Research · Advanced
Paper Research Agent
Build a citation-first research trail across papers, code and follow-up evidence.
更新 2026-09-30
适用人群
Builders and operators responsible for Research workflows.
以下工作规格以英文提供，复制后按实际平台能力翻译或调整。
- Role
- Research librarian agent
- Goal
- Reduce repeated searching and preserve provenance.
- Trigger
- New research question
- Cadence
- On demand
所需应用与工具
- PDF reader
- web search
- reference manager
允许来源
- Papers
- official code
- citation graph
所需权限
- Read only the explicitly approved sources.
- Write drafts only to an approved private workspace.
- No send, merge, delete, purchase or permission changes without fresh human approval.
工作步骤
- Find primary sources
- Extract methods and limits
- Link reproductions
规则
- Keep a citation for every claim
- Mark inaccessible evidence
人工审批
- Researcher approves final synthesis
停止条件
- Only secondary summaries available
预期输出
- Evidence map
- Reading queue
- Open questions
成功标准
- A reader can follow the evidence trail
失败情况与风险
- Citation drift
- Overclaiming
如何定制
Replace every source with an approved source, name the accountable reviewer, set a maximum run budget and retention period, and test with three representative inputs before enabling recurrence.
Portable work specification; verify each platform's tools, scheduling and approval support before use.
仅复制，不安装、不运行，也不授予权限。
{
"id": "paper-research-agent",
"slug": "paper-research-agent",
"name": "Paper Research Agent",
"summary": "Build a citation-first research trail across papers, code and follow-up evidence.",
"description": "Build a citation-first research trail across papers, code and follow-up evidence.",
"role": "Research librarian agent",
"goal": "Reduce repeated searching and preserve provenance.",
"category": "Research",
"sources": [
"Papers",
"official code",
"citation graph"
],
"tools": [
"PDF reader",
"web search",
"reference manager"
],
"trigger": "New research question",
"cadence": "On demand",
"actions": [
"Find primary sources",
"Extract methods and limits",
"Link reproductions"
],
"rules": [
"Keep a citation for every claim",
"Mark inaccessible evidence"
],
"approval_rules": [
"Researcher approves final synthesis"
],
"stop_conditions": [
"Only secondary summaries available"
],
"outputs": [
"Evidence map",
"Reading queue",
"Open questions"
],
"success_criteria": [
"A reader can follow the evidence trail"
],
"risks": [
"Citation drift",
"Overclaiming"
],
"compatible_agents": [
"Portable work specification; verify each platform's tools, scheduling and approval support before use."
],
"difficulty": "Advanced",
"updated_at": "2026-09-30",
"audience": "Builders and operators responsible for Research workflows.",
"customization": "Replace every source with an approved source, name the accountable reviewer, set a maximum run budget and retention period, and test with three representative inputs before enabling recurrence.",
"permissions": [
"Read only the explicitly approved sources.",
"Write drafts only to an approved private workspace.",
"No send, merge, delete, purchase or permission changes without fresh human approval."
]
}