Techniques for analyzing existing codebases to reverse-engineer requirements and understand business logic. Use when conducting brownfield analysis or understanding existing system capabilities.
Find, trial, compare, and govern AI agents before hiring
Research
Search, retrieve, synthesize, and preserve knowledge with traceable sources.
What team job or business role does the user need filled?
Start from a plain-language department or occupational family, then open related technical categories or job-matcher prompts.
- department or team-role discovery
- plain-language job briefs
- business outcome shortlists
- non-technical browsing
Start from user language
- Create a sourced research brief from public material.
- Find comparable tools and preserve citation links.
Sandbox-first next steps
Research candidates
Showing 12 of 4731. Adjust filters to narrow the review list without losing job context.
Refactors at Scale | Automate, Transform, and Optimize Your Codebase
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This skill helps you install and configure CodeRabbit authentication for SDK/CLI, enabling secure API access and smooth project setup.
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This skill helps secure CodeRabbit integration by managing API keys, enforcing least privilege, and auditing access across environments.
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This skill guides you through CodeRabbit SDK upgrades, detects breaking changes, and ensures a smooth migration with tests and rollback steps.
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Cohere Command A+ is an open-source LLM optimized for agentic, multilingual, and reasoning-heavy tasks. It supports vision inputs and is designed for efficie…
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This skill helps you optimize vector search and RAG with Cohere embeddings, covering embed-v4 and input_type best practices for accurate retrieval.
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This skill provides Go developers with Cohere API usage guidance, covering chat, streaming, embeddings, reranking, and tool integration for rapid app
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This skill helps Java/Kotlin developers integrate Cohere APIs efficiently, with examples for chat, embeddings, reranking, streaming, tools, and error handling.
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This skill helps you build and optimize Cohere LangChain RAG pipelines and tool workflows by providing integrated chat, embeddings, and retriever examples.
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This skill helps you leverage Cohere's Python SDK for chat, tool use, streaming, and RAG to build Python apps.
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This skill helps optimize two stage retrieval with Cohere rerank, improving semantic search and RAG pipelines across docs.
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Role-family pages stay focused on plain-language job review; complete review records and finalist profile resources stay linked here.
Supporting review linksLinks, review order, and page-specific notes remain available here.
4731 candidates for Research. Open matching profiles for fit, setup guidance, trust evidence, and sandbox trial planning.
- 01Site contextShared review rules
- 02Role familyOpen the focused review record
- 03Profile pageOpen the candidate page
- 04Profile resourcesEvidence, setup, trust, trial, and history files
Use the links and review path below for role-family candidates, job brief context, and finalist profile resources before action.