Ranks companies or accounts by strategic relevance and opportunity. Use when the user provides accounts and wants a priority score, tier, rationale, risks, and next action.
中文简介正在准备中。当前显示原文说明。
spiralcrew-ou/profilespider-agent-skills112026年6月21日 更新
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duplicate-record-review
Identifies likely duplicate profiles or companies using available record evidence. Use when the user provides a list and wants duplicate groups, match confidence, and merge recommendations. Describe records as likely duplicates unless there is an exact deterministic match.
中文简介正在准备中。当前显示原文说明。
实测评分 未实测
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- SKILL.md2.1 KB
SKILL.md（原文）
安装前可以查看交给 AI 代理的指令内容。
Duplicate Record Review
Purpose
Identify likely duplicate profiles or companies using available record evidence.
When to use this skill
- De-duplicating a merged or re-scraped list
- Catching the same company under different names
- Preventing double outreach to one contact
- Producing a reviewable merge plan
When not to use this skill
- The records share no comparable identifiers
- You need an irreversible automatic merge (always review)
- The list is already known to be unique
Required inputs
- A list of company or profile records
Optional inputs
- Match keys to prioritize (domain, email)
- A confidence threshold
- Fields that must match exactly
Rules
- Describe matches as likely unless an exact deterministic key matches.
- Report match confidence and the evidence behind it.
- Never auto-merge; recommend and flag for review.
- List conflicting fields explicitly.
- Prefer the most complete record as the survivor.
Process
- Compare records on available keys.
- Group likely duplicates.
- Assess confidence and list matching/conflicting fields.
- Recommend a survivor and merges.
- Set manual-review status.
Output format
Return one record per duplicate group with the following fields:
- duplicate_group
- match_confidence
- matching_fields
- conflicting_fields
- merge_recommendation
- manual_review_status
Validation
- Confirm only exact key matches are called certain.
- Confirm conflicts are listed for each group.
- Confirm no merge is performed automatically.
Limitations
- Without unique keys, matches are probabilistic.
- Distinct entities can share names; review before merging.
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