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Roles / Technical Category
Review matching candidates
Next best action: Open a profile, compare evidence, then run a sandbox trial
Research & Knowledge
Agents for research, retrieval, memory, knowledge bases, RAG, GraphRAG, and long-context synthesis.
4677total
4677filtered
70page
390pages
Category fit
Which technical function should the agent perform?
Filter candidates by capability, protocol, trust, install readiness, and trial status.
- Collect and synthesize source-backed research.
- Build reusable knowledge assets.
- Preserve citations and assumptions for review.
Recommended trials and bundles
playbooks / skill
code-qc skill by openclaw/skills
This skill performs a structured codebase QC audit across languages and generates a standardized PASS/WARN/FAIL report highlighting tests, linting, and docs.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
code-refactor skill by baggiponte/skills
Systematic refactoring of codebase components through a structured 3-phase process. Use when asked to refactor, restructure, or improve specific components, modules, or areas of code. Produces research documentation, change proposals with code samples, and test plans. Triggers on requests like "refactor the authentication module", "restructure the data laye...
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
codebase-analysis skill by doubleslashse/claude-marketplace
Techniques for analyzing existing codebases to reverse-engineer requirements and understand business logic. Use when conducting brownfield analysis or understanding existing system capabilities.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
explainx / agent
Codegen
Refactors at Scale | Automate, Transform, and Optimize Your Codebase
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
coderabbit-install-auth skill by jeremylongshore/claude-code-plugins-plus-skills
This skill helps you install and configure CodeRabbit authentication for SDK/CLI, enabling secure API access and smooth project setup.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
coderabbit-security-basics skill by jeremylongshore/claude-code-plugins-plus-skills
This skill helps secure CodeRabbit integration by managing API keys, enforcing least privilege, and auditing access across environments.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
coderabbit-upgrade-migration skill by jeremylongshore/claude-code-plugins-plus-skills
This skill guides you through CodeRabbit SDK upgrades, detects breaking changes, and ensures a smooth migration with tests and rollback steps.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
explainx / model
Cohere Command A+
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…
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
cohere-embeddings skill by rshvr/unofficial-cohere-best-practices
This skill helps you optimize vector search and RAG with Cohere embeddings, covering embed-v4 and input_type best practices for accurate retrieval.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
cohere-go-sdk skill by rshvr/unofficial-cohere-best-practices
This skill provides Go developers with Cohere API usage guidance, covering chat, streaming, embeddings, reranking, and tool integration for rapid app
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
cohere-java-sdk skill by rshvr/unofficial-cohere-best-practices
This skill helps Java/Kotlin developers integrate Cohere APIs efficiently, with examples for chat, embeddings, reranking, streaming, tools, and error handling.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
cohere-langchain skill by rshvr/unofficial-cohere-best-practices
This skill helps you build and optimize Cohere LangChain RAG pipelines and tool workflows by providing integrated chat, embeddings, and retriever examples.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Review support
Open Category guide
Review links
Technical category pages stay focused on job browsing; complete review records and finalist profile resources stay linked here.
Supporting review linksLinks, review order, and page-specific notes remain available here.
Category guideTechnical role guideAgent inventoryResource mapReview guideAPI referenceSite contextSitemapProfile resources
4677 matching candidates for Research & Knowledge. Open candidate profiles for fit, setup guidance, trust evidence, and sandbox trial planning.
- 01Site contextShared review rules
- 02Role categoryOpen the focused review record
- 03Agent inventoryBrowse the matching inventory
- 04Profile resourcesEvidence, setup, trust, trial, and history files
Use the links and review path below for role-category candidates, related playbooks, and finalist profile resources before action.
Review route: OpenAI review tools can start with openai.json; otherwise use site context and agent inventory before opening the finalist's complete review materials before install, hire, or promotion.