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고고학 발굴조사보고서 고찰 자동 작성 파이프라인. "고찰 작성해줘" 한 번의 명령으로 완료된 보고서+논문+주변유적 보고서를 분석하여 문화재청 표준양식 고찰을 생성. 폴더1(주보고서), 폴더2(논문), 폴더3(비교유적)을 자동 분석. Use for automated archaeological excavation report discussion writing pipeline: analyzes main report + papers + comparison sites to generate discussion following Korean Cultural Heritage Administration standards. One command processes all folders.

Portfolio building, technical interviews, job search strategies, and continuous learning

Use for Phase 7 of Course OS - writing production-ready scripts adapted to content type including video scripts, voiceovers, presentation notes, and facilitation guides. Triggers on "/course-scripts", "write scripts", "video script", "presentation notes", or after completing Phase 6.

Service 层架构与前后端联调规范。Use when creating API services, writing Service classes, or handling backend integration. Triggers on: creating services, API calls, BaseService pattern, rewrites configuration, error handling.

Defines the standard 8-category taxonomy for classifying project files: Config, Tests, Docs, Scripts, Source Code, Data, AI Tooling, and Other. REFERENCE THIS SKILL whenever categorizing files, auditing project structure, or answering 'what types of files are here.' Apply these categories and patterns whether using the bundled script or manual analysis.

Guide for creating and updating README files following autonomous-bits development standards. Use this when asked to create or update README files, ensure documentation completeness, or review README quality.

Instrument services with Prometheus metrics and write PromQL queries. Guides HuleEdu naming conventions, metrics middleware setup, and business vs operational metrics. Integrates with Context7 for latest Prometheus documentation.

Automatically update repository documentation whenever code changes (add/edit/refactor) occur. Use when modifying source code, public APIs/contracts, rendering/interaction/data/compute logic, diagnostics, or build/release/CI flows so docs stay consistent without asking.

Write and maintain ADRs under docs/adrs when architecture decisions are made

Review text message conversations with a specified contact and send appropriate replies with cheerful tone and humor using Arlen's authentic writing style. This skill should be used when the user says "reply to [name]'s text", "respond to [name]", "text [name] back", or wants to send contextual replies to contacts. Automatically handles contact lookup and conversation review via subagent delegation. Integrates email skill writing style guide for authentic voice. Considers ALL messages received from contact since last reply (not just latest). TRIGGER PHRASES - "reply to", "respond to", "text back", "answer [name]'s message".

Эксперт SEO. Используй для поисковой оптимизации, keyword research, technical SEO и link building.

Create compelling demo narratives, flows, and presenter scripts for CustomGPT.ai Labs projects using existing demo links, project docs, and Innovation context.

Use when designing system architecture, creating design documents, planning technical architecture, or making high-level design decisions. Apply when user mentions system design, architecture, technical design, design docs, or asks to architect a solution. Use proactively when a feature requires architectural planning before implementation.

4-layer knowledge capture system for development sessions. Use when user says /mem (quick capture), /distill (extract patterns), /td (post-task retrospective with Before/After context), or /improve (work on pending items). Manages docs/learnings/, docs/knowledge-base/, and docs/retrospective/ directories.

Guidelines for writing effective tests in this project

Enrich a Github [DB] entry with GitHub API metadata (description, stars, language, cover image). Use when user wants to populate a GitHub repo entry with live metadata, enhance github entry, or add github info.

Create design documents for Stapledons Voyage game features. Use when user asks to create a design doc, plan a feature, or document game mechanics. Handles both planned/ and implemented/ docs.

Auto-invoke when reviewing README files, JSDoc comments, or inline documentation. Enforces "WHY not WHAT" principle.

Professional CV and resume builder transforming career narratives into ATS-optimized, multi-format resumes. Integrates with career-biographer for data and competitive-cartographer for positioning. Generates PDF, DOCX, LaTeX, JSON Resume, HTML, and Markdown. Activate on 'resume', 'CV', 'ATS optimization', 'job application'. NOT for cover letters, portfolio websites (use web-design-expert), LinkedIn optimization, or interview preparation.

Unified markdown and skill management specialist providing document quality enforcement (structure, c7score, style), content optimization for AI assistants, and complete skill creation workflow (scaffolding, validation, packaging).