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Paper workflow combining reading and card creation. Use for paper summary plus visual card, 논문 읽고 카드, paper to card.
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Based on SOC occupation classification
Run iterative agent evaluation and improvement loops (judge, improve, scenarios, playbooks) via pi-autocontext or autoctx CLI. Use when improving repeatable agent workflows (review rubrics, skill quality, scenario-based feedback), checking run status, or accumulating knowledge—not for one-off code edits or repo pattern drift (use continuity) or single PR review (use zereight-review).
Pi-native evaluate→improve→persist harness. Provides a systematic loop for generating candidates, judging them against rubrics, and accumulating knowledge as playbooks. Use for iterative output improvement, not for one-off edits (use continuity) or single PR review (use zereight-review).
Audit agent skills — token cost, duplicates, outdated plugin versions, unused skills, and overly long descriptions. Use when trimming skill prompt budget, finding duplicate or unused skills, auditing plugin versions, or deciding which skills to remove.
Diagnose why a skill is missing from Pi /skill or Cursor lists. Use when a skill exists on disk but does not appear, Pi shows only project or extension skills, or after adding a repo skill under .agents/skills/.
Comprehensive code review skill for practical PR feedback. Use for feature, bugfix, and refactor reviews. Prioritizes correctness, edge cases, logic invariants, fallback-chain safety, async state transitions, architecture analysis, OWASP security, and clear actionable feedback.
Skill map and inventory workflow. Use for scanning installed skills, skill overview, 스킬 목록, skill map.
| name | ljg-paper-flow |
| description | Paper workflow combining reading and card creation. Use for paper summary plus visual card, 논문 읽고 카드, paper to card. |
| user_invocable | true |
| version | 1.0.0 |
논문을 읽고 핵심 내용을 카드 이미지까지 만든다.
ljg-paper로 논문을 읽고 요약 노트를 만든다.ljg-card -c 또는 상황에 맞는 카드 모드로 PNG를 만든다.논문 여러 개가 들어오면 하나씩 처리한다.