Roles / Role Family Narrow the shortlist Next best action: Filter candidates, then open a profile

Hiring Role Family

Data

Connect APIs, databases, warehouses, spreadsheets, analytics, and ETL workflows.

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How to use this page

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

Common Job Briefs

Start from user language

Connect a dataset or API to a reusable analysis workflow.
Evaluate extraction, transformation, and retrieval candidates.

Playbooks and teams

Sandbox-first next steps

Repository Audit TeamReview a codebase before trusting an agent in productionTeam: /teams/repo-audit-team Research Brief TeamProduce a sourced research memo with reusable contextTeam: /teams/research-brief-team Sales Ops TeamAutomate a repeatable business workflow safelyTeam: /teams/sales-ops-team Docs Refresh TeamRefresh docs, examples, and install instructionsTeam: /teams/docs-refresh-team

Engineering5000 Design4988 Research4731 Operations4999 Sales4998 Legal620 Finance554 Security4995 Data4771 Content5000

Data candidates

Showing 12 of 4771. Adjust filters to narrow the review list without losing job context.

Open family guide

Coding & Development aptos-ecosystem skill by plurigrid/asi

This skill analyzes Aptos ecosystem intelligence from adapters, GitHub activity, and core changes to spot opportunities and track evolution.

playbooks skill MCP, HTTP, CLI, A2A Needs review

Fit66 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

Profile record Trust review Setup guide

Coding & Development arbitrum-dapp-skill skill by openclaw/skills

This skill guides you through Arbitrum dApp development with Stylus and Solidity, covering local DevNode, contracts, testing, deployment, and frontend

playbooks skill MCP, HTTP, CLI, SDK Needs review

Fit66 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

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Review links

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Coding & Development arc-security-mcp skill by openclaw/skills

This skill helps AI agents validate skill safety before installation by querying a threat database and analyzing code for dangerous patterns.

playbooks skill MCP, HTTP, CLI, A2A Needs review

Fit66 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

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Review links

Profile record Trust review Setup guide

Coding & Development Arcade AI

AI Tool-calling Platform

explainx agent MCP, HTTP, CLI, SDK Needs review

Fit66 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

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Review links

Profile record Trust review Setup guide

Coding & Development arcgis-authentication skill by saschabrunnerch/arcgis-maps-sdk-js-ai-context

Implement authentication with ArcGIS using OAuth 2.0, API keys, and identity management. Use for accessing secured services, portal items, and user-specific content.

playbooks skill MCP, HTTP, CLI, SDK Needs review

Fit66 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

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Coding & Development arcgis-coordinates-projection skill by saschabrunnerch/arcgis-maps-sdk-js-ai-context

Work with coordinate systems, projections, and coordinate conversion. Use for transforming coordinates and displaying position in multiple formats.

playbooks skill MCP, HTTP, CLI, SDK Needs review

Fit66 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

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Coding & Development arcgis-knowledge-graphs skill by saschabrunnerch/arcgis-maps-sdk-js-ai-context

Work with ArcGIS Knowledge graphs for storing and querying connected data. Use for graph databases, relationship visualization, and openCypher queries.

playbooks skill MCP, HTTP, CLI, SDK Needs review

Fit66 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

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Coding & Development arcgis-portal-content skill by saschabrunnerch/arcgis-maps-sdk-js-ai-context

Manage portal content including saving WebMaps/WebScenes, bookmarks, slides, and portal items. Use for content persistence, WebMap/WebScene configuration, and navigation presets.

playbooks skill MCP, HTTP, CLI, SDK Needs review

Fit66 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

Profile record Trust review Setup guide

Coding & Development arcgis-scene-effects skill by saschabrunnerch/arcgis-maps-sdk-js-ai-context

Configure SceneView environment settings including shadows, lighting, backgrounds, underground navigation, and elevation modes. Use for realistic 3D visualizations.

playbooks skill MCP, HTTP, CLI, SDK Needs review

Fit66 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

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Workflow Automation arcgis-starter-app skill by saschabrunnerch/arcgis-maps-sdk-js-ai-context

Scaffold a minimal ArcGIS Maps SDK application with TypeScript, Vite, and Calcite Design System. Use when creating new projects from scratch.

playbooks skill MCP, HTTP, CLI, SDK Needs review

Fit66 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

Profile record Trust review Setup guide

Coding & Development arcgis-starter-app-extended skill by saschabrunnerch/arcgis-maps-sdk-js-ai-context

Scaffold a production-ready ArcGIS Maps SDK application with TypeScript, Vite, ESLint, Prettier, git hooks, and GitHub Actions CI/CD.

playbooks skill MCP, HTTP, CLI, SDK Needs review

Fit66 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

Profile record Trust review Setup guide

Coding & Development arcgis-widgets-ui skill by saschabrunnerch/arcgis-maps-sdk-js-ai-context

Build map user interfaces with ArcGIS widgets, Map Components, and Calcite Design System. Use for adding legends, layer lists, search, tables, time sliders, and custom UI layouts.

playbooks skill MCP, HTTP, CLI, SDK Needs review

Fit66 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

Profile record Trust review Setup guide

Review support

Review links

Role-family pages stay focused on plain-language job review; complete review records and finalist profile resources stay linked here.

Open Family guide

Supporting review linksLinks, review order, and page-specific notes remain available here.

Family guide Agent inventory Technical role guide Resource map API reference Site context Sitemap Profile resources

4771 candidates for Data. Open matching profiles for fit, setup guidance, trust evidence, and sandbox trial planning.

Role-family review path

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.

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.