research-stage-publication
Publish the current revision of an LLM4AD research workflow stage, including after a user edits and replaces an earlier conversation turn.
Skill by Optima-CityU
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/optima-cityu-research-stage-publication
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, productivity, documentation
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-stage-publication
What's inside
- Skill name
research-stage-publication- Description
- Publish the current revision of an LLM4AD research workflow stage, including after a user edits and replaces an earlier conversation turn.
- License
- BSD-3-Clause
- Instructions
- 17 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Research Stage Publication Use the current visible conversation and current workspace files as the complete source of truth for this revision. Work that disappeared because the user edited an earlier message does not count as the current stage result. Complete the enabled domain Skill, then call `publish_stage_result` once for the current revision even if this stage may have published an earlier revision. Do not skip publication based on an earlier result that is absent from the current conversation. Reusing the domain Skill's stable idempotency key is valid: exact retries are deduplicated, while a changed artifact replaces the stage result. If validation fails, correct the current artifact and retry as directed by the domain Skill. A successful tool response is the only publication-completion signal.
From Optima-CityU/LLM4AD_Next, BSD-3-Clause.
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Use when establishing a research proposal's project foundation, submission constraints, and presentation system before section drafting begins.
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Use when developing a proposal's research purpose, necessity, significance, application value, and practical problem framing from verified evidence.
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proposal-objectives
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Use when defining a proposal's objective hierarchy, research content, work packages, and key scientific or technical problems.
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Use when translating established proposal objectives into research methods, a technical route, formal definitions, and an evaluation plan.
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proposal-literature-evidence
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Use when researching, organizing, and citing the evidence base for a research proposal after its project foundation is established.
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Compare and alternatives
Featured in
Signals
- Stars
- 677
- Forks
- 44
- Open issues
- 1
- Last commit (this folder)
- Sep 24, 2026 (1 month ago)
- Last release
- Sep 29, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- BSD-3-Clause
- Repository
- github.com/Optima-CityU/LLM4AD_Next
- Website
- llm4ad-next.cn
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from Optima-CityU
- 0.818score
proposal-innovation-plan
Optima-CityU
Use when distilling a proposal's innovations and defining milestones, annual plans, contingency points, and expected outcomes.
SkillAFreshness: A★ 677Claude Code +9 - 0.818score
proposal-methods
Optima-CityU
Use when translating established proposal objectives into research methods, a technical route, formal definitions, and an evaluation plan.
SkillAFreshness: A★ 677Claude Code +9 - 0.818score
proposal-objectives
Optima-CityU
Use when defining a proposal's objective hierarchy, research content, work packages, and key scientific or technical problems.
SkillAFreshness: A★ 677Claude Code +9 - 0.818score
proposal-literature-evidence
Optima-CityU
Use when researching, organizing, and citing the evidence base for a research proposal after its project foundation is established.
SkillAFreshness: A★ 677Claude Code +9 - 0.818score
proposal-rationale
Optima-CityU
Use when developing a proposal's research purpose, necessity, significance, application value, and practical problem framing from verified evidence.
SkillAFreshness: A★ 677Claude Code +9 - 0.818score
proposal-foundation-layout
Optima-CityU
Use when establishing a research proposal's project foundation, submission constraints, and presentation system before section drafting begins.
SkillAFreshness: A★ 677Claude Code +9
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Cite this page
research-stage-publication skill. Agent Mart. https://agentmart.dev/skills/optima-cityu-research-stage-publication (last updated 2026-10-24)