{"schemaVersion":"agentstaffer.install.v0","generatedAt":"2026-10-16T19:02:01.200Z","agent":{"id":"claudemarketplaces:skills-hoodini-ai-agents-skills-aws-strands","name":"aws-strands","type":"skill","source":"claudemarketplaces","profileUrl":"https://agentstaffer.com/skills/claudemarketplaces-aws-strands","sourceUrl":"https://claudemarketplaces.com/skills/hoodini/ai-agents-skills/aws-strands","capabilities":["Multi-agent orchestration","Coding assistance","Reusable skill package","Design assistance"],"primaryFunction":{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},"functionCategories":[{"id":"coding-development","label":"Coding & Development","description":"Agents for software engineering, IDE assistance, code generation, code review, and developer workflows."},{"id":"workflow-automation","label":"Workflow Automation","description":"Agents that run repeatable workflows, automate operations, trigger actions, or coordinate task pipelines."},{"id":"multi-agent-orchestration","label":"Multi-agent Orchestration","description":"Frameworks and tools for coordinating multiple agents, teams, roles, swarms, or AI workforces."},{"id":"mcp-tool-integration","label":"MCP & Tool Integration","description":"MCP servers, tool-use layers, SDK adapters, and integrations that connect agents to external tools."},{"id":"model-inference","label":"Models & Inference","description":"Model packages, inference runtimes, LLM serving, multimodal models, and AI model tooling."}],"protocolSupport":["sdk"],"status":"pending","fitScore":54,"scoreBreakdown":{"score":54,"relevance":92,"external":null,"protocol":25,"traction":42,"community":50,"externalReviews":0,"statusAdjustment":0},"installReadiness":"Source guide","clientSupport":[{"id":"claude-code","label":"Claude Code","confidence":"detected","evidence":"Claude or Anthropic compatibility is mentioned in public metadata."}],"requirements":[{"id":"sandbox","label":"Sandbox workspace","detail":"Run the first trial in a throwaway directory or isolated environment.","severity":"required"},{"id":"license-review","label":"License review","detail":"License metadata is missing from the current public profile.","severity":"review"}],"recommendedTrial":{"title":"Run a small code review trial","input":"Give the agent one low-risk issue or one small pull request and ask for defects, tests, and a patch plan.","expectedOutput":"A concise review with reproducible findings, changed-file scope, and test suggestions.","safetyNotes":["Run in a sandbox or throwaway workspace.","Use non-production data and temporary credentials.","Capture output, logs, install friction, and any permission requests."],"decisionCriteria":["Finds concrete issues","Avoids broad rewrites","Explains tradeoffs","Can be evaluated without secrets"]}},"install":{"methods":[{"id":"source-guide","label":"Source guide","readiness":"manual","url":"https://claudemarketplaces.com/skills/hoodini/ai-agents-skills/aws-strands","description":"Open the source documentation and verify permissions, runtime, and maintenance before trial."}],"quickInstall":[{"id":"codex","label":"Codex","kind":"prompt","readiness":"manual","copyText":"Review this AgentStaffer install manifest before installing: https://agentstaffer.com/skills/claudemarketplaces-aws-strands/install.json","steps":["Open the AgentStaffer install manifest.","Ask Codex to inspect the source documentation and produce a safe install plan.","Use this first trial: Run a small code review trial."],"urls":{"profile":"https://agentstaffer.com/skills/claudemarketplaces-aws-strands","manifest":"https://agentstaffer.com/skills/claudemarketplaces-aws-strands/install.json","source":"https://claudemarketplaces.com/skills/hoodini/ai-agents-skills/aws-strands"}},{"id":"claude-desktop","label":"Claude Desktop","kind":"guide","readiness":"manual","copyText":"Use https://agentstaffer.com/skills/claudemarketplaces-aws-strands/install.json to verify whether this listing exposes an MCP server before adding it to Claude Desktop.","steps":["Open the source docs and find the MCP server command.","Restart Claude Desktop.","Run one read-only trial before using private data."],"urls":{"profile":"https://agentstaffer.com/skills/claudemarketplaces-aws-strands","manifest":"https://agentstaffer.com/skills/claudemarketplaces-aws-strands/install.json","mcp":null}},{"id":"cursor-vscode","label":"Cursor / VS Code","kind":"guide","readiness":"manual","copyText":"Open https://agentstaffer.com/skills/claudemarketplaces-aws-strands/install.json and follow the source install guide.","steps":["Create a sandbox workspace.","Keep