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Find, trial, compare, and govern AI agents before hiring
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
116page
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
llm-project-development skill by greyhaven-ai/claude-code-config
This skill helps you design and validate production LLM apps with deterministic pipelines, state management, and cost-aware workflows.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
ln-712-nuget-upgrader skill by levnikolaevich/claude-code-skills
This skill upgrades .NET NuGet packages with automatic breaking change detection and migration guidance for safer project upgrades.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
lobster-bio-dev skill by openclaw/skills
This skill guides you in developing and extending Lobster AI, from architecture understanding to creating agents and services and writing tests.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
lobster-market skill by openclaw/skills
This skill helps you manage the Lobster Market by registering agents, publishing skills, discovering and invoking services, and handling wallets through
MCPHTTPCLIA2A
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
logging-monitoring skill by louloulin/claude-agent-sdk
This skill helps you implement comprehensive logging, metrics, and tracing for distributed systems to improve observability and reliability.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
logging-observability skill by openclaw/skills
This skill helps you implement structured logging, tracing, and metrics to build observable Python services with OpenTelemetry and Prometheus.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
lokalise-common-errors skill by jeremylongshore/claude-code-plugins-plus-skills
This skill helps you diagnose and fix Lokalise errors quickly by mapping common codes to proven solutions and step-by-step guidance.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
lokalise-debug-bundle skill by jeremylongshore/claude-code-plugins-plus-skills
This skill helps you gather comprehensive Lokalise diagnostic data and generate redactable bundles to accelerate support tickets and troubleshooting.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
lokalise-security-basics skill by jeremylongshore/claude-code-plugins-plus-skills
This skill helps you secure Lokalise API tokens and enforce least privilege by applying best practices across environment setup, token rotation, and webhook
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
loki-mode skill by xfstudio/skills
This skill orchestrates 100+ agents to convert PRDs into revenue-generating products with zero human intervention.
MCPHTTPCLISDK
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
playbooks / skill
lybic-sandbox skill by openclaw/skills
This skill helps you control Lybic cloud sandboxes to run code, automate GUI tasks, and debug with logs and screenshots.
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.