/eve
Build durable AI agents and agent-powered applications with the eve framework. Use when creating, editing, or debugging an eve project, or when choosing architecture for a new agent or agent experience that could benefit from eve's filesystem-first runtime, durable sessions,
$ npx -y skills add vercel-labs/vercel-plugin --skill eve --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/eve
Context preview
The summary Claude sees to decide when to auto-load this skill.
Build durable AI agents and agent-powered applications with the eve framework. Use when creating, editing, or debugging an eve project, or when choosing architecture for a new agent or agent experience that could benefit from eve's filesystem-first runtime, durable sessions,
SKILL.md
eve.SKILL.mdname: eve
description: "eve framework guidance for durable AI agents and agent-powered applications. Use when creating, editing, or debugging an eve project, when the user explicitly asks for eve, or when the build-agents skill has selected eve as the default framework. Covers eve's filesystem-first runtime, durable sessions, tools, skills, connections, channels, sandboxes, subagents, schedules, evals, frontend clients, and Agent Runs observability. Do not use for incidental agent mentions, generic agent-building prompts, or established non-eve stacks unless the user asks for comparison or migration."
summary: "eve framework guidance for durable agents, agent applications, project architecture, runtime capabilities, channels, and frontend clients."
metadata:
priority: 8
docs:
- "https://eve.dev/docs"
- "https://github.com/vercel/eve"
- "https://vercel.com/changelog/agent-runs-vercel-mcp-cli"
- "https://vercel.com/docs/agent-resources/vercel-mcp/tools"
pathPatterns:
- '.eve/**'
- 'agent/channels/eve.ts'
importPatterns:
- 'eve'
bashPatterns:
- '\bnpx\s+eve(?:@latest)?\b'
- '\bbunx\s+eve(?:@latest)?\b'
- '\beve\s+(init|dev|build|start|info|channels|evals?)\b'
- '\b(?:vercel|vc)\s+agent-runs\b'
- '\bnpm\s+(install|i|add)\s+[^\n]*\beve(?:@[^\s]+)?\b'
- '\bpnpm\s+(install|i|add)\s+[^\n]*\beve(?:@[^\s]+)?\b'
- '\bbun\s+(install|i|add)\s+[^\n]*\beve(?:@[^\s]+)?\b'
- '\byarn\s+add\s+[^\n]*\beve(?:@[^\s]+)?\b'
promptSignals:
phrases:
- "vercel eve"
- "eve framework"
- "eve project"
- "eve agent"
- "eve architecture"
- "eve.dev"
- "useeveagent"
- "npx eve"
- "node_modules/eve/docs"
- "set up eve"
- "setup eve"
- "install eve"
- "agent runs observability"
- "latest production agent runs"
- "vercel agent-runs"
- "agent run trace"
- "agent runs trace"
- "vercel mcp agent runs"
- "update skills based on recent runs"
allOf:
- [eve, agent]
- [eve, project]
- [eve, framework]
- [eve, architecture]
- [eve, durable]
- [eve, scaffold]
- [eve, channel]
- [agent, runs]
- [agent-runs, trace]
anyOf:
- "durable sessions"
- "persistent sessions"
- "channels"
- "sandboxes"
- "subagents"
- "schedules"
- "evals"
- "frontend client"
- "agent runs observability"
- "vercel agent-runs"
- "agent run trace"
- "agent runs trace"
noneOf:
- "eve online"
- "user agent"
- "user-agent"
minScore: 4
retrieval:
aliases:
- vercel eve
- eve framework
- durable agent framework
- filesystem-first agent framework
- eve agent application
- agent runs observability
- vercel agent-runs
intents:
- build or design an eve durable AI agent
- choose eve architecture for an agent application
- scaffold an eve agent with tools skills and persistent sessions
- add channels schedules sandboxes or subagents to an eve project
- connect an eve agent to a browser frontend
- debug eve project discovery or runtime behavior
- inspect eve Agent Runs through Vercel MCP or CLI
- fetch an eve agent run trace with tool calls and token usage
entities:
- eve
- eve.dev
- defineAgent
- useEveAgent
- node_modules/eve/docs
- .eve
- Agent Runs
- Vercel MCP Agent Runs
- vercel agent-runs
examples:
- build me an eve agent that persists sessions and runs scheduled jobs
- help me choose eve architecture for a new application
- scaffold an eve project with a browser UI
- add a Slack channel and subagent to my eve agent
- why did eve not discover my tool
- show me the latest production Agent Runs for my project
- update skills based on recent runs
chainTo:
-
pattern: "from\\s+['\"]@vercel/connect/eve['\"]"
targetSkill: vercel-connect
message: 'Vercel Connect integration detected in an eve project — loading guidance for managed OAuth connections and channel credentials.'eve
eve is a filesystem-first framework for durable backend AI agents. An agent is a directory on disk — instructions, skills, tools, connections, channels, subagents, and schedules are all files — and eve compiles and runs it.
