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Freshness Desk

Recently updated agents and stale candidates

Freshness desk for recently updated AgentStaffer listings, stale watchlists, update dates, and profile/trust links. Use re-review for governance decisions.

Use updates for

Freshness discovery

Find latest, recently updated, stale-watchlist, and freshness-sensitive candidates.

Use re-review for

Lifecycle decisions

Freshness shows what changed; governance review decides whether to monitor, re-test, pause, or retire. Open governance queue.

Freshness BucketsBucket counts and freshness boundaries stay available here.
4950Updated in 180 days
23Active this year
14Aging source
13Stale source
Recent UpdatesLatest indexed candidates, profile records, trust review, review history, and pagination stay available here.
Updated in 180 daysmcp skill by samhvw8/dot-claude

Model Context Protocol (MCP) server development and tool management. Languages: Python, TypeScript. Capabilities: build MCP servers, integrate external APIs, discover/execute MCP tools, manage multi-server configs, design agent-centric tools. Actions: create, build, integrate, discover, execute, configure MCP servers/tools. Keywords: MCP, Model Context Prot...

Review links
Updated in 180 daysgoogle-adk-python skill by samhvw8/dot-claude

Google Agent Development Kit (ADK) for Python. Capabilities: AI agent building, multi-agent systems, workflow agents (sequential/parallel/loop), tool integration (Google Search, Code Execution), Vertex AI deployment, agent evaluation, human-in-the-loop flows. Actions: build, create, deploy, evaluate, orchestrate AI agents. Keywords: Google ADK, Agent Develo...

Review links
Updated in 180 daysai-multimodal skill by samhvw8/dot-claude

Multimodal AI processing via Google Gemini API (2M tokens context). Capabilities: audio (transcription, 9.5hr max, summarization, music analysis), images (captioning, OCR, object detection, segmentation, visual Q&A), video (scene detection, 6hr max, YouTube URLs, temporal analysis), documents (PDF extraction, tables, forms, charts), image generation (text-t...

Review links
Recent page 85 / 417 · 5000 listings

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Stale WatchlistStale candidates, governance queue links, review history, and pagination stay available here.
Stale page 3 / 3 · 27 watchlist items

PreviousOpen governance queue

Review support

Review links

Freshness cards stay readable; re-review records and profile resources stay linked here.

Open Freshness feed JSON
Supporting review linksLinks, review order, and page-specific notes remain available here.
  • Use the structured freshness record instead of raw feed polling when a reviewer needs update context.
  • Use pagination.nextPageUrl to continue through the recent-update index.
  • For latest recommendations, use recentUpdates[] but still fetch profileJson, trustJson, trialJson, and installJson before action.
  • Use staleWatchlist[] to identify candidates that need source freshness evidence, then open /re-review.json for pause, re-test, or retire decisions.
  • Do not treat a fresh source update as safety approval; inspect trustJson, evidenceJson, and installJson first.
Freshness review path
  1. 01Site contextShared review rules
  2. 02Freshness watchOpen 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 freshness context, re-review records, 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.