2026-AI-Agent-Personal

Use khi user nói 'làm khóa luận', 'thesis V1', 'audit thesis', 'thesis ready to defense?', 'render thesis docx', hoặc trước khi ship academic deliverable. Workflow: planning → draft chapters → 3-agent outside-in audit → fix → assemble DOCX. Backed by thesis-content-standard.md rubric /100.

Dùng khi user nói 'extract citations', 'trích dẫn luận văn', 'audit thesis cite', 'verify bibliography', 'orphan citation check', 'kiểm tra cite luận văn', hoặc khi review thesis chapter trước defense. Parse `[N]` cite keys từ thesis chapters + verify chéo với `documents/<thesis-dir>/references/bibliography.md` → báo 3 bucket: matched / orphan-body (cite không có entry) / orphan-bib (entry không cite).

Dùng khi user nói 'figure curation', 'thesis figures', 'caption', 'đánh số hình', 'INDEX figure', 'curate figure cho Chapter N', 'add figure to thesis', 'kiểm tra caption hình', 'audit figure thesis'. Codifies selection criteria (figure vs table vs prose), per-chapter numbering N.M, Vietnamese caption format, per-chapter INDEX generation. Pair với thesis-docx pipeline.

Use when user says 'review UI', 'check design', 'audit screenshots', or after any UI/UX code change. Auto-runs after every frontend PR. Captures before/after screenshots, scores per-screen on /128 scale.

Dùng khi user nói 'extract citations', 'trích dẫn luận văn', 'audit thesis cite', 'verify bibliography', 'orphan citation check', 'kiểm tra cite luận văn', hoặc khi review thesis chapter trước defense. Parse `[N]` cite keys từ thesis chapters + verify chéo với `documents/<thesis-dir>/references/bibliography.md` → báo 3 bucket: matched / orphan-body (cite không có entry) / orphan-bib (entry không cite).

Dùng khi user nói 'figure curation', 'thesis figures', 'caption', 'đánh số hình', 'INDEX figure', 'curate figure cho Chapter N', 'add figure to thesis', 'kiểm tra caption hình', 'audit figure thesis'. Codifies selection criteria (figure vs table vs prose), per-chapter numbering N.M, Vietnamese caption format, per-chapter INDEX generation. Pair với thesis-docx pipeline.

"Use when user says '{trigger phrase 1}', '{trigger phrase 2}', or {situation when skill applies}. {What the skill does in one sentence}."

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

Use when you have a written implementation plan to execute in a separate session with review checkpoints

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

Use when executing implementation plans with independent tasks in the current session

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

Use when you have a spec or requirements for a multi-step task, before touching code