credentials out of the first run.","Evaluate with: Run a small code review trial."],"urls":{"profile":"https://agentstaffer.com/skills/claudemarketplaces-aws-strands","manifest":"https://agentstaffer.com/skills/claudemarketplaces-aws-strands/install.json","mcp":null}},{"id":"terminal","label":"Local terminal","kind":"guide","readiness":"manual","copyText":"Source: https://claudemarketplaces.com/skills/hoodini/ai-agents-skills/aws-strands\nInstall manifest: https://agentstaffer.com/skills/claudemarketplaces-aws-strands/install.json","steps":["Use a throwaway directory and temporary credentials.","Follow the source install guide manually.","Capture install friction, logs, and permission requests in an AgentStaffer evaluation."],"urls":{"profile":"https://agentstaffer.com/skills/claudemarketplaces-aws-strands","manifest":"https://agentstaffer.com/skills/claudemarketplaces-aws-strands/install.json","source":"https://claudemarketplaces.com/skills/hoodini/ai-agents-skills/aws-strands"}}],"mcp":null,"npm":null,"source":{"url":"https://claudemarketplaces.com/skills/hoodini/ai-agents-skills/aws-strands"}},"guides":[{"platform":"Claude Desktop","fit":"Manual setup","steps":["Download the install file and open the source documentation.","Open Claude Desktop settings and locate the MCP server configuration file.","If the project exposes an MCP server, add its documented mcpServers entry and restart Claude Desktop."]},{"platform":"Cursor / VS Code","fit":"Manual setup","steps":["Open the source documentation and find the editor integration steps.","Keep secrets in your local editor settings or environment variables.","Reload the editor and test the agent with a small sandbox task first."]},{"platform":"Dify / n8n / Langflow","fit":"Workflow setup","steps":["Download the AgentStaffer install file and attach it to your workflow notes.","Use the source URL or API endpoint as the tool, workflow, or node reference.","Run one evaluation task and submit the result back to AgentStaffer."]},{"platform":"Local / Terminal","fit":"Source install","steps":["Use the source repository instructions.","Inspect the source before running it with private data.","Run the first test in a sandbox directory with throwaway credentials."]}],"safety":["Review the source repository before running an agent locally.","Run the first task in a sandbox with throwaway credentials.","Do not paste production secrets into unverified agents."],"governance":{"riskSignals":[{"level":"medium","label":"No community evaluation","detail":"AgentStaffer users have not submitted a review yet."},{"level":"medium","label":"Third-party reputation pending","detail":"Third-party review or discussion signal is pending. Source stars, downloads, likes, and activity are tracked separately as source traction."},{"level":"medium","label":"Unknown license","detail":"License metadata is missing, so commercial or redistribution rights need manual review."},{"level":"review","label":"Marketplace review note","detail":"matches:agent,agents,skill,skills,multi-agent"},{"level":"review","label":"Marketplace review note","detail":"protocol:sdk"},{"level":"review","label":"Marketplace review note","detail":"capabilities:Multi-agent orchestration,Coding assistance,Reusable skill package,Design assistance"}],"qualitySignals":[{"level":"positive","label":"Protocol metadata","detail":"SDK support detected."},{"level":"positive","label":"Recent source activity","detail":"Updated about 128 days ago."}],"fitDimensions":[{"id":"capability-fit","label":"Capability fit","score":92,"evidence":"Coding & Development"},{"id":"trust","label":"Trust","score":50,"evidence":"Needs review"},{"id":"integration","label":"Integration readiness","score":25,"evidence":"Source guide"},{"id":"maintenance","label":"Maintenance signal","score":42,"evidence":"225 stars"},{"id":"community","label":"Community proof","score":50,"evidence":"Community review pending"},{"id":"trial","label":"Trial readiness","score":29,"evidence":"Run a small code review trial"}]},"trial":{"title":"Run a small code review trial","input":"Give the agent one low-risk issue or one small pull request and ask for defects, tests, and a patch plan.","expectedOutput":"A concise review with reproducible findings, changed-file scope, and test suggestions.","safetyNotes":["Run in a sandbox or throwaway workspace.","Use non-production data and temporary credentials.","Capture output, logs, install friction, and any permission requests."],"decisionCriteria":["Finds concrete issues","Avoids broad rewrites","Explains tradeoffs","Can be evaluated without secrets"]}}