cli-jaw-skills

MUST USE for cli-jaw PABCD orchestration workflows — orchestrate, phase, attest/attestation, interview mode, goal mode, checkpoints, and multi-phase development. Triggers: orchestrate, phase, attest, attestation, interview, goal mode, checkpoint, PABCD, 요구사항 정리, 인터뷰, 스펙 정리. Operate state transitions only when the user explicitly requests orchestration or an active PABCD phase is injected — do not transition state merely because a document mentions phases, goals, or checkpoints.

MUST 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.

Use only on the Codex CLI for native image generation or image editing without an API key. Save final PNG files under ~/.cli-jaw/uploads, report web-ready absolute-path markdown, and send to Telegram or Discord only when explicitly requested.

MUST USE for any real runtime debugging in any language — crashes, silent failures, wrong output, build/test failures, flaky tests, performance regressions, and integration bugs. A 5-phase root-cause method: architecture check → investigate → analyze → hypothesize → implement. Triggers: debug this, why is X failing, flaky test, fix the crash, root cause, error, stack trace, regression, 왜 안 돼, 디버깅, 원인 분석.

MUST 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.

MUST USE for any frontend, web UI, or visual implementation work — building, styling, or redesigning pages/components, responsive layouts, motion, component architecture, and production-surface polish. Triggers: frontend, UI, component, CSS, responsive, animation, React, Vue, Svelte, Tailwind, layout, styling, redesign, mockup, anti-slop, 프론트엔드, UI 작업, 반응형, 디자인 수정.

SVG diagrams, charts, and interactive visualizations for chat UI

MUST USE for testing, QA, regression protection, and release verification — unit, integration, API, contract, Playwright E2E, CI, security-scan, coverage, and TDD strategy. Triggers: write tests, regression test, Playwright, E2E, contract test, coverage, CI flake, TDD, test, testing, QA, 테스트, 회귀 테스트, 품질 게이트.

Ranked repository structure map via `cli-jaw map`. Use for codebase overview, structure map, symbol overview, unfamiliar codebase exploration, architecture orientation. Triggers: repo map, structure map, codebase overview, 와꾸, project structure, unfamiliar code.

MUST 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.

Goal execution guidelines with PABCD integration, verification tiers, documentation workflow, and AI-driven planning

Chrome browser control: open pages, take ref snapshots, click, type, screenshot. Requires cli-jaw server running.

cli-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.

MUST 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.

MUST 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.

MUST USE for backend, API, server, or database work — API design, architecture, database optimization, security hardening, error handling, middleware, observability, queues, and long-lived connections. Triggers: backend, API, REST, GraphQL, schema, migration, query optimization, middleware, OTel, caching, Result pattern, server, 백엔드, API 작업, 마이그레이션, 쿼리 최적화.

MUST USE for infrastructure and delivery work — container builds, deploy pipelines, Kubernetes, Infrastructure as Code, SRE foundations, edge/serverless, ML infrastructure. Triggers: Dockerfile, K8s manifests, CI/CD pipeline, Terraform/IaC, release/deploy, devops/infra/deploy or release_cd task_tags.

MUST USE for security-sensitive code — XSS, CSRF, SQL injection, JWT, OAuth, secrets, OWASP, auth hardening, supply chain, threat model. Triggers: auth/login/token code, input validation at trust boundaries, dependency/release surface, security/threat_model task_tags.

MUST USE for data engineering and analysis work — pipelines, ETL/ELT, data quality, SQL optimization, schema evolution, backfills, and reporting. Triggers: ETL, ELT, pipeline, data quality, SQL optimization, backfill, migration, schema drift, validation, batch vs streaming, dashboard-db, sqlite, audit-log-schema, connector-data, 데이터 파이프라인, 데이터 품질, 백필.

Unified search hub. Route any web/real-time/X lookup through a 4-tier escalation: built-in web search → cli-jaw browser CDP → progrok Grok OAuth → web-ai (Grok Expert / GPT Pro). Use for: search, 검색, web search, latest news, real-time info, X/Twitter, fact lookup, deep research.

HWP/HWPX create, read, edit, review, template-fill, QA. Triggers: 한글, .hwp, .hwpx, HWP, HWPX, Korean documents, 한컴오피스, OWPML.

Word DOCX create, read, edit, review. Triggers: Word doc, .docx, reports, memos, letters, templates.

Excel XLSX create, read, edit, analyze. Triggers: Excel, .xlsx, spreadsheet, financial model, data analysis, pivot, chart.

Use 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.

Use 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.

Use 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.

PowerPoint PPTX create, read, edit, review. Triggers: PowerPoint, PPTX, presentation, slides, deck.

Generate Morph-animated PPTs with officecli

Use 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.

Accessibility checks and remediation for Office documents. Alt-text validation, color contrast, reading order, heading hierarchy, and WCAG 2.1 AA compliance.

CJK (Korean/Japanese/Chinese) text handling overlay for OfficeCLI. Ensures correct fonts, language tags, line-break rules, and encoding for East Asian documents.

Pandas DataFrame → Excel pipeline. Export CSV/TSV from pandas, import with officecli, then format and validate. Supports CJK headers, number formatting, conditional formatting, and charts.

Native Web UI structured renderer schemas for compose-block drafts, search-results cards, dataframe tables, chart-json charts, and diff output

Structured browser web-ai workflow for ChatGPT, Gemini, and Grok in cli-jaw.

Code-based video create, edit, render, preview, and validate. Defaults to Remotion for JSON/React timelines, routes HyperFrames HTML video, TTS/STT captions, FFmpeg transforms, existing-footage editing, and docs-first provider/video-understanding workflows.

Idiomatic Rust patterns, ownership, error handling, traits, concurrency, and best practices for building safe, performant applications.

Persistent long-term memory across sessions. Search, read, and save durable knowledge in the current instance; use dashboard memory only for explicit read-only cross-instance lookup.

Apple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot streaming in iOS 26+.

Compose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI.

Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.