF valuation, cap table, scenario analysis, or financial projections in Excel. Trigger on: 'financial model', '3-statement model', 'DCF', 'cap table', 'pro forma', 'projections', 'sensitivity analysis', 'waterfall', 'debt schedule', 'break-even', 'discounted cash flow', 'capitalization table', 'fundraising model', 'WACC calculation', 'scenario analysis model'. Input is a text prompt with assumptions. Output is a single .xlsx file with formula-driven, interconnected statement sheets.
- ▌ Modern Python · lidge-jun bundleConfigures Python projects with modern tooling (uv, ruff, ty). Use when creating projects, writing standalone scripts, or migrating from pip/Poetry/mypy/black.
- ▌ Sarif Parsing · lidge-jun bundleParse, analyze, and process SARIF (Static Analysis Results Interchange Format) files. Use when reading security scan results, aggregating findings from multiple tools, deduplicating alerts, extracting specific vulnerabilities, or integrating SARIF data into CI/CD pipelines.
- ▌ Insecure Defaults · lidge-jun bundleDetects fail-open insecure defaults (hardcoded secrets, weak auth, permissive security) that allow apps to run insecurely in production. Use when auditing security, reviewing config management, or analyzing environment variable handling.
- ▌ Differential Review · lidge-jun bundlePerforms security-focused differential review of code changes (PRs, commits, diffs). Adapts analysis depth to codebase size, uses git history for context, calculates blast radius, checks test coverage, and generates comprehensive markdown reports. Automatically detects and prevents security regressions.
- ▌ Terraform Test · lidge-jun bundleGuide for writing Terraform tests (.tftest.hcl). Covers run blocks, assertions, mock providers, test modes, and CI integration.
- ▌ Refactor Module · lidge-jun bundleTransform monolithic Terraform configurations into reusable, maintainable modules following HashiCorp's module design principles and community best practices.
- ▌ Terraform Stacks · lidge-jun bundleGuide for HashiCorp Terraform Stacks — creating, modifying, and validating Stack configurations (.tfcomponent.hcl, .tfdeploy.hcl), managing multi-region/multi-environment infrastructure.
- ▌ Property Based Testing · lidge-jun bundleProvides guidance for property-based testing across multiple languages and smart contracts. Use when writing tests, reviewing code with serialization/validation/parsing patterns, designing features, or when property-based testing would provide stronger coverage than example-based tests.
- ▌ Terraform Style Guide · lidge-junGenerate Terraform HCL code following HashiCorp's official style conventions and best practices. Use when writing, reviewing, or generating Terraform configurations.
- ▌ Provider Actions · lidge-junImplement Terraform Provider actions using the Plugin Framework. Use when developing imperative operations that execute at lifecycle events (before/after create, update, destroy).
- ▌ Azure Verified Modules · lidge-jun bundleAzure Verified Modules (AVM) requirements and best practices for developing certified Azure Terraform modules. Use when creating or reviewing Azure modules that need AVM certification.
- ▌ Provider Resources · lidge-jun bundleImplement Terraform Provider resources and data sources using the Plugin Framework. Use when developing CRUD operations, schema design, state management, and acceptance testing for provider resources.
- ▌ Run Acceptance Tests · lidge-junGuide for running acceptance tests for a Terraform provider. Use this when asked to run an acceptance test or to run a test with the prefix `TestAcc`.
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- ▌ Tdd · lidge-jun bundleUse when implementing any feature or bugfix, before writing implementation code
- ▌ Tts · lidge-junText-to-speech with edge-tts (primary, high-quality neural voices) and macOS say (fallback). Supports Korean, English, Japanese, and 40+ languages. Includes Telegram voice delivery workflow.
- ▌ Sora · lidge-junUse when the user asks to generate, remix, poll, list, download, or delete Sora videos via OpenAI’s video API using the bundled CLI (`scripts/sora.py`), including requests like “generate AI video,” “Sora,” “video remix,” “download video/thumbnail/spritesheet,” and batch video generation; requires `OPENAI_API_KEY` and Sora API access.
- ▌ Tmux · lidge-junRemote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.
- ▌ Xurl · lidge-junA CLI tool for making authenticated requests to the X (Twitter) API. Use this skill when you need to post tweets, reply, quote, search, read posts, manage followers, send DMs, upload media, or interact with any X API v2 endpoint.
- ▌ Atlas · lidge-junmacOS-only AppleScript control for the ChatGPT Atlas desktop app. Use only when the user explicitly asks to control Atlas tabs/bookmarks/history on macOS and the "ChatGPT Atlas" app is installed; do not trigger for general browser tasks or non-macOS environments.
- ▌ X API · lidge-junX/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native content posting.
- ▌ Design · lidge-jun bundlecli-jaw Design workspace: create, preview, run, and export design pages from the right sidebar. Covers panel UX, direct-write workflow, artifact lifecycle, wireframe generation, design system, and Open Design adapter.
- ▌ Linear · lidge-junManage issues, projects & team workflows in Linear. Use when the user wants to read, create or updates tickets in Linear.
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- ▌ Sentry · lidge-junUse when the user asks to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry health data via the Sentry API; perform read-only queries with the bundled script and require `SENTRY_AUTH_TOKEN`.
- ▌ Speech · lidge-junUse when the user asks for text-to-speech narration or voiceover, accessibility reads, audio prompts, or batch speech generation via the OpenAI Audio API; run the bundled CLI (`scripts/text_to_speech.py`) with built-in voices and require `OPENAI_API_KEY` for live calls. Custom voice creation is out of scope.
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- ▌ Web AI · lidge-jun bundleStructured browser web-ai workflow for ChatGPT, Gemini, and Grok in cli-jaw.
- ▌ Jaw Dev · lidge-jun bundleMUST USE for every coding task — classifies work depth (C0-C5), task_tags overlays, modular limits, pre-write search, verification-before-completion, and safety rules. Triggers: develop, implement, refactor, feature, bug fix, test, review, code quality, scaffolding.
- ▌ Jaw Hwp · lidge-jun bundleHWP/HWPX create, read, edit, review, template-fill, QA. Triggers: 한글, .hwp, .hwpx, HWP, HWPX, Korean documents, 한컴오피스, OWPML.
- ▌ Jaw PDF · lidge-junPDF 읽기·생성·편집·리뷰. reportlab/pdfplumber/pypdf + Korean CJK font handling, TOC generation, purpose-driven workflow, visual verification, and ELI5 patterns.
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- ▌ Videodb · lidge-jun bundleSee, Understand, Act on video and audio. Ingest from local files, URLs, RTSP/live feeds, or desktop capture. Extract frames, build visual/semantic/temporal indexes, search moments with timestamps and auto-clips. Transcode, timeline edit (subtitles, overlays, branding, audio, dubbing), generate media assets, and create real-time alerts from live streams.