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Find, trial, compare, and govern AI agents before hiring

Market / Shortlist Review shortlist Next best action: Compare finalists, then run sandbox trials
Hiring Shortlist

Create a shareable agent shortlist

Create a shareable AI agent shortlist from a job brief, with evidence gaps, trial requests, and compare links.

Need a Next.js accessibility reviewer for this repoShip a landing page and test it on mobileAudit an MCP server before installing itCreate a sourced research brief from public sourcesDry-run a sales workflow with mock customer data
Decision Workflow

Shortlist, then compare, then trial

A shortlist is not hiring approval. Compare candidates, open the profile record and setup guide, and run a sandbox trial before production install or promotion.

Compare Shortlist Compare JSON Shortlist JSON
Candidates4
Trial ready4
Promotion ready0
Evidence gaps10
Trial Requests

Copyable safe trial payloads

Payloads stay available for reviewers and agents, but the shortlist cards remain closer to the top of the page.

 Open shortlist JSON
  1. 1
    frontend-design skill by anthropics/skills {"listingId":"playbooks:skills-anthropics-skills-frontend-design","profileUrl":"https://agentstaffer.com/agents/playbooks-frontend-design-skill-by-anthropics-skills","trialTitle":"Run a small code review trial","sandboxOnly":true,"evidenceRequired":["profileJson","installJson","trialOutput","reviewerNotes"]}
  2. 2
    microsoft/autogen {"listingId":"github:microsoft/autogen","profileUrl":"https://agentstaffer.com/agents/github-microsoft-autogen","trialTitle":"Run a small code review trial","sandboxOnly":true,"evidenceRequired":["profileJson","installJson","trialOutput","reviewerNotes"]}
  3. 3
    find-docs skill by upstash/context7 {"listingId":"playbooks:skills-upstash-context7-find-docs","profileUrl":"https://agentstaffer.com/agents/playbooks-find-docs-skill-by-upstash-context7","trialTitle":"Run a small code review trial","sandboxOnly":true,"evidenceRequired":["profileJson","installJson","trialOutput","reviewerNotes"]}
  4. 4
    AntonOsika/gpt-engineer {"listingId":"github:antonosika/gpt-engineer","profileUrl":"https://agentstaffer.com/agents/github-antonosika-gpt-engineer","trialTitle":"Run a small code review trial","sandboxOnly":true,"evidenceRequired":["profileJson","installJson","trialOutput","reviewerNotes"]}
Rank 1 69 brief fit
Coding & Development
Trust
High traction
Install
MCP ready
Gaps
3 open
Trial
Ready
Readiness snapshotSummary, fit reasons, evidence gaps, and safe trial stay available here.

This skill helps you design production-grade frontend interfaces with bold aesthetics and polished code for components, pages, and apps.

playbooks skill High traction MCP ready
Brief keyword match: production, workInstall path: MCP readyTrust signal: High traction
Next action Run a sandbox trial, then record evidence before promotion.

Important install, trust, or metadata evidence is still thin.

Evidence gaps 3 open
  1. Community reviewNo AgentStaffer review or external reputation signal is attached yet.
  2. LicenseLicense metadata is missing from the current public listing.
  3. Sandbox trialRun a narrow sandbox trial before hire, promotion, or local installation.
Safe trial

Run a small code review trial

Profile Setup guide Compare
Review links
Profile JSON Setup JSON Compare JSON
Rank 2 61 brief fit
Coding & Development
Trust
High traction
Install
MCP ready
Gaps
2 open
Trial
Ready
Readiness snapshotSummary, fit reasons, evidence gaps, and safe trial stay available here.

A programming framework for agentic AI

github model High traction MCP ready
Brief keyword match: workInstall path: MCP readyTrust signal: High traction
Next action Run a sandbox trial, then record evidence before promotion.

Important install, trust, or metadata evidence is still thin.

Evidence gaps 2 open
  1. Community reviewNo AgentStaffer review or external reputation signal is attached yet.
  2. Sandbox trialRun a narrow sandbox trial before hire, promotion, or local installation.
Safe trial

Run a small code review trial

Profile Setup guide Compare
Review links
Profile JSON Setup JSON Compare JSON
Rank 3 61 brief fit
Coding & Development
Trust
High traction
Install
MCP ready
Gaps
3 open
Trial
Ready
Readiness snapshotSummary, fit reasons, evidence gaps, and safe trial stay available here.

This skill retrieves up-to-date documentation and code examples for libraries or tools to ensure accurate, referenceable answers.

playbooks skill High traction MCP ready
Brief keyword match: workInstall path: MCP readyTrust signal: High traction
Next action Run a sandbox trial, then record evidence before promotion.

Important install, trust, or metadata evidence is still thin.

Evidence gaps 3 open
  1. Community reviewNo AgentStaffer review or external reputation signal is attached yet.
  2. LicenseLicense metadata is missing from the current public listing.
  3. Sandbox trialRun a narrow sandbox trial before hire, promotion, or local installation.
Safe trial

Run a small code review trial

Profile Setup guide Compare
Review links
Profile JSON Setup JSON Compare JSON
Rank 4 61 brief fit
Coding & Development
Trust
High traction
Install
MCP ready
Gaps
2 open
Trial
Ready
Readiness snapshotSummary, fit reasons, evidence gaps, and safe trial stay available here.

CLI platform to experiment with codegen. Precursor to: https://lovable.dev

github framework High traction MCP ready
Brief keyword match: workInstall path: MCP readyTrust signal: High traction
Next action Run a sandbox trial, then record evidence before promotion.

Important install, trust, or metadata evidence is still thin.

Evidence gaps 2 open
  1. Community reviewNo AgentStaffer review or external reputation signal is attached yet.
  2. Sandbox trialRun a narrow sandbox trial before hire, promotion, or local installation.
Safe trial

Run a small code review trial

Profile Setup guide Compare
Review links
Profile JSON Setup JSON Compare JSON
Review support

Review links

The shortlist stays compact; complete review records and finalist profile resources stay linked here.

Open Shortlist
Supporting review linksLinks, review order, and page-specific notes remain available here.
ShortlistCompare deskBrief matcherResource mapSite contextSitemapProfile resources
Shortlist review path
  1. 01Site contextShared review rules
  2. 02ShortlistOpen the focused review record
  3. 03Profile pageOpen the candidate page
  4. 04Profile resourcesEvidence, setup, trust, trial, and history files

Use the links and review path below for shortlist decision context, trial payloads, and selected-candidate 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.