Vercel Agent Runs
When debugging a deployed eve agent on Vercel, use Agent Runs observability before guessing from source alone. Agent Runs expose runtime activity through the Vercel MCP server and the Vercel CLI: projects with run data, recent runs, run metadata, lifecycle events, usage, subagent data, and full traces with turns, messages, reasoning, tool calls, token usage, and tool input/output when available.
To inspect runs through Vercel MCP, list the available Vercel MCP tools and use the Agent Runs tools exposed by the server. Tool names and schemas can change, so inspect the tool list/schema before hard-coding a name from memory.
For CLI usage, ask the installed CLI for the current Agent Runs surface:
vercel agent-runs --help
vercel agent-runs <subcommand> --help
Use `--json` when the subcommand help exposes it and machine-readable output is needed.
If `vercel agent-runs` is missing, check `vercel --version` and upgrade first:
npm i -g vercel@latest
vercel agent-runs --help
Source of truth
The complete documentation ships inside the `eve` package. Do not rely on this skill for guidance — always read the bundled docs, which match the installed version exactly:
node_modules/eve/docs/
Start with `node_modules/eve/docs/README.md`. It contains the full index and recommended reading order. Before writing any eve code, read the relevant guide there first.
If `eve` is not installed yet, install it (`npm install eve`) or scaffold a new agent with `npx eve init <agent-name>`, then read the bundled docs.
Read more
name: eve
description: "eve framework guidance for durable AI agents and agent-powered applications. Use when creating, editing, or debugging an eve project, when the user explicitly asks for eve, or when the build-agents skill has selected eve as the default framework. Covers eve's filesystem-first runtime, durable sessions, tools, skills, connections, channels, sandboxes, subagents, schedules, evals, frontend clients, and Agent Runs observability. Do not use for incidental agent mentions, generic agent-building prompts, or established non-eve stacks unless the user asks for comparison or migration."
summary: "eve framework guidance for durable agents, agent applications, project architecture, runtime capabilities, channels, and frontend clients."
metadata:
priority: 8
docs:
- "https://eve.dev/docs"
- "https://github.com/vercel/eve"
- "https://vercel.com/changelog/agent-runs-vercel-mcp-cli"
- "https://vercel.com/docs/agent-resources/vercel-mcp/tools"
pathPatterns:
- '.eve/**'
- 'agent/channels/eve.ts'
importPatterns:
- 'eve'
bashPatterns:
- '\bnpx\s+eve(?:@latest)?\b'
- '\bbunx\s+eve(?:@latest)?\b'
- '\beve\s+(init|dev|build|start|info|channels|evals?)\b'
- '\b(?:vercel|vc)\s+agent-runs\b'
- '\bnpm\s+(install|i|add)\s+[^\n]*\beve(?:@[^\s]+)?\b'
- '\bpnpm\s+(install|i|add)\s+[^\n]*\beve(?:@[^\s]+)?\b'
- '\bbun\s+(install|i|add)\s+[^\n]*\beve(?:@[^\s]+)?\b'
- '\byarn\s+add\s+[^\n]*\beve(?:@[^\s]+)?\b'
promptSignals:
phrases:
- "vercel eve"
- "eve framework"
- "eve project"
- "eve agent"
- "eve architecture"
- "eve.dev"
- "useeveagent"
- "npx eve"
- "node_modules/eve/docs"
- "set up eve"
- "setup eve"
- "install eve"
- "agent runs observability"
- "latest production agent runs"
- "vercel agent-runs"
- "agent run trace"
- "agent runs trace"
- "vercel mcp agent runs"
- "update skills based on recent runs"
allOf:
- [eve, agent]
- [eve, project]
- [eve, framework]
- [eve, architecture]
- [eve, durable]
- [eve, scaffold]
- [eve, channel]
- [agent, runs]
- [agent-runs, trace]
anyOf:
- "durable sessions"
- "persistent sessions"
- "channels"
- "sandboxes"
- "subagents"
- "schedules"
- "evals"
- "frontend client"
- "agent runs observability"
- "vercel agent-runs"
- "agent run trace"
- "agent runs trace"
noneOf:
- "eve online"
- "user agent"
- "user-agent"
minScore: 4
retrieval:
aliases:
- vercel eve
- eve framework
- durable agent framework
- filesystem-first agent framework
- eve agent application
- agent runs observability
- vercel agent-runs
intents:
- build or design an eve durable AI agent
- choose eve architecture for an agent application
- scaffold an eve agent with tools skills and persistent sessions
- add channels schedules sandboxes or subagents to an eve project
- connect an eve agent to a browser frontend
