Individual skill
cohere-core-workflow-a
Build a Cohere v2 RAG pipeline with asymmetric embeddings, retrieval, Rerank v4, grounded Chat, and citation validation. Use when implementing grounded question answering. Trigger with "Cohere RAG", "Cohere retrieval", or "Cohere citations".
plugins/saas-packs/cohere-pack/skills/cohere-core-workflow-a/SKILL.md
Source commit 0500b275e963c027f6b410e8c49c0446945c574e
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- Yes
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- No
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- Observed behavior
- Not checked yet
- Last checked
- Nov 12, 2026
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Repository context
- Repository stars (not skill ratings)
- 2,916
- Repository last updated
- Nov 12, 2026
- License
- MIT
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- ai Repository topic
- automation Repository topic
- claude-code Repository topic
- devops Repository topic
- mcp Repository topic
- ai-agents Repository topic
- anthropic Repository topic
- claude-code-plugins Repository topic
- developer-tools Repository topic
- llm Repository topic
- saas Declared skill tag
- cohere Declared skill tag
- rag Declared skill tag
- engineering Derived category
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SKILL.mdcore · 4,356 bytesreferences/official-docs.mddoc · 3,279 bytes
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# Cohere Retrieval-Augmented Generation
## Overview
Create a measurable retrieval pipeline that separates indexing, query embedding, candidate retrieval, reranking, generation, and citation checks.
## Prerequisites
- The target repository, runtime, environment, and accountable owner
- An approved Cohere team and key for any live verification
- Current quality, security, privacy, capacity, and change-control requirements
## Tool Discipline
Use `Read`, `Glob`, and `Grep` to inspect code, configuration, and evidence. Use `WebFetch` only for current Cohere primary documentation. Use `Write` or `Edit` only when the user requested implementation and the exact target files are known; never write credentials or customer content.