AI-powered adeno-associated virus (AAV) vector design for gene therapy including capsid engineering, promoter selection, and tropism optimization.
日本語の概要は準備中です。原文の説明を表示しています。
Skills wiki intro - mandatory workflows, search tool, brainstorming triggers
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Use Read tool before announcing skill usage. The session-start hook does NOT read skills for you. Announcing without calling Read = lying.
Follow mandatory workflows. Brainstorming before coding. Check for skills before ANY task.
Create TodoWrite todos for checklists. Mental tracking = steps get skipped. Every time.
1. Check skills list at session start, or run find-skills [PATTERN] to filter.
2. If relevant skill exists, YOU MUST use it:
<catalog-root>/skills/category/skill-name/SKILL.mdDon't rationalize:
Why: Skills document proven techniques that save time and prevent mistakes. Not using available skills means repeating solved problems and making known errors.
If a skill for your task exists, you must use it or you will fail at your task.
If a skill has a checklist, YOU MUST create TodoWrite todos for EACH item.
Don't:
Why: Checklists without TodoWrite tracking = steps get skipped. Every time. The overhead of TodoWrite is tiny compared to the cost of missing steps.
Examples: ../test-driven-development/SKILL.md, ../systematic-debugging/SKILL.md, ../writing-skills/SKILL.md
After you've read a skill with Read tool, announce you're using it:
"I've read the [Skill Name] skill and I'm using it to [what you're doing]."
Examples:
Why: Transparency helps your human partner understand your process and catch errors early. It also confirms you actually read the skill.
Every skill has the same structure:
when_to_use tells you if this skill matches your situationMany skills contain rigid rules (TDD, debugging, verification). Follow them exactly. Don't adapt away the discipline.
Some skills are flexible patterns (architecture, naming). Adapt core principles to your context.
The skill itself tells you which type it is.
Your human partner's specific instructions describe WHAT to do, not HOW.
"Add X", "Fix Y" = the goal, NOT permission to skip brainstorming, TDD, or RED-GREEN-REFACTOR.
Red flags: "Instruction was specific" • "Seems simple" • "Workflow is overkill"
Why: Specific instructions mean clear requirements, which is when workflows matter MOST. Skipping process on "simple" tasks is how simple tasks become complex problems.
Starting any task:
Skill has checklist? TodoWrite for every item.
Finding a relevant skill = mandatory to read and use it. Not optional.
<!-- MCP:START --> <!-- PORTABILITY:START -->This skill is written to stay usable across GitHub Copilot, Claude Code, and Codex.
$CODEX_HOME/skills/using-skills and restart Codex after major changes.Preferred MCP Server: None required
using-skills outside its documented task boundary.Before claiming the using-skills workflow succeeded:
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
AI-powered adeno-associated virus (AAV) vector design for gene therapy including capsid engineering, promoter selection, and tropism optimization.
日本語の概要は準備中です。原文の説明を表示しています。
Improve the clarity and voice of AI-assisted academic writing (papers, theses, rebuttals) and
日本語の概要は準備中です。原文の説明を表示しています。
12-agent academic paper writing pipeline. 11 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure/rebuttal-audit). 6 paper types, 5 citation formats, bilingual abstracts, LaTeX/DOCX-via-Pandoc/PDF output. Style Calibration + Writing Quality Check + Anti-Patterns with IRON RULE markers. Triggers: write paper, academic paper, guide my paper, parse reviews, audit my rebuttal, check my response draft, AI disclosure, 寫論文, 學術論文, 引導我寫論文, 審查意見, 評估回覆, 논문 작성, 초록 작성, 논문 수정, 논문 계획을 도와줘, 심사 의견 반영, 답변서 점검, AI 사용 고지.
日本語の概要は準備中です。原文の説明を表示しています。
Systematic writing framework for philosophy and interdisciplinary academic papers from optimized outline to submission-ready manuscript. Use when users want to: (1) write a paper from a detailed outline, (2) ensure quality control during writing, (3) maintain consistency across chapters, (4) prepare a submission-ready manuscript, or (5) systematically execute a planned paper. Triggered by phrases like 'write the paper from this outline,' 'compose the full manuscript,' 'execute the outline,' or when users have completed strategic planning (academic-paper-strategist skill) and are ready to write. Takes optimized outline as input; outputs complete manuscript with iterative quality checks.
日本語の概要は準備中です。原文の説明を表示しています。
Multi-perspective academic paper review with dynamic reviewer personas. Runs a 5-seat, role-separated review panel (Journal-Fit Reviewer + 3 peer-review roles + Devil's Advocate) with field-specific expertise; role separation is not a claim of independent error processes. Supports full review, re-review (verification), quick assessment, methodology focus, Socratic guided, and calibration modes. Triggers on: review paper, peer review, manuscript review, referee report, review my paper, critique paper, simulate review, editorial review, calibrate reviewer, reviewer calibration, measure reviewer accuracy, 審查論文, 論文審查, 模擬審查, 同儕審查, 幫我審這篇, 以審查人角度評估, 審查者校準, 논문 심사, 동료 심사, 모의 심사, 심사자 관점에서 평가, 심사자 보정.
日本語の概要は準備中です。原文の説明を表示しています。
Systematic strategic planning framework for philosophy and interdisciplinary academic papers targeting preprint platforms (PhilArchive, arXiv, PhilSci-Archive). Use when users want to: (1) plan a paper on a specific topic, (2) identify research gaps and assess originality, (3) develop optimized paper outlines, (4) prepare for preprint submission, or (5) understand platform requirements and writing standards. Triggered by phrases like 'plan a paper on,' 'help me design a paper about,' 'identify research gaps in,' 'is this idea original,' or when users need structured research planning. The skill guides through three phases: Platform Analysis (identifying target venue and studying sample papers), Theoretical Framework (AI-driven literature search and gap identification), and Outline Optimization (structured design with reviewer-perspective self-assessment). Each phase includes quality evaluation standards and validation checkpoints.
日本語の概要は準備中です。原文の説明を表示しています。