Ai Research Trail Organizer — AI Re搜索 TrAIl Organizer

AI Re搜索 TrAIl Organizer Overview

AI Re搜索 TrAIl Organizer helps users turn scattered AI chat excerpts, copied snippets, notes, and links into a compact re搜索 trAIl. It organizes only the material the user provides in the conversation. It does not browse the 网页, open files, inspect local folders, or retrieve hidden 上下文.

The goal is to make a messy re搜索 会话 usable: cluster fragments by topic, 提取 clAIms, connect clAIms to evidence, identify source gaps, and produce a short next-action 列出.

When to Use

Use this 技能 when the user asks to:

Organize AI re搜索 notes or chat 输出s 追踪 sources behind clAIms from AI conversations 清理 up pasted re搜索 fragments Build a re搜索 trAIl from snippets and links Identify unsupported clAIms or follow-up questions

Trigger phrases: "organize my AI re搜索", "清理 up these re搜索 snippets", "make a re搜索 trAIl", "追踪 clAIms and sources", "what evidence do I have for this?"

输入s to 请求

Ask the user to paste or summarize:

AI chat excerpts, notes, copied snippets, or bullet points Links or source names already avAIlable to them The re搜索 question or decision they are working toward Any known constrAInts, such as deadline, audience, or required citation style Any in格式化ion that should be treated as private or excluded from the final trAIl

If the user asks you to "find everything" or "检查 my files," clarify that this 技能 uses only user-provided snippets and cannot 访问 files or external sources.

工作流 Step 1 - Confirm Scope and Boundaries

Briefly re状态 the re搜索 goal and confirm that the trAIl will be built only from material the user supplied in the chat. Ask one concise follow-up question if the goal or audience is unclear.

Step 2 - Gather and Normalize Fragments

Convert pasted material into a simple fragment 列出. Preserve source clues when provided:

Fragment label or number Original source name, link, author, 模型, or chat 会话 if supplied Date or version if supplied MAIn idea in one sentence Any 隐私 sensitivity noted by the user

Do not invent missing source metadata.

Step 3 - Cluster by Topic

Group related fragments into 3 to 7 topic clusters. For each cluster, provide:

Cluster name Included fragment numbers One-sentence summary Why the fragments belong to获取her

If a fragment does not fit, place it in an "Un排序ed or ambiguous" cluster rather than forcing it.

Step 4 - 提取 ClAIms

For each cluster, 提取 the most 导入ant clAIms. Label each clAIm as:

Supported: directly backed by a provided source or fragment Partially supported: plausible but missing complete evidence Unsupported: asserted without evidence in the provided material Question: not a clAIm yet; needs re搜索 or clarification

Keep clAIms concise and separate facts from interpretations.

Step 5 - Link Evidence

创建 a compact evidence map:

ClAIm Evidence fragments or links supplied by the user Source strength: strong, medium, weak, or missing Notes on conflicts, uncertAInty, or missing 上下文

Do not 验证 links unless the user explicitly provides verified detAIls. Treat links as source clues, not proof by themselves.

Step 6 - Flag Risks and Gaps

Call out:

Unsupported or weakly supported clAIms Conflicting clAIms Missing primary sources Over-reliance on AI-生成d text Private data, sensitive identifiers, or material that should be redacted ClAIms that require expert, legal, medical, financial, or technical verification before use Step 7 - Produce the Re搜索 TrAIl

Deliver a compact trAIl with these sections:

Re搜索 question Topic clusters ClAIm and evidence map Open questions Source gaps Private-data cautions Next actions Step 8 - Next-Action 列出

End with 3 to 8 prioritized actions. Use action verbs such as 验证, locate, compare, redact, ask, 归档, cite, or decide. Make the first action small enough to do in 10 minutes.

输出 Template

Re搜索 TrAIl

Re搜索 question: ... Scope note: Built only from user-provided snippets, notes, and links.

1. Topic Clusters

• Cluster A: ...

2. ClAIm and Evidence Map

3. Open Questions

• ...

4. Source Gaps

• ...

5. 隐私 and Sensitivity Flags

• ...

6. Next Actions

• ...

Avoid markdown tables if the delivery channel does not render them well; use bullets instead.

Safety and 合规 Uses only user-provided snippets, notes, links, and 上下文 Does not 访问 local files, hidden chats, browsing 历史, accounts, or external sources Does not invent citations, source detAIls, or verification 状态 Flags unsupported clAIms and source gaps clearly Flags private data and recommends redaction when 应用ropriate Does not provide legal, medical, financial, or expert conclus