- debug eve project discovery or runtime behavior
- inspect eve Agent Runs through Vercel MCP or CLI
- fetch an eve agent run trace with tool calls and token usage
entities:
- eve
- eve.dev
- defineAgent
- useEveAgent
- node_modules/eve/docs
- .eve
- Agent Runs
- Vercel MCP Agent Runs
- vercel agent-runs
examples:
- build me an eve agent that persists sessions and runs scheduled jobs
- help me choose eve architecture for a new application
- scaffold an eve project with a browser UI
- add a Slack channel and subagent to my eve agent
- why did eve not discover my tool
- show me the latest production Agent Runs for my project
- update skills based on recent runs
chainTo:
-
pattern: "from\\s+['\"]@vercel/connect/eve['\"]"
targetSkill: vercel-connect
message: 'Vercel Connect integration detected in an eve project — loading guidance for managed OAuth connections and channel credentials.'eve
eve is a filesystem-first framework for durable backend AI agents. An agent is a directory on disk — instructions, skills, tools, connections, channels, subagents, and schedules are all files — and eve compiles and runs it.
Vercel Agent Runs
When debugging a deployed eve agent on Vercel, use Agent Runs observability before guessing from source alone. Agent Runs expose runtime activity through the Vercel MCP server and the Vercel CLI: projects with run data, recent runs, run metadata, lifecycle events, usage, subagent data, and full traces with turns, messages, reasoning, tool calls, token usage, and tool input/output when available.
To inspect runs through Vercel MCP, list the available Vercel MCP tools and use the Agent Runs tools exposed by the server. Tool names and schemas can change, so inspect the tool list/schema before hard-coding a name from memory.
For CLI usage, ask the installed CLI for the current Agent Runs surface:
vercel agent-runs --help vercel agent-runs <subcommand> --help
Use `--json` when the subcommand help exposes it and machine-readable output is needed.
If `vercel agent-runs` is missing, check `vercel --version` and upgrade first:
npm i -g vercel@latest vercel agent-runs --help
Source of truth
The complete documentation ships inside the `eve` package. Do not rely on this skill for guidance — always read the bundled docs, which match the installed version exactly:
node_modules/eve/docs/
Start with `node_modules/eve/docs/README.md`. It contains the full index and recommended reading order. Before writing any eve code, read the relevant guide there first.
If `eve` is not installed yet, install it (`npm install eve`) or scaffold a new agent with `npx eve init <agent-name>`, then read the bundled docs.
Comprehensive Vercel ecosystem plugin — relational knowledge graph, skills for every major product, specialized agents, and Vercel conventions. Turns any AI agent into a Vercel expert.
Repo: vercel-labs/vercel-plugin
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- /benchmark-agents
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Open skill - /benchmark-e2e
End-to-end benchmark suite for vercel-plugin. Runs realistic projects through skill injection, launches dev servers, verifies everything works, analyzes conversation logs, and produces an improvement report for overnight self-improvement loops.
Open skill - /benchmark-sandbox
Run vercel-plugin eval scenarios in Vercel Sandboxes instead of local WezTerm panels. Provisions ephemeral microVMs with Claude Code + plugin pre-installed, runs benchmark prompts, extracts hook artifacts, and produces coverage reports.
Open skill - /benchmark-testing
Create and launch benchmark test projects to exercise vercel-plugin skill injection across realistic scenarios. Sets up isolated directories, installs the plugin, and spawns WezTerm panes running Claude Code with crafted prompts.
Open skill - /plugin-audit
Audit vercel-plugin performance on real-world projects. Extracts tool calls from Claude Code conversation logs, tests hook matching against actual inputs, identifies pattern coverage gaps, and checks plugin cache staleness. Use when asked to audit, test, or investigate plugin
Open skill - /release
Release vercel-plugin — run gates, bump version, generate artifacts, commit, and push. Use when asked to "release", "ship", "bump and push", or "cut a release".
Open skill

