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 test-coverage-improver skill by openai/openai-agents-python

This skill analyzes test coverage results, identifies gaps, proposes high-impact tests, and coordinates approval before implementation.

playbooks skill MCP, HTTP, CLI Needs review

Fit61 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

Profile record Trust review Setup guide

Coding & Development test-generation skill by tatat/agents-playground

Generate unit tests, integration tests, and test fixtures for code

playbooks skill MCP, HTTP, CLI Needs review

Fit61 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

Profile record Trust review Setup guide

Coding & Development test-idea-rewriting skill by proffesor-for-testing/agentic-qe

This skill rewrites passive test ideas like Verify X into active, observable actions to improve test clarity and maintainability.

playbooks skill MCP, HTTP, CLI Needs review

Fit61 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

Profile record Trust review Setup guide

Workflow Automation test-web-searcher skill by openclaw/skills

This skill helps AI agents fetch concise, relevant web results via Tavily API, speeding research and keeping outputs focused.

playbooks skill MCP, HTTP, CLI Needs review

Fit61 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

Profile record Trust review Setup guide

Coding & Development tester skill by truongnat/agentic-sdlc

This skill helps you perform thorough functional and automated testing by guiding KB search, test execution, bug reporting, and documentation.

playbooks skill MCP, HTTP, CLI Needs review

Fit61 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

Profile record Trust review Setup guide

Coding & Development testgen skill by 0xdarkmatter/claude-mods

This skill generates comprehensive tests by automatically detecting frameworks and project standards, routing to expert agents, and creating well-structured

playbooks skill MCP, HTTP, CLI Needs review

Fit61 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

Profile record Trust review Setup guide

Coding & Development testing skill by mcouthon/agents

This skill helps you design robust behavioral tests by guiding what to test, using a self-test checklist, and selecting appropriate test doubles.

playbooks skill MCP, HTTP, CLI Needs review

Fit61 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

Profile record Trust review Setup guide

Coding & Development Testing skills for AI agents

Browse Testing skills for Claude Code, Cursor, Codex and more AI coding agents.

playbooks workflow MCP, HTTP, CLI Needs review

Fit61 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

Profile record Trust review Setup guide

Workflow Automation testing-sagb skill by openclaw/skills

This skill helps you manage Solana token launches, claim fees, and launch tokens for agents or humans, enabling earnings through Bags.

playbooks skill MCP, HTTP, CLI Needs review

Fit61 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

Profile record Trust review Setup guide

Coding & Development testing-skills-with-subagents skill by ed3dai/ed3d-plugins

This skill helps you verify skills under pressure using RED-GREEN-REFACTOR, documenting failures and iterating to close loopholes.

playbooks skill MCP, HTTP, CLI Needs review

Fit61 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

Profile record Trust review Setup guide

Coding & Development testing-skills-with-subagents skill by lerianstudio/ring

This skill guides TDD-like testing of subagent behavior by executing RED-GREEN-REFACTOR cycles to enforce compliance under pressure.

playbooks skill MCP, HTTP, CLI Needs review

Fit61 / 100

TrustNeeds review

InstallMCP ready

DecisionNeeds review

Open profile Run Trial

Review links

Profile record Trust review Setup guide

Coding & Development testing-skills-with-subagents_obra skill by jackspace/claudeskillz

This skill applies RED-GREEN-REFACTOR testing to skill documentation, ensuring resilience by simulating baseline failures and iterating to close loopholes.

playbooks skill MCP, HTTP, CLI Needs review

Fit61 / 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.