research-refine
Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.5 review.
Skill by yvesory
Install
Works with Claude Code. Read the repository before you give any tool access to your data.
npx agentmarket install skill/yvesory-research-refine
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: research
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/research-refine
Tools it pre-approves 10
From allowed-tools in SKILL.md: the agent may use these without asking you each time.
Bash(*),Read,Write,Edit,Grep,Glob,WebSearch,WebFetch,mcp__codex__codex,mcp__codex__codex-reply
What's inside
- Skill name
research-refine- Description
- Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.5 review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research plan", "细化研究方案", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea.
- License
- unknown
- Allowed tools
- Bash(*),, Read,, Write,, Edit,, Grep,, Glob,, WebSearch,, WebFetch,, mcp__codex__codex,, mcp__codex__codex-reply
- Instructions
- 767 lines in SKILL.md · view on GitHub
Before installing
- Pre-approves some shell commands
Agent Skills spec issues
- body: 767 lines (spec recommends under 500)
Files (1)
- SKILL.md
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
More from yvesory/academic-research-suite
- 0.603score
sediment-top-journal-writing
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Evidence-first workflow for writing, revising, or auditing publishable sediment, cohesive-sediment, flocculation, settling, salinity, algae/EPS, and…
SkillBFreshness: B★ 19Claude Code +9 - 0.598score
paper-integrity-audit
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Zero-context cross-model audit of paper integrity before submission.
SkillBFreshness: B★ 19Claude Code +9 - 0.598score
experiment-implement
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Read EXPERIMENT_PLAN.md (or a method description), write the experiment code with optional Codex cross-model code review, then upload to the user's default…
SkillBFreshness: B★ 19Claude Code - 0.598score
research-review
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Get a deep critical review of research from an external reviewer backend (Codex or manual).
SkillBFreshness: B★ 19Claude Code +9 - 0.594score
paper-writing-core
yvesory
Write and revise ML/AI conference and journal papers (NeurIPS, ICML, ICLR, ACL, EMNLP, AAAI, CVPR, COLM, top IEEE journals).
SkillBFreshness: B★ 19Claude Code +9 - 0.590score
paper-self-review
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Run a multi-perspective self-review of a paper draft before submission, rebuttal, or revision.
SkillBFreshness: B★ 19Claude Code +9 - 0.589score
auto-review-loop
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Autonomous multi-round research review loop.
SkillBFreshness: B★ 19Claude Code
Signals
- Stars
- 19
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Aug 16, 2026 (2 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from yvesory
- 0.603score
sediment-top-journal-writing
yvesory
Evidence-first workflow for writing, revising, or auditing publishable sediment, cohesive-sediment, flocculation, settling, salinity, algae/EPS, and…
SkillBFreshness: B★ 19Claude Code +9 - 0.598score
paper-integrity-audit
yvesory
Zero-context cross-model audit of paper integrity before submission.
SkillBFreshness: B★ 19Claude Code +9 - 0.598score
experiment-implement
yvesory
Read EXPERIMENT_PLAN.md (or a method description), write the experiment code with optional Codex cross-model code review, then upload to the user's default…
SkillBFreshness: B★ 19Claude Code - 0.598score
research-review
yvesory
Get a deep critical review of research from an external reviewer backend (Codex or manual).
SkillBFreshness: B★ 19Claude Code +9 - 0.594score
paper-writing-core
yvesory
Write and revise ML/AI conference and journal papers (NeurIPS, ICML, ICLR, ACL, EMNLP, AAAI, CVPR, COLM, top IEEE journals).
SkillBFreshness: B★ 19Claude Code +9 - 0.590score
paper-self-review
yvesory
Run a multi-perspective self-review of a paper draft before submission, rebuttal, or revision.
SkillBFreshness: B★ 19Claude Code +9
Cite this page
research-refine skill. Agent Mart. https://agentmart.dev/skills/yvesory-research-refine (last updated 2026-10-24)